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K-ArtSell 12.2 연구 번들
1) K-ArtSell_12_2_quant_review_ko.md부터 읽으십시오.
2) 결과는 연구 후보이며 자동주문/고객성과 홍보에 사용할 수 없습니다.
3) 미국 데이터 최종일 2026-03-20, 한국 데이터 최종일 2021-04-16입니다.
4) 원시 가격데이터는 재배포하지 않았습니다. 소스코드의 로컬 파일 경로를 확인하십시오.
5) 실행 순서: kartsell_v12_research.py → kartsell_v12_2_extension.py → kartsell_parameter_robustness_fast.py
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version: 12.2-proposal
evidence_status: RESEARCH_CANDIDATE_NOT_PRODUCTION
as_of: '2026-08-01'
verified_data_end:
US: '2026-03-20'
KR: '2021-04-16'
universe:
markets:
- KOSPI
- KOSDAQ
- NYSE
- NASDAQ
broker_assumption: MiraeAsset Securities; tradability capability-gated
products:
- cash_equity
- unlevered_index_etf
- sector_etf
- bond_etf
objective:
primary: maximize after-cost expected utility subject to permanent-loss and recovery constraints
utility: expected_return - lambda_es*ES95 - lambda_mdd*MDD - impairment_loss - costs - tax - false_exit_cost
not_primary: maximum CAGR
execution:
decision_frequency: daily_close + weekly evidence review
execution_lag: next tradable session
fee_model: PIT account/venue/asset/side schedule
slippage: participation-rate + spread + volatility + gap
adapter: MiraeAssetAdapter; proposal/manual approval until API capability verified
sell_engine:
priority:
- hard_permanent_impairment
- portfolio_survival
- dynamic_profit_floor
- concentration_liquidity
- opportunity_cost
- reentry_option
soft_sell:
two_close_fraction:
- 0.15
- 0.25
gap_1_5_atr_fraction:
- 0.3
- 0.5
same_direction_cooldown_sessions: 5
asset_policies:
broad_index_etf:
strategic_core:
- 0.5
- 0.7
activation_gain: 0.15
activation_atr: 5.0
confirm:
- sma200
- breadth
- credit_spread
reentry_stages:
- 0.3
- 0.3
- 0.4
quality_compounder:
strategic_core:
- 0.3
- 0.5
activation_gain: 0.2
activation_atr: 5.0
confirm:
- fcf
- roic
- earnings_revision
- valuation_stretch
reentry_stages:
- 0.2
- 0.3
- 0.5
cyclical_stock:
strategic_core:
- 0.1
- 0.25
activation_gain:
- 0.15
- 0.2
confirm:
- industry_price
- inventory
- spread
- earnings_revision
reentry_stages:
- 0.15
- 0.25
- 0.6
high_vol_growth:
strategic_core:
- 0.1
- 0.2
activation_gain: 0.25
activation_atr: 4.0
confirm:
- dilution
- cash_runway
- relative_strength
- earnings_revision
reentry_stage: 0.2
distressed_special_situation:
strategic_core:
- 0.0
- 0.1
automatic_reentry: false
reentry:
minimum_wait_sessions: 10
minimum_spacing_sessions: 10
watch_sessions: 126
base_conditions:
- close_above_rising_sma50
- close_above_prior_20_session_high
reset_cycle_state: true
portfolio_risk:
drawdown_to_risky_cap:
'-0.08': 0.9
'-0.12': 0.75
'-0.18': 0.55
'-0.25': 0.35
single_name_cap: 0.12
sector_cap: 0.3
correlation_cluster_cap: 0.35
liquidity_order_adv_cap: 0.1
risk_measures:
- ES95
- MDD
- factor_exposure
- liquidity
- gap_risk
buy_engine:
stock_weights:
quality_survival: 0.25
valuation: 0.2
revisions_momentum: 0.2
regime_breadth: 0.15
liquidity_crowding: 0.1
downside_resilience: 0.1
minimum_score: 70
cash_excess_return_hurdle_pp: 5
replacement_hurdle_net_pp:
- 4
- 5
entry_stages:
- 0.4
- 0.3
- 0.3
first_order_cap: min(fair_value_upper, previous_close + 0.25*ATR20)
forecast_outputs:
- P10_total_return_12m
- P50_total_return_12m
- P90_total_return_12m
- P_permanent_impairment_12m
- P_drawdown_before_recovery
- ES95
- fair_value_range
- sell_floor
- next_order_cap
validation:
splits:
research:
- '2007-01-01'
- '2013-12-31'
validation:
- '2014-01-01'
- '2017-12-31'
rolling_oos:
- '2018-01-01'
- '2023-12-31'
frozen_oos:
- '2024-01-01'
- latest_verified
required:
- PIT_security_master
- survivorship_free_universe
- delisting_returns
- corporate_actions
- total_return
- PIT_fundamentals_consensus
- FX
- PIT_cost_tax
- walk_forward
- block_bootstrap
- CSCV_PBO
- deflated_sharpe
- execution_simulation
promotion_gates:
PBO_max: 0.2
DSR_probability_min: 0.95
reentry_capture_min: 0.65
false_exit_cost_max_per_year: 0.02
double_cost_expected_utility_positive: true
architecture:
style:
- Modular Monolith
- Vertical Slice
- FastEndpoints
backend:
- .NET 10
- ASP.NET Core 10
- PostgreSQL
- Npgsql
- Dapper
- DbUp
- Hangfire
- SignalR
- Outbox
- Inbox
frontend:
- Vue 3
- Vite 8
- pnpm
- TanStack Query
- Pinia
- vee-validate
- Zod
- PrimeVue
- AG Grid
quality:
- xUnit
- Vitest
- Playwright
- Gitea Actions
- Serilog
- OpenTelemetry
- Telegram
- Polly
- Swashbuckle.AspNetCore
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# K-ArtSell 11.0 정량 감사 및 12.2 매도 중심 고도화 제안
- 분석 기준일: **2026-08-01**
- 검증 시작일: **2007-01-01**
- 미국 가격 표본 최종일: **2026-03-20**
- 한국 가격 표본 최종일: 삼성전자·JYP **2021-04-15**, SK하이닉스 **2021-04-16**
- 대상시장: KOSPI, KOSDAQ, NYSE, NASDAQ
- 대상상품: 미래에셋증권에서 주문 가능한 현물 주식·비레버리지 지수/섹터/채권 ETF를 기본 범위로 정의
- 운용철학: **매수는 기술, 매도는 예술이다. 다만 그 예술은 상태기계, 기대효용, 위험예산, 재진입 옵션으로 계량화한다.**
- 현재 승인등급: **RESEARCH_CANDIDATE / 자동주문·고객성과 홍보 금지**
## 1. 투자위원회 최종 판정
K-ArtSell 11.0은 폐기 대상이 아니다. **동적 이익보호선이라는 핵심 아이디어는 보존할 가치가 있다.** 그러나 현재 구현은 운용사급 알고리즘이 아니라 종목별 가격정책 스트레스 하네스다. 가장 심각한 문제는 다음 네 가지다.
1. 재진입 이후에도 최초 원가·고점·보호선이 유지되어 서로 다른 투자 사이클이 오염된다.
2. 재진입 조건이 지속되면 매일 15%씩 자동 매수해 한 신호가 여러 주문으로 증식한다.
3. 포트폴리오 자본바닥, 상관집중, 섹터 위험예산, 현금·대체자산 기회비용이 없다.
4. PIT 재무·컨센서스·기업행사·상장폐지·총수익 데이터가 없어 영구 가치훼손과 일시적 가격하락을 구분하지 못한다.
따라서 12.2의 방향은 **매도식을 더 복잡하게 만드는 것**이 아니라 다음과 같이 명확하다.
- 매도 우선순위를 `영구 가치훼손 → 포트폴리오 생존 → 이익보호 → 집중/유동성 → 기회비용 → 재진입`으로 고정한다.
- 모든 소프트 매도는 부분매도로 실행하며, 매도와 동시에 재진입 감시계약을 생성한다.
- 광범위 지수 ETF, 우량 복리주, 경기민감주, 고변동 성장주에 동일한 청산식을 적용하지 않는다.
- 성능목표를 CAGR 최대화에서 **회복 가능한 손실, Expected Shortfall, 거짓매도 비용, 세후·비용후 기대효용**으로 바꾼다.
## 2. 사실 데이터 범위와 한계
### 2.1 실제 계산한 표본
**미국:** SPY, AAPL, AMZN, NVDA, TSLA, AIG 및 상장폐지 스트레스 AAMRQ. 핵심 비교 포트폴리오는 AAMRQ를 제외한 6종 동적 동일가중이다.
**한국:** 삼성전자(005930), SK하이닉스(000660), JYP Ent.(035900) 3종 동일가중이다. KOSPI 대형 우량주, 메모리 경기민감주, KOSDAQ 고변동 성장주의 서로 다른 청산 특성을 보기 위한 제한 표본이다.
### 2.2 “2007년부터 현재” 충족 여부
요청 기간을 2007년부터 시작하도록 제한했으나, 공개 원천의 검증 가능한 마지막 종가는 미국 2026-03-20, 한국 2021-04-16이다. 따라서 본 문서는 **2007년부터 확보 가능한 최신 검증 종가까지**의 연구이며, 2026-08-01까지 완전한 한국·미국 동시 백테스트라고 주장하지 않는다. 생산 승격 전에는 거래소·벤더 데이터로 누락기간을 보충해야 한다.
### 2.3 데이터 정합성
한국 원천에서 삼성전자 2018년 가격단위 변화와 JYP 과거 가격단위 변화가 연속 수정되지 않은 구간을 탐지했다. 연속성 확보를 위해 근사 비율 조정을 수행했으나 공식 기업행사 마스터에 의한 검증이 아니다. 조정 후 50% 초과 일수익 점프는 제거되었고, 잔여 비정상 OHLC는 삼성전자 7건, JYP 2건이다.
이 결과에는 배당 포함 총수익, 환율손익, 세금, 계좌별 실제 수수료, 현금이자, PIT 재무·컨센서스, 전체 상장폐지 수익률이 없다. 따라서 **가격 기반 청산정책 비교**로만 해석한다.
## 3. 구현 감사 결과
### 3.1 즉시 수정해야 할 결함
| 결함 | 왜곡 | 12.2 조치 |
|---|---|---|
| 최초 원가 영구 고정 | 재진입 사이클의 보호선 경직 | 전술 lot별 `CycleId`, 원가·고점·보호선 리셋 |
| 일별 15% 재충전 | 회전율·비용 과대, 중복 주문 | 증거 이벤트당 1회, 10거래일 최소 간격 |
| 종목별 독립 계산 | 상관·집중·자본바닥 무시 | 포트폴리오 위험 오버레이를 최상위로 이동 |
| 최초일부터 100% 투자 | 매수시기·밸류·현금대안 부재 | 후보선정→기대효용→단계진입 엔진 분리 |
| 수정종가/원시 OHLC 혼용 | 분할일 ATR·보호선 오류 | 기업행사 조정 OHLC 한 체계로 통일 |
| 같은 월말 추세 실행 | 룩어헤드 | 다음 거래가능 세션으로 지연 |
| 비용·FX·세금 없음 | 고회전 전략 과대평가 | PIT 비용원장과 계좌/시장/상품별 모델 |
| 하드엑시트 데이터 없음 | 영구손실 방어 실패 | 공시·부도·희석·ETF 구조 이벤트 게이트 |
### 3.2 11.0에서 보존할 요소
- 수익구간 진입 후에만 활성화되는 이익보호 개념
- 고점 대비 이익잠금선, ATR선, 최대 되돌림선의 최대값을 사용하는 단조 보호선
- 2종가 확인과 갭 이탈을 구분하는 부분매도
- 포트폴리오 고점 대비 손실구간에 따른 위험자산 상한
## 4. 미국 실제 가격 시뮬레이션
### 4.1 6종 동적 동일가중, 2007-01-03~2026-03-20
| 전략 | CAGR | MDD | Calmar | 연간 회전율 | 평균 익스포저 |
|---|---:|---:|---:|---:|---:|
| Buy & Hold | 24.31% | -77.31% | 0.314 | 0.00x | 100.0% |
| 10개월 추세, 1개월 지연 | 16.36% | -34.07% | 0.480 | 1.63x | 66.6% |
| 고정 12% 추적매도 | 18.55% | -34.02% | 0.545 | 4.47x | 70.4% |
| K-ArtSell 11.0 원형 | 19.44% | -43.76% | 0.444 | 11.58x | 75.5% |
| 12.2 단계 재진입 후보 | 18.23% | -37.30% | 0.489 | 1.51x | 66.2% |
| 12.2 + 자본바닥 | 15.98% | -27.44% | 0.582 | 3.39x | 61.6% |
**판정:** 11.0 대비 단계 재진입 후보는 CAGR이 -1.21%p 낮지만 MDD를 6.46%p 개선했고, 회전율을 약 87.0% 낮췄다. 자본바닥 오버레이는 MDD를 -27.44%까지 줄였지만 Buy & Hold 대비 CAGR 기회비용이 8.33%p다.
### 4.2 국면별 핵심 결과
| 국면 | Buy & Hold | 11.0 | 12.2 후보 | 12.2+자본바닥 |
|---|---:|---:|---:|---:|
| 연구 20072013 | 15.8% / -77.3% / 0.20 | 17.0% / -43.8% / 0.39 | 16.1% / -37.3% / 0.43 | 13.0% / -27.4% / 0.48 |
| 검증 20142017 | 29.3% / -23.3% / 1.26 | 20.1% / -15.2% / 1.32 | 20.7% / -10.5% / 1.97 | 20.4% / -10.5% / 1.95 |
| 롤링 OOS 20182023 | 30.5% / -39.9% / 0.76 | 24.1% / -29.1% / 0.83 | 18.9% / -23.0% / 0.82 | 16.4% / -20.2% / 0.81 |
| 동결구간 20242026-03-20 | 27.3% / -26.3% / 1.04 | 14.2% / -20.8% / 0.68 | 18.9% / -14.4% / 1.31 | 16.7% / -14.2% / 1.18 |
| 금융위기 20072009 | 2.1% / -77.3% / 0.03 | 12.8% / -43.8% / 0.29 | 13.8% / -37.3% / 0.37 | 10.5% / -27.4% / 0.38 |
| 코로나 2020 | 109.2% / -39.9% / 2.73 | 101.4% / -29.1% / 3.49 | 67.0% / -20.0% / 3.34 | 61.1% / -18.4% / 3.33 |
| 인플레 약세 2022 | -35.5% / -39.6% / -0.90 | -25.2% / -28.1% / -0.89 | -20.3% / -22.1% / -0.92 | -17.8% / -19.3% / -0.92 |
미국 표본에서 매도 알고리즘은 금융위기와 2022년의 손실 폭을 줄였지만 코로나 V자 반등에서는 큰 기회비용을 냈다. 이것은 **매도 강도보다 재진입 지연과 승자 조기축소가 더 중요한 오차원인**임을 뜻한다.
## 5. 한국 실제 가격 시뮬레이션
### 5.1 3종 동일가중, 2007-01-02~2021-04-16, 편도 10bp 가정
| 전략 | CAGR | MDD | Calmar | 연간 회전율 | 평균 익스포저 |
|---|---:|---:|---:|---:|---:|
| Buy & Hold | 15.97% | -74.69% | 0.214 | 0.00x | 100.0% |
| 10개월 추세 | 10.28% | -34.70% | 0.296 | 2.01x | 54.8% |
| 고정 12% 추적매도 | 11.88% | -25.99% | 0.457 | 5.47x | 58.1% |
| K-ArtSell 11.0 | 8.50% | -57.23% | 0.149 | 10.60x | 70.6% |
| 12.2 후보 | 10.36% | -50.20% | 0.206 | 1.49x | 57.9% |
| 12.2+자본바닥 | 6.64% | -35.16% | 0.189 | 3.85x | 43.1% |
**중요한 반증:** 한국 표본에서는 고정 12% 추적매도의 Calmar가 12.2 후보보다 높았다. 즉 미국 성장주 중심 표본에서 개선된 일반식이 한국 경기민감·KOSDAQ 성장주에 그대로 최적이라고 볼 수 없다. 하나의 전역 파라미터를 모든 시장과 자산에 적용하는 설계는 기각한다.
### 5.2 자산별 해석
#### 삼성전자 — 대형 우량 복리주
- Buy & Hold: CAGR 15.06%, MDD -47.34%, Calmar 0.318.
- 고정 12% 추적: CAGR 7.31%, MDD -37.19%, Calmar 0.197.
- 12.2 후보: CAGR 7.78%, MDD -36.67%, Calmar 0.212, 회전율 1.43x.
우량 복리주는 전량 청산보다 구조적 코어를 유지하고, 밸류에이션 과열·집중위험에만 전술 슬리브를 줄이는 편이 타당하다. 가격만으로 강하게 현금화하면 상승 참여 기회비용이 과도하다.
#### SK하이닉스 — 메모리 경기민감주
- Buy & Hold: CAGR 10.98%, MDD -84.57%, Calmar 0.130.
- 고정 12% 추적: CAGR 14.78%, MDD -46.93%, Calmar 0.315.
- 12.2 후보: CAGR 8.41%, MDD -55.14%, Calmar 0.152, 회전율 1.50x.
경기민감주는 업황 전환이 수익의 핵심이다. 메모리 가격, 재고일수, 설비투자, 영업이익 추정치 확산을 매도 게이트에 넣고, 업황 하강 확인 시 우량주보다 빠른 이익회수를 적용해야 한다.
#### JYP Ent. — KOSDAQ 고변동 성장주
- Buy & Hold: CAGR 2.95%, MDD -95.70%, Calmar 0.031.
- 고정 12% 추적: CAGR 4.94%, MDD -77.60%, Calmar 0.064.
- 12.2 후보: CAGR 7.06%, MDD -78.18%, Calmar 0.090, 회전율 1.46x.
고변동 성장주는 가격 보호만으로 MDD를 허용 가능한 수준까지 낮추지 못했다. 희석, 현금흐름, 핵심 아티스트/고객 집중, 지배구조 이벤트를 하드엑시트에 연결하고 포지션 상한을 낮춰야 한다.
## 6. 비용 민감도와 회전율
한국 표본의 편도 비용을 7bp, 15bp, 30bp로 높였을 때 11.0 CAGR은 각각 8.84%, 7.93%, 6.23%로 급락했다. 12.2 후보는 10.41%, 10.28%, 10.03%로 상대적으로 안정적이었다. 회전율 감소는 단순 편의가 아니라 **알파의 비용 누수와 세금·슬리피지 불확실성을 줄이는 핵심 개선**이다.
미래에셋 비용은 계좌개설 유형, 프로모션, 시장, 상품, 거래소/ATS, 환전, 현지 제비용에 따라 달라질 수 있으므로 고정 수수료 하나를 생산 백테스트에 넣으면 안 된다. `FeeSchedule(valid_from, valid_to, account_type, venue, asset_type, side, notional_band)`를 PIT 테이블로 관리한다.
## 7. 파라미터 강건성
기준 설정 주변에서 활성화 임계치와 최대 되돌림 허용치를 각각 ±20% 변화시킨 9개 근방 설정을 검사했다.
- 학습구간–OOS 강건점수 Spearman 순위상관: **0.832**
- 학습 상위 3개가 OOS 중앙값 아래로 추락한 비율: **0.0%**
- 기준 설정 학습 순위: **3/9**
- 기준 설정 OOS 순위: **1/9**
이는 국소 파라미터 절벽이 크지 않았다는 1차 근거다. 그러나 9개 설정은 PBO/CSCV를 계산하기에 부족하고, 재진입 대기·돌파기간·자산별 파라미터까지 포함한 전체 탐색을 하지 않았다. **최적화 완료가 아니라 과적합 위험을 아직 배제하지 못한 상태**다.
## 8. 가격 팩터 탐색 결과와 냉정한 해석
미국 6종+한국 3종의 월별 가격패널에서 12개월 선행수익을 겹치는 방식으로 단순 진단했다. 표본이 작고 생존편향이 있으며 독립 관측이 아니므로 팩터 채택 검정이 아니다.
- 12-1 모멘텀 선호 tercile은 선행수익 **중앙값**이 반대 tercile보다 4.30%p 높았지만 **평균**은 10.08%p 낮았다. 소수 초대형 반등이 평균을 왜곡했다.
- 6-1 모멘텀도 중앙값 우위 2.57%p, 평균 열위 3.85%p로 일관성이 부족했다.
- 저변동 tercile은 20% 초과 손실률이 7.09%로 고변동 tercile 15.33%보다 낮았지만 평균수익은 크게 낮았다.
- 최근 고점 대비 낙폭이 작은 종목은 꼬리손실이 다소 낮았으나, 깊은 낙폭 종목의 반등 수익이 평균을 끌어올렸다.
**결론:** 가격 팩터만으로는 “예측 정확도”를 높일 수 없다. 모멘텀과 저변동은 수익 예언자가 아니라 **진입확률 조정과 포지션 크기 결정용 위험팩터**로 사용해야 한다. 실전 발굴은 PIT 품질·밸류에이션·실적수정과 결합해야 한다.
## 9. 12.2 핵심 매도 알고리즘
### 9.1 의사결정 우선순위
`HARD_IMPAIRMENT → PORTFOLIO_SURVIVAL → PROFIT_FLOOR → CONCENTRATION/LIQUIDITY → OPPORTUNITY_COST → REENTRY_OPTION`
### 9.2 매도 기대효용
각 보유자산 i에 대해 다음 값을 매일 종가 후 계산한다.
```text
EU_HOLD_i = E[R12_i | X_t]
- λ1 × ES95_i
- λ2 × P(permanent_impairment_i) × LGD_i
- λ3 × marginal_portfolio_risk_i
- λ4 × liquidity_cost_i
EU_SELL_i = cash_or_bond_carry
+ max_j E[R12_j | X_t]
- tax_i - commission_i - FX_i - slippage_i
- reentry_option_loss_i
NET_EXIT_EDGE_i = EU_SELL_i - EU_HOLD_i
```
소프트 교체매도는 `NET_EXIT_EDGE`가 최소 4~5%p이고 신뢰구간 하단도 0보다 클 때만 허용한다. 하드엑시트는 기대수익 비교가 아니라 영구손실 확률과 증거등급으로 즉시 처리한다.
### 9.3 매도 크기
```text
sell_fraction = clip(
thesis_break_component
+ profit_floor_component
+ risk_budget_excess
+ concentration_excess
+ opportunity_cost_component,
0, 1)
```
- 하드 가치훼손: 80~100%
- 1.5 ATR 이상 갭 보호선 이탈: 30~50%
- 2종가 보호선 이탈: 15~25%
- 집중한도 초과: 초과분 + 안전버퍼
- 기회비용 교체: 10~25%, 한 번에 전량 교체 금지
### 9.4 자산유형별 정책
| 자산유형 | 구조적 최소보유 | 이익보호 활성화 | 핵심 매도 확인팩터 | 재진입 |
|---|---:|---:|---|---|
| 광범위 지수 ETF | 50~70% | +15% 또는 5×ATR | 200일선, 시장폭, 신용스프레드 | 30/30/40 |
| 우량 복리주 | 30~50% | +20% 또는 5×ATR | FCF·ROIC·실적수정·밸류과열 | 20/30/50 |
| 경기민감주 | 10~25% | +15~20% | 업황가격·재고·스프레드·추정치 | 15/25/60 |
| 고변동 성장주 | 10~20% | +25% 또는 4×ATR | 희석·현금소진·상대강도·수정치 | 20%씩 |
| 가치훼손/특수상황 | 0~10% | 적용 제외 | 지급불능·회계·구조 이벤트 | 자동 금지 |
광범위 ETF 코어 50~80% 실험은 CAGR을 높였으나 MDD도 확대해 Calmar 개선이 거의 없었다. 따라서 코어비중은 백테스트 우월성 주장이 아니라 고객의 추적오차·세금·행동위험을 반영한 IPS 선택값이어야 한다.
## 10. 재진입은 매도 알고리즘의 일부다
모든 비가치훼손 매도 이벤트는 `ReentryWatch`를 생성한다.
1. 최소 10거래일 대기.
2. 상승 중인 50일선 회복.
3. 직전 20일 고점 돌파.
4. 우량·성장주는 실적추정 상향 또는 상대강도 회복 중 하나 추가.
5. 경기민감주는 업황 선행지표 개선 추가.
6. 20%p 단위로 재진입하고 각 단계 사이 10거래일 이상 간격.
7. 새 전술 lot는 원가·고점·보호선을 새로 시작.
8. 126거래일 내 재진입하지 못하면 거짓매도 비용을 확정해 모델 성과에 차감.
핵심 KPI는 매도 성공률이 아니라 `영구손실 회피액 - 거짓매도 기회비용 - 비용/세금 + 재진입 포착가치`다.
## 11. 매수 종목·섹터·ETF 발굴 알고리즘
### 11.1 주식 팩터 100점
| 팩터 | 비중 | PIT 변수 |
|---|---:|---|
| 품질·생존성 | 25 | ROIC, gross profitability, FCF margin, accrual, 순부채, 희석, 이자보상 |
| 밸류에이션 | 20 | FCF yield, EV/EBIT, 잔여이익, reverse DCF 기대성장, 섹터 상대 z-score |
| 실적수정·모멘텀 | 20 | 12-1/6-1, EPS·매출 추정 변화, 어닝서프라이즈 확산, 상대강도 |
| 국면·시장폭 | 15 | 지수 50/200일, 상승종목 비율, 변동성, 금리·신용, 통화 |
| 유동성·혼잡 | 10 | ADV, 스프레드, 시장충격, 대차/공매도, 소유집중, 자금흐름 |
| 하방복원력 | 10 | 하락장 beta, ES95, 갭위험, 부도·증자·재무재작성 확률 |
### 11.2 ETF 팩터 100점
- 추세·상대강도 20
- 구성종목 시장폭·이익수정 20
- 밸류에이션 또는 채권 carry/term/credit 20
- 유동성·추적오차·괴리율 15
- 거시국면 적합성 15
- 구조·세금·대차·청산위험 10
레버리지·인버스·변동성 ETF는 장기 코어에서 제외한다. 별도 상품정책이 승인된 경우에만 일일 재설정, 변동성 소모, 갭위험을 모델링한다.
### 11.3 매수 게이트와 매수가
- 총점 70 이상.
- 12개월 기대초과수익 P50이 현금/단기채보다 5%p 이상.
- 기대초과수익 P10이 위험예산 허용범위 이내.
- 품질·회계·유동성 하드필터 통과.
- 대체 기존 보유자산 대비 세후·비용후 교체우위 4%p 이상.
- 진입 40/30/30. 첫 주문 상한은 `min(적정가 상단, 전일종가 + 0.25×ATR20)`.
- 단순 가격하락만으로 물타기 금지. 투자논리 또는 기대값이 개선된 경우만 추가한다.
현재 데이터로는 2026-08-01의 개별 종목 적정 매수가·매도가를 사실 기반으로 산출할 수 없다. 생산 서비스는 `P10/P50/P90 총수익, 적정가 범위, ES95, 손실확률, 보호선, 다음 주문 상한`을 날짜·모델버전과 함께 제공해야 한다.
## 12. 예측모델 설계
가격을 한 점으로 맞히는 모델이 아니라 다음 세 확률을 분리 예측한다.
1. `P(permanent impairment within 12m)` — 부도·희석·회계·사업붕괴.
2. `P(drawdown > threshold before recovery)` — 경로 의존 하방위험.
3. `Distribution(total return 12m)` — P10/P50/P90 총수익.
모델군은 단순하고 설명 가능한 기준모델부터 시작한다.
- 생존/가치훼손: regularized logistic 또는 survival model.
- 수익분포: quantile regression / gradient boosting with monotonic constraints.
- 시장국면: 규칙 기반 추세·시장폭·신용 + 숨은상태모형은 challenger로 제한.
- 포트폴리오: shrinkage covariance, factor exposure, historical/filtered ES.
딥러닝·강화학습은 PIT 데이터와 충분한 단면 표본, 독립 OOS, 비용포함 우월성이 확인되기 전에는 도입하지 않는다.
## 13. 생산급 검증 프로토콜
1. **보안마스터:** 당시 상장·상폐·합병·ETF 청산·미래에셋 주문가능 상태.
2. **총수익·기업행사:** 조정 OHLC, 배당, 분할, 권리, 유상증자, 합병, 상폐수익.
3. **PIT 재무/컨센서스:** 공시 접수시각과 벤더 공개시각 기준, 재작성 버전 보존.
4. **PIT 비용:** 미래에셋 계좌·프로모션·거래소·상품·세금·FX·현지 제비용.
5. **워크포워드:** 20072013 연구, 20142017 검증, 20182023 롤링 OOS, 2024+ 완전 동결. 한국 누락기간 보충 후 동일 적용.
6. **과최적화:** 모든 시도 원장, CSCV/PBO, Deflated Sharpe, block bootstrap, Reality Check/SPA.
7. **생존편향:** 상장폐지 포함 당시 구성종목과 당시 ETF 구성.
8. **체결:** 다음 세션 open/VWAP, 참여율, ADV 제한, 갭·부분체결, 거래정지.
9. **세후성과:** 국내/해외 계좌유형별 실현손익, 배당, FX, 세금 lot.
10. **챔피언/챌린저:** 파라미터 변경은 동결 OOS를 소급 재최적화하지 않고 새 모델버전으로 시작.
### 승격 게이트
- PBO ≤ 20%
- DSR 유의확률 ≥ 95%
- OOS Calmar와 ES 개선이 시장·자산군 다수에서 일관
- 재진입 포착률 ≥ 65%
- 거짓매도 비용 ≤ 연 2%
- 비용 2배 스트레스에서도 기대효용 양수
- 단일 종목·단일 위기·단일 초대형 승자 제거 후에도 결론 유지
- 데이터 완전성·기업행사·룩어헤드 자동검사 통과
## 14. 자산운용사 고객 서비스 기본설계
### 14.1 모듈러 모놀리스 경계
- `SecurityMaster`: 거래소, 통화, 상장·상폐, 상품구조, 주문가능성
- `MarketData`: 조정 OHLCV, FX, 금리, 시장폭, ETF NAV/구성
- `FundamentalsPIT`: 공시·컨센서스·재작성 이력
- `ResearchFactors`: 팩터, IC, decay, 중복·군집 분석
- `Valuation`: DCF/reverse DCF/상대가치와 분포
- `SignalEngine`: 매수·매도·재진입 상태기계
- `PortfolioConstruction`: 위험예산, ES, 상관클러스터, 현금·채권 대안
- `RiskCompliance`: IPS, 적합성, 한도, 제한종목, 손실바닥
- `Backtesting`: PIT 워크포워드, PBO/DSR, 챌린저 평가
- `Execution`: `MiraeAssetAdapter`, 주문제안→승인→체결→대사
- `ClientReporting`: 성과, 위험, 매도사유, 기회비용, 세후 attribution
- `Notifications`: SignalR/Telegram, 이중 승인, kill-switch
### 14.2 요청 기술스택 적용
- .NET 10 / ASP.NET Core 10 + FastEndpoints Vertical Slice.
- PostgreSQL/Npgsql/Dapper, DbUp; `SignalDecision`, `EvidenceSnapshot`, `OrderIntent`, `Fill`, `PositionLot`, `ModelVersion` 불변 원장.
- Outbox+Inbox로 신호·주문·알림 멱등성, Hangfire로 데이터·팩터·동결 OOS 정기검증.
- Polly로 벤더/브로커 장애 회복, SignalR로 위험·주문상태 실시간 배포.
- Vue 3/Vite 8/pnpm, TanStack Query/Pinia, vee-validate/Zod, PrimeVue/AG Grid.
- Serilog/OpenTelemetry로 입력 해시→모델버전→신호→승인→체결 전체 추적.
- xUnit/Vitest/Playwright와 Gitea Actions에 룩어헤드, 기업행사, 재진입 중복, 비용, 멱등성, 자본바닥 회귀테스트를 배포 게이트로 설정.
### 14.3 고객 화면 필수 카드
- 현재 포지션과 구조적 코어/전술 슬리브
- 적정가 범위와 P10/P50/P90 기대수익
- 현재 보호선, 매도 트리거, 증거등급
- 매도하지 않을 때의 ES·영구손실 확률
- 매도할 때의 세금·비용·대체자산 기대값
- 재진입 조건과 감시 만료일
- 포트폴리오 MDD 구간, 위험자산 상한, 현금/채권 배분
- 모델버전, 데이터 기준시각, 감사로그
## 15. 개발 우선순위
### P0 — 데이터·회계 정확성
기업행사 조정 OHLC, PIT 보안마스터, 수정/총수익 분리, 비용·FX·세금 원장, 룩어헤드 테스트.
### P1 — 매도 상태기계
Cycle/Lot 리셋, 중복신호 제거, 부분매도, 하드엑시트, 재진입 감시계약, 거짓매도 비용.
### P2 — 포트폴리오 생존
자본바닥, ES, 상관클러스터, 섹터·종목·유동성 한도, 현금·단기채 대안.
### P3 — 매수·기회비용
PIT 품질·가치·수정·모멘텀, 기대수익 분포, 교체 기대효용, 단계진입.
### P4 — 검증·고객서비스
워크포워드/PBO/DSR, 챔피언-챌린저, 적합성, maker-checker, 고객 설명·세후 attribution.
## 16. 최종 제안
1. **11.0 원형은 실전 사용 중단**: 재진입 상태오염과 고회전 결함 때문이다.
2. **12.2 후보는 연구 채택**: 미국 표본에서 회전율과 MDD가 개선되고 국소 파라미터 강건성이 확인됐다.
3. **단일 전역 매도식은 기각**: 한국 표본에서 고정 추적매도가 더 우수했고 자산유형별 반응이 달랐다.
4. **자본바닥은 선택형 오버레이**: 자산보호에는 유효하지만 상승기 CAGR 기회비용이 크므로 고객 위험성향별로 분리한다.
5. **매도 KPI를 변경**: 고점 적중률이 아니라 영구손실 회피, ES 감소, 거짓매도 비용, 재진입 포착, 세후 기대효용으로 평가한다.
6. **생산 승격 전 데이터 투자가 선행**: 2026년 현재까지의 한국/미국 PIT 총수익·상폐·기업행사·재무·비용 없이는 운용사급 정확도라고 부를 수 없다.
K-ArtSell의 핵심 문장은 다음으로 정리한다.
> **좋은 매도는 하락을 피하는 행위가 아니라, 영구손실을 줄이면서 상승에 다시 참여할 권리를 보존하는 행위다.**
---
## 산출물 목록
- `K-ArtSell_12_2_quant_review_ko.md`: 본 보고서
- `K-ArtSell_12_2_config_proposal.yaml`: 정책·검증·아키텍처 구성 초안
- `kartsell_v12_research.py`: 미국 가격 연구 하네스
- `kartsell_v12_2_extension.py`: 한국 표본·팩터·비용 민감도 확장
- `kartsell_parameter_robustness_fast.py`: 9개 국소 강건성 검사
- `results_us/`, `results_kr/`: 모든 CSV 결과
## 면책과 증거등급
본 결과는 투자자문, 수익보장, 자동주문 승인이 아니다. 공개 데이터의 정확성·완전성은 보장되지 않으며, 한국 데이터는 2021년 4월에 종료되고 기업행사 조정 일부는 추론이다. 실제 투자 전에는 거래일 기준 미래에셋 계좌별 수수료·세금·환전·주문가능 상품과 최신 시장 데이터를 다시 검증해야 한다.
@@ -0,0 +1,47 @@
{
"created_at": "2026-08-01",
"evidence_status": "RESEARCH_CANDIDATE_NOT_PRODUCTION",
"data_sources": [
{
"market": "US",
"symbols": [
"SPY",
"AAPL",
"AMZN",
"NVDA",
"TSLA",
"AIG",
"AAMRQ"
],
"verified_end": "2026-03-20",
"limitations": [
"price return",
"no PIT fundamentals",
"no total return",
"public repository accuracy not guaranteed"
]
},
{
"market": "KR",
"symbols": [
"005930",
"000660",
"035900"
],
"verified_end": "2021-04-16",
"limitations": [
"stale source",
"inferred corporate-action rescaling",
"no PIT fundamentals",
"no total return"
]
}
],
"simulation_assumptions": {
"US_one_way_cost": 0.0007,
"KR_one_way_cost": 0.001,
"tax_fx_cash_yield": "excluded",
"execution": "close-to-close with next-day position lag"
},
"reproducibility_warning": "Raw source data are not bundled. Scripts expect the local filenames documented in source code."
}
@@ -0,0 +1,85 @@
from __future__ import annotations
import sys
from itertools import product
from pathlib import Path
import numpy as np
import pandas as pd
sys.path.insert(0,'/mnt/data')
import kartsell_v12_research as base
from kartsell_v12_2_extension import load_kr, KR_FILES, KR_CLASS
OUT=Path('/mnt/data/kartsell_v12_2_results'); OUT.mkdir(exist_ok=True)
US={s:base.load_symbol(s,p) for s,p in base.FILES.items() if s in ['SPY','AAPL','AMZN','NVDA','TSLA','AIG']}
KR={s:load_kr(s,p) for s,p in KR_FILES.items()}
CLASSES={**{s:base.ASSET_CLASS[s] for s in US},**KR_CLASS}
FEATURES={s:base.add_features(d).reset_index(drop=True) for s,d in {**US,**KR}.items()}
BASE_MIN={'broad_index_etf':.35,'large_quality_stock':.25,'high_vol_stock':.20,'cyclical_stock':.20,'distressed_stock':.10}
CRISIS={'broad_index_etf':-.18,'large_quality_stock':-.18,'high_vol_stock':-.22,'cyclical_stock':-.20,'distressed_stock':-.30}
def positions_fast(x, asset_class, act_mult=1., gb_mult=1., wait=10, breakout=20, min_shift=0.):
close=x.close.to_numpy(float); atr=x.atr20.to_numpy(float); sma50=x.sma50.to_numpy(float); sma200=x.sma200.to_numpy(float)
slope=x.sma50_slope20.to_numpy(float); vol=x.vol63.to_numpy(float); dates=x.date.to_numpy()
highprev=pd.Series(close).rolling(breakout,min_periods=max(5,breakout//2)).max().shift(1).to_numpy(float)
n=len(x); out=np.empty(n,float)
pos=1.; entry=close[0]; peak=entry; prev_floor=-np.inf; breach=0; last_sell=-10000; last_buy=-10000; below=0
minpos=float(np.clip(BASE_MIN[asset_class]+min_shift,.05,.75)); act=base.activation_gain(asset_class)*act_mult; crisis=CRISIS[asset_class]
for i in range(n):
px=close[i]; peak=max(peak,px); pg=peak/entry-1.; dd=px/peak-1.
below=below+1 if np.isfinite(sma200[i]) and px<sma200[i] else 0
regime=np.clip((-dd-.08)/.22,0,1); flow=np.clip((vol[i]-.20)/.50,0,1) if np.isfinite(vol[i]) else 0.
active=pg>=act or (np.isfinite(atr[i]) and peak-entry>=4*atr[i])
if active and np.isfinite(atr[i]):
lock=np.clip(.30+.25*regime+.15*flow,.30,.85); mult=np.clip(3.5-1.7*regime-.8*flow,1.6,3.5)
gb=np.clip(base.giveback_cap_v11(asset_class,pg)*gb_mult,.05,.40)
floor=max(entry+lock*(peak-entry),peak-mult*atr[i],peak*(1-gb),prev_floor); prev_floor=floor
breach=breach+1 if px<floor else 0; gap=(floor-px)/atr[i] if atr[i]>0 else 0
if i-last_sell>=5 and pos>minpos:
if gap>=1.5: pos=max(minpos,pos-.40); last_sell=i; breach=0
elif breach>=2: pos=max(minpos,pos-.20); last_sell=i; breach=0
if below>=1 and dd<=crisis and i-last_sell>=5 and pos>minpos:
pos=max(minpos,pos-.25); last_sell=i
if pos<1 and i-last_sell>=wait and i-last_buy>=wait:
reclaim=np.isfinite(sma50[i]) and px>sma50[i] and np.isfinite(slope[i]) and slope[i]>0
br=np.isfinite(highprev[i]) and px>highprev[i]
if reclaim and br:
pos=min(1,pos+.20); last_buy=i; entry=px; peak=px; prev_floor=-np.inf; breach=0
out[i]=pos
return pd.DataFrame({'date':dates,'position':out})
def bt(s,par):
x=FEATURES[s]; p=positions_fast(x,CLASSES[s],**par); cost=.0010 if s in KR else .0007
return base.backtest(x[['date','close']],p,cost=cost)
def market_port(bts,syms,start,end):
selected={s:base.period_slice(bts[s],start,end) for s in syms}
selected={s:b for s,b in selected.items() if len(b)>=60}
return base.portfolio_backtest(selected,False)
def score(m):
if not m or not np.isfinite(m.get('calmar',np.nan)): return -999.
return float(m['calmar']-.015*m['turnover_annual']+.25*max(-.3,min(.3,m['cagr'])))
rows=[]
# Compact local-neighbourhood test: activation and giveback ±20%, re-entry frozen.
for act,gb in product([.8,1.,1.2],[.8,1.,1.2]):
par={'act_mult':act,'gb_mult':gb,'wait':10,'breakout':20,'min_shift':0.}
bts={s:bt(s,par) for s in FEATURES}; mets={}
for region,syms,end in [('US',list(US),'2026-03-20'),('KR',list(KR),'2021-04-16')]:
for split,(st,en) in [('TRAIN',('2007-01-01','2017-12-31')),('OOS',('2018-01-01',end))]:
p=market_port(bts,syms,st,en); mets[(region,split)]=base.metrics(p) if len(p) else {}
row={**par,'train_robust_score':min(score(mets[('US','TRAIN')]),score(mets[('KR','TRAIN')])),
'oos_robust_score':min(score(mets[('US','OOS')]),score(mets[('KR','OOS')]))}
for (r,sp),m in mets.items():
for k in ['cagr','mdd','calmar','turnover_annual','avg_exposure']:
row[f'{r.lower()}_{sp.lower()}_{k}']=m.get(k,np.nan)
rows.append(row)
res=pd.DataFrame(rows).sort_values('train_robust_score',ascending=False).reset_index(drop=True)
res['train_rank']=np.arange(1,len(res)+1); res['oos_rank']=res.oos_robust_score.rank(ascending=False,method='min')
res.to_csv(OUT/'parameter_robustness_grid_9.csv',index=False)
top=res.head(3)
summary={'variants':len(res),'train_oos_spearman':res[['train_robust_score','oos_robust_score']].corr(method='spearman').iloc[0,1],
'top3_train_below_median_oos_rate':float((top.oos_robust_score<res.oos_robust_score.median()).mean()),
'baseline_train_rank':int(res.index[(res.act_mult==1)&(res.gb_mult==1)][0]+1),
'baseline_oos_rank':int(res.loc[(res.act_mult==1)&(res.gb_mult==1),'oos_rank'].iloc[0])}
pd.DataFrame([summary]).to_csv(OUT/'parameter_robustness_summary_9.csv',index=False)
print(pd.DataFrame([summary]).to_string(index=False)); print(res.to_string(index=False))
@@ -0,0 +1,217 @@
from __future__ import annotations
import math
from pathlib import Path
import numpy as np
import pandas as pd
import sys
sys.path.insert(0, '/mnt/data')
import kartsell_v12_research as base
ROOT = Path('/mnt/data')
OUT = ROOT / 'kartsell_v12_2_results'
OUT.mkdir(exist_ok=True)
KR_FILES = {
'005930': ROOT / '005930_KR.csv',
'000660': ROOT / '000660_KR.csv',
'035900': ROOT / '035900_KR.csv',
}
KR_NAMES = {'005930':'Samsung Electronics','000660':'SK Hynix','035900':'JYP Ent.'}
KR_CLASS = {'005930':'large_quality_stock','000660':'cyclical_stock','035900':'high_vol_stock'}
US_FILES = base.FILES
US_CLASS = base.ASSET_CLASS
def load_kr(symbol: str, path: Path) -> pd.DataFrame:
raw = pd.read_csv(path)
raw.columns = [c.strip().lower() for c in raw.columns]
raw['date'] = pd.to_datetime(raw['date'], errors='coerce')
for c in ['open','high','low','close','volume','adj_close']:
raw[c] = pd.to_numeric(raw[c], errors='coerce')
raw = raw.dropna(subset=['date','open','high','low','close','adj_close']).copy()
raw = raw[(raw['date'] >= pd.Timestamp('2007-01-01')) & (raw['date'] <= pd.Timestamp('2026-08-01'))]
raw = raw.sort_values('date').drop_duplicates('date', keep='last').reset_index(drop=True)
# Historical Korean Yahoo files sometimes put raw Close on a pre-split scale while OHLC is already adjusted.
# If raw Close is inside the raw daily range, OHLC and Close share a scale and all OHLC are adjusted by adj/close.
# If Adj_Close is inside the range but raw Close is not, the OHLC is already on the adjusted scale (notably old JYP rows).
raw = raw[(raw['adj_close'] > 0) & (raw['open'] > 0) & (raw['high'] > 0) & (raw['low'] > 0) & (raw['close'] > 0)].copy()
raw_in_range = (raw['close'] >= raw['low'] * .995) & (raw['close'] <= raw['high'] * 1.005)
adj_in_range = (raw['adj_close'] >= raw['low'] * .995) & (raw['adj_close'] <= raw['high'] * 1.005)
scale_raw = raw_in_range | (~adj_in_range)
factor = raw['adj_close'] / raw['close']
for c in ['open','high','low']:
raw[c] = np.where(scale_raw, raw[c] * factor, raw[c])
raw['close'] = raw['adj_close']
# Infer only near-integer discontinuities above 80% as provisional corporate-action adjustments.
# These are audit flags, not a substitute for an official corporate-action master.
raw = raw.reset_index(drop=True)
inferred = []
for i in range(1, len(raw)):
prev = float(raw.at[i-1,'close']); cur = float(raw.at[i,'close'])
if prev <= 0 or cur <= 0:
continue
ratio = cur / prev
mult = None
if ratio >= 1.8:
k = round(ratio)
if 2 <= k <= 100 and abs(ratio-k)/k <= .04:
mult = float(k)
elif ratio <= .55:
inv = 1.0/ratio
k = round(inv)
if 2 <= k <= 100 and abs(inv-k)/k <= .04:
mult = 1.0/float(k)
if mult is not None:
raw.loc[:i-1, ['open','high','low','close','adj_close']] *= mult
inferred.append((raw.at[i,'date'], mult))
raw.attrs['inferred_actions'] = inferred
raw['symbol'] = symbol
return raw[['date','symbol','open','high','low','close','adj_close','volume']]
def quality(symbol: str, path: Path, df: pd.DataFrame) -> dict:
raw = pd.read_csv(path)
dates = pd.to_datetime(raw['Date'], errors='coerce')
ret = df['close'].pct_change()
invalid = ((df['high'] < df[['open','close','low']].max(axis=1)) |
(df['low'] > df[['open','close','high']].min(axis=1))).sum()
return {
'symbol':symbol,'name':KR_NAMES[symbol],'market':'KOSPI' if symbol!='035900' else 'KOSDAQ',
'start':df.date.min().date().isoformat(),'end':df.date.max().date().isoformat(),'rows':len(df),
'raw_sorted':bool(dates.dropna().is_monotonic_increasing),'duplicate_dates':int(dates.duplicated().sum()),
'invalid_adjusted_ohlc_rows':int(invalid),'abs_daily_return_gt_50pct':int((ret.abs()>.5).sum()),
'zero_or_missing_volume_rows':int((df.volume.fillna(0)<=0).sum()),
'total_return_available':False,'pit_fundamentals_available':False,
'inferred_corporate_action_rescales': {'005930':'1:50 pre-2018-04-09','035900':'2:1 pre-2007-10-04'}.get(symbol,''),
'source_vintage_warning':'source ends 2021-04; not current'
}
def run_assets(dfs: dict[str,pd.DataFrame], classes: dict[str,str], market: str, cost: float):
rows=[]; periods=[]; events=[]; bts={k:{} for k in ['buy_hold','trend_10m_shifted','trailing_12','kartsell_v11_original','kartsell_v12_candidate']}
period_def={
'research_2007_2013':('2007-01-01','2013-12-31'),
'validation_2014_2017':('2014-01-01','2017-12-31'),
'oos_2018_source_end':('2018-01-01','2026-08-01'),
'gfc_2007_2009':('2007-01-01','2009-12-31'),
'covid_2020':('2020-01-01','2020-12-31'),
}
for s,df in dfs.items():
v11,e11=base.v11_positions(df,classes[s]); v12,e12=base.v12_positions(df,classes[s])
posmap={'buy_hold':base.buyhold_positions(df),'trend_10m_shifted':base.trend10m_positions(df),
'trailing_12':base.trailing_positions(df),'kartsell_v11_original':v11,'kartsell_v12_candidate':v12}
for n,p in posmap.items():
bt=base.backtest(df,p,cost=cost); bts[n][s]=bt
rows.append({'market':market,'symbol':s,'strategy':n,'cost_one_way':cost,**base.metrics(bt)})
for pn,(ps,pe) in period_def.items():
q=base.period_slice(bt,ps,pe)
if len(q)>=60: periods.append({'market':market,'symbol':s,'strategy':n,'period':pn,**base.metrics(q)})
events.extend([base.event_stats(s,df,e11,'kartsell_v11_original'),base.event_stats(s,df,e12,'kartsell_v12_candidate')])
e11.to_csv(OUT/f'{s}_v11_events.csv',index=False); e12.to_csv(OUT/f'{s}_v12_events.csv',index=False)
return pd.DataFrame(rows),pd.DataFrame(periods),pd.DataFrame(events),bts
def portfolio_from(bts, name: str, cost: float):
rows=[]; curves={}
for strategy, assets in bts.items():
p=base.portfolio_backtest(assets,use_capital_floor=False)
curves[strategy]=p; rows.append({'portfolio':name,'strategy':strategy,'cost_one_way':cost,**base.metrics(p)})
p=base.portfolio_backtest(bts['kartsell_v12_candidate'],use_capital_floor=True)
curves['kartsell_v12_plus_capital_floor']=p
rows.append({'portfolio':name,'strategy':'kartsell_v12_plus_capital_floor','cost_one_way':cost,**base.metrics(p)})
return pd.DataFrame(rows),curves
def factor_panel(dfs: dict[str,pd.DataFrame], market_map: dict[str,str]) -> pd.DataFrame:
frames=[]
for s,df in dfs.items():
x=df[['date','close']].copy().set_index('date')
m=x['close'].resample('ME').last().dropna().to_frame('close')
m['mom12_1']=m['close'].shift(1)/m['close'].shift(12)-1
m['mom6_1']=m['close'].shift(1)/m['close'].shift(6)-1
daily=df.set_index('date')['close'].pct_change()
vol63=daily.rolling(63,min_periods=40).std()*math.sqrt(252)
high252=df.set_index('date')['close'].rolling(252,min_periods=126).max()
m['vol63']=vol63.resample('ME').last()
m['drawdown252']=(df.set_index('date')['close']/high252-1).resample('ME').last()
m['fwd12m']=m['close'].shift(-12)/m['close']-1
m['symbol']=s; m['market']=market_map[s]
frames.append(m.reset_index())
return pd.concat(frames,ignore_index=True).dropna(subset=['fwd12m'])
def factor_summary(panel: pd.DataFrame) -> pd.DataFrame:
rows=[]
# Monthly cross-sectional terciles within region; no future data in factor formation.
for fac,ascending in [('mom12_1',False),('mom6_1',False),('vol63',True),('drawdown252',False)]:
p=panel.dropna(subset=[fac]).copy()
p['rank_pct']=p.groupby(['market','date'])[fac].rank(pct=True,ascending=True)
# For momentum/drawdown, high factor is preferred; for vol, low preferred.
if fac=='vol63':
top=p[p.rank_pct<=1/3]; bottom=p[p.rank_pct>=2/3]
else:
top=p[p.rank_pct>=2/3]; bottom=p[p.rank_pct<=1/3]
for label,q in [('preferred_tercile',top),('opposite_tercile',bottom)]:
r=q['fwd12m']
rows.append({'factor':fac,'bucket':label,'observations':len(q),'mean_fwd12m':r.mean(),'median_fwd12m':r.median(),
'positive_rate':(r>0).mean(),'loss_gt_20_rate':(r<-.20).mean()})
rows.append({'factor':fac,'bucket':'preferred_minus_opposite','observations':min(len(top),len(bottom)),
'mean_fwd12m':top.fwd12m.mean()-bottom.fwd12m.mean(),
'median_fwd12m':top.fwd12m.median()-bottom.fwd12m.median(),
'positive_rate':np.nan,'loss_gt_20_rate':np.nan})
return pd.DataFrame(rows)
def core_tactical_spy(spy: pd.DataFrame):
v12,_=base.v12_positions(spy,'broad_index_etf')
out=[]
for core in [.50,.65,.80]:
p=v12[['date','position']].copy(); p['position']=core+(1-core)*p['position']
bt=base.backtest(spy,p,cost=base.ONE_WAY_COST)
out.append({'strategy':f'SPY_core_{int(core*100)}_tactical_{int((1-core)*100)}',**base.metrics(bt)})
return pd.DataFrame(out)
def main():
kr={s:load_kr(s,p) for s,p in KR_FILES.items()}
pd.DataFrame([quality(s,KR_FILES[s],d) for s,d in kr.items()]).to_csv(OUT/'kr_data_quality.csv',index=False)
kr_rows,kr_periods,kr_events,kr_bts=run_assets(kr,KR_CLASS,'KR',cost=.0010)
kr_rows.to_csv(OUT/'kr_asset_metrics_10bps.csv',index=False)
kr_periods.to_csv(OUT/'kr_period_metrics_10bps.csv',index=False)
kr_events.to_csv(OUT/'kr_sell_event_stats.csv',index=False)
kr_port,kr_curves=portfolio_from(kr_bts,'kr_three_equal_weight',cost=.0010)
kr_port.to_csv(OUT/'kr_portfolio_metrics_10bps.csv',index=False)
for n,c in kr_curves.items(): c.to_csv(OUT/f'kr_portfolio_{n}.csv',index=False)
# Cost stress for sell-heavy strategies.
stress=[]
for cost in [.0007,.0015,.0030]:
r,_,_,b=run_assets(kr,KR_CLASS,'KR',cost=cost)
p,_=portfolio_from(b,f'kr_three_equal_weight_cost_{cost:.4f}',cost=cost)
stress.append(p[p.strategy.isin(['kartsell_v11_original','kartsell_v12_candidate'])])
pd.concat(stress,ignore_index=True).to_csv(OUT/'kr_cost_sensitivity.csv',index=False)
us={s:base.load_symbol(s,p) for s,p in US_FILES.items() if s!='AAMRQ'}
all_dfs={**us,**kr}
market_map={**{s:'US' for s in us},**{s:'KR' for s in kr}}
panel=factor_panel(all_dfs,market_map)
panel.to_csv(OUT/'price_factor_panel_monthly.csv',index=False)
factor_summary(panel).to_csv(OUT/'price_factor_summary.csv',index=False)
core_tactical_spy(us['SPY']).to_csv(OUT/'spy_core_tactical_metrics.csv',index=False)
print('KR DATA QUALITY')
print(pd.read_csv(OUT/'kr_data_quality.csv').to_string(index=False))
print('\nKR PORTFOLIO')
print(kr_port[['strategy','cagr','mdd','calmar','turnover_annual','avg_exposure']].to_string(index=False))
print('\nFACTOR SUMMARY')
print(pd.read_csv(OUT/'price_factor_summary.csv').to_string(index=False))
print('\nSPY CORE TACTICAL')
print(pd.read_csv(OUT/'spy_core_tactical_metrics.csv')[['strategy','cagr','mdd','calmar','turnover_annual','avg_exposure']].to_string(index=False))
if __name__=='__main__': main()
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from __future__ import annotations
import math
from dataclasses import dataclass, asdict
from pathlib import Path
from typing import Dict, Tuple
import numpy as np
import pandas as pd
ROOT = Path('/mnt/data')
OUT = ROOT / 'kartsell_v12_results'
OUT.mkdir(exist_ok=True)
FILES = {
'SPY': ROOT / 'SPY_Historical_Data.csv',
'AAPL': ROOT / 'AAPL.csv',
'AMZN': ROOT / 'AMZN.csv',
'NVDA': ROOT / 'NVDA.csv',
'TSLA': ROOT / 'TSLA.csv',
'AIG': ROOT / 'AIG.csv',
'AAMRQ': ROOT / 'AAMRQ.csv',
}
ASSET_CLASS = {
'SPY': 'broad_index_etf',
'AAPL': 'large_quality_stock',
'AMZN': 'large_quality_stock',
'NVDA': 'high_vol_stock',
'TSLA': 'high_vol_stock',
'AIG': 'cyclical_stock',
'AAMRQ': 'distressed_stock',
}
START = pd.Timestamp('2007-01-01')
END = pd.Timestamp('2026-08-01')
ONE_WAY_COST = 0.0007 # 7 bps: 2 bps commission + 5 bps slippage; FX/tax excluded.
def load_symbol(symbol: str, path: Path) -> pd.DataFrame:
df = pd.read_csv(path)
# Drop unnamed index columns.
df = df.loc[:, ~df.columns.astype(str).str.startswith('Unnamed')]
if df.columns[0] == '':
df = df.iloc[:, 1:]
rename = {c: c.strip().lower().replace('datetime', 'date') for c in df.columns}
df = df.rename(columns=rename)
if 'date' not in df.columns and 'DateTime' in df.columns:
df = df.rename(columns={'DateTime': 'date'})
df['date'] = pd.to_datetime(df['date'], errors='coerce', format='mixed')
for c in ['open', 'high', 'low', 'close', 'volume']:
df[c] = pd.to_numeric(df[c], errors='coerce')
df = df.dropna(subset=['date', 'open', 'high', 'low', 'close']).copy()
df = df[(df['date'] >= START) & (df['date'] <= END)]
df = df.sort_values('date').drop_duplicates('date', keep='last').reset_index(drop=True)
df['symbol'] = symbol
df['adj_close'] = df['close']
return df[['date','symbol','open','high','low','close','adj_close','volume']]
def data_quality(symbol: str, df: pd.DataFrame) -> dict:
raw = pd.read_csv(FILES[symbol])
date_col = 'DateTime' if 'DateTime' in raw.columns else 'date'
raw_dates = pd.to_datetime(raw[date_col], errors='coerce', format='mixed')
sorted_raw = raw_dates.dropna().is_monotonic_increasing
dup = raw_dates.duplicated().sum()
invalid_ohlc = ((df['high'] < df[['open','close','low']].max(axis=1)) |
(df['low'] > df[['open','close','high']].min(axis=1))).sum()
ret = df['close'].pct_change()
jumps50 = (ret.abs() > 0.50).sum()
gaps = df['date'].diff().dt.days
max_gap = int(gaps.max()) if len(gaps.dropna()) else 0
zero_vol = int((df['volume'].fillna(0) <= 0).sum())
return {
'symbol': symbol,
'start': df['date'].min().date().isoformat() if len(df) else None,
'end': df['date'].max().date().isoformat() if len(df) else None,
'rows': len(df),
'raw_sorted': bool(sorted_raw),
'raw_duplicate_dates': int(dup),
'invalid_ohlc_rows': int(invalid_ohlc),
'abs_daily_return_gt_50pct': int(jumps50),
'max_calendar_gap_days': max_gap,
'zero_or_missing_volume_rows': zero_vol,
'total_return_available': False,
'pit_fundamentals_available': False,
'corporate_action_table_available': False,
}
def add_features(df: pd.DataFrame) -> pd.DataFrame:
x = df.copy()
prev = x['close'].shift(1)
tr = pd.concat([(x['high']-x['low']), (x['high']-prev).abs(), (x['low']-prev).abs()], axis=1).max(axis=1)
x['atr20'] = tr.rolling(20, min_periods=20).mean()
x['sma50'] = x['close'].rolling(50, min_periods=50).mean()
x['sma200'] = x['close'].rolling(200, min_periods=200).mean()
x['sma50_slope20'] = x['sma50'] / x['sma50'].shift(20) - 1
x['ret1'] = x['close'].pct_change()
x['vol63'] = x['ret1'].rolling(63, min_periods=30).std() * math.sqrt(252)
x['vol252_med'] = x['vol63'].rolling(252, min_periods=63).median()
x['high20_prev'] = x['close'].rolling(20, min_periods=20).max().shift(1)
x['high63_prev'] = x['close'].rolling(63, min_periods=40).max().shift(1)
x['low20_prev'] = x['close'].rolling(20, min_periods=20).min().shift(1)
x['weekly_close'] = x.set_index('date')['close'].resample('W-FRI').last().reindex(x['date'], method='ffill').to_numpy()
return x
def activation_gain(asset_class: str) -> float:
return {
'broad_index_etf': 0.12,
'large_quality_stock': 0.18,
'high_vol_stock': 0.25,
'cyclical_stock': 0.22,
'distressed_stock': 0.30,
}[asset_class]
def core_floor(asset_class: str) -> float:
return {
'broad_index_etf': 0.55,
'large_quality_stock': 0.40,
'high_vol_stock': 0.25,
'cyclical_stock': 0.30,
'distressed_stock': 0.15,
}[asset_class]
def giveback_cap_v11(asset_class: str, peak_gain: float) -> float:
if asset_class == 'broad_index_etf':
return 0.12 if peak_gain < .25 else 0.10 if peak_gain < .50 else 0.08 if peak_gain < 1 else 0.07
if asset_class == 'large_quality_stock':
return 0.15 if peak_gain < .25 else 0.14 if peak_gain < .50 else 0.12 if peak_gain < 1 else 0.10
return 0.18 if peak_gain < .50 else 0.15 if peak_gain < 1 else 0.12
def giveback_cap_v12(asset_class: str, peak_gain: float) -> float:
# Deliberately wider than v11 to preserve secular winners; the portfolio floor handles systemic risk.
if asset_class == 'broad_index_etf':
return 0.14 if peak_gain < .25 else 0.12 if peak_gain < .50 else 0.10 if peak_gain < 1 else 0.08
if asset_class == 'large_quality_stock':
return 0.19 if peak_gain < .25 else 0.17 if peak_gain < .50 else 0.14 if peak_gain < 1 else 0.11
if asset_class == 'cyclical_stock':
return 0.20 if peak_gain < .50 else 0.17 if peak_gain < 1 else 0.14
if asset_class == 'distressed_stock':
return 0.28 if peak_gain < .50 else 0.23 if peak_gain < 1 else 0.18
return 0.25 if peak_gain < .50 else 0.20 if peak_gain < 1 else 0.16
def v11_positions(df: pd.DataFrame, asset_class: str) -> Tuple[pd.DataFrame, pd.DataFrame]:
x = add_features(df)
pos = 1.0
entry = float(x.iloc[0]['close'])
peak = entry
prev_floor = -np.inf
breach_count = 0
last_sell_idx = -10000
rows, events = [], []
for i, row in x.iterrows():
px = float(row['close'])
peak = max(peak, px)
peak_gain = peak / entry - 1
atr = float(row['atr20']) if pd.notna(row['atr20']) else np.nan
dd = px / peak - 1
trend_bad = pd.notna(row['sma200']) and px < row['sma200']
regime = min(1, max(0, (-dd - .08)/.22))
flow = min(1, max(0, (float(row['vol63'])-.20)/.50)) if pd.notna(row['vol63']) else 0
lock = np.clip(.30 + .25*regime + .15*flow, .30, .85)
floor = np.nan
active = peak_gain >= activation_gain(asset_class)
if pd.notna(atr) and peak-entry >= 4*atr:
active = True
old = pos
reason = None
if active and pd.notna(atr):
atr_mult = np.clip(3.5-1.7*regime-.8*flow,1.6,3.5)
floor = max(entry + lock*(peak-entry), peak-atr_mult*atr, peak*(1-giveback_cap_v11(asset_class,peak_gain)), prev_floor)
prev_floor = floor
breach_count = breach_count+1 if px<floor else 0
gap=(floor-px)/atr if atr>0 else 0
if i-last_sell_idx>=5:
if gap>=1.5:
pos=max(.35,pos-.40); last_sell_idx=i; breach_count=0; reason='gap_floor'
elif breach_count>=2:
pos=max(.50,pos-.20); last_sell_idx=i; breach_count=0; reason='two_close_floor'
if trend_bad and dd<=-.18 and i-last_sell_idx>=5:
f=.35 if asset_class=='broad_index_etf' else .20
pos=max(f,pos-.25); last_sell_idx=i; reason='trend_crisis'
no_new_low=i>=5 and px>float(x.iloc[max(0,i-5):i+1]['close'].min())
recovery=pd.notna(row['sma200']) and px>row['sma200']
if pos<1 and no_new_low and recovery:
pos=min(1,pos+.15)
if pos>old: reason='daily_reentry'
if pos != old:
events.append({'date':row['date'],'old_position':old,'new_position':pos,'side':'BUY' if pos>old else 'SELL','reason':reason,'price':px,'peak':peak,'cycle_entry':entry,'floor':floor})
rows.append({'date':row['date'],'position':pos,'floor':floor,'entry':entry,'peak':peak})
return pd.DataFrame(rows), pd.DataFrame(events)
def v12_positions(df: pd.DataFrame, asset_class: str) -> Tuple[pd.DataFrame, pd.DataFrame]:
"""K-ArtSell 12.1 balanced candidate.
Keeps v11's strong profit floor, but fixes the stale-cycle and daily-refill defects:
- separated core floor by asset class;
- re-entry only after 10 sessions, 50D trend recovery and 20D breakout;
- no more than one 20%-point refill per 10 sessions;
- every refill starts a new tactical protection cycle.
"""
x = add_features(df)
pos = 1.0
entry = float(x.iloc[0]['close'])
peak = entry
prev_floor = -np.inf
breach_count = 0
last_sell = -10000
last_buy = -10000
below200_count = 0
rows, events = [], []
min_pos = {
'broad_index_etf': .35,
'large_quality_stock': .25,
'high_vol_stock': .20,
'cyclical_stock': .20,
'distressed_stock': .10,
}[asset_class]
crisis_dd = {
'broad_index_etf': -.18,
'large_quality_stock': -.18,
'high_vol_stock': -.22,
'cyclical_stock': -.20,
'distressed_stock': -.30,
}[asset_class]
for i, row in x.iterrows():
px = float(row['close'])
peak = max(peak, px)
peak_gain = peak / entry - 1.0
atr = float(row['atr20']) if pd.notna(row['atr20']) else np.nan
dd = px / peak - 1.0
below200_count = below200_count + 1 if pd.notna(row['sma200']) and px < row['sma200'] else 0
regime = np.clip((-dd - .08) / .22, 0, 1)
flow_proxy = np.clip((float(row['vol63']) - .20) / .50, 0, 1) if pd.notna(row['vol63']) else 0
floor = np.nan
old = pos
reason = None
active = peak_gain >= activation_gain(asset_class)
if pd.notna(atr) and peak - entry >= 4.0 * atr:
active = True
if active and pd.notna(atr):
lock = np.clip(.30 + .25 * regime + .15 * flow_proxy, .30, .85)
atr_mult = np.clip(3.5 - 1.7 * regime - .8 * flow_proxy, 1.6, 3.5)
floor = max(
entry + lock * (peak - entry),
peak - atr_mult * atr,
peak * (1.0 - giveback_cap_v11(asset_class, peak_gain)),
prev_floor,
)
prev_floor = floor
breach_count = breach_count + 1 if px < floor else 0
gap = (floor - px) / atr if atr > 0 else 0
if i - last_sell >= 5 and pos > min_pos:
if gap >= 1.5:
pos = max(min_pos, pos - .40)
last_sell = i
breach_count = 0
reason = 'gap_floor'
elif breach_count >= 2:
pos = max(min_pos, pos - .20)
last_sell = i
breach_count = 0
reason = 'two_close_floor'
if below200_count >= 1 and dd <= crisis_dd and i - last_sell >= 5 and pos > min_pos:
pos = max(min_pos, pos - .25)
last_sell = i
reason = 'trend_crisis'
# Staged, non-daily re-entry. Both trend recovery and a fresh breakout are required.
if pos < 1.0 and i - last_sell >= 10 and i - last_buy >= 10:
reclaim50 = (
pd.notna(row['sma50']) and px > row['sma50'] and
pd.notna(row['sma50_slope20']) and row['sma50_slope20'] > 0
)
breakout20 = pd.notna(row['high20_prev']) and px > row['high20_prev']
if reclaim50 and breakout20:
pos = min(1.0, pos + .20)
last_buy = i
reason = 'reentry_reclaim50_breakout20'
# New tactical capital must not inherit an obsolete historical floor.
entry = px
peak = px
prev_floor = -np.inf
breach_count = 0
if pos != old:
events.append({
'date': row['date'], 'old_position': old, 'new_position': pos,
'side': 'BUY' if pos > old else 'SELL', 'reason': reason,
'price': px, 'peak': peak, 'cycle_entry': entry, 'floor': floor,
})
rows.append({
'date': row['date'], 'position': pos, 'floor': floor,
'entry': entry, 'peak': peak, 'regime_proxy': regime,
'volshock_proxy': flow_proxy,
})
return pd.DataFrame(rows), pd.DataFrame(events)
def buyhold_positions(df):
return pd.DataFrame({'date':df['date'],'position':1.0})
def trend10m_positions(df):
x=df[['date','close']].copy()
m=x.set_index('date')['close'].resample('ME').last().dropna().to_frame('close')
m['sma10']=m['close'].rolling(10,min_periods=10).mean()
# Execute only after the month-end observation becomes known.
m['position']=(m['close']>=m['sma10']).astype(float).shift(1)
daily=m['position'].reindex(x['date'],method='ffill').fillna(1.0).to_numpy()
return pd.DataFrame({'date':x['date'],'position':daily})
def trailing_positions(df, trail=.12):
pos=1.0; peak=float(df.iloc[0]['close']); cooldown=0; out=[]
for _,r in df.iterrows():
px=float(r['close'])
if pos>0:
peak=max(peak,px)
if px<=peak*(1-trail): pos=0; cooldown=20
else:
cooldown-=1
if cooldown<=0 and px>=df.loc[:r.name,'close'].rolling(50,min_periods=20).mean().iloc[-1]:
pos=1; peak=px
out.append({'date':r['date'],'position':pos})
return pd.DataFrame(out)
def backtest(df: pd.DataFrame, posdf: pd.DataFrame, cost=ONE_WAY_COST) -> pd.DataFrame:
z=df[['date','close']].merge(posdf[['date','position']],on='date',how='inner').copy()
z['asset_return']=z['close'].pct_change().fillna(0)
z['position_lag']=z['position'].shift(1).fillna(z['position'].iloc[0])
delta=z['position'].diff().fillna(0)
z['turnover']=delta.abs()
z['cost']=z['turnover']*cost
z['strategy_return']=z['position_lag']*z['asset_return']-z['cost']
z['equity']=(1+z['strategy_return']).cumprod()
return z
def max_recovery_days(equity: pd.Series) -> int:
dd=equity/equity.cummax()-1
cur=mx=0
for v in dd<0:
cur=cur+1 if v else 0; mx=max(mx,cur)
return int(mx)
def metrics(bt: pd.DataFrame) -> dict:
if len(bt)<2: return {}
years=max((bt['date'].iloc[-1]-bt['date'].iloc[0]).days/365.25,1/365.25)
eq=bt['equity']; ret=bt['strategy_return']
final=float(eq.iloc[-1]); cagr=final**(1/years)-1
vol=float(ret.std(ddof=1)*math.sqrt(252)) if ret.std(ddof=1)>0 else 0
sh=float(ret.mean()/ret.std(ddof=1)*math.sqrt(252)) if ret.std(ddof=1)>0 else 0
dd=eq/eq.cummax()-1; mdd=float(dd.min())
downside=ret[ret<0]
sortino=float(ret.mean()/downside.std(ddof=1)*math.sqrt(252)) if len(downside)>2 and downside.std(ddof=1)>0 else 0
cvar=float(ret[ret<=ret.quantile(.05)].mean()) if len(ret)>20 else np.nan
return {
'start':bt['date'].iloc[0].date().isoformat(),'end':bt['date'].iloc[-1].date().isoformat(),'observations':len(bt),
'cagr':cagr,'mdd':mdd,'calmar':cagr/abs(mdd) if mdd<0 else np.nan,'annual_vol':vol,'sharpe_zero_rf':sh,'sortino_zero_rf':sortino,
'ulcer_index':float(np.sqrt(np.mean((dd*100)**2))),'recovery_days_max':max_recovery_days(eq),
'turnover_annual':float(bt['turnover'].sum()/years),'avg_exposure':float(bt['position_lag'].mean()),
'cvar_5_daily':cvar,'final_equity':final,
}
def event_stats(symbol: str, df: pd.DataFrame, events: pd.DataFrame, strategy: str) -> dict:
if events.empty:
return {'symbol':symbol,'strategy':strategy,'sell_events':0,'buy_events':0,'median_gain_capture':np.nan,'median_63d_post_sell_return':np.nan,'false_exit_rate_63d':np.nan}
close=df.set_index('date')['close']
sells=events[events['side']=='SELL'].copy(); buys=events[events['side']=='BUY']
captures=[]; fwd=[]; false=[]
for _,e in sells.iterrows():
d=e['date']; px=e['price']; entry=e['cycle_entry']; peak=e['peak']
denom=peak-entry
captures.append((px-entry)/denom if denom>0 else np.nan)
idx=close.index.get_indexer([d])[0]
if idx>=0 and idx+63<len(close):
r=close.iloc[idx+63]/px-1; fwd.append(r); false.append(r>0.10)
return {'symbol':symbol,'strategy':strategy,'sell_events':len(sells),'buy_events':len(buys),
'median_gain_capture':float(np.nanmedian(captures)) if captures else np.nan,
'median_63d_post_sell_return':float(np.nanmedian(fwd)) if fwd else np.nan,
'false_exit_rate_63d':float(np.mean(false)) if false else np.nan}
def period_slice(bt, start, end):
q=bt[(bt['date']>=pd.Timestamp(start)) & (bt['date']<=pd.Timestamp(end))].copy()
if len(q):
# Rebase within period.
q['equity']=(1+q['strategy_return']).cumprod()
return q
def portfolio_backtest(asset_bts: Dict[str,pd.DataFrame], use_capital_floor: bool) -> pd.DataFrame:
rets=[]; exps=[]; turns=[]
for s,bt in asset_bts.items():
q=bt.set_index('date')
rets.append(q['strategy_return'].rename(s)); exps.append(q['position_lag'].rename(s)); turns.append(q['turnover'].rename(s))
R=pd.concat(rets,axis=1).sort_index()
E=pd.concat(exps,axis=1).reindex(R.index)
T=pd.concat(turns,axis=1).reindex(R.index)
base=R.mean(axis=1,skipna=True).fillna(0)
avgexp=E.mean(axis=1,skipna=True).fillna(0)
avgturn=T.mean(axis=1,skipna=True).fillna(0)
scale=1.0; equity=1.0; peak=1.0; prev_scale=1.0; rows=[]
for d,r in base.items():
dd=equity/peak-1
target=1.0
if use_capital_floor:
if dd<=-.25: target=.35
elif dd<=-.18: target=.55
elif dd<=-.12: target=.75
elif dd<=-.08: target=.90
# Hysteresis: scale up only in 10%-points per day after recovery.
if target>scale: scale=min(target,scale+.10)
else: scale=target
else: scale=1.0
overlay_turn=abs(scale-prev_scale)
strat=scale*r-overlay_turn*ONE_WAY_COST
equity*=1+strat; peak=max(peak,equity)
rows.append({'date':d,'asset_return':r,'position':scale*avgexp.loc[d],'position_lag':scale*avgexp.loc[d],
'turnover':scale*avgturn.loc[d]+overlay_turn,'cost':overlay_turn*ONE_WAY_COST,'strategy_return':strat,'equity':equity,'risk_scale':scale})
prev_scale=scale
return pd.DataFrame(rows)
def main():
dfs={s:load_symbol(s,p) for s,p in FILES.items()}
pd.DataFrame([data_quality(s,df) for s,df in dfs.items()]).to_csv(OUT/'data_quality.csv',index=False)
asset_rows=[]; period_rows=[]; event_rows=[]
bts_by_strategy={k:{} for k in ['buy_hold','trend_10m_shifted','trailing_12','kartsell_v11_original','kartsell_v12_candidate']}
periods={
'research_2007_2013':('2007-01-01','2013-12-31'),
'validation_2014_2017':('2014-01-01','2017-12-31'),
'rolling_oos_2018_2023':('2018-01-01','2023-12-31'),
'frozen_oos_2024_latest':('2024-01-01','2026-08-01'),
'gfc_2007_2009':('2007-01-01','2009-12-31'),
'covid_2020':('2020-01-01','2020-12-31'),
'inflation_bear_2022':('2022-01-01','2022-12-31'),
}
for s,df in dfs.items():
v11,e11=v11_positions(df,ASSET_CLASS[s]); v12,e12=v12_positions(df,ASSET_CLASS[s])
posmap={'buy_hold':buyhold_positions(df),'trend_10m_shifted':trend10m_positions(df),'trailing_12':trailing_positions(df),
'kartsell_v11_original':v11,'kartsell_v12_candidate':v12}
for name,pos in posmap.items():
bt=backtest(df,pos); bts_by_strategy[name][s]=bt
asset_rows.append({'symbol':s,'asset_class':ASSET_CLASS[s],'strategy':name,**metrics(bt)})
for pn,(ps,pe) in periods.items():
q=period_slice(bt,ps,pe)
if len(q)>=60:
period_rows.append({'symbol':s,'strategy':name,'period':pn,**metrics(q)})
e11.to_csv(OUT/f'{s}_v11_events.csv',index=False); e12.to_csv(OUT/f'{s}_v12_events.csv',index=False)
event_rows += [event_stats(s,df,e11,'kartsell_v11_original'),event_stats(s,df,e12,'kartsell_v12_candidate')]
pd.DataFrame(asset_rows).to_csv(OUT/'asset_metrics.csv',index=False)
pd.DataFrame(period_rows).to_csv(OUT/'period_metrics.csv',index=False)
pd.DataFrame(event_rows).to_csv(OUT/'sell_event_stats.csv',index=False)
port_rows=[]; port_bts={}
portfolio_sets = {
'core_six_dynamic_equal_weight': ['SPY','AAPL','AMZN','NVDA','TSLA','AIG'],
'all_seven_including_delisted_stress': list(FILES.keys()),
}
for portfolio_name, symbols in portfolio_sets.items():
for name,abd in bts_by_strategy.items():
selected={k:v for k,v in abd.items() if k in symbols}
p=portfolio_backtest(selected,use_capital_floor=False)
port_bts[f'{portfolio_name}_{name}']=p
port_rows.append({'portfolio':portfolio_name,'strategy':name,**metrics(p)})
selected={k:v for k,v in bts_by_strategy['kartsell_v12_candidate'].items() if k in symbols}
pcap=portfolio_backtest(selected,use_capital_floor=True)
port_bts[f'{portfolio_name}_kartsell_v12_plus_capital_floor']=pcap
port_rows.append({'portfolio':portfolio_name,'strategy':'kartsell_v12_plus_capital_floor',**metrics(pcap)})
pd.DataFrame(port_rows).to_csv(OUT/'portfolio_metrics.csv',index=False)
for name,p in port_bts.items(): p.to_csv(OUT/f'portfolio_{name}.csv',index=False)
# Compact summary comparison.
am=pd.DataFrame(asset_rows)
wide=am.pivot(index='symbol',columns='strategy',values=['cagr','mdd','calmar','turnover_annual','avg_exposure'])
wide.to_csv(OUT/'asset_comparison_wide.csv')
print(pd.DataFrame(port_rows)[['strategy','cagr','mdd','calmar','turnover_annual','avg_exposure','final_equity']].to_string(index=False))
print('\nAsset v11 vs v12:')
print(am[am.strategy.isin(['kartsell_v11_original','kartsell_v12_candidate'])][['symbol','strategy','cagr','mdd','calmar','turnover_annual','avg_exposure']].to_string(index=False))
if __name__=='__main__':
main()
@@ -0,0 +1,758 @@
date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-10-23,1.0,0.75,SELL,trend_crisis,20843.0,32487.0,31037.0,
2007-10-30,0.75,0.5,SELL,trend_crisis,20594.0,32487.0,31037.0,
2007-11-06,0.5,0.25,SELL,trend_crisis,20014.0,32487.0,31037.0,
2007-11-13,0.25,0.2,SELL,trend_crisis,19227.0,32487.0,31037.0,
2008-04-02,0.2,0.35,BUY,daily_reentry,24127.0,32487.0,31037.0,
2008-04-03,0.35,0.5,BUY,daily_reentry,24213.0,32487.0,31037.0,
2008-04-04,0.5,0.25,SELL,trend_crisis,23999.0,32487.0,31037.0,
2008-04-11,0.25,0.4,BUY,daily_reentry,24813.0,32487.0,31037.0,
2008-04-14,0.4,0.55,BUY,daily_reentry,24770.0,32487.0,31037.0,
2008-04-15,0.55,0.30000000000000004,SELL,trend_crisis,23870.0,32487.0,31037.0,
2008-04-17,0.30000000000000004,0.45000000000000007,BUY,daily_reentry,24042.0,32487.0,31037.0,
2008-04-18,0.45000000000000007,0.6000000000000001,BUY,daily_reentry,24256.0,32487.0,31037.0,
2008-04-21,0.6000000000000001,0.7500000000000001,BUY,daily_reentry,25156.0,32487.0,31037.0,
2008-04-22,0.7500000000000001,0.9000000000000001,BUY,daily_reentry,25242.0,32487.0,31037.0,
2008-04-23,0.9000000000000001,1.0,BUY,daily_reentry,24813.0,32487.0,31037.0,
2008-04-28,1.0,0.75,SELL,trend_crisis,22842.0,32487.0,31037.0,
2008-05-02,0.75,0.9,BUY,daily_reentry,23956.0,32487.0,31037.0,
2008-05-05,0.9,1.0,BUY,daily_reentry,23956.0,32487.0,31037.0,
2008-06-27,1.0,0.75,SELL,trend_crisis,22242.0,32487.0,31037.0,
2008-07-04,0.75,0.5,SELL,trend_crisis,20013.0,32487.0,31037.0,
2008-07-11,0.5,0.25,SELL,trend_crisis,20356.0,32487.0,31037.0,
2008-07-18,0.25,0.2,SELL,trend_crisis,19413.0,32487.0,31037.0,
2009-04-06,0.2,0.35,BUY,daily_reentry,13173.0,32487.0,31037.0,
2009-04-07,0.35,0.5,BUY,daily_reentry,13313.0,32487.0,31037.0,
2009-04-08,0.5,0.65,BUY,daily_reentry,13034.0,32487.0,31037.0,
2009-04-09,0.65,0.8,BUY,daily_reentry,13127.0,32487.0,31037.0,
2009-04-10,0.8,0.9500000000000001,BUY,daily_reentry,12568.0,32487.0,31037.0,
2009-04-14,0.9500000000000001,1.0,BUY,daily_reentry,12894.0,32487.0,31037.0,
2009-05-27,1.0,0.75,SELL,trend_crisis,10706.0,32487.0,31037.0,
2009-05-28,0.75,0.9,BUY,daily_reentry,11684.0,32487.0,31037.0,
2009-05-29,0.9,1.0,BUY,daily_reentry,12010.0,32487.0,31037.0,
2010-07-22,1.0,0.75,SELL,trend_crisis,21426.0,32487.0,31037.0,
2010-07-26,0.75,0.9,BUY,daily_reentry,22706.0,32487.0,31037.0,
2010-07-27,0.9,1.0,BUY,daily_reentry,22280.0,32487.0,31037.0,
2010-07-29,1.0,0.75,SELL,trend_crisis,21189.0,32487.0,31037.0,
2010-08-05,0.75,0.5,SELL,trend_crisis,20763.0,32487.0,31037.0,
2010-08-12,0.5,0.25,SELL,trend_crisis,20099.0,32487.0,31037.0,
2010-08-19,0.25,0.2,SELL,trend_crisis,21332.0,32487.0,31037.0,
2010-10-22,0.2,0.35,BUY,daily_reentry,22943.0,32487.0,31037.0,
2010-10-25,0.35,0.5,BUY,daily_reentry,23038.0,32487.0,31037.0,
2010-10-26,0.5,0.25,SELL,trend_crisis,22469.0,32487.0,31037.0,
2010-11-02,0.25,0.2,SELL,trend_crisis,20763.0,32487.0,31037.0,
2010-11-22,0.2,0.35,BUY,daily_reentry,23986.0,32487.0,31037.0,
2010-11-23,0.35,0.5,BUY,daily_reentry,24034.0,32487.0,31037.0,
2010-11-24,0.5,0.65,BUY,daily_reentry,24413.0,32487.0,31037.0,
2010-11-25,0.65,0.8,BUY,daily_reentry,23891.0,32487.0,31037.0,
2010-11-26,0.8,0.9500000000000001,BUY,daily_reentry,23370.0,32487.0,31037.0,
2010-11-29,0.9500000000000001,1.0,BUY,daily_reentry,23512.0,32487.0,31037.0,
2010-11-30,1.0,0.75,SELL,trend_crisis,22280.0,32487.0,31037.0,
2010-12-07,0.75,0.5,SELL,trend_crisis,22374.0,32487.0,31037.0,
2010-12-10,0.5,0.65,BUY,daily_reentry,23228.0,32487.0,31037.0,
2010-12-13,0.65,0.8,BUY,daily_reentry,23086.0,32487.0,31037.0,
2010-12-14,0.8,0.9500000000000001,BUY,daily_reentry,23465.0,32487.0,31037.0,
2010-12-15,0.9500000000000001,0.7000000000000001,SELL,trend_crisis,22991.0,32487.0,31037.0,
2010-12-22,0.7000000000000001,0.45000000000000007,SELL,trend_crisis,22090.0,32487.0,31037.0,
2010-12-29,0.45000000000000007,0.6000000000000001,BUY,daily_reentry,23282.0,32487.0,31037.0,
2010-12-30,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,23042.0,32487.0,31037.0,
2011-01-03,0.3500000000000001,0.5000000000000001,BUY,daily_reentry,24291.0,32487.0,31037.0,
2011-01-04,0.5000000000000001,0.6500000000000001,BUY,daily_reentry,24579.0,32487.0,31037.0,
2011-01-05,0.6500000000000001,0.8000000000000002,BUY,daily_reentry,24867.0,32487.0,31037.0,
2011-01-06,0.8000000000000002,0.9500000000000002,BUY,daily_reentry,25059.0,32487.0,31037.0,
2011-01-07,0.9500000000000002,1.0,BUY,daily_reentry,25059.0,32487.0,31037.0,
2011-06-13,1.0,0.75,SELL,trend_crisis,25299.0,35524.0,31037.0,
2011-06-15,0.75,0.9,BUY,daily_reentry,25875.0,35524.0,31037.0,
2011-06-20,0.9,0.65,SELL,trend_crisis,24194.0,35524.0,31037.0,
2011-06-24,0.65,0.8,BUY,daily_reentry,26787.0,35524.0,31037.0,
2011-06-27,0.8,0.55,SELL,trend_crisis,25635.0,35524.0,31037.0,
2011-07-04,0.55,0.30000000000000004,SELL,trend_crisis,25875.0,35524.0,31037.0,
2011-07-05,0.30000000000000004,0.45000000000000007,BUY,daily_reentry,26883.0,35524.0,31037.0,
2011-07-11,0.45000000000000007,0.20000000000000007,SELL,trend_crisis,25395.0,35524.0,31037.0,
2011-07-18,0.20000000000000007,0.35,BUY,gap_floor,22034.0,35524.0,31037.0,33937.49441263012
2011-08-16,0.35,0.2,SELL,trend_crisis,19682.0,35524.0,31037.0,
2011-10-14,0.2,0.35,BUY,gap_floor,21074.0,35524.0,31037.0,34177.9
2012-01-13,0.35,0.5,BUY,daily_reentry,24261.0,35524.0,31037.0,34257.480441723135
2012-01-17,0.5,0.65,BUY,daily_reentry,24647.0,35524.0,31037.0,34406.456179670786
2012-01-18,0.65,0.8,BUY,daily_reentry,24358.0,35524.0,31037.0,34410.02195230588
2012-01-19,0.8,0.9500000000000001,BUY,daily_reentry,25371.0,35524.0,31037.0,34410.02195230588
2012-01-20,0.9500000000000001,1.0,BUY,daily_reentry,25998.0,35524.0,31037.0,34410.02195230588
2012-01-25,1.0,0.75,SELL,gap_floor,26480.0,35524.0,31037.0,34410.02195230588
2012-01-26,0.75,0.9,BUY,daily_reentry,26094.0,35524.0,31037.0,34410.02195230588
2012-01-27,0.9,1.0,BUY,daily_reentry,25081.0,35524.0,31037.0,34410.02195230588
2012-02-01,1.0,0.75,SELL,gap_floor,26239.0,35524.0,31037.0,34410.02195230588
2012-02-02,0.75,0.9,BUY,daily_reentry,26336.0,35524.0,31037.0,34410.02195230588
2012-02-03,0.9,1.0,BUY,daily_reentry,25371.0,35524.0,31037.0,34410.02195230588
2012-02-08,1.0,0.75,SELL,gap_floor,25564.0,35524.0,31037.0,34410.02195230588
2012-02-09,0.75,0.9,BUY,daily_reentry,26094.0,35524.0,31037.0,34410.02195230588
2012-02-10,0.9,1.0,BUY,daily_reentry,26046.0,35524.0,31037.0,34410.02195230588
2012-02-15,1.0,0.75,SELL,gap_floor,27976.0,35524.0,31037.0,34410.02195230588
2012-02-16,0.75,0.9,BUY,daily_reentry,27686.0,35524.0,31037.0,34410.02195230588
2012-02-17,0.9,1.0,BUY,daily_reentry,27831.0,35524.0,31037.0,34410.02195230588
2012-02-22,1.0,0.75,SELL,gap_floor,27976.0,35524.0,31037.0,34410.02195230588
2012-02-23,0.75,0.9,BUY,daily_reentry,27831.0,35524.0,31037.0,34410.02195230588
2012-02-24,0.9,1.0,BUY,daily_reentry,27831.0,35524.0,31037.0,34410.02195230588
2012-02-29,1.0,0.75,SELL,gap_floor,29133.0,35524.0,31037.0,34410.02195230588
2012-03-02,0.75,0.9,BUY,daily_reentry,29374.0,35524.0,31037.0,34410.02195230588
2012-03-05,0.9,1.0,BUY,daily_reentry,28988.0,35524.0,31037.0,34410.02195230588
2012-03-08,1.0,0.75,SELL,gap_floor,28699.0,35524.0,31037.0,34410.02195230588
2012-03-09,0.75,0.9,BUY,daily_reentry,28747.0,35524.0,31037.0,34410.02195230588
2012-03-12,0.9,1.0,BUY,daily_reentry,28554.0,35524.0,31037.0,34410.02195230588
2012-03-15,1.0,0.6,SELL,gap_floor,28217.0,35524.0,31037.0,34410.02195230588
2012-03-19,0.6,0.75,BUY,daily_reentry,28265.0,35524.0,31037.0,34410.02195230588
2012-03-20,0.75,0.9,BUY,daily_reentry,28120.0,35524.0,31037.0,34410.02195230588
2012-03-21,0.9,1.0,BUY,daily_reentry,27879.0,35524.0,31037.0,34410.02195230588
2012-03-22,1.0,0.75,SELL,gap_floor,28313.0,35524.0,31037.0,34410.02195230588
2012-03-23,0.75,0.9,BUY,daily_reentry,29085.0,35524.0,31037.0,34410.02195230588
2012-03-26,0.9,1.0,BUY,daily_reentry,29230.0,35524.0,31037.0,34410.02195230588
2012-03-29,1.0,0.75,SELL,gap_floor,29423.0,35524.0,31037.0,34410.02195230588
2012-04-02,0.75,0.9,BUY,daily_reentry,28313.0,35524.0,31037.0,34410.02195230588
2012-04-03,0.9,1.0,BUY,daily_reentry,29230.0,35524.0,31037.0,34410.02195230588
2012-04-05,1.0,0.75,SELL,gap_floor,28796.0,35524.0,31037.0,34410.02195230588
2012-04-13,0.75,0.5,SELL,gap_floor,27976.0,35524.0,31037.0,34410.02195230588
2012-04-16,0.5,0.65,BUY,daily_reentry,28217.0,35524.0,31037.0,34410.02195230588
2012-04-17,0.65,0.8,BUY,daily_reentry,27300.0,35524.0,31037.0,34410.02195230588
2012-04-18,0.8,0.9500000000000001,BUY,daily_reentry,27059.0,35524.0,31037.0,34410.02195230588
2012-04-19,0.9500000000000001,1.0,BUY,daily_reentry,27783.0,35524.0,31037.0,34410.02195230588
2012-04-20,1.0,0.6,SELL,gap_floor,26673.0,35524.0,31037.0,34410.02195230588
2012-04-23,0.6,0.75,BUY,daily_reentry,26818.0,35524.0,31037.0,34410.02195230588
2012-04-26,0.75,0.9,BUY,daily_reentry,26239.0,35524.0,31037.0,34410.02195230588
2012-04-27,0.9,0.65,SELL,gap_floor,27059.0,35524.0,31037.0,34410.02195230588
2012-04-30,0.65,0.8,BUY,daily_reentry,27059.0,35524.0,31037.0,34410.02195230588
2012-05-02,0.8,0.9500000000000001,BUY,daily_reentry,26384.0,35524.0,31037.0,34410.02195230588
2012-05-03,0.9500000000000001,1.0,BUY,daily_reentry,26287.0,35524.0,31037.0,34410.02195230588
2012-05-07,1.0,0.6,SELL,gap_floor,26287.0,35524.0,31037.0,34410.02195230588
2012-05-10,0.6,0.75,BUY,daily_reentry,25660.0,35524.0,31037.0,34410.02195230588
2012-05-14,0.75,0.5,SELL,gap_floor,25178.0,35524.0,31037.0,34410.02195230588
2012-05-17,0.5,0.65,BUY,daily_reentry,23634.0,35524.0,31037.0,34410.02195230588
2012-05-21,0.65,0.35,SELL,gap_floor,22573.0,35524.0,31037.0,34410.02195230588
2012-06-20,0.35,0.5,BUY,daily_reentry,23924.0,35524.0,31037.0,34410.02195230588
2012-06-27,0.5,0.35,SELL,gap_floor,21994.0,35524.0,31037.0,34410.02195230588
2012-11-01,0.35,0.5,BUY,daily_reentry,24599.0,35524.0,31037.0,34644.21806425128
2012-11-02,0.5,0.65,BUY,daily_reentry,25033.0,35524.0,31037.0,34644.21806425128
2012-11-05,0.65,0.5,SELL,gap_floor,25226.0,35524.0,31037.0,34644.21806425128
2012-11-06,0.5,0.65,BUY,daily_reentry,24985.0,35524.0,31037.0,34644.21806425128
2012-11-07,0.65,0.8,BUY,daily_reentry,25081.0,35524.0,31037.0,34644.21806425128
2012-11-08,0.8,0.9500000000000001,BUY,daily_reentry,25130.0,35524.0,31037.0,34644.21806425128
2012-11-12,0.9500000000000001,0.55,SELL,gap_floor,24406.0,35524.0,31037.0,34644.21806425128
2012-11-13,0.55,0.7000000000000001,BUY,daily_reentry,24454.0,35524.0,31037.0,34644.21806425128
2012-11-14,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,25660.0,35524.0,31037.0,34644.21806425128
2012-11-15,0.8500000000000001,1.0,BUY,daily_reentry,25226.0,35524.0,31037.0,34644.21806425128
2012-11-19,1.0,0.75,SELL,gap_floor,24310.0,35524.0,31037.0,34644.21806425128
2012-11-20,0.75,0.9,BUY,daily_reentry,24454.0,35524.0,31037.0,34644.21806425128
2012-11-22,0.9,1.0,BUY,daily_reentry,24696.0,35524.0,31037.0,34644.21806425128
2012-11-26,1.0,0.75,SELL,gap_floor,24889.0,35524.0,31037.0,34644.21806425128
2012-11-27,0.75,0.9,BUY,daily_reentry,24647.0,35524.0,31037.0,34644.21806425128
2012-11-28,0.9,1.0,BUY,daily_reentry,24454.0,35524.0,31037.0,34644.21806425128
2012-12-03,1.0,0.6,SELL,gap_floor,23538.0,35524.0,31037.0,34644.21806425128
2012-12-05,0.6,0.75,BUY,daily_reentry,23972.0,35524.0,31037.0,34644.21806425128
2012-12-06,0.75,0.9,BUY,daily_reentry,23972.0,35524.0,31037.0,34644.21806425128
2012-12-07,0.9,1.0,BUY,daily_reentry,24985.0,35524.0,31037.0,34644.21806425128
2012-12-10,1.0,0.75,SELL,gap_floor,25081.0,35524.0,31037.0,34644.21806425128
2012-12-11,0.75,0.9,BUY,daily_reentry,25033.0,35524.0,31037.0,34644.21806425128
2012-12-12,0.9,1.0,BUY,daily_reentry,25130.0,35524.0,31037.0,34644.21806425128
2012-12-17,1.0,0.75,SELL,gap_floor,25709.0,35524.0,31037.0,34644.21806425128
2012-12-18,0.75,0.9,BUY,daily_reentry,25564.0,35524.0,31037.0,34644.21806425128
2012-12-20,0.9,1.0,BUY,daily_reentry,25371.0,35524.0,31037.0,34644.21806425128
2012-12-26,1.0,0.75,SELL,gap_floor,24551.0,35524.0,31037.0,34644.21806425128
2012-12-27,0.75,0.9,BUY,daily_reentry,24840.0,35524.0,31037.0,34644.21806425128
2012-12-28,0.9,1.0,BUY,daily_reentry,24840.0,35524.0,31037.0,34644.21806425128
2013-01-04,1.0,0.75,SELL,gap_floor,25419.0,35524.0,31037.0,34644.21806425128
2013-01-07,0.75,0.9,BUY,daily_reentry,24985.0,35524.0,31037.0,34644.21806425128
2013-01-08,0.9,1.0,BUY,daily_reentry,25323.0,35524.0,31037.0,34644.21806425128
2013-01-11,1.0,0.75,SELL,gap_floor,26143.0,35524.0,31037.0,34644.21806425128
2013-01-14,0.75,0.9,BUY,daily_reentry,25998.0,35524.0,31037.0,34644.21806425128
2013-01-16,0.9,1.0,BUY,daily_reentry,25274.0,35524.0,31037.0,34644.21806425128
2013-01-18,1.0,0.6,SELL,gap_floor,24696.0,35524.0,31037.0,34644.21806425128
2013-01-21,0.6,0.75,BUY,daily_reentry,24840.0,35524.0,31037.0,34644.21806425128
2013-01-25,0.75,0.35,SELL,gap_floor,23345.0,35524.0,31037.0,34644.21806425128
2013-01-28,0.35,0.5,BUY,daily_reentry,23538.0,35524.0,31037.0,34644.21806425128
2013-01-30,0.5,0.65,BUY,daily_reentry,23490.0,35524.0,31037.0,34644.21806425128
2013-01-31,0.65,0.8,BUY,daily_reentry,23538.0,35524.0,31037.0,34644.21806425128
2013-02-01,0.8,0.4,SELL,gap_floor,23345.0,35524.0,31037.0,34644.21806425128
2013-02-04,0.4,0.55,BUY,daily_reentry,23441.0,35524.0,31037.0,34644.21806425128
2013-02-06,0.55,0.7000000000000001,BUY,daily_reentry,23634.0,35524.0,31037.0,34644.21806425128
2013-02-07,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,23972.0,35524.0,31037.0,34644.21806425128
2013-02-08,0.8500000000000001,0.6000000000000001,SELL,gap_floor,23876.0,35524.0,31037.0,34644.21806425128
2013-02-12,0.6000000000000001,0.7500000000000001,BUY,daily_reentry,24117.0,35524.0,31037.0,34644.21806425128
2013-02-13,0.7500000000000001,0.9000000000000001,BUY,daily_reentry,24599.0,35524.0,31037.0,34644.21806425128
2013-02-14,0.9000000000000001,1.0,BUY,daily_reentry,24792.0,35524.0,31037.0,34644.21806425128
2013-02-18,1.0,0.75,SELL,gap_floor,24985.0,35524.0,31037.0,34644.21806425128
2013-02-19,0.75,0.9,BUY,daily_reentry,24937.0,35524.0,31037.0,34644.21806425128
2013-02-20,0.9,1.0,BUY,daily_reentry,25564.0,35524.0,31037.0,34644.21806425128
2013-02-25,1.0,0.75,SELL,gap_floor,25371.0,35524.0,31037.0,34644.21806425128
2013-02-26,0.75,0.9,BUY,daily_reentry,25612.0,35524.0,31037.0,34644.21806425128
2013-02-28,0.9,1.0,BUY,daily_reentry,25564.0,35524.0,31037.0,34644.21806425128
2013-03-05,1.0,0.75,SELL,gap_floor,26046.0,35524.0,31037.0,34644.21806425128
2013-03-06,0.75,0.9,BUY,daily_reentry,27011.0,35524.0,31037.0,34644.21806425128
2013-03-07,0.9,1.0,BUY,daily_reentry,27156.0,35524.0,31037.0,34644.21806425128
2013-03-12,1.0,0.75,SELL,gap_floor,27107.0,35524.0,31037.0,34644.21806425128
2013-03-13,0.75,0.9,BUY,daily_reentry,27300.0,35524.0,31037.0,34644.21806425128
2013-03-14,0.9,1.0,BUY,daily_reentry,27879.0,35524.0,31037.0,34644.21806425128
2013-03-19,1.0,0.75,SELL,gap_floor,27638.0,35524.0,31037.0,34644.21806425128
2013-03-20,0.75,0.9,BUY,daily_reentry,27590.0,35524.0,31037.0,34644.21806425128
2013-03-22,0.9,1.0,BUY,daily_reentry,27300.0,35524.0,31037.0,34644.21806425128
2013-03-26,1.0,0.75,SELL,gap_floor,28458.0,35524.0,31037.0,34644.21806425128
2013-03-27,0.75,0.9,BUY,daily_reentry,28410.0,35524.0,31037.0,34644.21806425128
2013-03-28,0.9,1.0,BUY,daily_reentry,28217.0,35524.0,31037.0,34644.21806425128
2013-04-02,1.0,0.6,SELL,gap_floor,27397.0,35524.0,31037.0,34644.21806425128
2013-04-03,0.6,0.75,BUY,daily_reentry,27879.0,35524.0,31037.0,34644.21806425128
2013-04-04,0.75,0.9,BUY,daily_reentry,28168.0,35524.0,31037.0,34644.21806425128
2013-04-05,0.9,1.0,BUY,daily_reentry,27541.0,35524.0,31037.0,34644.21806425128
2013-04-09,1.0,0.6,SELL,gap_floor,26818.0,35524.0,31037.0,34644.21806425128
2013-04-10,0.6,0.75,BUY,daily_reentry,26963.0,35524.0,31037.0,34644.21806425128
2013-04-11,0.75,0.9,BUY,daily_reentry,27976.0,35524.0,31037.0,34644.21806425128
2013-04-12,0.9,1.0,BUY,daily_reentry,27783.0,35524.0,31037.0,34644.21806425128
2013-04-16,1.0,0.75,SELL,gap_floor,28072.0,35524.0,31037.0,34644.21806425128
2013-04-17,0.75,0.9,BUY,daily_reentry,27734.0,35524.0,31037.0,34644.21806425128
2013-04-19,0.9,1.0,BUY,daily_reentry,27783.0,35524.0,31037.0,34644.21806425128
2013-04-23,1.0,0.75,SELL,gap_floor,27831.0,35524.0,31037.0,34644.21806425128
2013-04-24,0.75,0.9,BUY,daily_reentry,28072.0,35524.0,31037.0,34644.21806425128
2013-04-25,0.9,1.0,BUY,daily_reentry,28458.0,35524.0,31037.0,34644.21806425128
2013-04-30,1.0,0.75,SELL,gap_floor,28844.0,35524.0,31037.0,34644.21806425128
2013-05-02,0.75,0.9,BUY,daily_reentry,28410.0,35524.0,31037.0,34644.21806425128
2013-05-03,0.9,1.0,BUY,daily_reentry,28506.0,35524.0,31037.0,34644.21806425128
2013-05-08,1.0,0.6,SELL,gap_floor,27541.0,35524.0,31037.0,34644.21806425128
2013-05-09,0.6,0.75,BUY,daily_reentry,28024.0,35524.0,31037.0,34644.21806425128
2013-05-10,0.75,0.9,BUY,daily_reentry,28072.0,35524.0,31037.0,34644.21806425128
2013-05-13,0.9,1.0,BUY,daily_reentry,28072.0,35524.0,31037.0,34644.21806425128
2013-05-15,1.0,0.75,SELL,gap_floor,28699.0,35524.0,31037.0,34644.21806425128
2013-05-16,0.75,0.9,BUY,daily_reentry,28988.0,35524.0,31037.0,34644.21806425128
2013-05-20,0.9,1.0,BUY,daily_reentry,29616.0,35524.0,31037.0,34644.21806425128
2013-05-23,1.0,0.75,SELL,gap_floor,30291.0,35524.0,31037.0,34644.21806425128
2013-05-24,0.75,0.9,BUY,daily_reentry,30291.0,35524.0,31037.0,34644.21806425128
2013-05-27,0.9,1.0,BUY,daily_reentry,30291.0,35524.0,31037.0,34644.21806425128
2013-05-30,1.0,0.75,SELL,gap_floor,30725.0,35524.0,31037.0,34644.21806425128
2013-05-31,0.75,0.9,BUY,daily_reentry,31063.0,35524.0,31037.0,34644.21806425128
2013-06-03,0.9,1.0,BUY,daily_reentry,30773.0,35524.0,31037.0,34644.21806425128
2013-06-07,1.0,0.6,SELL,gap_floor,30001.0,35524.0,31037.0,34644.21806425128
2013-06-10,0.6,0.75,BUY,daily_reentry,31497.0,35524.0,31037.0,34644.21806425128
2013-06-11,0.75,0.9,BUY,daily_reentry,31352.0,35524.0,31037.0,34644.21806425128
2013-06-12,0.9,1.0,BUY,daily_reentry,31207.0,35524.0,31037.0,34644.21806425128
2013-06-14,1.0,0.75,SELL,gap_floor,30387.0,35524.0,31037.0,34644.21806425128
2013-06-18,0.75,0.9,BUY,daily_reentry,30628.0,35524.0,31037.0,34644.21806425128
2013-06-19,0.9,1.0,BUY,daily_reentry,30773.0,35524.0,31037.0,34644.21806425128
2013-06-21,1.0,0.75,SELL,gap_floor,29712.0,35524.0,31037.0,34644.21806425128
2013-06-26,0.75,0.9,BUY,daily_reentry,29181.0,35524.0,31037.0,34644.21806425128
2013-06-27,0.9,1.0,BUY,daily_reentry,29567.0,35524.0,31037.0,34644.21806425128
2013-06-28,1.0,0.75,SELL,gap_floor,30098.0,35524.0,31037.0,34644.21806425128
2013-07-01,0.75,0.9,BUY,daily_reentry,30435.0,35524.0,31037.0,34644.21806425128
2013-07-05,0.9,0.5,SELL,gap_floor,27397.0,35524.0,31037.0,34644.21806425128
2013-07-09,0.5,0.65,BUY,daily_reentry,27348.0,35524.0,31037.0,34644.21806425128
2013-07-11,0.65,0.8,BUY,daily_reentry,27397.0,35524.0,31037.0,34644.21806425128
2013-07-12,0.8,0.55,SELL,gap_floor,27493.0,35524.0,31037.0,34644.21806425128
2013-07-15,0.55,0.7000000000000001,BUY,daily_reentry,27445.0,35524.0,31037.0,34644.21806425128
2013-07-16,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,27445.0,35524.0,31037.0,34644.21806425128
2013-07-17,0.8500000000000001,1.0,BUY,daily_reentry,27590.0,35524.0,31037.0,34644.21806425128
2013-07-19,1.0,0.6,SELL,gap_floor,27397.0,35524.0,31037.0,34644.21806425128
2013-07-23,0.6,0.75,BUY,daily_reentry,27204.0,35524.0,31037.0,34644.21806425128
2013-07-24,0.75,0.9,BUY,daily_reentry,27541.0,35524.0,31037.0,34644.21806425128
2013-07-25,0.9,1.0,BUY,daily_reentry,27590.0,35524.0,31037.0,34644.21806425128
2013-07-26,1.0,0.75,SELL,gap_floor,27156.0,35524.0,31037.0,34644.21806425128
2013-08-02,0.75,0.35,SELL,gap_floor,26480.0,35524.0,31037.0,34644.21806425128
2013-08-06,0.35,0.5,BUY,daily_reentry,26577.0,35524.0,31037.0,34644.21806425128
2013-08-09,0.5,0.35,SELL,gap_floor,25709.0,35524.0,31037.0,34644.21806425128
2013-08-13,0.35,0.5,BUY,daily_reentry,27300.0,35524.0,31037.0,34644.21806425128
2013-08-14,0.5,0.65,BUY,daily_reentry,28120.0,35524.0,31037.0,34644.21806425128
2013-08-16,0.65,0.8,BUY,daily_reentry,27686.0,35524.0,31037.0,34644.21806425128
2013-08-19,0.8,0.55,SELL,gap_floor,27541.0,35524.0,31037.0,34644.21806425128
2013-08-20,0.55,0.7000000000000001,BUY,daily_reentry,27493.0,35524.0,31037.0,34644.21806425128
2013-08-23,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,27493.0,35524.0,31037.0,34644.21806425128
2013-08-26,0.8500000000000001,0.6000000000000001,SELL,gap_floor,27348.0,35524.0,31037.0,34644.21806425128
2013-08-30,0.6000000000000001,0.7500000000000001,BUY,daily_reentry,27252.0,35524.0,31037.0,34644.21806425128
2013-09-02,0.7500000000000001,0.5000000000000001,SELL,gap_floor,27300.0,35524.0,31037.0,34644.21806425128
2013-09-03,0.5000000000000001,0.6500000000000001,BUY,daily_reentry,27445.0,35524.0,31037.0,34644.21806425128
2013-09-04,0.6500000000000001,0.8000000000000002,BUY,daily_reentry,27638.0,35524.0,31037.0,34644.21806425128
2013-09-05,0.8000000000000002,0.9500000000000002,BUY,daily_reentry,27156.0,35524.0,31037.0,34644.21806425128
2013-09-09,0.9500000000000002,0.7000000000000002,SELL,gap_floor,27445.0,35524.0,31037.0,34644.21806425128
2013-09-10,0.7000000000000002,0.8500000000000002,BUY,daily_reentry,27927.0,35524.0,31037.0,34644.21806425128
2013-09-11,0.8500000000000002,1.0,BUY,daily_reentry,27879.0,35524.0,31037.0,34644.21806425128
2013-09-16,1.0,0.75,SELL,gap_floor,28747.0,35524.0,31037.0,34644.21806425128
2013-09-17,0.75,0.9,BUY,daily_reentry,29230.0,35524.0,31037.0,34644.21806425128
2013-09-23,0.9,1.0,BUY,daily_reentry,29471.0,35524.0,31037.0,34644.21806425128
2013-09-26,1.0,0.75,SELL,gap_floor,29278.0,35524.0,31037.0,34644.21806425128
2013-09-27,0.75,0.9,BUY,daily_reentry,29278.0,35524.0,31037.0,34644.21806425128
2013-09-30,0.9,1.0,BUY,daily_reentry,29181.0,35524.0,31037.0,34644.21806425128
2013-10-04,1.0,0.75,SELL,gap_floor,31304.0,35524.0,31037.0,34644.21806425128
2013-10-07,0.75,0.9,BUY,daily_reentry,31738.0,35524.0,31037.0,34644.21806425128
2013-10-08,0.9,1.0,BUY,daily_reentry,31593.0,35524.0,31037.0,34644.21806425128
2013-10-14,1.0,0.75,SELL,gap_floor,31931.0,35524.0,31037.0,34644.21806425128
2013-10-15,0.75,0.9,BUY,daily_reentry,32268.0,35524.0,31037.0,34644.21806425128
2013-10-16,0.9,1.0,BUY,daily_reentry,32220.0,35524.0,31037.0,34644.21806425128
2013-10-21,1.0,0.75,SELL,gap_floor,32895.0,35524.0,31037.0,34644.21806425128
2013-10-24,0.75,0.9,BUY,daily_reentry,31931.0,35524.0,31037.0,34644.21806425128
2013-10-25,0.9,1.0,BUY,daily_reentry,31448.0,35524.0,31037.0,34644.21806425128
2013-10-28,1.0,0.75,SELL,gap_floor,31931.0,35524.0,31037.0,34644.21806425128
2013-10-30,0.75,0.9,BUY,daily_reentry,31690.0,35524.0,31037.0,34644.21806425128
2013-11-01,0.9,1.0,BUY,daily_reentry,32075.0,35524.0,31037.0,34644.21806425128
2013-11-04,1.0,0.75,SELL,gap_floor,31883.0,35524.0,31037.0,34644.21806425128
2013-11-05,0.75,0.9,BUY,daily_reentry,31400.0,35524.0,31037.0,34644.21806425128
2013-11-06,0.9,1.0,BUY,daily_reentry,31352.0,35524.0,31037.0,34644.21806425128
2013-11-11,1.0,0.6,SELL,gap_floor,30387.0,35524.0,31037.0,34644.21806425128
2013-11-12,0.6,0.75,BUY,daily_reentry,30821.0,35524.0,31037.0,34644.21806425128
2013-11-13,0.75,0.9,BUY,daily_reentry,30435.0,35524.0,31037.0,34644.21806425128
2013-11-14,0.9,1.0,BUY,daily_reentry,31159.0,35524.0,31037.0,34644.21806425128
2013-11-18,1.0,0.75,SELL,gap_floor,32558.0,35524.0,31037.0,34644.21806425128
2013-11-19,0.75,0.9,BUY,daily_reentry,32268.0,35524.0,31037.0,34644.21806425128
2013-11-20,0.9,1.0,BUY,daily_reentry,31352.0,35524.0,31037.0,34644.21806425128
2013-11-25,1.0,0.75,SELL,gap_floor,32075.0,35524.0,31037.0,34644.21806425128
2013-11-26,0.75,0.9,BUY,daily_reentry,32413.0,35524.0,31037.0,34644.21806425128
2013-11-27,0.9,1.0,BUY,daily_reentry,33378.0,35524.0,31037.0,34644.21806425128
2013-12-02,1.0,0.9500000000000001,SELL,two_close_floor,34439.0,35524.0,31037.0,34644.21806425128
2013-12-03,0.9500000000000001,1.0,BUY,daily_reentry,33474.0,35524.0,31037.0,34644.21806425128
2013-12-19,1.0,0.8,SELL,two_close_floor,33667.0,35838.0,31037.0,34644.21806425128
2013-12-20,0.8,0.9500000000000001,BUY,daily_reentry,34053.0,35838.0,31037.0,34644.21806425128
2013-12-23,0.9500000000000001,1.0,BUY,daily_reentry,35693.0,35838.0,31037.0,34644.21806425128
2014-01-24,1.0,0.9500000000000001,SELL,two_close_floor,34632.0,37622.0,31037.0,34644.21806425128
2014-01-28,0.9500000000000001,1.0,BUY,daily_reentry,35500.0,37622.0,31037.0,34644.21806425128
2014-03-18,1.0,0.8,SELL,two_close_floor,35066.0,38491.0,31037.0,35826.25146947406
2014-03-19,0.8,0.9500000000000001,BUY,daily_reentry,35693.0,38491.0,31037.0,35826.25146947406
2014-03-20,0.9500000000000001,1.0,BUY,daily_reentry,35645.0,38491.0,31037.0,35826.25146947406
2014-03-31,1.0,0.8,SELL,two_close_floor,34728.0,38491.0,31037.0,35826.25146947406
2014-04-01,0.8,0.9500000000000001,BUY,daily_reentry,35693.0,38491.0,31037.0,35826.25146947406
2014-04-02,0.9500000000000001,1.0,BUY,daily_reentry,35741.0,38491.0,31037.0,35826.25146947406
2014-04-08,1.0,0.9500000000000001,SELL,two_close_floor,35452.0,38491.0,31037.0,35826.25146947406
2014-04-09,0.9500000000000001,1.0,BUY,daily_reentry,36320.0,38491.0,31037.0,35826.25146947406
2014-07-29,1.0,0.6,SELL,gap_floor,42832.0,50067.0,31037.0,46083.44033462061
2014-07-30,0.6,0.75,BUY,daily_reentry,45099.0,50067.0,31037.0,46083.44033462061
2014-07-31,0.75,0.9,BUY,daily_reentry,43845.0,50067.0,31037.0,46083.44033462061
2014-08-01,0.9,1.0,BUY,daily_reentry,44665.0,50067.0,31037.0,46083.44033462061
2014-08-06,1.0,0.8,SELL,two_close_floor,43796.0,50067.0,31037.0,46083.44033462061
2014-08-11,0.8,0.9500000000000001,BUY,daily_reentry,43411.0,50067.0,31037.0,46083.44033462061
2014-08-13,0.9500000000000001,0.7000000000000001,SELL,gap_floor,42349.0,50067.0,31037.0,46083.44033462061
2014-08-14,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,42012.0,50067.0,31037.0,46083.44033462061
2014-08-18,0.8500000000000001,1.0,BUY,daily_reentry,42301.0,50067.0,31037.0,46083.44033462061
2014-08-21,1.0,0.9500000000000001,SELL,two_close_floor,44231.0,50067.0,31037.0,46083.44033462061
2014-08-22,0.9500000000000001,1.0,BUY,daily_reentry,44327.0,50067.0,31037.0,46083.44033462061
2014-08-28,1.0,0.9500000000000001,SELL,two_close_floor,43989.0,50067.0,31037.0,46083.44033462061
2014-08-29,0.9500000000000001,1.0,BUY,daily_reentry,43796.0,50067.0,31037.0,46083.44033462061
2014-09-04,1.0,0.75,SELL,gap_floor,40565.0,50067.0,31037.0,46967.09459617709
2014-09-05,0.75,0.9,BUY,daily_reentry,41674.0,50067.0,31037.0,46967.09459617709
2014-09-11,0.9,1.0,BUY,daily_reentry,42301.0,50067.0,31037.0,46967.09459617709
2014-09-16,1.0,0.75,SELL,gap_floor,41964.0,50067.0,31037.0,46967.09459617709
2014-09-17,0.75,0.9,BUY,daily_reentry,42542.0,50067.0,31037.0,46967.09459617709
2014-09-18,0.9,1.0,BUY,daily_reentry,41385.0,50067.0,31037.0,46967.09459617709
2014-09-23,1.0,0.6,SELL,gap_floor,40999.0,50067.0,31037.0,46967.09459617709
2014-09-24,0.6,0.75,BUY,daily_reentry,42639.0,50067.0,31037.0,46967.09459617709
2014-09-25,0.75,0.9,BUY,daily_reentry,43025.0,50067.0,31037.0,46967.09459617709
2014-09-26,0.9,1.0,BUY,daily_reentry,43989.0,50067.0,31037.0,46967.09459617709
2014-09-30,1.0,0.9500000000000001,SELL,two_close_floor,45099.0,50067.0,31037.0,46967.09459617709
2014-10-01,0.9500000000000001,1.0,BUY,daily_reentry,44761.0,50067.0,31037.0,46967.09459617709
2014-10-08,1.0,0.6,SELL,gap_floor,42591.0,50067.0,31037.0,46967.09459617709
2014-10-14,0.6,0.75,BUY,daily_reentry,41771.0,50067.0,31037.0,46967.09459617709
2014-10-15,0.75,0.9,BUY,daily_reentry,41867.0,50067.0,31037.0,46967.09459617709
2014-10-16,0.9,0.65,SELL,gap_floor,43507.0,50067.0,31037.0,46967.09459617709
2014-10-17,0.65,0.8,BUY,daily_reentry,42542.0,50067.0,31037.0,46967.09459617709
2014-10-20,0.8,0.9500000000000001,BUY,daily_reentry,43314.0,50067.0,31037.0,46967.09459617709
2014-10-21,0.9500000000000001,1.0,BUY,daily_reentry,43652.0,50067.0,31037.0,46967.09459617709
2014-10-23,1.0,0.75,SELL,gap_floor,43893.0,50067.0,31037.0,46967.09459617709
2014-10-24,0.75,0.9,BUY,daily_reentry,43700.0,50067.0,31037.0,46967.09459617709
2014-10-28,0.9,1.0,BUY,daily_reentry,44375.0,50067.0,31037.0,46967.09459617709
2014-10-30,1.0,0.9500000000000001,SELL,two_close_floor,45533.0,50067.0,31037.0,46967.09459617709
2014-10-31,0.9500000000000001,1.0,BUY,daily_reentry,45774.0,50067.0,31037.0,46967.09459617709
2014-11-06,1.0,0.9500000000000001,SELL,two_close_floor,46256.0,50067.0,31037.0,46967.09459617709
2014-11-07,0.9500000000000001,1.0,BUY,daily_reentry,45726.0,50067.0,31037.0,46967.09459617709
2014-11-13,1.0,0.9500000000000001,SELL,two_close_floor,46401.0,50067.0,31037.0,46967.09459617709
2014-11-14,0.9500000000000001,1.0,BUY,daily_reentry,47462.0,50067.0,31037.0,46967.09459617709
2014-11-20,1.0,0.9500000000000001,SELL,two_close_floor,45581.0,50067.0,31037.0,46967.09459617709
2014-11-21,0.9500000000000001,1.0,BUY,daily_reentry,44809.0,50067.0,31037.0,46967.09459617709
2014-11-27,1.0,0.9500000000000001,SELL,two_close_floor,46160.0,50067.0,31037.0,46967.09459617709
2014-11-28,0.9500000000000001,1.0,BUY,daily_reentry,46353.0,50067.0,31037.0,46967.09459617709
2014-12-08,1.0,0.9500000000000001,SELL,two_close_floor,46932.0,50067.0,31037.0,46967.09459617709
2014-12-09,0.9500000000000001,1.0,BUY,daily_reentry,47703.0,50067.0,31037.0,46967.09459617709
2014-12-15,1.0,0.9500000000000001,SELL,two_close_floor,45967.0,50067.0,31037.0,46967.09459617709
2014-12-17,0.9500000000000001,1.0,BUY,daily_reentry,45051.0,50067.0,31037.0,47001.93889870102
2014-12-22,1.0,0.9500000000000001,SELL,two_close_floor,46546.0,50067.0,31037.0,47001.93889870102
2014-12-23,0.9500000000000001,1.0,BUY,daily_reentry,45774.0,50067.0,31037.0,47001.93889870102
2014-12-30,1.0,0.9500000000000001,SELL,two_close_floor,46359.0,50067.0,31037.0,47001.93889870102
2015-01-02,0.9500000000000001,1.0,BUY,daily_reentry,46359.0,50067.0,31037.0,47001.93889870102
2015-01-19,1.0,0.8,SELL,two_close_floor,45631.0,50067.0,31037.0,47001.93889870102
2015-01-20,0.8,0.9500000000000001,BUY,daily_reentry,45680.0,50067.0,31037.0,47001.93889870102
2015-01-21,0.9500000000000001,1.0,BUY,daily_reentry,46651.0,50067.0,31037.0,47001.93889870102
2015-01-26,1.0,0.9500000000000001,SELL,two_close_floor,46845.0,50067.0,31037.0,47001.93889870102
2015-01-27,0.9500000000000001,1.0,BUY,daily_reentry,47719.0,50067.0,31037.0,47001.93889870102
2015-02-02,1.0,0.8,SELL,two_close_floor,45243.0,50067.0,31037.0,47001.93889870102
2015-02-03,0.8,0.9500000000000001,BUY,daily_reentry,45340.0,50067.0,31037.0,47001.93889870102
2015-02-04,0.9500000000000001,1.0,BUY,daily_reentry,45923.0,50067.0,31037.0,47001.93889870102
2015-02-09,1.0,0.6,SELL,gap_floor,43884.0,50067.0,31037.0,47001.93889870102
2015-02-11,0.6,0.75,BUY,daily_reentry,45486.0,50067.0,31037.0,47001.93889870102
2015-02-12,0.75,0.9,BUY,daily_reentry,45291.0,50067.0,31037.0,47001.93889870102
2015-02-13,0.9,1.0,BUY,daily_reentry,45680.0,50067.0,31037.0,47001.93889870102
2015-02-16,1.0,0.9500000000000001,SELL,two_close_floor,46117.0,50067.0,31037.0,47001.93889870102
2015-02-17,0.9500000000000001,1.0,BUY,daily_reentry,45097.0,50067.0,31037.0,47001.93889870102
2015-02-26,1.0,0.9500000000000001,SELL,two_close_floor,45728.0,50067.0,31037.0,47001.93889870102
2015-02-27,0.9500000000000001,1.0,BUY,daily_reentry,45243.0,50067.0,31037.0,47001.93889870102
2015-03-05,1.0,0.6,SELL,gap_floor,44175.0,50067.0,31037.0,47043.350356570714
2015-03-12,0.6,0.35,SELL,gap_floor,41990.0,50067.0,31037.0,47294.68031423895
2015-03-20,0.35,0.5,BUY,daily_reentry,45486.0,50067.0,31037.0,47294.68031423895
2015-03-23,0.5,0.65,BUY,daily_reentry,46748.0,50067.0,31037.0,47294.68031423895
2015-03-24,0.65,0.8,BUY,daily_reentry,46602.0,50067.0,31037.0,47294.68031423895
2015-03-25,0.8,0.9500000000000001,BUY,daily_reentry,46893.0,50067.0,31037.0,47294.68031423895
2015-03-26,0.9500000000000001,0.7000000000000001,SELL,gap_floor,45631.0,50067.0,31037.0,47294.68031423895
2015-04-02,0.7000000000000001,0.35,SELL,gap_floor,43495.0,50067.0,31037.0,47294.68031423895
2015-04-24,0.35,0.5,BUY,daily_reentry,45825.0,50067.0,31037.0,47325.91176625722
2015-04-28,0.5,0.65,BUY,daily_reentry,45583.0,50067.0,31037.0,47325.91176625722
2015-04-29,0.65,0.8,BUY,daily_reentry,45534.0,50067.0,31037.0,47325.91176625722
2015-04-30,0.8,0.4,SELL,gap_floor,44806.0,50067.0,31037.0,47325.91176625722
2015-05-04,0.4,0.55,BUY,daily_reentry,45437.0,50067.0,31037.0,47325.91176625722
2015-05-11,0.55,0.5,SELL,gap_floor,44952.0,50067.0,31037.0,47325.91176625722
2015-05-18,0.5,0.35,SELL,gap_floor,44126.0,50067.0,31037.0,47325.91176625722
2015-05-19,0.35,0.5,BUY,daily_reentry,44757.0,50067.0,31037.0,47325.91176625722
2015-05-20,0.5,0.65,BUY,daily_reentry,45486.0,50067.0,31037.0,47325.91176625722
2015-05-21,0.65,0.8,BUY,daily_reentry,45000.0,50067.0,31037.0,47325.91176625722
2015-05-22,0.8,0.9500000000000001,BUY,daily_reentry,46456.0,50067.0,31037.0,47325.91176625722
2015-05-26,0.9500000000000001,0.9,SELL,two_close_floor,46602.0,50067.0,31037.0,47325.91176625722
2015-05-27,0.9,1.0,BUY,daily_reentry,47039.0,50067.0,31037.0,47325.91176625722
2015-06-09,1.0,0.8,SELL,two_close_floor,46602.0,50067.0,31037.0,47325.91176625722
2015-06-16,0.8,0.4,SELL,gap_floor,42913.0,50067.0,31037.0,47325.91176625722
2015-06-23,0.4,0.35,SELL,gap_floor,42864.0,50067.0,31037.0,47325.91176625722
2016-06-22,0.35,0.5,BUY,daily_reentry,30543.0,50067.0,31037.0,49081.65019826103
2016-06-23,0.5,0.65,BUY,daily_reentry,31332.0,50067.0,31037.0,49081.65019826103
2016-06-24,0.65,0.8,BUY,daily_reentry,31382.0,50067.0,31037.0,49081.65019826103
2016-06-27,0.8,0.55,SELL,gap_floor,31628.0,50067.0,31037.0,49081.65019826103
2016-06-28,0.55,0.7000000000000001,BUY,daily_reentry,30740.0,50067.0,31037.0,49081.65019826103
2016-06-29,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,31382.0,50067.0,31037.0,49081.65019826103
2016-06-30,0.8500000000000001,1.0,BUY,daily_reentry,31974.0,50067.0,31037.0,49081.65019826103
2016-07-04,1.0,0.75,SELL,gap_floor,32319.0,50067.0,31037.0,49081.65019826103
2016-07-05,0.75,0.9,BUY,daily_reentry,31431.0,50067.0,31037.0,49081.65019826103
2016-07-07,0.9,1.0,BUY,daily_reentry,30247.0,50067.0,31037.0,49081.65019826103
2016-07-11,1.0,0.75,SELL,gap_floor,31579.0,50067.0,31037.0,49081.65019826103
2016-07-12,0.75,0.9,BUY,daily_reentry,31579.0,50067.0,31037.0,49081.65019826103
2016-07-13,0.9,1.0,BUY,daily_reentry,32220.0,50067.0,31037.0,49081.65019826103
2016-07-18,1.0,0.75,SELL,gap_floor,32319.0,50067.0,31037.0,49081.65019826103
2016-07-19,0.75,0.9,BUY,daily_reentry,32023.0,50067.0,31037.0,49081.65019826103
2016-07-21,0.9,1.0,BUY,daily_reentry,31727.0,50067.0,31037.0,49081.65019826103
2016-07-25,1.0,0.75,SELL,gap_floor,32072.0,50067.0,31037.0,49081.65019826103
2016-07-26,0.75,0.9,BUY,daily_reentry,31628.0,50067.0,31037.0,49081.65019826103
2016-07-27,0.9,1.0,BUY,daily_reentry,33010.0,50067.0,31037.0,49081.65019826103
2016-08-01,1.0,0.75,SELL,gap_floor,34391.0,50067.0,31037.0,49081.65019826103
2016-08-02,0.75,0.9,BUY,daily_reentry,33306.0,50067.0,31037.0,49081.65019826103
2016-08-03,0.9,1.0,BUY,daily_reentry,33109.0,50067.0,31037.0,49081.65019826103
2016-08-08,1.0,0.75,SELL,gap_floor,34490.0,50067.0,31037.0,49081.65019826103
2016-08-09,0.75,0.9,BUY,daily_reentry,34589.0,50067.0,31037.0,49081.65019826103
2016-08-10,0.9,1.0,BUY,daily_reentry,33355.0,50067.0,31037.0,49081.65019826103
2016-08-16,1.0,0.6,SELL,gap_floor,33257.0,50067.0,31037.0,49081.65019826103
2016-08-18,0.6,0.75,BUY,daily_reentry,33701.0,50067.0,31037.0,49081.65019826103
2016-08-19,0.75,0.9,BUY,daily_reentry,34934.0,50067.0,31037.0,49081.65019826103
2016-08-22,0.9,1.0,BUY,daily_reentry,35526.0,50067.0,31037.0,49081.65019826103
2016-08-23,1.0,0.75,SELL,gap_floor,35132.0,50067.0,31037.0,49081.65019826103
2016-08-24,0.75,0.9,BUY,daily_reentry,35280.0,50067.0,31037.0,49081.65019826103
2016-08-25,0.9,1.0,BUY,daily_reentry,35230.0,50067.0,31037.0,49081.65019826103
2016-08-30,1.0,0.75,SELL,gap_floor,35822.0,50067.0,31037.0,49081.65019826103
2016-08-31,0.75,0.9,BUY,daily_reentry,35970.0,50067.0,31037.0,49081.65019826103
2016-09-01,0.9,1.0,BUY,daily_reentry,35625.0,50067.0,31037.0,49081.65019826103
2016-09-06,1.0,0.75,SELL,gap_floor,37500.0,50067.0,31037.0,49081.65019826103
2016-09-07,0.75,0.9,BUY,daily_reentry,37401.0,50067.0,31037.0,49081.65019826103
2016-09-08,0.9,1.0,BUY,daily_reentry,38191.0,50067.0,31037.0,49081.65019826103
2016-09-13,1.0,0.75,SELL,gap_floor,37303.0,50067.0,31037.0,49081.65019826103
2016-09-19,0.75,0.9,BUY,daily_reentry,38684.0,50067.0,31037.0,49081.65019826103
2016-09-20,0.9,1.0,BUY,daily_reentry,38734.0,50067.0,31037.0,49081.65019826103
2016-09-23,1.0,0.75,SELL,gap_floor,38832.0,50067.0,31037.0,49081.65019826103
2016-09-26,0.75,0.9,BUY,daily_reentry,38980.0,50067.0,31037.0,49081.65019826103
2016-09-27,0.9,1.0,BUY,daily_reentry,40609.0,50067.0,31037.0,49081.65019826103
2016-09-30,1.0,0.75,SELL,gap_floor,39671.0,50067.0,31037.0,49081.65019826103
2016-10-04,0.75,0.9,BUY,daily_reentry,41250.0,50067.0,31037.0,49081.65019826103
2016-10-05,0.9,1.0,BUY,daily_reentry,42040.0,50067.0,31037.0,49081.65019826103
2016-10-10,1.0,0.75,SELL,gap_floor,40757.0,50067.0,31037.0,49081.65019826103
2016-10-14,0.75,0.9,BUY,daily_reentry,41003.0,50067.0,31037.0,49081.65019826103
2016-10-17,0.9,0.65,SELL,gap_floor,41744.0,50067.0,31037.0,49081.65019826103
2016-10-18,0.65,0.8,BUY,daily_reentry,41102.0,50067.0,31037.0,49081.65019826103
2016-10-21,0.8,0.9500000000000001,BUY,daily_reentry,40411.0,50067.0,31037.0,49081.65019826103
2016-10-24,0.9500000000000001,0.7000000000000001,SELL,gap_floor,39622.0,50067.0,31037.0,49081.65019826103
2016-10-25,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,40510.0,50067.0,31037.0,49081.65019826103
2016-10-26,0.8500000000000001,1.0,BUY,daily_reentry,42336.0,50067.0,31037.0,49081.65019826103
2016-10-31,1.0,0.75,SELL,gap_floor,40461.0,50067.0,31037.0,49081.65019826103
2016-11-01,0.75,0.9,BUY,daily_reentry,41447.0,50067.0,31037.0,49081.65019826103
2016-11-03,0.9,1.0,BUY,daily_reentry,40609.0,50067.0,31037.0,49081.65019826103
2016-11-07,1.0,0.75,SELL,gap_floor,40954.0,50067.0,31037.0,49081.65019826103
2016-11-08,0.75,0.9,BUY,daily_reentry,40954.0,50067.0,31037.0,49081.65019826103
2016-11-10,0.9,1.0,BUY,daily_reentry,40461.0,50067.0,31037.0,49081.65019826103
2016-11-14,1.0,0.75,SELL,gap_floor,39178.0,50067.0,31037.0,49081.65019826103
2016-11-15,0.75,0.9,BUY,daily_reentry,39178.0,50067.0,31037.0,49081.65019826103
2016-11-16,0.9,1.0,BUY,daily_reentry,40313.0,50067.0,31037.0,49081.65019826103
2016-11-21,1.0,0.75,SELL,gap_floor,40214.0,50067.0,31037.0,49081.65019826103
2016-11-22,0.75,0.9,BUY,daily_reentry,42138.0,50067.0,31037.0,49081.65019826103
2016-11-23,0.9,1.0,BUY,daily_reentry,42484.0,50067.0,31037.0,49081.65019826103
2016-11-28,1.0,0.75,SELL,gap_floor,42040.0,50067.0,31037.0,49081.65019826103
2016-11-30,0.75,0.9,BUY,daily_reentry,42336.0,50067.0,31037.0,49081.65019826103
2016-12-01,0.9,1.0,BUY,daily_reentry,43619.0,50067.0,31037.0,49081.65019826103
2016-12-05,1.0,0.75,SELL,gap_floor,43816.0,50067.0,31037.0,49081.65019826103
2016-12-06,0.75,0.9,BUY,daily_reentry,44605.0,50067.0,31037.0,49081.65019826103
2016-12-07,0.9,1.0,BUY,daily_reentry,44655.0,50067.0,31037.0,49081.65019826103
2016-12-12,1.0,0.75,SELL,gap_floor,44704.0,50067.0,31037.0,49081.65019826103
2016-12-14,0.75,0.9,BUY,daily_reentry,45247.0,50067.0,31037.0,49081.65019826103
2016-12-15,0.9,1.0,BUY,daily_reentry,45000.0,50067.0,31037.0,49081.65019826103
2016-12-19,1.0,0.75,SELL,gap_floor,44556.0,50067.0,31037.0,49081.65019826103
2016-12-20,0.75,0.9,BUY,daily_reentry,44556.0,50067.0,31037.0,49081.65019826103
2016-12-22,0.9,1.0,BUY,daily_reentry,44901.0,50067.0,31037.0,49081.65019826103
2016-12-26,1.0,0.75,SELL,gap_floor,45050.0,50067.0,31037.0,49081.65019826103
2016-12-27,0.75,0.9,BUY,daily_reentry,45050.0,50067.0,31037.0,49081.65019826103
2016-12-28,0.9,1.0,BUY,daily_reentry,45350.0,50067.0,31037.0,49081.65019826103
2017-01-03,1.0,0.75,SELL,gap_floor,47250.0,50067.0,31037.0,49081.65019826103
2017-01-04,0.75,0.9,BUY,daily_reentry,46500.0,50067.0,31037.0,49081.65019826103
2017-01-05,0.9,1.0,BUY,daily_reentry,46950.0,50067.0,31037.0,49081.65019826103
2017-02-15,1.0,0.8,SELL,two_close_floor,47900.0,54600.0,31037.0,49987.7194119523
2017-02-16,0.8,0.9500000000000001,BUY,daily_reentry,49600.0,54600.0,31037.0,49987.7194119523
2017-02-17,0.9500000000000001,1.0,BUY,daily_reentry,50400.0,54600.0,31037.0,49987.7194119523
2017-02-27,1.0,0.6,SELL,gap_floor,46000.0,54600.0,31037.0,49987.7194119523
2017-02-28,0.6,0.75,BUY,daily_reentry,46700.0,54600.0,31037.0,49987.7194119523
2017-03-02,0.75,0.9,BUY,daily_reentry,47700.0,54600.0,31037.0,49987.7194119523
2017-03-03,0.9,1.0,BUY,daily_reentry,47100.0,54600.0,31037.0,49987.7194119523
2017-03-07,1.0,0.9500000000000001,SELL,two_close_floor,48800.0,54600.0,31037.0,49987.7194119523
2017-03-08,0.9500000000000001,1.0,BUY,daily_reentry,48000.0,54600.0,31037.0,49987.7194119523
2017-03-16,1.0,0.9500000000000001,SELL,two_close_floor,49150.0,54600.0,31037.0,49987.7194119523
2017-03-20,0.9500000000000001,1.0,BUY,daily_reentry,47600.0,54600.0,31037.0,50077.19105192543
2017-03-23,1.0,0.9500000000000001,SELL,two_close_floor,48450.0,54600.0,31037.0,50077.19105192543
2017-03-24,0.9500000000000001,1.0,BUY,daily_reentry,49500.0,54600.0,31037.0,50077.19105192543
2017-04-07,1.0,0.9500000000000001,SELL,two_close_floor,49800.0,54600.0,31037.0,50077.19105192543
2017-04-12,0.9500000000000001,1.0,BUY,daily_reentry,49000.0,54600.0,31037.0,50581.910260009674
2017-04-14,1.0,0.9500000000000001,SELL,two_close_floor,49800.0,54600.0,31037.0,50581.910260009674
2017-04-17,0.9500000000000001,1.0,BUY,daily_reentry,49200.0,54600.0,31037.0,50652.48680657027
2017-07-31,1.0,0.9500000000000001,SELL,two_close_floor,66000.0,73000.0,31037.0,66790.11861019942
2017-08-01,0.9500000000000001,1.0,BUY,daily_reentry,65500.0,73000.0,31037.0,66790.11861019942
2017-08-07,1.0,0.9500000000000001,SELL,two_close_floor,64100.0,73000.0,31037.0,66790.11861019942
2017-08-08,0.9500000000000001,1.0,BUY,daily_reentry,66300.0,73000.0,31037.0,66790.11861019942
2017-08-14,1.0,0.9500000000000001,SELL,two_close_floor,65100.0,73000.0,31037.0,67155.8978567956
2017-08-16,0.9500000000000001,1.0,BUY,daily_reentry,66100.0,73000.0,31037.0,67155.8978567956
2017-10-19,1.0,0.8,SELL,two_close_floor,79000.0,89100.0,31037.0,81060.6599762629
2017-10-20,0.8,0.9500000000000001,BUY,daily_reentry,81200.0,89100.0,31037.0,81060.6599762629
2017-10-23,0.9500000000000001,1.0,BUY,daily_reentry,84700.0,89100.0,31037.0,81060.6599762629
2017-10-27,1.0,0.8,SELL,two_close_floor,78400.0,89100.0,31037.0,81060.6599762629
2017-10-30,0.8,0.9500000000000001,BUY,daily_reentry,79800.0,89100.0,31037.0,81060.6599762629
2017-10-31,0.9500000000000001,1.0,BUY,daily_reentry,82200.0,89100.0,31037.0,81060.6599762629
2017-11-30,1.0,0.6,SELL,gap_floor,76800.0,89100.0,31037.0,82729.8796984334
2017-12-01,0.6,0.75,BUY,daily_reentry,77400.0,89100.0,31037.0,82729.8796984334
2017-12-04,0.75,0.9,BUY,daily_reentry,79100.0,89100.0,31037.0,82729.8796984334
2017-12-05,0.9,1.0,BUY,daily_reentry,77900.0,89100.0,31037.0,82729.8796984334
2017-12-07,1.0,0.6,SELL,gap_floor,76000.0,89100.0,31037.0,82729.8796984334
2017-12-08,0.6,0.75,BUY,daily_reentry,78700.0,89100.0,31037.0,82729.8796984334
2017-12-11,0.75,0.9,BUY,daily_reentry,78700.0,89100.0,31037.0,82729.8796984334
2017-12-12,0.9,1.0,BUY,daily_reentry,77800.0,89100.0,31037.0,82729.8796984334
2017-12-14,1.0,0.6,SELL,gap_floor,76000.0,89100.0,31037.0,82729.8796984334
2017-12-18,0.6,0.75,BUY,daily_reentry,77200.0,89100.0,31037.0,82755.99590579151
2017-12-19,0.75,0.9,BUY,daily_reentry,80200.0,89100.0,31037.0,82755.99590579151
2017-12-21,0.9,1.0,BUY,daily_reentry,77000.0,89100.0,31037.0,82755.99590579151
2017-12-22,1.0,0.75,SELL,gap_floor,76700.0,89100.0,31037.0,82755.99590579151
2017-12-28,0.75,0.9,BUY,daily_reentry,76500.0,89100.0,31037.0,82935.02153202466
2018-01-01,0.9,1.0,BUY,daily_reentry,76500.0,89100.0,31037.0,82997.36868193587
2018-01-03,1.0,0.75,SELL,gap_floor,77700.0,89100.0,31037.0,83195.34294722926
2018-01-04,0.75,0.9,BUY,daily_reentry,77100.0,89100.0,31037.0,83195.34294722926
2018-01-05,0.9,1.0,BUY,daily_reentry,79300.0,89100.0,31037.0,83195.34294722926
2018-01-10,1.0,0.6,SELL,gap_floor,72900.0,89100.0,31037.0,83720.96673610817
2018-01-12,0.6,0.75,BUY,daily_reentry,74400.0,89100.0,31037.0,83811.98531109458
2018-01-15,0.75,0.9,BUY,daily_reentry,72700.0,89100.0,31037.0,83811.98531109458
2018-01-16,0.9,1.0,BUY,daily_reentry,74400.0,89100.0,31037.0,83811.98531109458
2018-01-17,1.0,0.75,SELL,gap_floor,74100.0,89100.0,31037.0,83811.98531109458
2018-01-18,0.75,0.9,BUY,daily_reentry,75200.0,89100.0,31037.0,83811.98531109458
2018-01-19,0.9,1.0,BUY,daily_reentry,73300.0,89100.0,31037.0,83811.98531109458
2018-01-24,1.0,0.75,SELL,gap_floor,72400.0,89100.0,31037.0,84083.69684168202
2018-01-25,0.75,0.9,BUY,daily_reentry,75800.0,89100.0,31037.0,84083.69684168202
2018-01-26,0.9,1.0,BUY,daily_reentry,75500.0,89100.0,31037.0,84083.69684168202
2018-01-31,1.0,0.75,SELL,gap_floor,73500.0,89100.0,31037.0,84083.69684168202
2018-02-01,0.75,0.9,BUY,daily_reentry,74400.0,89100.0,31037.0,84083.69684168202
2018-02-07,0.9,0.65,SELL,gap_floor,71100.0,89100.0,31037.0,84083.69684168202
2018-02-08,0.65,0.8,BUY,daily_reentry,73900.0,89100.0,31037.0,84083.69684168202
2018-02-09,0.8,0.9500000000000001,BUY,daily_reentry,73400.0,89100.0,31037.0,84083.69684168202
2018-02-12,0.9500000000000001,1.0,BUY,daily_reentry,74500.0,89100.0,31037.0,84083.69684168202
2018-02-14,1.0,0.75,SELL,gap_floor,77600.0,89100.0,31037.0,84083.69684168202
2018-02-15,0.75,0.9,BUY,daily_reentry,77600.0,89100.0,31037.0,84083.69684168202
2018-02-16,0.9,1.0,BUY,daily_reentry,77600.0,89100.0,31037.0,84083.69684168202
2018-02-21,1.0,0.75,SELL,gap_floor,76900.0,89100.0,31037.0,84083.69684168202
2018-02-22,0.75,0.9,BUY,daily_reentry,75900.0,89100.0,31037.0,84083.69684168202
2018-02-23,0.9,1.0,BUY,daily_reentry,77300.0,89100.0,31037.0,84083.69684168202
2018-02-28,1.0,0.75,SELL,gap_floor,76800.0,89100.0,31037.0,84083.69684168202
2018-03-02,0.75,0.9,BUY,daily_reentry,77400.0,89100.0,31037.0,84083.69684168202
2018-03-05,0.9,1.0,BUY,daily_reentry,78300.0,89100.0,31037.0,84083.69684168202
2018-03-08,1.0,0.9500000000000001,SELL,two_close_floor,83500.0,89100.0,31037.0,84083.69684168202
2018-03-09,0.9500000000000001,1.0,BUY,daily_reentry,83300.0,89100.0,31037.0,84083.69684168202
2018-03-26,1.0,0.9500000000000001,SELL,two_close_floor,84000.0,90700.0,31037.0,84083.9252563618
2018-03-30,0.9500000000000001,1.0,BUY,daily_reentry,81300.0,90700.0,31037.0,84083.9252563618
2018-04-02,1.0,0.9500000000000001,SELL,two_close_floor,81300.0,90700.0,31037.0,84083.9252563618
2018-04-03,0.9500000000000001,1.0,BUY,daily_reentry,81800.0,90700.0,31037.0,84083.9252563618
2018-04-09,1.0,0.9500000000000001,SELL,two_close_floor,80600.0,90700.0,31037.0,84083.9252563618
2018-04-10,0.9500000000000001,1.0,BUY,daily_reentry,80400.0,90700.0,31037.0,84083.9252563618
2018-04-17,1.0,0.9500000000000001,SELL,two_close_floor,82800.0,90700.0,31037.0,84083.9252563618
2018-04-18,0.9500000000000001,1.0,BUY,daily_reentry,84600.0,90700.0,31037.0,84083.9252563618
2018-04-25,1.0,0.9500000000000001,SELL,two_close_floor,82400.0,90700.0,31037.0,84083.9252563618
2018-04-26,0.9500000000000001,1.0,BUY,daily_reentry,86500.0,90700.0,31037.0,84083.9252563618
2018-05-03,1.0,0.9500000000000001,SELL,two_close_floor,82900.0,90700.0,31037.0,84083.9252563618
2018-05-04,0.9500000000000001,1.0,BUY,daily_reentry,83000.0,90700.0,31037.0,84083.9252563618
2018-06-15,1.0,0.9500000000000001,SELL,two_close_floor,87000.0,95300.0,31037.0,87502.43019434393
2018-06-19,0.9500000000000001,1.0,BUY,daily_reentry,84100.0,95300.0,31037.0,87502.43019434393
2018-06-26,1.0,0.9500000000000001,SELL,two_close_floor,84300.0,95300.0,31037.0,87502.43019434393
2018-06-27,0.9500000000000001,1.0,BUY,daily_reentry,85200.0,95300.0,31037.0,87502.43019434393
2018-07-03,1.0,0.9500000000000001,SELL,two_close_floor,86100.0,95300.0,31037.0,87502.43019434393
2018-07-04,0.9500000000000001,1.0,BUY,daily_reentry,85000.0,95300.0,31037.0,87502.43019434393
2018-07-11,1.0,0.9500000000000001,SELL,two_close_floor,86800.0,95300.0,31037.0,87502.43019434393
2018-07-12,0.9500000000000001,1.0,BUY,daily_reentry,85600.0,95300.0,31037.0,87502.43019434393
2018-07-23,1.0,0.6,SELL,gap_floor,81700.0,95300.0,31037.0,88129.49855606852
2018-07-24,0.6,0.75,BUY,daily_reentry,83600.0,95300.0,31037.0,88129.49855606852
2018-07-26,0.75,0.9,BUY,daily_reentry,83100.0,95300.0,31037.0,88172.37857149121
2018-07-27,0.9,1.0,BUY,daily_reentry,86100.0,95300.0,31037.0,88172.37857149121
2018-07-30,1.0,0.9500000000000001,SELL,two_close_floor,85900.0,95300.0,31037.0,88172.37857149121
2018-07-31,0.9500000000000001,1.0,BUY,daily_reentry,86300.0,95300.0,31037.0,88172.37857149121
2018-08-06,1.0,0.6,SELL,gap_floor,79400.0,95300.0,31037.0,88486.49301776408
2018-08-13,0.6,0.35,SELL,gap_floor,75400.0,95300.0,31037.0,89436.11356793664
2018-08-27,0.35,0.5,BUY,daily_reentry,83500.0,95300.0,31037.0,89722.699652401
2018-08-29,0.5,0.65,BUY,daily_reentry,82800.0,95300.0,31037.0,89722.699652401
2018-08-30,0.65,0.8,BUY,daily_reentry,82700.0,95300.0,31037.0,89722.699652401
2018-08-31,0.8,0.9500000000000001,BUY,daily_reentry,83000.0,95300.0,31037.0,89722.699652401
2018-09-04,0.9500000000000001,0.55,SELL,gap_floor,81200.0,95300.0,31037.0,89722.699652401
2018-09-11,0.55,0.35,SELL,gap_floor,76600.0,95300.0,31037.0,90227.9182874356
2019-02-14,0.35,0.5,BUY,daily_reentry,77400.0,95300.0,31037.0,92196.0
2019-02-20,0.5,0.35,SELL,gap_floor,75700.0,95300.0,31037.0,92196.0
2019-02-21,0.35,0.5,BUY,daily_reentry,76700.0,95300.0,31037.0,92196.0
2019-02-22,0.5,0.65,BUY,daily_reentry,76700.0,95300.0,31037.0,92196.0
2019-02-27,0.65,0.35,SELL,gap_floor,73700.0,95300.0,31037.0,92196.0
2019-03-21,0.35,0.5,BUY,daily_reentry,75900.0,95300.0,31037.0,92196.0
2019-03-22,0.5,0.65,BUY,daily_reentry,76100.0,95300.0,31037.0,92196.0
2019-03-28,0.65,0.35,SELL,gap_floor,72300.0,95300.0,31037.0,92196.0
2019-04-01,0.35,0.5,BUY,daily_reentry,76600.0,95300.0,31037.0,92196.0
2019-04-02,0.5,0.65,BUY,daily_reentry,76400.0,95300.0,31037.0,92196.0
2019-04-03,0.65,0.8,BUY,daily_reentry,79900.0,95300.0,31037.0,92196.0
2019-04-04,0.8,0.55,SELL,gap_floor,78400.0,95300.0,31037.0,92196.0
2019-04-05,0.55,0.7000000000000001,BUY,daily_reentry,79000.0,95300.0,31037.0,92196.0
2019-04-08,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,77900.0,95300.0,31037.0,92196.0
2019-04-09,0.8500000000000001,1.0,BUY,daily_reentry,77800.0,95300.0,31037.0,92196.0
2019-04-11,1.0,0.75,SELL,gap_floor,78400.0,95300.0,31037.0,92196.0
2019-04-12,0.75,0.9,BUY,daily_reentry,78100.0,95300.0,31037.0,92196.0
2019-04-15,0.9,1.0,BUY,daily_reentry,79700.0,95300.0,31037.0,92196.0
2019-04-18,1.0,0.75,SELL,gap_floor,79200.0,95300.0,31037.0,92196.0
2019-04-19,0.75,0.9,BUY,daily_reentry,81800.0,95300.0,31037.0,92196.0
2019-04-22,0.9,1.0,BUY,daily_reentry,80500.0,95300.0,31037.0,92196.0
2019-04-25,1.0,0.75,SELL,gap_floor,80200.0,95300.0,31037.0,92196.0
2019-04-26,0.75,0.9,BUY,daily_reentry,78600.0,95300.0,31037.0,92196.0
2019-04-29,0.9,1.0,BUY,daily_reentry,80000.0,95300.0,31037.0,92196.0
2019-05-03,1.0,0.75,SELL,gap_floor,80400.0,95300.0,31037.0,92196.0
2019-05-07,0.75,0.9,BUY,daily_reentry,79900.0,95300.0,31037.0,92196.0
2019-05-08,0.9,1.0,BUY,daily_reentry,80300.0,95300.0,31037.0,92196.0
2019-05-13,1.0,0.6,SELL,gap_floor,73500.0,95300.0,31037.0,92196.0
2019-05-14,0.6,0.75,BUY,daily_reentry,74600.0,95300.0,31037.0,92196.0
2019-05-15,0.75,0.9,BUY,daily_reentry,74500.0,95300.0,31037.0,92196.0
2019-05-21,0.9,0.5,SELL,gap_floor,70300.0,95300.0,31037.0,92196.0
2019-05-28,0.5,0.35,SELL,gap_floor,65900.0,95300.0,31037.0,92196.0
2019-07-02,0.35,0.5,BUY,daily_reentry,71400.0,95300.0,31037.0,92413.04102530653
2019-07-03,0.5,0.35,SELL,gap_floor,69100.0,95300.0,31037.0,92413.04102530653
2019-07-10,0.35,0.5,BUY,daily_reentry,72900.0,95300.0,31037.0,92413.04102530653
2019-07-11,0.5,0.65,BUY,daily_reentry,75500.0,95300.0,31037.0,92413.04102530653
2019-07-12,0.65,0.8,BUY,daily_reentry,74700.0,95300.0,31037.0,92413.04102530653
2019-07-15,0.8,0.9500000000000001,BUY,daily_reentry,76200.0,95300.0,31037.0,92413.04102530653
2019-07-16,0.9500000000000001,1.0,BUY,daily_reentry,76100.0,95300.0,31037.0,92413.04102530653
2019-07-17,1.0,0.75,SELL,gap_floor,74600.0,95300.0,31037.0,92413.04102530653
2019-07-18,0.75,0.9,BUY,daily_reentry,74700.0,95300.0,31037.0,92413.04102530653
2019-07-19,0.9,1.0,BUY,daily_reentry,76800.0,95300.0,31037.0,92413.04102530653
2019-07-24,1.0,0.75,SELL,gap_floor,77600.0,95300.0,31037.0,92413.04102530653
2019-07-25,0.75,0.9,BUY,daily_reentry,79200.0,95300.0,31037.0,92413.04102530653
2019-07-26,0.9,1.0,BUY,daily_reentry,79800.0,95300.0,31037.0,92413.04102530653
2019-07-31,1.0,0.6,SELL,gap_floor,76900.0,95300.0,31037.0,92413.04102530653
2019-08-01,0.6,0.75,BUY,daily_reentry,77700.0,95300.0,31037.0,92413.04102530653
2019-08-07,0.75,0.5,SELL,gap_floor,73300.0,95300.0,31037.0,92413.04102530653
2019-08-08,0.5,0.65,BUY,daily_reentry,72300.0,95300.0,31037.0,92413.04102530653
2019-08-09,0.65,0.8,BUY,daily_reentry,73300.0,95300.0,31037.0,92413.04102530653
2019-08-12,0.8,0.9500000000000001,BUY,daily_reentry,74500.0,95300.0,31037.0,92413.04102530653
2019-08-13,0.9500000000000001,1.0,BUY,daily_reentry,74500.0,95300.0,31037.0,92413.04102530653
2019-08-14,1.0,0.75,SELL,gap_floor,76900.0,95300.0,31037.0,92413.04102530653
2019-08-16,0.75,0.9,BUY,daily_reentry,76400.0,95300.0,31037.0,92413.04102530653
2019-08-19,0.9,1.0,BUY,daily_reentry,75100.0,95300.0,31037.0,92413.04102530653
2019-08-22,1.0,0.6,SELL,gap_floor,73800.0,95300.0,31037.0,92413.04102530653
2019-08-23,0.6,0.75,BUY,daily_reentry,74400.0,95300.0,31037.0,92413.04102530653
2019-08-27,0.75,0.9,BUY,daily_reentry,73000.0,95300.0,31037.0,92413.04102530653
2019-08-28,0.9,1.0,BUY,daily_reentry,73300.0,95300.0,31037.0,92413.04102530653
2019-08-29,1.0,0.75,SELL,gap_floor,73300.0,95300.0,31037.0,92413.04102530653
2019-08-30,0.75,0.9,BUY,daily_reentry,77400.0,95300.0,31037.0,92413.04102530653
2019-09-02,0.9,1.0,BUY,daily_reentry,77600.0,95300.0,31037.0,92413.04102530653
2019-09-05,1.0,0.75,SELL,gap_floor,83000.0,95300.0,31037.0,92413.04102530653
2019-09-06,0.75,0.9,BUY,daily_reentry,81900.0,95300.0,31037.0,92413.04102530653
2019-09-09,0.9,1.0,BUY,daily_reentry,84300.0,95300.0,31037.0,92413.04102530653
2019-09-16,1.0,0.6,SELL,gap_floor,79500.0,95300.0,31037.0,92413.04102530653
2019-09-18,0.6,0.75,BUY,daily_reentry,80200.0,95300.0,31037.0,92413.04102530653
2019-09-19,0.75,0.9,BUY,daily_reentry,82700.0,95300.0,31037.0,92413.04102530653
2019-09-20,0.9,1.0,BUY,daily_reentry,82200.0,95300.0,31037.0,92413.04102530653
2019-09-23,1.0,0.75,SELL,gap_floor,82800.0,95300.0,31037.0,92413.04102530653
2019-09-24,0.75,0.9,BUY,daily_reentry,83400.0,95300.0,31037.0,92413.04102530653
2019-09-25,0.9,1.0,BUY,daily_reentry,81900.0,95300.0,31037.0,92413.04102530653
2019-09-30,1.0,0.75,SELL,gap_floor,82200.0,95300.0,31037.0,92413.04102530653
2019-10-01,0.75,0.9,BUY,daily_reentry,82000.0,95300.0,31037.0,92413.04102530653
2019-10-04,0.9,1.0,BUY,daily_reentry,80300.0,95300.0,31037.0,92413.04102530653
2019-10-08,1.0,0.75,SELL,gap_floor,80900.0,95300.0,31037.0,92413.04102530653
2019-10-11,0.75,0.9,BUY,daily_reentry,80000.0,95300.0,31037.0,92413.04102530653
2019-10-14,0.9,1.0,BUY,daily_reentry,80500.0,95300.0,31037.0,92413.04102530653
2019-10-16,1.0,0.75,SELL,gap_floor,82400.0,95300.0,31037.0,92413.04102530653
2019-10-17,0.75,0.9,BUY,daily_reentry,81000.0,95300.0,31037.0,92413.04102530653
2019-10-21,0.9,1.0,BUY,daily_reentry,77500.0,95300.0,31037.0,92413.04102530653
2019-10-23,1.0,0.75,SELL,gap_floor,77700.0,95300.0,31037.0,92413.04102530653
2019-10-24,0.75,0.9,BUY,daily_reentry,80000.0,95300.0,31037.0,92413.04102530653
2019-10-25,0.9,1.0,BUY,daily_reentry,82900.0,95300.0,31037.0,92413.04102530653
2019-10-30,1.0,0.75,SELL,gap_floor,81500.0,95300.0,31037.0,92413.04102530653
2019-10-31,0.75,0.9,BUY,daily_reentry,82000.0,95300.0,31037.0,92413.04102530653
2019-11-01,0.9,1.0,BUY,daily_reentry,83100.0,95300.0,31037.0,92413.04102530653
2019-11-06,1.0,0.75,SELL,gap_floor,83500.0,95300.0,31037.0,92413.04102530653
2019-11-07,0.75,0.9,BUY,daily_reentry,83600.0,95300.0,31037.0,92413.04102530653
2019-11-12,0.9,1.0,BUY,daily_reentry,83200.0,95300.0,31037.0,92413.04102530653
2019-11-13,1.0,0.75,SELL,gap_floor,83400.0,95300.0,31037.0,92413.04102530653
2019-11-14,0.75,0.9,BUY,daily_reentry,83400.0,95300.0,31037.0,92413.04102530653
2019-11-15,0.9,1.0,BUY,daily_reentry,85200.0,95300.0,31037.0,92413.04102530653
2019-11-20,1.0,0.6,SELL,gap_floor,82700.0,95300.0,31037.0,92413.04102530653
2019-11-22,0.6,0.75,BUY,daily_reentry,81700.0,95300.0,31037.0,92413.04102530653
2019-11-25,0.75,0.9,BUY,daily_reentry,81700.0,95300.0,31037.0,92413.04102530653
2019-11-26,0.9,1.0,BUY,daily_reentry,82300.0,95300.0,31037.0,92413.04102530653
2019-11-27,1.0,0.75,SELL,gap_floor,82700.0,95300.0,31037.0,92413.04102530653
2019-11-28,0.75,0.9,BUY,daily_reentry,82800.0,95300.0,31037.0,92413.04102530653
2019-12-04,0.9,0.5,SELL,gap_floor,77700.0,95300.0,31037.0,92413.04102530653
2019-12-05,0.5,0.65,BUY,daily_reentry,78800.0,95300.0,31037.0,92413.04102530653
2019-12-06,0.65,0.8,BUY,daily_reentry,80600.0,95300.0,31037.0,92413.04102530653
2019-12-09,0.8,0.9500000000000001,BUY,daily_reentry,80700.0,95300.0,31037.0,92413.04102530653
2019-12-10,0.9500000000000001,1.0,BUY,daily_reentry,80700.0,95300.0,31037.0,92413.04102530653
2019-12-11,1.0,0.75,SELL,gap_floor,80600.0,95300.0,31037.0,92413.04102530653
2019-12-12,0.75,0.9,BUY,daily_reentry,83400.0,95300.0,31037.0,92413.04102530653
2019-12-13,0.9,1.0,BUY,daily_reentry,87900.0,95300.0,31037.0,92413.04102530653
2020-02-27,1.0,0.8,SELL,two_close_floor,92800.0,105000.0,31037.0,95697.47960378582
2020-03-02,0.8,0.9500000000000001,BUY,daily_reentry,92100.0,105000.0,31037.0,96740.78685499547
2020-03-03,0.9500000000000001,1.0,BUY,daily_reentry,92800.0,105000.0,31037.0,96740.78685499547
2020-03-05,1.0,0.9500000000000001,SELL,two_close_floor,94900.0,105000.0,31037.0,96740.78685499547
2020-03-06,0.9500000000000001,1.0,BUY,daily_reentry,92600.0,105000.0,31037.0,96740.78685499547
2020-03-12,1.0,0.6,SELL,gap_floor,82800.0,105000.0,31037.0,97066.95061562986
2020-03-19,0.6,0.35,SELL,gap_floor,69000.0,105000.0,31037.0,98040.0
2020-03-25,0.35,0.5,BUY,daily_reentry,84500.0,105000.0,31037.0,98040.0
2020-03-26,0.5,0.35,SELL,gap_floor,80700.0,105000.0,31037.0,98040.0
2020-03-27,0.35,0.5,BUY,daily_reentry,83300.0,105000.0,31037.0,98040.0
2020-03-30,0.5,0.65,BUY,daily_reentry,83700.0,105000.0,31037.0,98040.0
2020-03-31,0.65,0.8,BUY,daily_reentry,83300.0,105000.0,31037.0,98040.0
2020-04-02,0.8,0.4,SELL,gap_floor,80000.0,105000.0,31037.0,98040.0
2020-04-07,0.4,0.55,BUY,daily_reentry,85800.0,105000.0,31037.0,98040.0
2020-04-08,0.55,0.7000000000000001,BUY,daily_reentry,84500.0,105000.0,31037.0,98040.0
2020-04-10,0.7000000000000001,0.5,SELL,gap_floor,84100.0,105000.0,31037.0,98040.0
2020-04-20,0.5,0.35,SELL,gap_floor,82000.0,105000.0,31037.0,98040.0
2020-05-08,0.35,0.5,BUY,daily_reentry,85000.0,105000.0,31037.0,100413.27475541281
2020-05-12,0.5,0.65,BUY,daily_reentry,85700.0,105000.0,31037.0,100413.27475541281
2020-05-14,0.65,0.35,SELL,gap_floor,80600.0,105000.0,31037.0,100748.4172138924
2020-06-03,0.35,0.5,BUY,daily_reentry,88700.0,105000.0,31037.0,101243.47635373684
2020-06-05,0.5,0.65,BUY,daily_reentry,90400.0,105000.0,31037.0,101243.47635373684
2020-06-08,0.65,0.8,BUY,daily_reentry,91000.0,105000.0,31037.0,101243.47635373684
2020-06-09,0.8,0.9500000000000001,BUY,daily_reentry,89800.0,105000.0,31037.0,101243.47635373684
2020-06-10,0.9500000000000001,1.0,BUY,daily_reentry,90800.0,105000.0,31037.0,101243.47635373684
2020-06-11,1.0,0.75,SELL,gap_floor,88500.0,105000.0,31037.0,101243.47635373684
2020-06-17,0.75,0.9,BUY,daily_reentry,86800.0,105000.0,31037.0,101243.47635373684
2020-06-18,0.9,0.65,SELL,gap_floor,86200.0,105000.0,31037.0,101243.47635373684
2020-06-25,0.65,0.35,SELL,gap_floor,84300.0,105000.0,31037.0,101243.47635373684
2020-10-13,0.35,0.5,BUY,daily_reentry,88200.0,105000.0,31037.0,102122.38852330307
2020-10-14,0.5,0.65,BUY,daily_reentry,86500.0,105000.0,31037.0,102122.38852330307
2020-10-15,0.65,0.5,SELL,gap_floor,87100.0,105000.0,31037.0,102122.38852330307
2020-10-19,0.5,0.65,BUY,daily_reentry,86700.0,105000.0,31037.0,102122.38852330307
2020-10-22,0.65,0.35,SELL,gap_floor,83300.0,105000.0,31037.0,102122.38852330307
2020-11-05,0.35,0.5,BUY,daily_reentry,86100.0,105000.0,31037.0,102122.38852330307
2020-11-06,0.5,0.65,BUY,daily_reentry,86300.0,105000.0,31037.0,102122.38852330307
2020-11-09,0.65,0.8,BUY,daily_reentry,86000.0,105000.0,31037.0,102122.38852330307
2020-11-10,0.8,0.9500000000000001,BUY,daily_reentry,86500.0,105000.0,31037.0,102122.38852330307
2020-11-11,0.9500000000000001,1.0,BUY,daily_reentry,87000.0,105000.0,31037.0,102122.38852330307
2020-11-12,1.0,0.75,SELL,gap_floor,88100.0,105000.0,31037.0,102122.38852330307
2020-11-13,0.75,0.9,BUY,daily_reentry,89700.0,105000.0,31037.0,102122.38852330307
2020-11-16,0.9,1.0,BUY,daily_reentry,98000.0,105000.0,31037.0,102122.38852330307
2020-11-19,1.0,0.75,SELL,gap_floor,98200.0,105000.0,31037.0,102122.38852330307
2020-11-20,0.75,0.9,BUY,daily_reentry,96800.0,105000.0,31037.0,102122.38852330307
2020-11-23,0.9,1.0,BUY,daily_reentry,100000.0,105000.0,31037.0,102122.38852330307
2020-11-26,1.0,0.9500000000000001,SELL,two_close_floor,99400.0,105000.0,31037.0,102122.38852330307
2020-11-27,0.9500000000000001,1.0,BUY,daily_reentry,98800.0,105000.0,31037.0,102122.38852330307
2021-01-29,1.0,0.8,SELL,two_close_floor,122500.0,138000.0,31037.0,123232.10443787818
2021-02-01,0.8,0.9500000000000001,BUY,daily_reentry,125000.0,138000.0,31037.0,123232.10443787818
2021-02-02,0.9500000000000001,1.0,BUY,daily_reentry,130000.0,138000.0,31037.0,123232.10443787818
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-10-23 1.0 0.75 SELL trend_crisis 20843.0 32487.0 31037.0
3 2007-10-30 0.75 0.5 SELL trend_crisis 20594.0 32487.0 31037.0
4 2007-11-06 0.5 0.25 SELL trend_crisis 20014.0 32487.0 31037.0
5 2007-11-13 0.25 0.2 SELL trend_crisis 19227.0 32487.0 31037.0
6 2008-04-02 0.2 0.35 BUY daily_reentry 24127.0 32487.0 31037.0
7 2008-04-03 0.35 0.5 BUY daily_reentry 24213.0 32487.0 31037.0
8 2008-04-04 0.5 0.25 SELL trend_crisis 23999.0 32487.0 31037.0
9 2008-04-11 0.25 0.4 BUY daily_reentry 24813.0 32487.0 31037.0
10 2008-04-14 0.4 0.55 BUY daily_reentry 24770.0 32487.0 31037.0
11 2008-04-15 0.55 0.30000000000000004 SELL trend_crisis 23870.0 32487.0 31037.0
12 2008-04-17 0.30000000000000004 0.45000000000000007 BUY daily_reentry 24042.0 32487.0 31037.0
13 2008-04-18 0.45000000000000007 0.6000000000000001 BUY daily_reentry 24256.0 32487.0 31037.0
14 2008-04-21 0.6000000000000001 0.7500000000000001 BUY daily_reentry 25156.0 32487.0 31037.0
15 2008-04-22 0.7500000000000001 0.9000000000000001 BUY daily_reentry 25242.0 32487.0 31037.0
16 2008-04-23 0.9000000000000001 1.0 BUY daily_reentry 24813.0 32487.0 31037.0
17 2008-04-28 1.0 0.75 SELL trend_crisis 22842.0 32487.0 31037.0
18 2008-05-02 0.75 0.9 BUY daily_reentry 23956.0 32487.0 31037.0
19 2008-05-05 0.9 1.0 BUY daily_reentry 23956.0 32487.0 31037.0
20 2008-06-27 1.0 0.75 SELL trend_crisis 22242.0 32487.0 31037.0
21 2008-07-04 0.75 0.5 SELL trend_crisis 20013.0 32487.0 31037.0
22 2008-07-11 0.5 0.25 SELL trend_crisis 20356.0 32487.0 31037.0
23 2008-07-18 0.25 0.2 SELL trend_crisis 19413.0 32487.0 31037.0
24 2009-04-06 0.2 0.35 BUY daily_reentry 13173.0 32487.0 31037.0
25 2009-04-07 0.35 0.5 BUY daily_reentry 13313.0 32487.0 31037.0
26 2009-04-08 0.5 0.65 BUY daily_reentry 13034.0 32487.0 31037.0
27 2009-04-09 0.65 0.8 BUY daily_reentry 13127.0 32487.0 31037.0
28 2009-04-10 0.8 0.9500000000000001 BUY daily_reentry 12568.0 32487.0 31037.0
29 2009-04-14 0.9500000000000001 1.0 BUY daily_reentry 12894.0 32487.0 31037.0
30 2009-05-27 1.0 0.75 SELL trend_crisis 10706.0 32487.0 31037.0
31 2009-05-28 0.75 0.9 BUY daily_reentry 11684.0 32487.0 31037.0
32 2009-05-29 0.9 1.0 BUY daily_reentry 12010.0 32487.0 31037.0
33 2010-07-22 1.0 0.75 SELL trend_crisis 21426.0 32487.0 31037.0
34 2010-07-26 0.75 0.9 BUY daily_reentry 22706.0 32487.0 31037.0
35 2010-07-27 0.9 1.0 BUY daily_reentry 22280.0 32487.0 31037.0
36 2010-07-29 1.0 0.75 SELL trend_crisis 21189.0 32487.0 31037.0
37 2010-08-05 0.75 0.5 SELL trend_crisis 20763.0 32487.0 31037.0
38 2010-08-12 0.5 0.25 SELL trend_crisis 20099.0 32487.0 31037.0
39 2010-08-19 0.25 0.2 SELL trend_crisis 21332.0 32487.0 31037.0
40 2010-10-22 0.2 0.35 BUY daily_reentry 22943.0 32487.0 31037.0
41 2010-10-25 0.35 0.5 BUY daily_reentry 23038.0 32487.0 31037.0
42 2010-10-26 0.5 0.25 SELL trend_crisis 22469.0 32487.0 31037.0
43 2010-11-02 0.25 0.2 SELL trend_crisis 20763.0 32487.0 31037.0
44 2010-11-22 0.2 0.35 BUY daily_reentry 23986.0 32487.0 31037.0
45 2010-11-23 0.35 0.5 BUY daily_reentry 24034.0 32487.0 31037.0
46 2010-11-24 0.5 0.65 BUY daily_reentry 24413.0 32487.0 31037.0
47 2010-11-25 0.65 0.8 BUY daily_reentry 23891.0 32487.0 31037.0
48 2010-11-26 0.8 0.9500000000000001 BUY daily_reentry 23370.0 32487.0 31037.0
49 2010-11-29 0.9500000000000001 1.0 BUY daily_reentry 23512.0 32487.0 31037.0
50 2010-11-30 1.0 0.75 SELL trend_crisis 22280.0 32487.0 31037.0
51 2010-12-07 0.75 0.5 SELL trend_crisis 22374.0 32487.0 31037.0
52 2010-12-10 0.5 0.65 BUY daily_reentry 23228.0 32487.0 31037.0
53 2010-12-13 0.65 0.8 BUY daily_reentry 23086.0 32487.0 31037.0
54 2010-12-14 0.8 0.9500000000000001 BUY daily_reentry 23465.0 32487.0 31037.0
55 2010-12-15 0.9500000000000001 0.7000000000000001 SELL trend_crisis 22991.0 32487.0 31037.0
56 2010-12-22 0.7000000000000001 0.45000000000000007 SELL trend_crisis 22090.0 32487.0 31037.0
57 2010-12-29 0.45000000000000007 0.6000000000000001 BUY daily_reentry 23282.0 32487.0 31037.0
58 2010-12-30 0.6000000000000001 0.3500000000000001 SELL trend_crisis 23042.0 32487.0 31037.0
59 2011-01-03 0.3500000000000001 0.5000000000000001 BUY daily_reentry 24291.0 32487.0 31037.0
60 2011-01-04 0.5000000000000001 0.6500000000000001 BUY daily_reentry 24579.0 32487.0 31037.0
61 2011-01-05 0.6500000000000001 0.8000000000000002 BUY daily_reentry 24867.0 32487.0 31037.0
62 2011-01-06 0.8000000000000002 0.9500000000000002 BUY daily_reentry 25059.0 32487.0 31037.0
63 2011-01-07 0.9500000000000002 1.0 BUY daily_reentry 25059.0 32487.0 31037.0
64 2011-06-13 1.0 0.75 SELL trend_crisis 25299.0 35524.0 31037.0
65 2011-06-15 0.75 0.9 BUY daily_reentry 25875.0 35524.0 31037.0
66 2011-06-20 0.9 0.65 SELL trend_crisis 24194.0 35524.0 31037.0
67 2011-06-24 0.65 0.8 BUY daily_reentry 26787.0 35524.0 31037.0
68 2011-06-27 0.8 0.55 SELL trend_crisis 25635.0 35524.0 31037.0
69 2011-07-04 0.55 0.30000000000000004 SELL trend_crisis 25875.0 35524.0 31037.0
70 2011-07-05 0.30000000000000004 0.45000000000000007 BUY daily_reentry 26883.0 35524.0 31037.0
71 2011-07-11 0.45000000000000007 0.20000000000000007 SELL trend_crisis 25395.0 35524.0 31037.0
72 2011-07-18 0.20000000000000007 0.35 BUY gap_floor 22034.0 35524.0 31037.0 33937.49441263012
73 2011-08-16 0.35 0.2 SELL trend_crisis 19682.0 35524.0 31037.0
74 2011-10-14 0.2 0.35 BUY gap_floor 21074.0 35524.0 31037.0 34177.9
75 2012-01-13 0.35 0.5 BUY daily_reentry 24261.0 35524.0 31037.0 34257.480441723135
76 2012-01-17 0.5 0.65 BUY daily_reentry 24647.0 35524.0 31037.0 34406.456179670786
77 2012-01-18 0.65 0.8 BUY daily_reentry 24358.0 35524.0 31037.0 34410.02195230588
78 2012-01-19 0.8 0.9500000000000001 BUY daily_reentry 25371.0 35524.0 31037.0 34410.02195230588
79 2012-01-20 0.9500000000000001 1.0 BUY daily_reentry 25998.0 35524.0 31037.0 34410.02195230588
80 2012-01-25 1.0 0.75 SELL gap_floor 26480.0 35524.0 31037.0 34410.02195230588
81 2012-01-26 0.75 0.9 BUY daily_reentry 26094.0 35524.0 31037.0 34410.02195230588
82 2012-01-27 0.9 1.0 BUY daily_reentry 25081.0 35524.0 31037.0 34410.02195230588
83 2012-02-01 1.0 0.75 SELL gap_floor 26239.0 35524.0 31037.0 34410.02195230588
84 2012-02-02 0.75 0.9 BUY daily_reentry 26336.0 35524.0 31037.0 34410.02195230588
85 2012-02-03 0.9 1.0 BUY daily_reentry 25371.0 35524.0 31037.0 34410.02195230588
86 2012-02-08 1.0 0.75 SELL gap_floor 25564.0 35524.0 31037.0 34410.02195230588
87 2012-02-09 0.75 0.9 BUY daily_reentry 26094.0 35524.0 31037.0 34410.02195230588
88 2012-02-10 0.9 1.0 BUY daily_reentry 26046.0 35524.0 31037.0 34410.02195230588
89 2012-02-15 1.0 0.75 SELL gap_floor 27976.0 35524.0 31037.0 34410.02195230588
90 2012-02-16 0.75 0.9 BUY daily_reentry 27686.0 35524.0 31037.0 34410.02195230588
91 2012-02-17 0.9 1.0 BUY daily_reentry 27831.0 35524.0 31037.0 34410.02195230588
92 2012-02-22 1.0 0.75 SELL gap_floor 27976.0 35524.0 31037.0 34410.02195230588
93 2012-02-23 0.75 0.9 BUY daily_reentry 27831.0 35524.0 31037.0 34410.02195230588
94 2012-02-24 0.9 1.0 BUY daily_reentry 27831.0 35524.0 31037.0 34410.02195230588
95 2012-02-29 1.0 0.75 SELL gap_floor 29133.0 35524.0 31037.0 34410.02195230588
96 2012-03-02 0.75 0.9 BUY daily_reentry 29374.0 35524.0 31037.0 34410.02195230588
97 2012-03-05 0.9 1.0 BUY daily_reentry 28988.0 35524.0 31037.0 34410.02195230588
98 2012-03-08 1.0 0.75 SELL gap_floor 28699.0 35524.0 31037.0 34410.02195230588
99 2012-03-09 0.75 0.9 BUY daily_reentry 28747.0 35524.0 31037.0 34410.02195230588
100 2012-03-12 0.9 1.0 BUY daily_reentry 28554.0 35524.0 31037.0 34410.02195230588
101 2012-03-15 1.0 0.6 SELL gap_floor 28217.0 35524.0 31037.0 34410.02195230588
102 2012-03-19 0.6 0.75 BUY daily_reentry 28265.0 35524.0 31037.0 34410.02195230588
103 2012-03-20 0.75 0.9 BUY daily_reentry 28120.0 35524.0 31037.0 34410.02195230588
104 2012-03-21 0.9 1.0 BUY daily_reentry 27879.0 35524.0 31037.0 34410.02195230588
105 2012-03-22 1.0 0.75 SELL gap_floor 28313.0 35524.0 31037.0 34410.02195230588
106 2012-03-23 0.75 0.9 BUY daily_reentry 29085.0 35524.0 31037.0 34410.02195230588
107 2012-03-26 0.9 1.0 BUY daily_reentry 29230.0 35524.0 31037.0 34410.02195230588
108 2012-03-29 1.0 0.75 SELL gap_floor 29423.0 35524.0 31037.0 34410.02195230588
109 2012-04-02 0.75 0.9 BUY daily_reentry 28313.0 35524.0 31037.0 34410.02195230588
110 2012-04-03 0.9 1.0 BUY daily_reentry 29230.0 35524.0 31037.0 34410.02195230588
111 2012-04-05 1.0 0.75 SELL gap_floor 28796.0 35524.0 31037.0 34410.02195230588
112 2012-04-13 0.75 0.5 SELL gap_floor 27976.0 35524.0 31037.0 34410.02195230588
113 2012-04-16 0.5 0.65 BUY daily_reentry 28217.0 35524.0 31037.0 34410.02195230588
114 2012-04-17 0.65 0.8 BUY daily_reentry 27300.0 35524.0 31037.0 34410.02195230588
115 2012-04-18 0.8 0.9500000000000001 BUY daily_reentry 27059.0 35524.0 31037.0 34410.02195230588
116 2012-04-19 0.9500000000000001 1.0 BUY daily_reentry 27783.0 35524.0 31037.0 34410.02195230588
117 2012-04-20 1.0 0.6 SELL gap_floor 26673.0 35524.0 31037.0 34410.02195230588
118 2012-04-23 0.6 0.75 BUY daily_reentry 26818.0 35524.0 31037.0 34410.02195230588
119 2012-04-26 0.75 0.9 BUY daily_reentry 26239.0 35524.0 31037.0 34410.02195230588
120 2012-04-27 0.9 0.65 SELL gap_floor 27059.0 35524.0 31037.0 34410.02195230588
121 2012-04-30 0.65 0.8 BUY daily_reentry 27059.0 35524.0 31037.0 34410.02195230588
122 2012-05-02 0.8 0.9500000000000001 BUY daily_reentry 26384.0 35524.0 31037.0 34410.02195230588
123 2012-05-03 0.9500000000000001 1.0 BUY daily_reentry 26287.0 35524.0 31037.0 34410.02195230588
124 2012-05-07 1.0 0.6 SELL gap_floor 26287.0 35524.0 31037.0 34410.02195230588
125 2012-05-10 0.6 0.75 BUY daily_reentry 25660.0 35524.0 31037.0 34410.02195230588
126 2012-05-14 0.75 0.5 SELL gap_floor 25178.0 35524.0 31037.0 34410.02195230588
127 2012-05-17 0.5 0.65 BUY daily_reentry 23634.0 35524.0 31037.0 34410.02195230588
128 2012-05-21 0.65 0.35 SELL gap_floor 22573.0 35524.0 31037.0 34410.02195230588
129 2012-06-20 0.35 0.5 BUY daily_reentry 23924.0 35524.0 31037.0 34410.02195230588
130 2012-06-27 0.5 0.35 SELL gap_floor 21994.0 35524.0 31037.0 34410.02195230588
131 2012-11-01 0.35 0.5 BUY daily_reentry 24599.0 35524.0 31037.0 34644.21806425128
132 2012-11-02 0.5 0.65 BUY daily_reentry 25033.0 35524.0 31037.0 34644.21806425128
133 2012-11-05 0.65 0.5 SELL gap_floor 25226.0 35524.0 31037.0 34644.21806425128
134 2012-11-06 0.5 0.65 BUY daily_reentry 24985.0 35524.0 31037.0 34644.21806425128
135 2012-11-07 0.65 0.8 BUY daily_reentry 25081.0 35524.0 31037.0 34644.21806425128
136 2012-11-08 0.8 0.9500000000000001 BUY daily_reentry 25130.0 35524.0 31037.0 34644.21806425128
137 2012-11-12 0.9500000000000001 0.55 SELL gap_floor 24406.0 35524.0 31037.0 34644.21806425128
138 2012-11-13 0.55 0.7000000000000001 BUY daily_reentry 24454.0 35524.0 31037.0 34644.21806425128
139 2012-11-14 0.7000000000000001 0.8500000000000001 BUY daily_reentry 25660.0 35524.0 31037.0 34644.21806425128
140 2012-11-15 0.8500000000000001 1.0 BUY daily_reentry 25226.0 35524.0 31037.0 34644.21806425128
141 2012-11-19 1.0 0.75 SELL gap_floor 24310.0 35524.0 31037.0 34644.21806425128
142 2012-11-20 0.75 0.9 BUY daily_reentry 24454.0 35524.0 31037.0 34644.21806425128
143 2012-11-22 0.9 1.0 BUY daily_reentry 24696.0 35524.0 31037.0 34644.21806425128
144 2012-11-26 1.0 0.75 SELL gap_floor 24889.0 35524.0 31037.0 34644.21806425128
145 2012-11-27 0.75 0.9 BUY daily_reentry 24647.0 35524.0 31037.0 34644.21806425128
146 2012-11-28 0.9 1.0 BUY daily_reentry 24454.0 35524.0 31037.0 34644.21806425128
147 2012-12-03 1.0 0.6 SELL gap_floor 23538.0 35524.0 31037.0 34644.21806425128
148 2012-12-05 0.6 0.75 BUY daily_reentry 23972.0 35524.0 31037.0 34644.21806425128
149 2012-12-06 0.75 0.9 BUY daily_reentry 23972.0 35524.0 31037.0 34644.21806425128
150 2012-12-07 0.9 1.0 BUY daily_reentry 24985.0 35524.0 31037.0 34644.21806425128
151 2012-12-10 1.0 0.75 SELL gap_floor 25081.0 35524.0 31037.0 34644.21806425128
152 2012-12-11 0.75 0.9 BUY daily_reentry 25033.0 35524.0 31037.0 34644.21806425128
153 2012-12-12 0.9 1.0 BUY daily_reentry 25130.0 35524.0 31037.0 34644.21806425128
154 2012-12-17 1.0 0.75 SELL gap_floor 25709.0 35524.0 31037.0 34644.21806425128
155 2012-12-18 0.75 0.9 BUY daily_reentry 25564.0 35524.0 31037.0 34644.21806425128
156 2012-12-20 0.9 1.0 BUY daily_reentry 25371.0 35524.0 31037.0 34644.21806425128
157 2012-12-26 1.0 0.75 SELL gap_floor 24551.0 35524.0 31037.0 34644.21806425128
158 2012-12-27 0.75 0.9 BUY daily_reentry 24840.0 35524.0 31037.0 34644.21806425128
159 2012-12-28 0.9 1.0 BUY daily_reentry 24840.0 35524.0 31037.0 34644.21806425128
160 2013-01-04 1.0 0.75 SELL gap_floor 25419.0 35524.0 31037.0 34644.21806425128
161 2013-01-07 0.75 0.9 BUY daily_reentry 24985.0 35524.0 31037.0 34644.21806425128
162 2013-01-08 0.9 1.0 BUY daily_reentry 25323.0 35524.0 31037.0 34644.21806425128
163 2013-01-11 1.0 0.75 SELL gap_floor 26143.0 35524.0 31037.0 34644.21806425128
164 2013-01-14 0.75 0.9 BUY daily_reentry 25998.0 35524.0 31037.0 34644.21806425128
165 2013-01-16 0.9 1.0 BUY daily_reentry 25274.0 35524.0 31037.0 34644.21806425128
166 2013-01-18 1.0 0.6 SELL gap_floor 24696.0 35524.0 31037.0 34644.21806425128
167 2013-01-21 0.6 0.75 BUY daily_reentry 24840.0 35524.0 31037.0 34644.21806425128
168 2013-01-25 0.75 0.35 SELL gap_floor 23345.0 35524.0 31037.0 34644.21806425128
169 2013-01-28 0.35 0.5 BUY daily_reentry 23538.0 35524.0 31037.0 34644.21806425128
170 2013-01-30 0.5 0.65 BUY daily_reentry 23490.0 35524.0 31037.0 34644.21806425128
171 2013-01-31 0.65 0.8 BUY daily_reentry 23538.0 35524.0 31037.0 34644.21806425128
172 2013-02-01 0.8 0.4 SELL gap_floor 23345.0 35524.0 31037.0 34644.21806425128
173 2013-02-04 0.4 0.55 BUY daily_reentry 23441.0 35524.0 31037.0 34644.21806425128
174 2013-02-06 0.55 0.7000000000000001 BUY daily_reentry 23634.0 35524.0 31037.0 34644.21806425128
175 2013-02-07 0.7000000000000001 0.8500000000000001 BUY daily_reentry 23972.0 35524.0 31037.0 34644.21806425128
176 2013-02-08 0.8500000000000001 0.6000000000000001 SELL gap_floor 23876.0 35524.0 31037.0 34644.21806425128
177 2013-02-12 0.6000000000000001 0.7500000000000001 BUY daily_reentry 24117.0 35524.0 31037.0 34644.21806425128
178 2013-02-13 0.7500000000000001 0.9000000000000001 BUY daily_reentry 24599.0 35524.0 31037.0 34644.21806425128
179 2013-02-14 0.9000000000000001 1.0 BUY daily_reentry 24792.0 35524.0 31037.0 34644.21806425128
180 2013-02-18 1.0 0.75 SELL gap_floor 24985.0 35524.0 31037.0 34644.21806425128
181 2013-02-19 0.75 0.9 BUY daily_reentry 24937.0 35524.0 31037.0 34644.21806425128
182 2013-02-20 0.9 1.0 BUY daily_reentry 25564.0 35524.0 31037.0 34644.21806425128
183 2013-02-25 1.0 0.75 SELL gap_floor 25371.0 35524.0 31037.0 34644.21806425128
184 2013-02-26 0.75 0.9 BUY daily_reentry 25612.0 35524.0 31037.0 34644.21806425128
185 2013-02-28 0.9 1.0 BUY daily_reentry 25564.0 35524.0 31037.0 34644.21806425128
186 2013-03-05 1.0 0.75 SELL gap_floor 26046.0 35524.0 31037.0 34644.21806425128
187 2013-03-06 0.75 0.9 BUY daily_reentry 27011.0 35524.0 31037.0 34644.21806425128
188 2013-03-07 0.9 1.0 BUY daily_reentry 27156.0 35524.0 31037.0 34644.21806425128
189 2013-03-12 1.0 0.75 SELL gap_floor 27107.0 35524.0 31037.0 34644.21806425128
190 2013-03-13 0.75 0.9 BUY daily_reentry 27300.0 35524.0 31037.0 34644.21806425128
191 2013-03-14 0.9 1.0 BUY daily_reentry 27879.0 35524.0 31037.0 34644.21806425128
192 2013-03-19 1.0 0.75 SELL gap_floor 27638.0 35524.0 31037.0 34644.21806425128
193 2013-03-20 0.75 0.9 BUY daily_reentry 27590.0 35524.0 31037.0 34644.21806425128
194 2013-03-22 0.9 1.0 BUY daily_reentry 27300.0 35524.0 31037.0 34644.21806425128
195 2013-03-26 1.0 0.75 SELL gap_floor 28458.0 35524.0 31037.0 34644.21806425128
196 2013-03-27 0.75 0.9 BUY daily_reentry 28410.0 35524.0 31037.0 34644.21806425128
197 2013-03-28 0.9 1.0 BUY daily_reentry 28217.0 35524.0 31037.0 34644.21806425128
198 2013-04-02 1.0 0.6 SELL gap_floor 27397.0 35524.0 31037.0 34644.21806425128
199 2013-04-03 0.6 0.75 BUY daily_reentry 27879.0 35524.0 31037.0 34644.21806425128
200 2013-04-04 0.75 0.9 BUY daily_reentry 28168.0 35524.0 31037.0 34644.21806425128
201 2013-04-05 0.9 1.0 BUY daily_reentry 27541.0 35524.0 31037.0 34644.21806425128
202 2013-04-09 1.0 0.6 SELL gap_floor 26818.0 35524.0 31037.0 34644.21806425128
203 2013-04-10 0.6 0.75 BUY daily_reentry 26963.0 35524.0 31037.0 34644.21806425128
204 2013-04-11 0.75 0.9 BUY daily_reentry 27976.0 35524.0 31037.0 34644.21806425128
205 2013-04-12 0.9 1.0 BUY daily_reentry 27783.0 35524.0 31037.0 34644.21806425128
206 2013-04-16 1.0 0.75 SELL gap_floor 28072.0 35524.0 31037.0 34644.21806425128
207 2013-04-17 0.75 0.9 BUY daily_reentry 27734.0 35524.0 31037.0 34644.21806425128
208 2013-04-19 0.9 1.0 BUY daily_reentry 27783.0 35524.0 31037.0 34644.21806425128
209 2013-04-23 1.0 0.75 SELL gap_floor 27831.0 35524.0 31037.0 34644.21806425128
210 2013-04-24 0.75 0.9 BUY daily_reentry 28072.0 35524.0 31037.0 34644.21806425128
211 2013-04-25 0.9 1.0 BUY daily_reentry 28458.0 35524.0 31037.0 34644.21806425128
212 2013-04-30 1.0 0.75 SELL gap_floor 28844.0 35524.0 31037.0 34644.21806425128
213 2013-05-02 0.75 0.9 BUY daily_reentry 28410.0 35524.0 31037.0 34644.21806425128
214 2013-05-03 0.9 1.0 BUY daily_reentry 28506.0 35524.0 31037.0 34644.21806425128
215 2013-05-08 1.0 0.6 SELL gap_floor 27541.0 35524.0 31037.0 34644.21806425128
216 2013-05-09 0.6 0.75 BUY daily_reentry 28024.0 35524.0 31037.0 34644.21806425128
217 2013-05-10 0.75 0.9 BUY daily_reentry 28072.0 35524.0 31037.0 34644.21806425128
218 2013-05-13 0.9 1.0 BUY daily_reentry 28072.0 35524.0 31037.0 34644.21806425128
219 2013-05-15 1.0 0.75 SELL gap_floor 28699.0 35524.0 31037.0 34644.21806425128
220 2013-05-16 0.75 0.9 BUY daily_reentry 28988.0 35524.0 31037.0 34644.21806425128
221 2013-05-20 0.9 1.0 BUY daily_reentry 29616.0 35524.0 31037.0 34644.21806425128
222 2013-05-23 1.0 0.75 SELL gap_floor 30291.0 35524.0 31037.0 34644.21806425128
223 2013-05-24 0.75 0.9 BUY daily_reentry 30291.0 35524.0 31037.0 34644.21806425128
224 2013-05-27 0.9 1.0 BUY daily_reentry 30291.0 35524.0 31037.0 34644.21806425128
225 2013-05-30 1.0 0.75 SELL gap_floor 30725.0 35524.0 31037.0 34644.21806425128
226 2013-05-31 0.75 0.9 BUY daily_reentry 31063.0 35524.0 31037.0 34644.21806425128
227 2013-06-03 0.9 1.0 BUY daily_reentry 30773.0 35524.0 31037.0 34644.21806425128
228 2013-06-07 1.0 0.6 SELL gap_floor 30001.0 35524.0 31037.0 34644.21806425128
229 2013-06-10 0.6 0.75 BUY daily_reentry 31497.0 35524.0 31037.0 34644.21806425128
230 2013-06-11 0.75 0.9 BUY daily_reentry 31352.0 35524.0 31037.0 34644.21806425128
231 2013-06-12 0.9 1.0 BUY daily_reentry 31207.0 35524.0 31037.0 34644.21806425128
232 2013-06-14 1.0 0.75 SELL gap_floor 30387.0 35524.0 31037.0 34644.21806425128
233 2013-06-18 0.75 0.9 BUY daily_reentry 30628.0 35524.0 31037.0 34644.21806425128
234 2013-06-19 0.9 1.0 BUY daily_reentry 30773.0 35524.0 31037.0 34644.21806425128
235 2013-06-21 1.0 0.75 SELL gap_floor 29712.0 35524.0 31037.0 34644.21806425128
236 2013-06-26 0.75 0.9 BUY daily_reentry 29181.0 35524.0 31037.0 34644.21806425128
237 2013-06-27 0.9 1.0 BUY daily_reentry 29567.0 35524.0 31037.0 34644.21806425128
238 2013-06-28 1.0 0.75 SELL gap_floor 30098.0 35524.0 31037.0 34644.21806425128
239 2013-07-01 0.75 0.9 BUY daily_reentry 30435.0 35524.0 31037.0 34644.21806425128
240 2013-07-05 0.9 0.5 SELL gap_floor 27397.0 35524.0 31037.0 34644.21806425128
241 2013-07-09 0.5 0.65 BUY daily_reentry 27348.0 35524.0 31037.0 34644.21806425128
242 2013-07-11 0.65 0.8 BUY daily_reentry 27397.0 35524.0 31037.0 34644.21806425128
243 2013-07-12 0.8 0.55 SELL gap_floor 27493.0 35524.0 31037.0 34644.21806425128
244 2013-07-15 0.55 0.7000000000000001 BUY daily_reentry 27445.0 35524.0 31037.0 34644.21806425128
245 2013-07-16 0.7000000000000001 0.8500000000000001 BUY daily_reentry 27445.0 35524.0 31037.0 34644.21806425128
246 2013-07-17 0.8500000000000001 1.0 BUY daily_reentry 27590.0 35524.0 31037.0 34644.21806425128
247 2013-07-19 1.0 0.6 SELL gap_floor 27397.0 35524.0 31037.0 34644.21806425128
248 2013-07-23 0.6 0.75 BUY daily_reentry 27204.0 35524.0 31037.0 34644.21806425128
249 2013-07-24 0.75 0.9 BUY daily_reentry 27541.0 35524.0 31037.0 34644.21806425128
250 2013-07-25 0.9 1.0 BUY daily_reentry 27590.0 35524.0 31037.0 34644.21806425128
251 2013-07-26 1.0 0.75 SELL gap_floor 27156.0 35524.0 31037.0 34644.21806425128
252 2013-08-02 0.75 0.35 SELL gap_floor 26480.0 35524.0 31037.0 34644.21806425128
253 2013-08-06 0.35 0.5 BUY daily_reentry 26577.0 35524.0 31037.0 34644.21806425128
254 2013-08-09 0.5 0.35 SELL gap_floor 25709.0 35524.0 31037.0 34644.21806425128
255 2013-08-13 0.35 0.5 BUY daily_reentry 27300.0 35524.0 31037.0 34644.21806425128
256 2013-08-14 0.5 0.65 BUY daily_reentry 28120.0 35524.0 31037.0 34644.21806425128
257 2013-08-16 0.65 0.8 BUY daily_reentry 27686.0 35524.0 31037.0 34644.21806425128
258 2013-08-19 0.8 0.55 SELL gap_floor 27541.0 35524.0 31037.0 34644.21806425128
259 2013-08-20 0.55 0.7000000000000001 BUY daily_reentry 27493.0 35524.0 31037.0 34644.21806425128
260 2013-08-23 0.7000000000000001 0.8500000000000001 BUY daily_reentry 27493.0 35524.0 31037.0 34644.21806425128
261 2013-08-26 0.8500000000000001 0.6000000000000001 SELL gap_floor 27348.0 35524.0 31037.0 34644.21806425128
262 2013-08-30 0.6000000000000001 0.7500000000000001 BUY daily_reentry 27252.0 35524.0 31037.0 34644.21806425128
263 2013-09-02 0.7500000000000001 0.5000000000000001 SELL gap_floor 27300.0 35524.0 31037.0 34644.21806425128
264 2013-09-03 0.5000000000000001 0.6500000000000001 BUY daily_reentry 27445.0 35524.0 31037.0 34644.21806425128
265 2013-09-04 0.6500000000000001 0.8000000000000002 BUY daily_reentry 27638.0 35524.0 31037.0 34644.21806425128
266 2013-09-05 0.8000000000000002 0.9500000000000002 BUY daily_reentry 27156.0 35524.0 31037.0 34644.21806425128
267 2013-09-09 0.9500000000000002 0.7000000000000002 SELL gap_floor 27445.0 35524.0 31037.0 34644.21806425128
268 2013-09-10 0.7000000000000002 0.8500000000000002 BUY daily_reentry 27927.0 35524.0 31037.0 34644.21806425128
269 2013-09-11 0.8500000000000002 1.0 BUY daily_reentry 27879.0 35524.0 31037.0 34644.21806425128
270 2013-09-16 1.0 0.75 SELL gap_floor 28747.0 35524.0 31037.0 34644.21806425128
271 2013-09-17 0.75 0.9 BUY daily_reentry 29230.0 35524.0 31037.0 34644.21806425128
272 2013-09-23 0.9 1.0 BUY daily_reentry 29471.0 35524.0 31037.0 34644.21806425128
273 2013-09-26 1.0 0.75 SELL gap_floor 29278.0 35524.0 31037.0 34644.21806425128
274 2013-09-27 0.75 0.9 BUY daily_reentry 29278.0 35524.0 31037.0 34644.21806425128
275 2013-09-30 0.9 1.0 BUY daily_reentry 29181.0 35524.0 31037.0 34644.21806425128
276 2013-10-04 1.0 0.75 SELL gap_floor 31304.0 35524.0 31037.0 34644.21806425128
277 2013-10-07 0.75 0.9 BUY daily_reentry 31738.0 35524.0 31037.0 34644.21806425128
278 2013-10-08 0.9 1.0 BUY daily_reentry 31593.0 35524.0 31037.0 34644.21806425128
279 2013-10-14 1.0 0.75 SELL gap_floor 31931.0 35524.0 31037.0 34644.21806425128
280 2013-10-15 0.75 0.9 BUY daily_reentry 32268.0 35524.0 31037.0 34644.21806425128
281 2013-10-16 0.9 1.0 BUY daily_reentry 32220.0 35524.0 31037.0 34644.21806425128
282 2013-10-21 1.0 0.75 SELL gap_floor 32895.0 35524.0 31037.0 34644.21806425128
283 2013-10-24 0.75 0.9 BUY daily_reentry 31931.0 35524.0 31037.0 34644.21806425128
284 2013-10-25 0.9 1.0 BUY daily_reentry 31448.0 35524.0 31037.0 34644.21806425128
285 2013-10-28 1.0 0.75 SELL gap_floor 31931.0 35524.0 31037.0 34644.21806425128
286 2013-10-30 0.75 0.9 BUY daily_reentry 31690.0 35524.0 31037.0 34644.21806425128
287 2013-11-01 0.9 1.0 BUY daily_reentry 32075.0 35524.0 31037.0 34644.21806425128
288 2013-11-04 1.0 0.75 SELL gap_floor 31883.0 35524.0 31037.0 34644.21806425128
289 2013-11-05 0.75 0.9 BUY daily_reentry 31400.0 35524.0 31037.0 34644.21806425128
290 2013-11-06 0.9 1.0 BUY daily_reentry 31352.0 35524.0 31037.0 34644.21806425128
291 2013-11-11 1.0 0.6 SELL gap_floor 30387.0 35524.0 31037.0 34644.21806425128
292 2013-11-12 0.6 0.75 BUY daily_reentry 30821.0 35524.0 31037.0 34644.21806425128
293 2013-11-13 0.75 0.9 BUY daily_reentry 30435.0 35524.0 31037.0 34644.21806425128
294 2013-11-14 0.9 1.0 BUY daily_reentry 31159.0 35524.0 31037.0 34644.21806425128
295 2013-11-18 1.0 0.75 SELL gap_floor 32558.0 35524.0 31037.0 34644.21806425128
296 2013-11-19 0.75 0.9 BUY daily_reentry 32268.0 35524.0 31037.0 34644.21806425128
297 2013-11-20 0.9 1.0 BUY daily_reentry 31352.0 35524.0 31037.0 34644.21806425128
298 2013-11-25 1.0 0.75 SELL gap_floor 32075.0 35524.0 31037.0 34644.21806425128
299 2013-11-26 0.75 0.9 BUY daily_reentry 32413.0 35524.0 31037.0 34644.21806425128
300 2013-11-27 0.9 1.0 BUY daily_reentry 33378.0 35524.0 31037.0 34644.21806425128
301 2013-12-02 1.0 0.9500000000000001 SELL two_close_floor 34439.0 35524.0 31037.0 34644.21806425128
302 2013-12-03 0.9500000000000001 1.0 BUY daily_reentry 33474.0 35524.0 31037.0 34644.21806425128
303 2013-12-19 1.0 0.8 SELL two_close_floor 33667.0 35838.0 31037.0 34644.21806425128
304 2013-12-20 0.8 0.9500000000000001 BUY daily_reentry 34053.0 35838.0 31037.0 34644.21806425128
305 2013-12-23 0.9500000000000001 1.0 BUY daily_reentry 35693.0 35838.0 31037.0 34644.21806425128
306 2014-01-24 1.0 0.9500000000000001 SELL two_close_floor 34632.0 37622.0 31037.0 34644.21806425128
307 2014-01-28 0.9500000000000001 1.0 BUY daily_reentry 35500.0 37622.0 31037.0 34644.21806425128
308 2014-03-18 1.0 0.8 SELL two_close_floor 35066.0 38491.0 31037.0 35826.25146947406
309 2014-03-19 0.8 0.9500000000000001 BUY daily_reentry 35693.0 38491.0 31037.0 35826.25146947406
310 2014-03-20 0.9500000000000001 1.0 BUY daily_reentry 35645.0 38491.0 31037.0 35826.25146947406
311 2014-03-31 1.0 0.8 SELL two_close_floor 34728.0 38491.0 31037.0 35826.25146947406
312 2014-04-01 0.8 0.9500000000000001 BUY daily_reentry 35693.0 38491.0 31037.0 35826.25146947406
313 2014-04-02 0.9500000000000001 1.0 BUY daily_reentry 35741.0 38491.0 31037.0 35826.25146947406
314 2014-04-08 1.0 0.9500000000000001 SELL two_close_floor 35452.0 38491.0 31037.0 35826.25146947406
315 2014-04-09 0.9500000000000001 1.0 BUY daily_reentry 36320.0 38491.0 31037.0 35826.25146947406
316 2014-07-29 1.0 0.6 SELL gap_floor 42832.0 50067.0 31037.0 46083.44033462061
317 2014-07-30 0.6 0.75 BUY daily_reentry 45099.0 50067.0 31037.0 46083.44033462061
318 2014-07-31 0.75 0.9 BUY daily_reentry 43845.0 50067.0 31037.0 46083.44033462061
319 2014-08-01 0.9 1.0 BUY daily_reentry 44665.0 50067.0 31037.0 46083.44033462061
320 2014-08-06 1.0 0.8 SELL two_close_floor 43796.0 50067.0 31037.0 46083.44033462061
321 2014-08-11 0.8 0.9500000000000001 BUY daily_reentry 43411.0 50067.0 31037.0 46083.44033462061
322 2014-08-13 0.9500000000000001 0.7000000000000001 SELL gap_floor 42349.0 50067.0 31037.0 46083.44033462061
323 2014-08-14 0.7000000000000001 0.8500000000000001 BUY daily_reentry 42012.0 50067.0 31037.0 46083.44033462061
324 2014-08-18 0.8500000000000001 1.0 BUY daily_reentry 42301.0 50067.0 31037.0 46083.44033462061
325 2014-08-21 1.0 0.9500000000000001 SELL two_close_floor 44231.0 50067.0 31037.0 46083.44033462061
326 2014-08-22 0.9500000000000001 1.0 BUY daily_reentry 44327.0 50067.0 31037.0 46083.44033462061
327 2014-08-28 1.0 0.9500000000000001 SELL two_close_floor 43989.0 50067.0 31037.0 46083.44033462061
328 2014-08-29 0.9500000000000001 1.0 BUY daily_reentry 43796.0 50067.0 31037.0 46083.44033462061
329 2014-09-04 1.0 0.75 SELL gap_floor 40565.0 50067.0 31037.0 46967.09459617709
330 2014-09-05 0.75 0.9 BUY daily_reentry 41674.0 50067.0 31037.0 46967.09459617709
331 2014-09-11 0.9 1.0 BUY daily_reentry 42301.0 50067.0 31037.0 46967.09459617709
332 2014-09-16 1.0 0.75 SELL gap_floor 41964.0 50067.0 31037.0 46967.09459617709
333 2014-09-17 0.75 0.9 BUY daily_reentry 42542.0 50067.0 31037.0 46967.09459617709
334 2014-09-18 0.9 1.0 BUY daily_reentry 41385.0 50067.0 31037.0 46967.09459617709
335 2014-09-23 1.0 0.6 SELL gap_floor 40999.0 50067.0 31037.0 46967.09459617709
336 2014-09-24 0.6 0.75 BUY daily_reentry 42639.0 50067.0 31037.0 46967.09459617709
337 2014-09-25 0.75 0.9 BUY daily_reentry 43025.0 50067.0 31037.0 46967.09459617709
338 2014-09-26 0.9 1.0 BUY daily_reentry 43989.0 50067.0 31037.0 46967.09459617709
339 2014-09-30 1.0 0.9500000000000001 SELL two_close_floor 45099.0 50067.0 31037.0 46967.09459617709
340 2014-10-01 0.9500000000000001 1.0 BUY daily_reentry 44761.0 50067.0 31037.0 46967.09459617709
341 2014-10-08 1.0 0.6 SELL gap_floor 42591.0 50067.0 31037.0 46967.09459617709
342 2014-10-14 0.6 0.75 BUY daily_reentry 41771.0 50067.0 31037.0 46967.09459617709
343 2014-10-15 0.75 0.9 BUY daily_reentry 41867.0 50067.0 31037.0 46967.09459617709
344 2014-10-16 0.9 0.65 SELL gap_floor 43507.0 50067.0 31037.0 46967.09459617709
345 2014-10-17 0.65 0.8 BUY daily_reentry 42542.0 50067.0 31037.0 46967.09459617709
346 2014-10-20 0.8 0.9500000000000001 BUY daily_reentry 43314.0 50067.0 31037.0 46967.09459617709
347 2014-10-21 0.9500000000000001 1.0 BUY daily_reentry 43652.0 50067.0 31037.0 46967.09459617709
348 2014-10-23 1.0 0.75 SELL gap_floor 43893.0 50067.0 31037.0 46967.09459617709
349 2014-10-24 0.75 0.9 BUY daily_reentry 43700.0 50067.0 31037.0 46967.09459617709
350 2014-10-28 0.9 1.0 BUY daily_reentry 44375.0 50067.0 31037.0 46967.09459617709
351 2014-10-30 1.0 0.9500000000000001 SELL two_close_floor 45533.0 50067.0 31037.0 46967.09459617709
352 2014-10-31 0.9500000000000001 1.0 BUY daily_reentry 45774.0 50067.0 31037.0 46967.09459617709
353 2014-11-06 1.0 0.9500000000000001 SELL two_close_floor 46256.0 50067.0 31037.0 46967.09459617709
354 2014-11-07 0.9500000000000001 1.0 BUY daily_reentry 45726.0 50067.0 31037.0 46967.09459617709
355 2014-11-13 1.0 0.9500000000000001 SELL two_close_floor 46401.0 50067.0 31037.0 46967.09459617709
356 2014-11-14 0.9500000000000001 1.0 BUY daily_reentry 47462.0 50067.0 31037.0 46967.09459617709
357 2014-11-20 1.0 0.9500000000000001 SELL two_close_floor 45581.0 50067.0 31037.0 46967.09459617709
358 2014-11-21 0.9500000000000001 1.0 BUY daily_reentry 44809.0 50067.0 31037.0 46967.09459617709
359 2014-11-27 1.0 0.9500000000000001 SELL two_close_floor 46160.0 50067.0 31037.0 46967.09459617709
360 2014-11-28 0.9500000000000001 1.0 BUY daily_reentry 46353.0 50067.0 31037.0 46967.09459617709
361 2014-12-08 1.0 0.9500000000000001 SELL two_close_floor 46932.0 50067.0 31037.0 46967.09459617709
362 2014-12-09 0.9500000000000001 1.0 BUY daily_reentry 47703.0 50067.0 31037.0 46967.09459617709
363 2014-12-15 1.0 0.9500000000000001 SELL two_close_floor 45967.0 50067.0 31037.0 46967.09459617709
364 2014-12-17 0.9500000000000001 1.0 BUY daily_reentry 45051.0 50067.0 31037.0 47001.93889870102
365 2014-12-22 1.0 0.9500000000000001 SELL two_close_floor 46546.0 50067.0 31037.0 47001.93889870102
366 2014-12-23 0.9500000000000001 1.0 BUY daily_reentry 45774.0 50067.0 31037.0 47001.93889870102
367 2014-12-30 1.0 0.9500000000000001 SELL two_close_floor 46359.0 50067.0 31037.0 47001.93889870102
368 2015-01-02 0.9500000000000001 1.0 BUY daily_reentry 46359.0 50067.0 31037.0 47001.93889870102
369 2015-01-19 1.0 0.8 SELL two_close_floor 45631.0 50067.0 31037.0 47001.93889870102
370 2015-01-20 0.8 0.9500000000000001 BUY daily_reentry 45680.0 50067.0 31037.0 47001.93889870102
371 2015-01-21 0.9500000000000001 1.0 BUY daily_reentry 46651.0 50067.0 31037.0 47001.93889870102
372 2015-01-26 1.0 0.9500000000000001 SELL two_close_floor 46845.0 50067.0 31037.0 47001.93889870102
373 2015-01-27 0.9500000000000001 1.0 BUY daily_reentry 47719.0 50067.0 31037.0 47001.93889870102
374 2015-02-02 1.0 0.8 SELL two_close_floor 45243.0 50067.0 31037.0 47001.93889870102
375 2015-02-03 0.8 0.9500000000000001 BUY daily_reentry 45340.0 50067.0 31037.0 47001.93889870102
376 2015-02-04 0.9500000000000001 1.0 BUY daily_reentry 45923.0 50067.0 31037.0 47001.93889870102
377 2015-02-09 1.0 0.6 SELL gap_floor 43884.0 50067.0 31037.0 47001.93889870102
378 2015-02-11 0.6 0.75 BUY daily_reentry 45486.0 50067.0 31037.0 47001.93889870102
379 2015-02-12 0.75 0.9 BUY daily_reentry 45291.0 50067.0 31037.0 47001.93889870102
380 2015-02-13 0.9 1.0 BUY daily_reentry 45680.0 50067.0 31037.0 47001.93889870102
381 2015-02-16 1.0 0.9500000000000001 SELL two_close_floor 46117.0 50067.0 31037.0 47001.93889870102
382 2015-02-17 0.9500000000000001 1.0 BUY daily_reentry 45097.0 50067.0 31037.0 47001.93889870102
383 2015-02-26 1.0 0.9500000000000001 SELL two_close_floor 45728.0 50067.0 31037.0 47001.93889870102
384 2015-02-27 0.9500000000000001 1.0 BUY daily_reentry 45243.0 50067.0 31037.0 47001.93889870102
385 2015-03-05 1.0 0.6 SELL gap_floor 44175.0 50067.0 31037.0 47043.350356570714
386 2015-03-12 0.6 0.35 SELL gap_floor 41990.0 50067.0 31037.0 47294.68031423895
387 2015-03-20 0.35 0.5 BUY daily_reentry 45486.0 50067.0 31037.0 47294.68031423895
388 2015-03-23 0.5 0.65 BUY daily_reentry 46748.0 50067.0 31037.0 47294.68031423895
389 2015-03-24 0.65 0.8 BUY daily_reentry 46602.0 50067.0 31037.0 47294.68031423895
390 2015-03-25 0.8 0.9500000000000001 BUY daily_reentry 46893.0 50067.0 31037.0 47294.68031423895
391 2015-03-26 0.9500000000000001 0.7000000000000001 SELL gap_floor 45631.0 50067.0 31037.0 47294.68031423895
392 2015-04-02 0.7000000000000001 0.35 SELL gap_floor 43495.0 50067.0 31037.0 47294.68031423895
393 2015-04-24 0.35 0.5 BUY daily_reentry 45825.0 50067.0 31037.0 47325.91176625722
394 2015-04-28 0.5 0.65 BUY daily_reentry 45583.0 50067.0 31037.0 47325.91176625722
395 2015-04-29 0.65 0.8 BUY daily_reentry 45534.0 50067.0 31037.0 47325.91176625722
396 2015-04-30 0.8 0.4 SELL gap_floor 44806.0 50067.0 31037.0 47325.91176625722
397 2015-05-04 0.4 0.55 BUY daily_reentry 45437.0 50067.0 31037.0 47325.91176625722
398 2015-05-11 0.55 0.5 SELL gap_floor 44952.0 50067.0 31037.0 47325.91176625722
399 2015-05-18 0.5 0.35 SELL gap_floor 44126.0 50067.0 31037.0 47325.91176625722
400 2015-05-19 0.35 0.5 BUY daily_reentry 44757.0 50067.0 31037.0 47325.91176625722
401 2015-05-20 0.5 0.65 BUY daily_reentry 45486.0 50067.0 31037.0 47325.91176625722
402 2015-05-21 0.65 0.8 BUY daily_reentry 45000.0 50067.0 31037.0 47325.91176625722
403 2015-05-22 0.8 0.9500000000000001 BUY daily_reentry 46456.0 50067.0 31037.0 47325.91176625722
404 2015-05-26 0.9500000000000001 0.9 SELL two_close_floor 46602.0 50067.0 31037.0 47325.91176625722
405 2015-05-27 0.9 1.0 BUY daily_reentry 47039.0 50067.0 31037.0 47325.91176625722
406 2015-06-09 1.0 0.8 SELL two_close_floor 46602.0 50067.0 31037.0 47325.91176625722
407 2015-06-16 0.8 0.4 SELL gap_floor 42913.0 50067.0 31037.0 47325.91176625722
408 2015-06-23 0.4 0.35 SELL gap_floor 42864.0 50067.0 31037.0 47325.91176625722
409 2016-06-22 0.35 0.5 BUY daily_reentry 30543.0 50067.0 31037.0 49081.65019826103
410 2016-06-23 0.5 0.65 BUY daily_reentry 31332.0 50067.0 31037.0 49081.65019826103
411 2016-06-24 0.65 0.8 BUY daily_reentry 31382.0 50067.0 31037.0 49081.65019826103
412 2016-06-27 0.8 0.55 SELL gap_floor 31628.0 50067.0 31037.0 49081.65019826103
413 2016-06-28 0.55 0.7000000000000001 BUY daily_reentry 30740.0 50067.0 31037.0 49081.65019826103
414 2016-06-29 0.7000000000000001 0.8500000000000001 BUY daily_reentry 31382.0 50067.0 31037.0 49081.65019826103
415 2016-06-30 0.8500000000000001 1.0 BUY daily_reentry 31974.0 50067.0 31037.0 49081.65019826103
416 2016-07-04 1.0 0.75 SELL gap_floor 32319.0 50067.0 31037.0 49081.65019826103
417 2016-07-05 0.75 0.9 BUY daily_reentry 31431.0 50067.0 31037.0 49081.65019826103
418 2016-07-07 0.9 1.0 BUY daily_reentry 30247.0 50067.0 31037.0 49081.65019826103
419 2016-07-11 1.0 0.75 SELL gap_floor 31579.0 50067.0 31037.0 49081.65019826103
420 2016-07-12 0.75 0.9 BUY daily_reentry 31579.0 50067.0 31037.0 49081.65019826103
421 2016-07-13 0.9 1.0 BUY daily_reentry 32220.0 50067.0 31037.0 49081.65019826103
422 2016-07-18 1.0 0.75 SELL gap_floor 32319.0 50067.0 31037.0 49081.65019826103
423 2016-07-19 0.75 0.9 BUY daily_reentry 32023.0 50067.0 31037.0 49081.65019826103
424 2016-07-21 0.9 1.0 BUY daily_reentry 31727.0 50067.0 31037.0 49081.65019826103
425 2016-07-25 1.0 0.75 SELL gap_floor 32072.0 50067.0 31037.0 49081.65019826103
426 2016-07-26 0.75 0.9 BUY daily_reentry 31628.0 50067.0 31037.0 49081.65019826103
427 2016-07-27 0.9 1.0 BUY daily_reentry 33010.0 50067.0 31037.0 49081.65019826103
428 2016-08-01 1.0 0.75 SELL gap_floor 34391.0 50067.0 31037.0 49081.65019826103
429 2016-08-02 0.75 0.9 BUY daily_reentry 33306.0 50067.0 31037.0 49081.65019826103
430 2016-08-03 0.9 1.0 BUY daily_reentry 33109.0 50067.0 31037.0 49081.65019826103
431 2016-08-08 1.0 0.75 SELL gap_floor 34490.0 50067.0 31037.0 49081.65019826103
432 2016-08-09 0.75 0.9 BUY daily_reentry 34589.0 50067.0 31037.0 49081.65019826103
433 2016-08-10 0.9 1.0 BUY daily_reentry 33355.0 50067.0 31037.0 49081.65019826103
434 2016-08-16 1.0 0.6 SELL gap_floor 33257.0 50067.0 31037.0 49081.65019826103
435 2016-08-18 0.6 0.75 BUY daily_reentry 33701.0 50067.0 31037.0 49081.65019826103
436 2016-08-19 0.75 0.9 BUY daily_reentry 34934.0 50067.0 31037.0 49081.65019826103
437 2016-08-22 0.9 1.0 BUY daily_reentry 35526.0 50067.0 31037.0 49081.65019826103
438 2016-08-23 1.0 0.75 SELL gap_floor 35132.0 50067.0 31037.0 49081.65019826103
439 2016-08-24 0.75 0.9 BUY daily_reentry 35280.0 50067.0 31037.0 49081.65019826103
440 2016-08-25 0.9 1.0 BUY daily_reentry 35230.0 50067.0 31037.0 49081.65019826103
441 2016-08-30 1.0 0.75 SELL gap_floor 35822.0 50067.0 31037.0 49081.65019826103
442 2016-08-31 0.75 0.9 BUY daily_reentry 35970.0 50067.0 31037.0 49081.65019826103
443 2016-09-01 0.9 1.0 BUY daily_reentry 35625.0 50067.0 31037.0 49081.65019826103
444 2016-09-06 1.0 0.75 SELL gap_floor 37500.0 50067.0 31037.0 49081.65019826103
445 2016-09-07 0.75 0.9 BUY daily_reentry 37401.0 50067.0 31037.0 49081.65019826103
446 2016-09-08 0.9 1.0 BUY daily_reentry 38191.0 50067.0 31037.0 49081.65019826103
447 2016-09-13 1.0 0.75 SELL gap_floor 37303.0 50067.0 31037.0 49081.65019826103
448 2016-09-19 0.75 0.9 BUY daily_reentry 38684.0 50067.0 31037.0 49081.65019826103
449 2016-09-20 0.9 1.0 BUY daily_reentry 38734.0 50067.0 31037.0 49081.65019826103
450 2016-09-23 1.0 0.75 SELL gap_floor 38832.0 50067.0 31037.0 49081.65019826103
451 2016-09-26 0.75 0.9 BUY daily_reentry 38980.0 50067.0 31037.0 49081.65019826103
452 2016-09-27 0.9 1.0 BUY daily_reentry 40609.0 50067.0 31037.0 49081.65019826103
453 2016-09-30 1.0 0.75 SELL gap_floor 39671.0 50067.0 31037.0 49081.65019826103
454 2016-10-04 0.75 0.9 BUY daily_reentry 41250.0 50067.0 31037.0 49081.65019826103
455 2016-10-05 0.9 1.0 BUY daily_reentry 42040.0 50067.0 31037.0 49081.65019826103
456 2016-10-10 1.0 0.75 SELL gap_floor 40757.0 50067.0 31037.0 49081.65019826103
457 2016-10-14 0.75 0.9 BUY daily_reentry 41003.0 50067.0 31037.0 49081.65019826103
458 2016-10-17 0.9 0.65 SELL gap_floor 41744.0 50067.0 31037.0 49081.65019826103
459 2016-10-18 0.65 0.8 BUY daily_reentry 41102.0 50067.0 31037.0 49081.65019826103
460 2016-10-21 0.8 0.9500000000000001 BUY daily_reentry 40411.0 50067.0 31037.0 49081.65019826103
461 2016-10-24 0.9500000000000001 0.7000000000000001 SELL gap_floor 39622.0 50067.0 31037.0 49081.65019826103
462 2016-10-25 0.7000000000000001 0.8500000000000001 BUY daily_reentry 40510.0 50067.0 31037.0 49081.65019826103
463 2016-10-26 0.8500000000000001 1.0 BUY daily_reentry 42336.0 50067.0 31037.0 49081.65019826103
464 2016-10-31 1.0 0.75 SELL gap_floor 40461.0 50067.0 31037.0 49081.65019826103
465 2016-11-01 0.75 0.9 BUY daily_reentry 41447.0 50067.0 31037.0 49081.65019826103
466 2016-11-03 0.9 1.0 BUY daily_reentry 40609.0 50067.0 31037.0 49081.65019826103
467 2016-11-07 1.0 0.75 SELL gap_floor 40954.0 50067.0 31037.0 49081.65019826103
468 2016-11-08 0.75 0.9 BUY daily_reentry 40954.0 50067.0 31037.0 49081.65019826103
469 2016-11-10 0.9 1.0 BUY daily_reentry 40461.0 50067.0 31037.0 49081.65019826103
470 2016-11-14 1.0 0.75 SELL gap_floor 39178.0 50067.0 31037.0 49081.65019826103
471 2016-11-15 0.75 0.9 BUY daily_reentry 39178.0 50067.0 31037.0 49081.65019826103
472 2016-11-16 0.9 1.0 BUY daily_reentry 40313.0 50067.0 31037.0 49081.65019826103
473 2016-11-21 1.0 0.75 SELL gap_floor 40214.0 50067.0 31037.0 49081.65019826103
474 2016-11-22 0.75 0.9 BUY daily_reentry 42138.0 50067.0 31037.0 49081.65019826103
475 2016-11-23 0.9 1.0 BUY daily_reentry 42484.0 50067.0 31037.0 49081.65019826103
476 2016-11-28 1.0 0.75 SELL gap_floor 42040.0 50067.0 31037.0 49081.65019826103
477 2016-11-30 0.75 0.9 BUY daily_reentry 42336.0 50067.0 31037.0 49081.65019826103
478 2016-12-01 0.9 1.0 BUY daily_reentry 43619.0 50067.0 31037.0 49081.65019826103
479 2016-12-05 1.0 0.75 SELL gap_floor 43816.0 50067.0 31037.0 49081.65019826103
480 2016-12-06 0.75 0.9 BUY daily_reentry 44605.0 50067.0 31037.0 49081.65019826103
481 2016-12-07 0.9 1.0 BUY daily_reentry 44655.0 50067.0 31037.0 49081.65019826103
482 2016-12-12 1.0 0.75 SELL gap_floor 44704.0 50067.0 31037.0 49081.65019826103
483 2016-12-14 0.75 0.9 BUY daily_reentry 45247.0 50067.0 31037.0 49081.65019826103
484 2016-12-15 0.9 1.0 BUY daily_reentry 45000.0 50067.0 31037.0 49081.65019826103
485 2016-12-19 1.0 0.75 SELL gap_floor 44556.0 50067.0 31037.0 49081.65019826103
486 2016-12-20 0.75 0.9 BUY daily_reentry 44556.0 50067.0 31037.0 49081.65019826103
487 2016-12-22 0.9 1.0 BUY daily_reentry 44901.0 50067.0 31037.0 49081.65019826103
488 2016-12-26 1.0 0.75 SELL gap_floor 45050.0 50067.0 31037.0 49081.65019826103
489 2016-12-27 0.75 0.9 BUY daily_reentry 45050.0 50067.0 31037.0 49081.65019826103
490 2016-12-28 0.9 1.0 BUY daily_reentry 45350.0 50067.0 31037.0 49081.65019826103
491 2017-01-03 1.0 0.75 SELL gap_floor 47250.0 50067.0 31037.0 49081.65019826103
492 2017-01-04 0.75 0.9 BUY daily_reentry 46500.0 50067.0 31037.0 49081.65019826103
493 2017-01-05 0.9 1.0 BUY daily_reentry 46950.0 50067.0 31037.0 49081.65019826103
494 2017-02-15 1.0 0.8 SELL two_close_floor 47900.0 54600.0 31037.0 49987.7194119523
495 2017-02-16 0.8 0.9500000000000001 BUY daily_reentry 49600.0 54600.0 31037.0 49987.7194119523
496 2017-02-17 0.9500000000000001 1.0 BUY daily_reentry 50400.0 54600.0 31037.0 49987.7194119523
497 2017-02-27 1.0 0.6 SELL gap_floor 46000.0 54600.0 31037.0 49987.7194119523
498 2017-02-28 0.6 0.75 BUY daily_reentry 46700.0 54600.0 31037.0 49987.7194119523
499 2017-03-02 0.75 0.9 BUY daily_reentry 47700.0 54600.0 31037.0 49987.7194119523
500 2017-03-03 0.9 1.0 BUY daily_reentry 47100.0 54600.0 31037.0 49987.7194119523
501 2017-03-07 1.0 0.9500000000000001 SELL two_close_floor 48800.0 54600.0 31037.0 49987.7194119523
502 2017-03-08 0.9500000000000001 1.0 BUY daily_reentry 48000.0 54600.0 31037.0 49987.7194119523
503 2017-03-16 1.0 0.9500000000000001 SELL two_close_floor 49150.0 54600.0 31037.0 49987.7194119523
504 2017-03-20 0.9500000000000001 1.0 BUY daily_reentry 47600.0 54600.0 31037.0 50077.19105192543
505 2017-03-23 1.0 0.9500000000000001 SELL two_close_floor 48450.0 54600.0 31037.0 50077.19105192543
506 2017-03-24 0.9500000000000001 1.0 BUY daily_reentry 49500.0 54600.0 31037.0 50077.19105192543
507 2017-04-07 1.0 0.9500000000000001 SELL two_close_floor 49800.0 54600.0 31037.0 50077.19105192543
508 2017-04-12 0.9500000000000001 1.0 BUY daily_reentry 49000.0 54600.0 31037.0 50581.910260009674
509 2017-04-14 1.0 0.9500000000000001 SELL two_close_floor 49800.0 54600.0 31037.0 50581.910260009674
510 2017-04-17 0.9500000000000001 1.0 BUY daily_reentry 49200.0 54600.0 31037.0 50652.48680657027
511 2017-07-31 1.0 0.9500000000000001 SELL two_close_floor 66000.0 73000.0 31037.0 66790.11861019942
512 2017-08-01 0.9500000000000001 1.0 BUY daily_reentry 65500.0 73000.0 31037.0 66790.11861019942
513 2017-08-07 1.0 0.9500000000000001 SELL two_close_floor 64100.0 73000.0 31037.0 66790.11861019942
514 2017-08-08 0.9500000000000001 1.0 BUY daily_reentry 66300.0 73000.0 31037.0 66790.11861019942
515 2017-08-14 1.0 0.9500000000000001 SELL two_close_floor 65100.0 73000.0 31037.0 67155.8978567956
516 2017-08-16 0.9500000000000001 1.0 BUY daily_reentry 66100.0 73000.0 31037.0 67155.8978567956
517 2017-10-19 1.0 0.8 SELL two_close_floor 79000.0 89100.0 31037.0 81060.6599762629
518 2017-10-20 0.8 0.9500000000000001 BUY daily_reentry 81200.0 89100.0 31037.0 81060.6599762629
519 2017-10-23 0.9500000000000001 1.0 BUY daily_reentry 84700.0 89100.0 31037.0 81060.6599762629
520 2017-10-27 1.0 0.8 SELL two_close_floor 78400.0 89100.0 31037.0 81060.6599762629
521 2017-10-30 0.8 0.9500000000000001 BUY daily_reentry 79800.0 89100.0 31037.0 81060.6599762629
522 2017-10-31 0.9500000000000001 1.0 BUY daily_reentry 82200.0 89100.0 31037.0 81060.6599762629
523 2017-11-30 1.0 0.6 SELL gap_floor 76800.0 89100.0 31037.0 82729.8796984334
524 2017-12-01 0.6 0.75 BUY daily_reentry 77400.0 89100.0 31037.0 82729.8796984334
525 2017-12-04 0.75 0.9 BUY daily_reentry 79100.0 89100.0 31037.0 82729.8796984334
526 2017-12-05 0.9 1.0 BUY daily_reentry 77900.0 89100.0 31037.0 82729.8796984334
527 2017-12-07 1.0 0.6 SELL gap_floor 76000.0 89100.0 31037.0 82729.8796984334
528 2017-12-08 0.6 0.75 BUY daily_reentry 78700.0 89100.0 31037.0 82729.8796984334
529 2017-12-11 0.75 0.9 BUY daily_reentry 78700.0 89100.0 31037.0 82729.8796984334
530 2017-12-12 0.9 1.0 BUY daily_reentry 77800.0 89100.0 31037.0 82729.8796984334
531 2017-12-14 1.0 0.6 SELL gap_floor 76000.0 89100.0 31037.0 82729.8796984334
532 2017-12-18 0.6 0.75 BUY daily_reentry 77200.0 89100.0 31037.0 82755.99590579151
533 2017-12-19 0.75 0.9 BUY daily_reentry 80200.0 89100.0 31037.0 82755.99590579151
534 2017-12-21 0.9 1.0 BUY daily_reentry 77000.0 89100.0 31037.0 82755.99590579151
535 2017-12-22 1.0 0.75 SELL gap_floor 76700.0 89100.0 31037.0 82755.99590579151
536 2017-12-28 0.75 0.9 BUY daily_reentry 76500.0 89100.0 31037.0 82935.02153202466
537 2018-01-01 0.9 1.0 BUY daily_reentry 76500.0 89100.0 31037.0 82997.36868193587
538 2018-01-03 1.0 0.75 SELL gap_floor 77700.0 89100.0 31037.0 83195.34294722926
539 2018-01-04 0.75 0.9 BUY daily_reentry 77100.0 89100.0 31037.0 83195.34294722926
540 2018-01-05 0.9 1.0 BUY daily_reentry 79300.0 89100.0 31037.0 83195.34294722926
541 2018-01-10 1.0 0.6 SELL gap_floor 72900.0 89100.0 31037.0 83720.96673610817
542 2018-01-12 0.6 0.75 BUY daily_reentry 74400.0 89100.0 31037.0 83811.98531109458
543 2018-01-15 0.75 0.9 BUY daily_reentry 72700.0 89100.0 31037.0 83811.98531109458
544 2018-01-16 0.9 1.0 BUY daily_reentry 74400.0 89100.0 31037.0 83811.98531109458
545 2018-01-17 1.0 0.75 SELL gap_floor 74100.0 89100.0 31037.0 83811.98531109458
546 2018-01-18 0.75 0.9 BUY daily_reentry 75200.0 89100.0 31037.0 83811.98531109458
547 2018-01-19 0.9 1.0 BUY daily_reentry 73300.0 89100.0 31037.0 83811.98531109458
548 2018-01-24 1.0 0.75 SELL gap_floor 72400.0 89100.0 31037.0 84083.69684168202
549 2018-01-25 0.75 0.9 BUY daily_reentry 75800.0 89100.0 31037.0 84083.69684168202
550 2018-01-26 0.9 1.0 BUY daily_reentry 75500.0 89100.0 31037.0 84083.69684168202
551 2018-01-31 1.0 0.75 SELL gap_floor 73500.0 89100.0 31037.0 84083.69684168202
552 2018-02-01 0.75 0.9 BUY daily_reentry 74400.0 89100.0 31037.0 84083.69684168202
553 2018-02-07 0.9 0.65 SELL gap_floor 71100.0 89100.0 31037.0 84083.69684168202
554 2018-02-08 0.65 0.8 BUY daily_reentry 73900.0 89100.0 31037.0 84083.69684168202
555 2018-02-09 0.8 0.9500000000000001 BUY daily_reentry 73400.0 89100.0 31037.0 84083.69684168202
556 2018-02-12 0.9500000000000001 1.0 BUY daily_reentry 74500.0 89100.0 31037.0 84083.69684168202
557 2018-02-14 1.0 0.75 SELL gap_floor 77600.0 89100.0 31037.0 84083.69684168202
558 2018-02-15 0.75 0.9 BUY daily_reentry 77600.0 89100.0 31037.0 84083.69684168202
559 2018-02-16 0.9 1.0 BUY daily_reentry 77600.0 89100.0 31037.0 84083.69684168202
560 2018-02-21 1.0 0.75 SELL gap_floor 76900.0 89100.0 31037.0 84083.69684168202
561 2018-02-22 0.75 0.9 BUY daily_reentry 75900.0 89100.0 31037.0 84083.69684168202
562 2018-02-23 0.9 1.0 BUY daily_reentry 77300.0 89100.0 31037.0 84083.69684168202
563 2018-02-28 1.0 0.75 SELL gap_floor 76800.0 89100.0 31037.0 84083.69684168202
564 2018-03-02 0.75 0.9 BUY daily_reentry 77400.0 89100.0 31037.0 84083.69684168202
565 2018-03-05 0.9 1.0 BUY daily_reentry 78300.0 89100.0 31037.0 84083.69684168202
566 2018-03-08 1.0 0.9500000000000001 SELL two_close_floor 83500.0 89100.0 31037.0 84083.69684168202
567 2018-03-09 0.9500000000000001 1.0 BUY daily_reentry 83300.0 89100.0 31037.0 84083.69684168202
568 2018-03-26 1.0 0.9500000000000001 SELL two_close_floor 84000.0 90700.0 31037.0 84083.9252563618
569 2018-03-30 0.9500000000000001 1.0 BUY daily_reentry 81300.0 90700.0 31037.0 84083.9252563618
570 2018-04-02 1.0 0.9500000000000001 SELL two_close_floor 81300.0 90700.0 31037.0 84083.9252563618
571 2018-04-03 0.9500000000000001 1.0 BUY daily_reentry 81800.0 90700.0 31037.0 84083.9252563618
572 2018-04-09 1.0 0.9500000000000001 SELL two_close_floor 80600.0 90700.0 31037.0 84083.9252563618
573 2018-04-10 0.9500000000000001 1.0 BUY daily_reentry 80400.0 90700.0 31037.0 84083.9252563618
574 2018-04-17 1.0 0.9500000000000001 SELL two_close_floor 82800.0 90700.0 31037.0 84083.9252563618
575 2018-04-18 0.9500000000000001 1.0 BUY daily_reentry 84600.0 90700.0 31037.0 84083.9252563618
576 2018-04-25 1.0 0.9500000000000001 SELL two_close_floor 82400.0 90700.0 31037.0 84083.9252563618
577 2018-04-26 0.9500000000000001 1.0 BUY daily_reentry 86500.0 90700.0 31037.0 84083.9252563618
578 2018-05-03 1.0 0.9500000000000001 SELL two_close_floor 82900.0 90700.0 31037.0 84083.9252563618
579 2018-05-04 0.9500000000000001 1.0 BUY daily_reentry 83000.0 90700.0 31037.0 84083.9252563618
580 2018-06-15 1.0 0.9500000000000001 SELL two_close_floor 87000.0 95300.0 31037.0 87502.43019434393
581 2018-06-19 0.9500000000000001 1.0 BUY daily_reentry 84100.0 95300.0 31037.0 87502.43019434393
582 2018-06-26 1.0 0.9500000000000001 SELL two_close_floor 84300.0 95300.0 31037.0 87502.43019434393
583 2018-06-27 0.9500000000000001 1.0 BUY daily_reentry 85200.0 95300.0 31037.0 87502.43019434393
584 2018-07-03 1.0 0.9500000000000001 SELL two_close_floor 86100.0 95300.0 31037.0 87502.43019434393
585 2018-07-04 0.9500000000000001 1.0 BUY daily_reentry 85000.0 95300.0 31037.0 87502.43019434393
586 2018-07-11 1.0 0.9500000000000001 SELL two_close_floor 86800.0 95300.0 31037.0 87502.43019434393
587 2018-07-12 0.9500000000000001 1.0 BUY daily_reentry 85600.0 95300.0 31037.0 87502.43019434393
588 2018-07-23 1.0 0.6 SELL gap_floor 81700.0 95300.0 31037.0 88129.49855606852
589 2018-07-24 0.6 0.75 BUY daily_reentry 83600.0 95300.0 31037.0 88129.49855606852
590 2018-07-26 0.75 0.9 BUY daily_reentry 83100.0 95300.0 31037.0 88172.37857149121
591 2018-07-27 0.9 1.0 BUY daily_reentry 86100.0 95300.0 31037.0 88172.37857149121
592 2018-07-30 1.0 0.9500000000000001 SELL two_close_floor 85900.0 95300.0 31037.0 88172.37857149121
593 2018-07-31 0.9500000000000001 1.0 BUY daily_reentry 86300.0 95300.0 31037.0 88172.37857149121
594 2018-08-06 1.0 0.6 SELL gap_floor 79400.0 95300.0 31037.0 88486.49301776408
595 2018-08-13 0.6 0.35 SELL gap_floor 75400.0 95300.0 31037.0 89436.11356793664
596 2018-08-27 0.35 0.5 BUY daily_reentry 83500.0 95300.0 31037.0 89722.699652401
597 2018-08-29 0.5 0.65 BUY daily_reentry 82800.0 95300.0 31037.0 89722.699652401
598 2018-08-30 0.65 0.8 BUY daily_reentry 82700.0 95300.0 31037.0 89722.699652401
599 2018-08-31 0.8 0.9500000000000001 BUY daily_reentry 83000.0 95300.0 31037.0 89722.699652401
600 2018-09-04 0.9500000000000001 0.55 SELL gap_floor 81200.0 95300.0 31037.0 89722.699652401
601 2018-09-11 0.55 0.35 SELL gap_floor 76600.0 95300.0 31037.0 90227.9182874356
602 2019-02-14 0.35 0.5 BUY daily_reentry 77400.0 95300.0 31037.0 92196.0
603 2019-02-20 0.5 0.35 SELL gap_floor 75700.0 95300.0 31037.0 92196.0
604 2019-02-21 0.35 0.5 BUY daily_reentry 76700.0 95300.0 31037.0 92196.0
605 2019-02-22 0.5 0.65 BUY daily_reentry 76700.0 95300.0 31037.0 92196.0
606 2019-02-27 0.65 0.35 SELL gap_floor 73700.0 95300.0 31037.0 92196.0
607 2019-03-21 0.35 0.5 BUY daily_reentry 75900.0 95300.0 31037.0 92196.0
608 2019-03-22 0.5 0.65 BUY daily_reentry 76100.0 95300.0 31037.0 92196.0
609 2019-03-28 0.65 0.35 SELL gap_floor 72300.0 95300.0 31037.0 92196.0
610 2019-04-01 0.35 0.5 BUY daily_reentry 76600.0 95300.0 31037.0 92196.0
611 2019-04-02 0.5 0.65 BUY daily_reentry 76400.0 95300.0 31037.0 92196.0
612 2019-04-03 0.65 0.8 BUY daily_reentry 79900.0 95300.0 31037.0 92196.0
613 2019-04-04 0.8 0.55 SELL gap_floor 78400.0 95300.0 31037.0 92196.0
614 2019-04-05 0.55 0.7000000000000001 BUY daily_reentry 79000.0 95300.0 31037.0 92196.0
615 2019-04-08 0.7000000000000001 0.8500000000000001 BUY daily_reentry 77900.0 95300.0 31037.0 92196.0
616 2019-04-09 0.8500000000000001 1.0 BUY daily_reentry 77800.0 95300.0 31037.0 92196.0
617 2019-04-11 1.0 0.75 SELL gap_floor 78400.0 95300.0 31037.0 92196.0
618 2019-04-12 0.75 0.9 BUY daily_reentry 78100.0 95300.0 31037.0 92196.0
619 2019-04-15 0.9 1.0 BUY daily_reentry 79700.0 95300.0 31037.0 92196.0
620 2019-04-18 1.0 0.75 SELL gap_floor 79200.0 95300.0 31037.0 92196.0
621 2019-04-19 0.75 0.9 BUY daily_reentry 81800.0 95300.0 31037.0 92196.0
622 2019-04-22 0.9 1.0 BUY daily_reentry 80500.0 95300.0 31037.0 92196.0
623 2019-04-25 1.0 0.75 SELL gap_floor 80200.0 95300.0 31037.0 92196.0
624 2019-04-26 0.75 0.9 BUY daily_reentry 78600.0 95300.0 31037.0 92196.0
625 2019-04-29 0.9 1.0 BUY daily_reentry 80000.0 95300.0 31037.0 92196.0
626 2019-05-03 1.0 0.75 SELL gap_floor 80400.0 95300.0 31037.0 92196.0
627 2019-05-07 0.75 0.9 BUY daily_reentry 79900.0 95300.0 31037.0 92196.0
628 2019-05-08 0.9 1.0 BUY daily_reentry 80300.0 95300.0 31037.0 92196.0
629 2019-05-13 1.0 0.6 SELL gap_floor 73500.0 95300.0 31037.0 92196.0
630 2019-05-14 0.6 0.75 BUY daily_reentry 74600.0 95300.0 31037.0 92196.0
631 2019-05-15 0.75 0.9 BUY daily_reentry 74500.0 95300.0 31037.0 92196.0
632 2019-05-21 0.9 0.5 SELL gap_floor 70300.0 95300.0 31037.0 92196.0
633 2019-05-28 0.5 0.35 SELL gap_floor 65900.0 95300.0 31037.0 92196.0
634 2019-07-02 0.35 0.5 BUY daily_reentry 71400.0 95300.0 31037.0 92413.04102530653
635 2019-07-03 0.5 0.35 SELL gap_floor 69100.0 95300.0 31037.0 92413.04102530653
636 2019-07-10 0.35 0.5 BUY daily_reentry 72900.0 95300.0 31037.0 92413.04102530653
637 2019-07-11 0.5 0.65 BUY daily_reentry 75500.0 95300.0 31037.0 92413.04102530653
638 2019-07-12 0.65 0.8 BUY daily_reentry 74700.0 95300.0 31037.0 92413.04102530653
639 2019-07-15 0.8 0.9500000000000001 BUY daily_reentry 76200.0 95300.0 31037.0 92413.04102530653
640 2019-07-16 0.9500000000000001 1.0 BUY daily_reentry 76100.0 95300.0 31037.0 92413.04102530653
641 2019-07-17 1.0 0.75 SELL gap_floor 74600.0 95300.0 31037.0 92413.04102530653
642 2019-07-18 0.75 0.9 BUY daily_reentry 74700.0 95300.0 31037.0 92413.04102530653
643 2019-07-19 0.9 1.0 BUY daily_reentry 76800.0 95300.0 31037.0 92413.04102530653
644 2019-07-24 1.0 0.75 SELL gap_floor 77600.0 95300.0 31037.0 92413.04102530653
645 2019-07-25 0.75 0.9 BUY daily_reentry 79200.0 95300.0 31037.0 92413.04102530653
646 2019-07-26 0.9 1.0 BUY daily_reentry 79800.0 95300.0 31037.0 92413.04102530653
647 2019-07-31 1.0 0.6 SELL gap_floor 76900.0 95300.0 31037.0 92413.04102530653
648 2019-08-01 0.6 0.75 BUY daily_reentry 77700.0 95300.0 31037.0 92413.04102530653
649 2019-08-07 0.75 0.5 SELL gap_floor 73300.0 95300.0 31037.0 92413.04102530653
650 2019-08-08 0.5 0.65 BUY daily_reentry 72300.0 95300.0 31037.0 92413.04102530653
651 2019-08-09 0.65 0.8 BUY daily_reentry 73300.0 95300.0 31037.0 92413.04102530653
652 2019-08-12 0.8 0.9500000000000001 BUY daily_reentry 74500.0 95300.0 31037.0 92413.04102530653
653 2019-08-13 0.9500000000000001 1.0 BUY daily_reentry 74500.0 95300.0 31037.0 92413.04102530653
654 2019-08-14 1.0 0.75 SELL gap_floor 76900.0 95300.0 31037.0 92413.04102530653
655 2019-08-16 0.75 0.9 BUY daily_reentry 76400.0 95300.0 31037.0 92413.04102530653
656 2019-08-19 0.9 1.0 BUY daily_reentry 75100.0 95300.0 31037.0 92413.04102530653
657 2019-08-22 1.0 0.6 SELL gap_floor 73800.0 95300.0 31037.0 92413.04102530653
658 2019-08-23 0.6 0.75 BUY daily_reentry 74400.0 95300.0 31037.0 92413.04102530653
659 2019-08-27 0.75 0.9 BUY daily_reentry 73000.0 95300.0 31037.0 92413.04102530653
660 2019-08-28 0.9 1.0 BUY daily_reentry 73300.0 95300.0 31037.0 92413.04102530653
661 2019-08-29 1.0 0.75 SELL gap_floor 73300.0 95300.0 31037.0 92413.04102530653
662 2019-08-30 0.75 0.9 BUY daily_reentry 77400.0 95300.0 31037.0 92413.04102530653
663 2019-09-02 0.9 1.0 BUY daily_reentry 77600.0 95300.0 31037.0 92413.04102530653
664 2019-09-05 1.0 0.75 SELL gap_floor 83000.0 95300.0 31037.0 92413.04102530653
665 2019-09-06 0.75 0.9 BUY daily_reentry 81900.0 95300.0 31037.0 92413.04102530653
666 2019-09-09 0.9 1.0 BUY daily_reentry 84300.0 95300.0 31037.0 92413.04102530653
667 2019-09-16 1.0 0.6 SELL gap_floor 79500.0 95300.0 31037.0 92413.04102530653
668 2019-09-18 0.6 0.75 BUY daily_reentry 80200.0 95300.0 31037.0 92413.04102530653
669 2019-09-19 0.75 0.9 BUY daily_reentry 82700.0 95300.0 31037.0 92413.04102530653
670 2019-09-20 0.9 1.0 BUY daily_reentry 82200.0 95300.0 31037.0 92413.04102530653
671 2019-09-23 1.0 0.75 SELL gap_floor 82800.0 95300.0 31037.0 92413.04102530653
672 2019-09-24 0.75 0.9 BUY daily_reentry 83400.0 95300.0 31037.0 92413.04102530653
673 2019-09-25 0.9 1.0 BUY daily_reentry 81900.0 95300.0 31037.0 92413.04102530653
674 2019-09-30 1.0 0.75 SELL gap_floor 82200.0 95300.0 31037.0 92413.04102530653
675 2019-10-01 0.75 0.9 BUY daily_reentry 82000.0 95300.0 31037.0 92413.04102530653
676 2019-10-04 0.9 1.0 BUY daily_reentry 80300.0 95300.0 31037.0 92413.04102530653
677 2019-10-08 1.0 0.75 SELL gap_floor 80900.0 95300.0 31037.0 92413.04102530653
678 2019-10-11 0.75 0.9 BUY daily_reentry 80000.0 95300.0 31037.0 92413.04102530653
679 2019-10-14 0.9 1.0 BUY daily_reentry 80500.0 95300.0 31037.0 92413.04102530653
680 2019-10-16 1.0 0.75 SELL gap_floor 82400.0 95300.0 31037.0 92413.04102530653
681 2019-10-17 0.75 0.9 BUY daily_reentry 81000.0 95300.0 31037.0 92413.04102530653
682 2019-10-21 0.9 1.0 BUY daily_reentry 77500.0 95300.0 31037.0 92413.04102530653
683 2019-10-23 1.0 0.75 SELL gap_floor 77700.0 95300.0 31037.0 92413.04102530653
684 2019-10-24 0.75 0.9 BUY daily_reentry 80000.0 95300.0 31037.0 92413.04102530653
685 2019-10-25 0.9 1.0 BUY daily_reentry 82900.0 95300.0 31037.0 92413.04102530653
686 2019-10-30 1.0 0.75 SELL gap_floor 81500.0 95300.0 31037.0 92413.04102530653
687 2019-10-31 0.75 0.9 BUY daily_reentry 82000.0 95300.0 31037.0 92413.04102530653
688 2019-11-01 0.9 1.0 BUY daily_reentry 83100.0 95300.0 31037.0 92413.04102530653
689 2019-11-06 1.0 0.75 SELL gap_floor 83500.0 95300.0 31037.0 92413.04102530653
690 2019-11-07 0.75 0.9 BUY daily_reentry 83600.0 95300.0 31037.0 92413.04102530653
691 2019-11-12 0.9 1.0 BUY daily_reentry 83200.0 95300.0 31037.0 92413.04102530653
692 2019-11-13 1.0 0.75 SELL gap_floor 83400.0 95300.0 31037.0 92413.04102530653
693 2019-11-14 0.75 0.9 BUY daily_reentry 83400.0 95300.0 31037.0 92413.04102530653
694 2019-11-15 0.9 1.0 BUY daily_reentry 85200.0 95300.0 31037.0 92413.04102530653
695 2019-11-20 1.0 0.6 SELL gap_floor 82700.0 95300.0 31037.0 92413.04102530653
696 2019-11-22 0.6 0.75 BUY daily_reentry 81700.0 95300.0 31037.0 92413.04102530653
697 2019-11-25 0.75 0.9 BUY daily_reentry 81700.0 95300.0 31037.0 92413.04102530653
698 2019-11-26 0.9 1.0 BUY daily_reentry 82300.0 95300.0 31037.0 92413.04102530653
699 2019-11-27 1.0 0.75 SELL gap_floor 82700.0 95300.0 31037.0 92413.04102530653
700 2019-11-28 0.75 0.9 BUY daily_reentry 82800.0 95300.0 31037.0 92413.04102530653
701 2019-12-04 0.9 0.5 SELL gap_floor 77700.0 95300.0 31037.0 92413.04102530653
702 2019-12-05 0.5 0.65 BUY daily_reentry 78800.0 95300.0 31037.0 92413.04102530653
703 2019-12-06 0.65 0.8 BUY daily_reentry 80600.0 95300.0 31037.0 92413.04102530653
704 2019-12-09 0.8 0.9500000000000001 BUY daily_reentry 80700.0 95300.0 31037.0 92413.04102530653
705 2019-12-10 0.9500000000000001 1.0 BUY daily_reentry 80700.0 95300.0 31037.0 92413.04102530653
706 2019-12-11 1.0 0.75 SELL gap_floor 80600.0 95300.0 31037.0 92413.04102530653
707 2019-12-12 0.75 0.9 BUY daily_reentry 83400.0 95300.0 31037.0 92413.04102530653
708 2019-12-13 0.9 1.0 BUY daily_reentry 87900.0 95300.0 31037.0 92413.04102530653
709 2020-02-27 1.0 0.8 SELL two_close_floor 92800.0 105000.0 31037.0 95697.47960378582
710 2020-03-02 0.8 0.9500000000000001 BUY daily_reentry 92100.0 105000.0 31037.0 96740.78685499547
711 2020-03-03 0.9500000000000001 1.0 BUY daily_reentry 92800.0 105000.0 31037.0 96740.78685499547
712 2020-03-05 1.0 0.9500000000000001 SELL two_close_floor 94900.0 105000.0 31037.0 96740.78685499547
713 2020-03-06 0.9500000000000001 1.0 BUY daily_reentry 92600.0 105000.0 31037.0 96740.78685499547
714 2020-03-12 1.0 0.6 SELL gap_floor 82800.0 105000.0 31037.0 97066.95061562986
715 2020-03-19 0.6 0.35 SELL gap_floor 69000.0 105000.0 31037.0 98040.0
716 2020-03-25 0.35 0.5 BUY daily_reentry 84500.0 105000.0 31037.0 98040.0
717 2020-03-26 0.5 0.35 SELL gap_floor 80700.0 105000.0 31037.0 98040.0
718 2020-03-27 0.35 0.5 BUY daily_reentry 83300.0 105000.0 31037.0 98040.0
719 2020-03-30 0.5 0.65 BUY daily_reentry 83700.0 105000.0 31037.0 98040.0
720 2020-03-31 0.65 0.8 BUY daily_reentry 83300.0 105000.0 31037.0 98040.0
721 2020-04-02 0.8 0.4 SELL gap_floor 80000.0 105000.0 31037.0 98040.0
722 2020-04-07 0.4 0.55 BUY daily_reentry 85800.0 105000.0 31037.0 98040.0
723 2020-04-08 0.55 0.7000000000000001 BUY daily_reentry 84500.0 105000.0 31037.0 98040.0
724 2020-04-10 0.7000000000000001 0.5 SELL gap_floor 84100.0 105000.0 31037.0 98040.0
725 2020-04-20 0.5 0.35 SELL gap_floor 82000.0 105000.0 31037.0 98040.0
726 2020-05-08 0.35 0.5 BUY daily_reentry 85000.0 105000.0 31037.0 100413.27475541281
727 2020-05-12 0.5 0.65 BUY daily_reentry 85700.0 105000.0 31037.0 100413.27475541281
728 2020-05-14 0.65 0.35 SELL gap_floor 80600.0 105000.0 31037.0 100748.4172138924
729 2020-06-03 0.35 0.5 BUY daily_reentry 88700.0 105000.0 31037.0 101243.47635373684
730 2020-06-05 0.5 0.65 BUY daily_reentry 90400.0 105000.0 31037.0 101243.47635373684
731 2020-06-08 0.65 0.8 BUY daily_reentry 91000.0 105000.0 31037.0 101243.47635373684
732 2020-06-09 0.8 0.9500000000000001 BUY daily_reentry 89800.0 105000.0 31037.0 101243.47635373684
733 2020-06-10 0.9500000000000001 1.0 BUY daily_reentry 90800.0 105000.0 31037.0 101243.47635373684
734 2020-06-11 1.0 0.75 SELL gap_floor 88500.0 105000.0 31037.0 101243.47635373684
735 2020-06-17 0.75 0.9 BUY daily_reentry 86800.0 105000.0 31037.0 101243.47635373684
736 2020-06-18 0.9 0.65 SELL gap_floor 86200.0 105000.0 31037.0 101243.47635373684
737 2020-06-25 0.65 0.35 SELL gap_floor 84300.0 105000.0 31037.0 101243.47635373684
738 2020-10-13 0.35 0.5 BUY daily_reentry 88200.0 105000.0 31037.0 102122.38852330307
739 2020-10-14 0.5 0.65 BUY daily_reentry 86500.0 105000.0 31037.0 102122.38852330307
740 2020-10-15 0.65 0.5 SELL gap_floor 87100.0 105000.0 31037.0 102122.38852330307
741 2020-10-19 0.5 0.65 BUY daily_reentry 86700.0 105000.0 31037.0 102122.38852330307
742 2020-10-22 0.65 0.35 SELL gap_floor 83300.0 105000.0 31037.0 102122.38852330307
743 2020-11-05 0.35 0.5 BUY daily_reentry 86100.0 105000.0 31037.0 102122.38852330307
744 2020-11-06 0.5 0.65 BUY daily_reentry 86300.0 105000.0 31037.0 102122.38852330307
745 2020-11-09 0.65 0.8 BUY daily_reentry 86000.0 105000.0 31037.0 102122.38852330307
746 2020-11-10 0.8 0.9500000000000001 BUY daily_reentry 86500.0 105000.0 31037.0 102122.38852330307
747 2020-11-11 0.9500000000000001 1.0 BUY daily_reentry 87000.0 105000.0 31037.0 102122.38852330307
748 2020-11-12 1.0 0.75 SELL gap_floor 88100.0 105000.0 31037.0 102122.38852330307
749 2020-11-13 0.75 0.9 BUY daily_reentry 89700.0 105000.0 31037.0 102122.38852330307
750 2020-11-16 0.9 1.0 BUY daily_reentry 98000.0 105000.0 31037.0 102122.38852330307
751 2020-11-19 1.0 0.75 SELL gap_floor 98200.0 105000.0 31037.0 102122.38852330307
752 2020-11-20 0.75 0.9 BUY daily_reentry 96800.0 105000.0 31037.0 102122.38852330307
753 2020-11-23 0.9 1.0 BUY daily_reentry 100000.0 105000.0 31037.0 102122.38852330307
754 2020-11-26 1.0 0.9500000000000001 SELL two_close_floor 99400.0 105000.0 31037.0 102122.38852330307
755 2020-11-27 0.9500000000000001 1.0 BUY daily_reentry 98800.0 105000.0 31037.0 102122.38852330307
756 2021-01-29 1.0 0.8 SELL two_close_floor 122500.0 138000.0 31037.0 123232.10443787818
757 2021-02-01 0.8 0.9500000000000001 BUY daily_reentry 125000.0 138000.0 31037.0 123232.10443787818
758 2021-02-02 0.9500000000000001 1.0 BUY daily_reentry 130000.0 138000.0 31037.0 123232.10443787818
@@ -0,0 +1,103 @@
date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-10-23,1.0,0.75,SELL,trend_crisis,20843.0,32487.0,31037.0,
2007-10-30,0.75,0.5,SELL,trend_crisis,20594.0,32487.0,31037.0,
2007-11-06,0.5,0.25,SELL,trend_crisis,20014.0,32487.0,31037.0,
2007-11-13,0.25,0.2,SELL,trend_crisis,19227.0,32487.0,31037.0,
2008-01-24,0.2,0.4,BUY,reentry_reclaim50_breakout20,22370.0,22370.0,22370.0,
2008-02-12,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,22499.0,22499.0,22499.0,
2008-03-26,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,22670.0,22670.0,22670.0,
2008-04-11,0.8,1.0,BUY,reentry_reclaim50_breakout20,24813.0,24813.0,24813.0,
2008-06-30,1.0,0.75,SELL,trend_crisis,21427.0,26956.0,24813.0,
2008-07-07,0.75,0.5,SELL,trend_crisis,19756.0,26956.0,24813.0,
2008-07-14,0.5,0.25,SELL,trend_crisis,19885.0,26956.0,24813.0,
2008-07-21,0.25,0.2,SELL,trend_crisis,20442.0,26956.0,24813.0,
2009-03-13,0.2,0.4,BUY,reentry_reclaim50_breakout20,8714.0,8714.0,8714.0,
2009-03-27,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,11172.0,11172.0,11172.0,9820.1
2009-04-17,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,13406.0,13406.0,13406.0,
2009-05-27,0.8,0.55,SELL,trend_crisis,10706.0,15501.0,13406.0,
2009-06-25,0.55,0.75,BUY,reentry_reclaim50_breakout20,13127.0,13127.0,13127.0,
2009-07-16,0.75,0.95,BUY,reentry_reclaim50_breakout20,14570.0,14570.0,14570.0,
2009-08-11,0.95,1.0,BUY,reentry_reclaim50_breakout20,17316.0,17316.0,17316.0,
2009-10-26,1.0,0.6,SELL,gap_floor,17549.0,20808.0,17316.0,18897.618842831398
2009-11-02,0.6,0.2,SELL,gap_floor,16804.0,20808.0,17316.0,19108.830853151267
2009-12-21,0.2,0.4,BUY,reentry_reclaim50_breakout20,20528.0,20528.0,20528.0,19170.02996399405
2010-01-08,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,23370.0,23370.0,23370.0,
2010-03-11,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,21948.0,21948.0,21948.0,
2010-03-25,0.8,1.0,BUY,reentry_reclaim50_breakout20,23939.0,23939.0,23939.0,
2010-06-28,1.0,0.8,SELL,two_close_floor,24697.0,27589.0,23939.0,25388.938698580743
2010-07-05,0.8,0.4,SELL,gap_floor,23465.0,27589.0,23939.0,25556.162405766903
2010-07-12,0.4,0.2,SELL,two_close_floor,24555.0,27589.0,23939.0,25556.162405766903
2010-10-25,0.2,0.4,BUY,reentry_reclaim50_breakout20,23038.0,23038.0,23038.0,26401.887094317157
2010-11-22,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,23986.0,23986.0,23986.0,
2011-01-03,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,24291.0,24291.0,24291.0,
2011-01-18,0.8,1.0,BUY,reentry_reclaim50_breakout20,26547.0,26547.0,26547.0,
2011-05-06,1.0,0.8,SELL,two_close_floor,31203.0,35524.0,26547.0,32292.414567099917
2011-05-18,0.8,0.6000000000000001,SELL,two_close_floor,31491.0,35524.0,26547.0,32292.414567099917
2011-05-25,0.6000000000000001,0.20000000000000007,SELL,gap_floor,28803.0,35524.0,26547.0,32638.60063415534
2011-06-01,0.20000000000000007,0.2,SELL,gap_floor,27267.0,35524.0,26547.0,33183.698763066895
2011-11-04,0.2,0.4,BUY,reentry_reclaim50_breakout20,23858.0,23858.0,23858.0,34026.28656197636
2012-01-02,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,22622.0,22622.0,22622.0,
2012-01-16,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,24503.0,24503.0,24503.0,
2012-02-14,0.8,1.0,BUY,reentry_reclaim50_breakout20,26577.0,26577.0,26577.0,
2012-05-16,1.0,0.75,SELL,trend_crisis,22236.0,29471.0,26577.0,
2012-05-23,0.75,0.5,SELL,trend_crisis,21609.0,29471.0,26577.0,
2012-05-31,0.5,0.25,SELL,trend_crisis,22284.0,29471.0,26577.0,
2012-06-08,0.25,0.2,SELL,trend_crisis,20982.0,29471.0,26577.0,
2012-10-24,0.2,0.4,BUY,reentry_reclaim50_breakout20,23152.0,23152.0,23152.0,28591.218064251287
2012-11-14,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,25660.0,25660.0,25660.0,
2012-12-13,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,25323.0,25323.0,25323.0,
2013-01-10,0.8,1.0,BUY,reentry_reclaim50_breakout20,25853.0,25853.0,25853.0,
2013-06-25,1.0,0.8,SELL,two_close_floor,28458.0,31497.0,25853.0,29202.32397160855
2013-07-03,0.8,0.6000000000000001,SELL,two_close_floor,27734.0,31497.0,25853.0,29202.32397160855
2013-07-10,0.6000000000000001,0.20000000000000007,SELL,gap_floor,26528.0,31497.0,25853.0,29202.32397160855
2013-07-17,0.20000000000000007,0.2,SELL,gap_floor,27590.0,31497.0,25853.0,29202.32397160855
2013-10-02,0.2,0.4,BUY,reentry_reclaim50_breakout20,30050.0,30050.0,30050.0,30004.242808378986
2013-10-18,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,33378.0,33378.0,33378.0,31147.54342754202
2013-11-27,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,33378.0,33378.0,33378.0,
2013-12-11,0.8,1.0,BUY,reentry_reclaim50_breakout20,35500.0,35500.0,35500.0,
2014-07-29,1.0,0.6,SELL,gap_floor,42832.0,50067.0,35500.0,46083.44033462061
2014-08-06,0.6,0.39999999999999997,SELL,two_close_floor,43796.0,50067.0,35500.0,46083.44033462061
2014-08-13,0.39999999999999997,0.2,SELL,gap_floor,42349.0,50067.0,35500.0,46083.44033462061
2014-11-12,0.2,0.4,BUY,reentry_reclaim50_breakout20,46401.0,46401.0,46401.0,46967.09459617709
2014-12-09,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,47703.0,47703.0,47703.0,
2015-01-08,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,48495.0,48495.0,48495.0,
2015-05-26,0.8,1.0,BUY,reentry_reclaim50_breakout20,46602.0,46602.0,46602.0,
2015-07-06,1.0,0.75,SELL,trend_crisis,39563.0,49709.0,46602.0,
2015-07-13,0.75,0.5,SELL,trend_crisis,39369.0,49709.0,46602.0,
2015-07-20,0.5,0.25,SELL,trend_crisis,37524.0,49709.0,46602.0,
2015-07-27,0.25,0.2,SELL,trend_crisis,36165.0,49709.0,46602.0,
2016-06-23,0.2,0.4,BUY,reentry_reclaim50_breakout20,31332.0,31332.0,31332.0,
2016-07-14,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,32615.0,32615.0,32615.0,
2016-07-28,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,33109.0,33109.0,33109.0,
2016-08-19,0.8,1.0,BUY,reentry_reclaim50_breakout20,34934.0,34934.0,34934.0,
2017-02-15,1.0,0.8,SELL,two_close_floor,47900.0,54600.0,34934.0,49987.7194119523
2017-02-27,0.8,0.4,SELL,gap_floor,46000.0,54600.0,34934.0,49987.7194119523
2017-03-07,0.4,0.2,SELL,two_close_floor,48800.0,54600.0,34934.0,49987.7194119523
2017-03-29,0.2,0.4,BUY,reentry_reclaim50_breakout20,51300.0,51300.0,51300.0,50077.19105192543
2017-05-26,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,57100.0,57100.0,57100.0,
2017-06-13,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,58800.0,58800.0,58800.0,
2017-06-27,0.8,1.0,BUY,reentry_reclaim50_breakout20,69200.0,69200.0,69200.0,62977.105541600395
2017-10-19,1.0,0.8,SELL,two_close_floor,79000.0,89100.0,69200.0,81060.6599762629
2017-10-27,0.8,0.6000000000000001,SELL,two_close_floor,78400.0,89100.0,69200.0,81060.6599762629
2017-11-22,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,86800.0,86800.0,86800.0,81543.31182075302
2018-03-12,0.8,1.0,BUY,reentry_reclaim50_breakout20,84900.0,84900.0,84900.0,
2018-08-03,1.0,0.6,SELL,gap_floor,83300.0,95300.0,84900.0,89074.90489439075
2018-08-10,0.6,0.35,SELL,trend_crisis,75100.0,95300.0,84900.0,
2018-08-20,0.35,0.2,SELL,gap_floor,74700.0,95300.0,84900.0,90187.08021142513
2019-02-14,0.2,0.4,BUY,reentry_reclaim50_breakout20,77400.0,77400.0,77400.0,
2019-04-01,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,76600.0,76600.0,76600.0,
2019-04-16,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,80400.0,80400.0,80400.0,
2019-05-31,0.8,0.55,SELL,trend_crisis,65300.0,81800.0,80400.0,
2019-06-13,0.55,0.30000000000000004,SELL,trend_crisis,63500.0,81800.0,80400.0,
2019-09-02,0.30000000000000004,0.5,BUY,reentry_reclaim50_breakout20,77600.0,77600.0,77600.0,
2019-10-29,0.5,0.7,BUY,reentry_reclaim50_breakout20,83000.0,83000.0,83000.0,
2019-11-15,0.7,0.8999999999999999,BUY,reentry_reclaim50_breakout20,85200.0,85200.0,85200.0,
2019-12-13,0.8999999999999999,1.0,BUY,reentry_reclaim50_breakout20,87900.0,87900.0,87900.0,
2020-02-27,1.0,0.8,SELL,two_close_floor,92800.0,105000.0,87900.0,95697.47960378582
2020-03-05,0.8,0.6000000000000001,SELL,two_close_floor,94900.0,105000.0,87900.0,96740.78685499547
2020-03-12,0.6000000000000001,0.20000000000000007,SELL,gap_floor,82800.0,105000.0,87900.0,97066.95061562986
2020-03-19,0.20000000000000007,0.2,SELL,trend_crisis,69000.0,105000.0,87900.0,
2020-11-12,0.2,0.4,BUY,reentry_reclaim50_breakout20,88100.0,88100.0,88100.0,102122.38852330307
2020-12-01,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,100500.0,100500.0,100500.0,92314.77797260707
2021-01-04,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,126000.0,126000.0,126000.0,111990.87620118006
2021-02-22,0.8,1.0,BUY,reentry_reclaim50_breakout20,136500.0,136500.0,136500.0,
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-10-23 1.0 0.75 SELL trend_crisis 20843.0 32487.0 31037.0
3 2007-10-30 0.75 0.5 SELL trend_crisis 20594.0 32487.0 31037.0
4 2007-11-06 0.5 0.25 SELL trend_crisis 20014.0 32487.0 31037.0
5 2007-11-13 0.25 0.2 SELL trend_crisis 19227.0 32487.0 31037.0
6 2008-01-24 0.2 0.4 BUY reentry_reclaim50_breakout20 22370.0 22370.0 22370.0
7 2008-02-12 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 22499.0 22499.0 22499.0
8 2008-03-26 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 22670.0 22670.0 22670.0
9 2008-04-11 0.8 1.0 BUY reentry_reclaim50_breakout20 24813.0 24813.0 24813.0
10 2008-06-30 1.0 0.75 SELL trend_crisis 21427.0 26956.0 24813.0
11 2008-07-07 0.75 0.5 SELL trend_crisis 19756.0 26956.0 24813.0
12 2008-07-14 0.5 0.25 SELL trend_crisis 19885.0 26956.0 24813.0
13 2008-07-21 0.25 0.2 SELL trend_crisis 20442.0 26956.0 24813.0
14 2009-03-13 0.2 0.4 BUY reentry_reclaim50_breakout20 8714.0 8714.0 8714.0
15 2009-03-27 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 11172.0 11172.0 11172.0 9820.1
16 2009-04-17 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 13406.0 13406.0 13406.0
17 2009-05-27 0.8 0.55 SELL trend_crisis 10706.0 15501.0 13406.0
18 2009-06-25 0.55 0.75 BUY reentry_reclaim50_breakout20 13127.0 13127.0 13127.0
19 2009-07-16 0.75 0.95 BUY reentry_reclaim50_breakout20 14570.0 14570.0 14570.0
20 2009-08-11 0.95 1.0 BUY reentry_reclaim50_breakout20 17316.0 17316.0 17316.0
21 2009-10-26 1.0 0.6 SELL gap_floor 17549.0 20808.0 17316.0 18897.618842831398
22 2009-11-02 0.6 0.2 SELL gap_floor 16804.0 20808.0 17316.0 19108.830853151267
23 2009-12-21 0.2 0.4 BUY reentry_reclaim50_breakout20 20528.0 20528.0 20528.0 19170.02996399405
24 2010-01-08 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 23370.0 23370.0 23370.0
25 2010-03-11 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 21948.0 21948.0 21948.0
26 2010-03-25 0.8 1.0 BUY reentry_reclaim50_breakout20 23939.0 23939.0 23939.0
27 2010-06-28 1.0 0.8 SELL two_close_floor 24697.0 27589.0 23939.0 25388.938698580743
28 2010-07-05 0.8 0.4 SELL gap_floor 23465.0 27589.0 23939.0 25556.162405766903
29 2010-07-12 0.4 0.2 SELL two_close_floor 24555.0 27589.0 23939.0 25556.162405766903
30 2010-10-25 0.2 0.4 BUY reentry_reclaim50_breakout20 23038.0 23038.0 23038.0 26401.887094317157
31 2010-11-22 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 23986.0 23986.0 23986.0
32 2011-01-03 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 24291.0 24291.0 24291.0
33 2011-01-18 0.8 1.0 BUY reentry_reclaim50_breakout20 26547.0 26547.0 26547.0
34 2011-05-06 1.0 0.8 SELL two_close_floor 31203.0 35524.0 26547.0 32292.414567099917
35 2011-05-18 0.8 0.6000000000000001 SELL two_close_floor 31491.0 35524.0 26547.0 32292.414567099917
36 2011-05-25 0.6000000000000001 0.20000000000000007 SELL gap_floor 28803.0 35524.0 26547.0 32638.60063415534
37 2011-06-01 0.20000000000000007 0.2 SELL gap_floor 27267.0 35524.0 26547.0 33183.698763066895
38 2011-11-04 0.2 0.4 BUY reentry_reclaim50_breakout20 23858.0 23858.0 23858.0 34026.28656197636
39 2012-01-02 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 22622.0 22622.0 22622.0
40 2012-01-16 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 24503.0 24503.0 24503.0
41 2012-02-14 0.8 1.0 BUY reentry_reclaim50_breakout20 26577.0 26577.0 26577.0
42 2012-05-16 1.0 0.75 SELL trend_crisis 22236.0 29471.0 26577.0
43 2012-05-23 0.75 0.5 SELL trend_crisis 21609.0 29471.0 26577.0
44 2012-05-31 0.5 0.25 SELL trend_crisis 22284.0 29471.0 26577.0
45 2012-06-08 0.25 0.2 SELL trend_crisis 20982.0 29471.0 26577.0
46 2012-10-24 0.2 0.4 BUY reentry_reclaim50_breakout20 23152.0 23152.0 23152.0 28591.218064251287
47 2012-11-14 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 25660.0 25660.0 25660.0
48 2012-12-13 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 25323.0 25323.0 25323.0
49 2013-01-10 0.8 1.0 BUY reentry_reclaim50_breakout20 25853.0 25853.0 25853.0
50 2013-06-25 1.0 0.8 SELL two_close_floor 28458.0 31497.0 25853.0 29202.32397160855
51 2013-07-03 0.8 0.6000000000000001 SELL two_close_floor 27734.0 31497.0 25853.0 29202.32397160855
52 2013-07-10 0.6000000000000001 0.20000000000000007 SELL gap_floor 26528.0 31497.0 25853.0 29202.32397160855
53 2013-07-17 0.20000000000000007 0.2 SELL gap_floor 27590.0 31497.0 25853.0 29202.32397160855
54 2013-10-02 0.2 0.4 BUY reentry_reclaim50_breakout20 30050.0 30050.0 30050.0 30004.242808378986
55 2013-10-18 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 33378.0 33378.0 33378.0 31147.54342754202
56 2013-11-27 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 33378.0 33378.0 33378.0
57 2013-12-11 0.8 1.0 BUY reentry_reclaim50_breakout20 35500.0 35500.0 35500.0
58 2014-07-29 1.0 0.6 SELL gap_floor 42832.0 50067.0 35500.0 46083.44033462061
59 2014-08-06 0.6 0.39999999999999997 SELL two_close_floor 43796.0 50067.0 35500.0 46083.44033462061
60 2014-08-13 0.39999999999999997 0.2 SELL gap_floor 42349.0 50067.0 35500.0 46083.44033462061
61 2014-11-12 0.2 0.4 BUY reentry_reclaim50_breakout20 46401.0 46401.0 46401.0 46967.09459617709
62 2014-12-09 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 47703.0 47703.0 47703.0
63 2015-01-08 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 48495.0 48495.0 48495.0
64 2015-05-26 0.8 1.0 BUY reentry_reclaim50_breakout20 46602.0 46602.0 46602.0
65 2015-07-06 1.0 0.75 SELL trend_crisis 39563.0 49709.0 46602.0
66 2015-07-13 0.75 0.5 SELL trend_crisis 39369.0 49709.0 46602.0
67 2015-07-20 0.5 0.25 SELL trend_crisis 37524.0 49709.0 46602.0
68 2015-07-27 0.25 0.2 SELL trend_crisis 36165.0 49709.0 46602.0
69 2016-06-23 0.2 0.4 BUY reentry_reclaim50_breakout20 31332.0 31332.0 31332.0
70 2016-07-14 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 32615.0 32615.0 32615.0
71 2016-07-28 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 33109.0 33109.0 33109.0
72 2016-08-19 0.8 1.0 BUY reentry_reclaim50_breakout20 34934.0 34934.0 34934.0
73 2017-02-15 1.0 0.8 SELL two_close_floor 47900.0 54600.0 34934.0 49987.7194119523
74 2017-02-27 0.8 0.4 SELL gap_floor 46000.0 54600.0 34934.0 49987.7194119523
75 2017-03-07 0.4 0.2 SELL two_close_floor 48800.0 54600.0 34934.0 49987.7194119523
76 2017-03-29 0.2 0.4 BUY reentry_reclaim50_breakout20 51300.0 51300.0 51300.0 50077.19105192543
77 2017-05-26 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 57100.0 57100.0 57100.0
78 2017-06-13 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 58800.0 58800.0 58800.0
79 2017-06-27 0.8 1.0 BUY reentry_reclaim50_breakout20 69200.0 69200.0 69200.0 62977.105541600395
80 2017-10-19 1.0 0.8 SELL two_close_floor 79000.0 89100.0 69200.0 81060.6599762629
81 2017-10-27 0.8 0.6000000000000001 SELL two_close_floor 78400.0 89100.0 69200.0 81060.6599762629
82 2017-11-22 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 86800.0 86800.0 86800.0 81543.31182075302
83 2018-03-12 0.8 1.0 BUY reentry_reclaim50_breakout20 84900.0 84900.0 84900.0
84 2018-08-03 1.0 0.6 SELL gap_floor 83300.0 95300.0 84900.0 89074.90489439075
85 2018-08-10 0.6 0.35 SELL trend_crisis 75100.0 95300.0 84900.0
86 2018-08-20 0.35 0.2 SELL gap_floor 74700.0 95300.0 84900.0 90187.08021142513
87 2019-02-14 0.2 0.4 BUY reentry_reclaim50_breakout20 77400.0 77400.0 77400.0
88 2019-04-01 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 76600.0 76600.0 76600.0
89 2019-04-16 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 80400.0 80400.0 80400.0
90 2019-05-31 0.8 0.55 SELL trend_crisis 65300.0 81800.0 80400.0
91 2019-06-13 0.55 0.30000000000000004 SELL trend_crisis 63500.0 81800.0 80400.0
92 2019-09-02 0.30000000000000004 0.5 BUY reentry_reclaim50_breakout20 77600.0 77600.0 77600.0
93 2019-10-29 0.5 0.7 BUY reentry_reclaim50_breakout20 83000.0 83000.0 83000.0
94 2019-11-15 0.7 0.8999999999999999 BUY reentry_reclaim50_breakout20 85200.0 85200.0 85200.0
95 2019-12-13 0.8999999999999999 1.0 BUY reentry_reclaim50_breakout20 87900.0 87900.0 87900.0
96 2020-02-27 1.0 0.8 SELL two_close_floor 92800.0 105000.0 87900.0 95697.47960378582
97 2020-03-05 0.8 0.6000000000000001 SELL two_close_floor 94900.0 105000.0 87900.0 96740.78685499547
98 2020-03-12 0.6000000000000001 0.20000000000000007 SELL gap_floor 82800.0 105000.0 87900.0 97066.95061562986
99 2020-03-19 0.20000000000000007 0.2 SELL trend_crisis 69000.0 105000.0 87900.0
100 2020-11-12 0.2 0.4 BUY reentry_reclaim50_breakout20 88100.0 88100.0 88100.0 102122.38852330307
101 2020-12-01 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 100500.0 100500.0 100500.0 92314.77797260707
102 2021-01-04 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 126000.0 126000.0 126000.0 111990.87620118006
103 2021-02-22 0.8 1.0 BUY reentry_reclaim50_breakout20 136500.0 136500.0 136500.0
@@ -0,0 +1,916 @@
date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-09-14,1.0,0.6,SELL,gap_floor,10082.73469387755,12458.367346938774,11342.38775510204,11877.81399392608
2007-09-21,0.6,0.35,SELL,gap_floor,9683.795918367347,12458.367346938774,11342.38775510204,11918.238691794892
2007-10-23,0.35,0.2,SELL,trend_crisis,9466.163265306122,12458.367346938774,11342.38775510204,
2007-12-04,0.2,0.35,BUY,daily_reentry,10427.30612244898,12458.367346938774,11342.38775510204,
2007-12-05,0.35,0.5,BUY,daily_reentry,10554.244897959183,12458.367346938774,11342.38775510204,
2007-12-06,0.5,0.65,BUY,daily_reentry,11098.265306122448,12458.367346938774,11342.38775510204,
2007-12-07,0.65,0.8,BUY,daily_reentry,11025.73469387755,12458.367346938774,11342.38775510204,
2007-12-10,0.8,0.9500000000000001,BUY,daily_reentry,11134.551020408162,12458.367346938774,11342.38775510204,
2007-12-11,0.9500000000000001,1.0,BUY,daily_reentry,10935.061224489795,12458.367346938774,11342.38775510204,
2007-12-17,1.0,0.75,SELL,trend_crisis,10155.285714285714,12458.367346938774,11342.38775510204,
2007-12-24,0.75,0.9,BUY,daily_reentry,10481.693877551019,12458.367346938774,11342.38775510204,
2007-12-26,0.9,1.0,BUY,daily_reentry,10445.42857142857,12458.367346938774,11342.38775510204,
2007-12-28,1.0,0.75,SELL,trend_crisis,10215.755102040815,12458.367346938774,11342.38775510204,
2008-01-08,0.75,0.5,SELL,trend_crisis,9480.816326530612,12458.367346938774,11342.38775510204,
2008-01-15,0.5,0.25,SELL,trend_crisis,9774.795918367347,12458.367346938774,11342.38775510204,
2008-01-18,0.25,0.4,BUY,daily_reentry,10417.877551020407,12458.367346938774,11342.38775510204,
2008-01-22,0.4,0.2,SELL,trend_crisis,9848.285714285714,12458.367346938774,11342.38775510204,
2008-01-30,0.2,0.35,BUY,daily_reentry,10491.367346938774,12458.367346938774,11342.38775510204,
2008-01-31,0.35,0.5,BUY,daily_reentry,10932.326530612245,12458.367346938774,11342.38775510204,
2008-02-01,0.5,0.65,BUY,daily_reentry,10766.979591836734,12458.367346938774,11342.38775510204,
2008-02-04,0.65,0.8,BUY,daily_reentry,11244.693877551019,12458.367346938774,11342.38775510204,
2008-02-05,0.8,0.9500000000000001,BUY,daily_reentry,11263.061224489795,12458.367346938774,11342.38775510204,
2008-02-11,0.9500000000000001,1.0,BUY,daily_reentry,10730.224489795917,12458.367346938774,11342.38775510204,
2008-03-03,1.0,0.75,SELL,trend_crisis,10087.142857142857,12458.367346938774,11342.38775510204,
2008-03-10,0.75,0.5,SELL,trend_crisis,10179.020408163264,12458.367346938774,11342.38775510204,
2008-03-17,0.5,0.35,SELL,gap_floor,10105.530612244896,12458.367346938774,11342.38775510204,11919.651616865802
2008-03-18,0.35,0.5,BUY,daily_reentry,10436.244897959183,12458.367346938774,11342.38775510204,11919.651616865802
2008-03-19,0.5,0.65,BUY,daily_reentry,10858.836734693878,12458.367346938774,11342.38775510204,
2008-03-20,0.65,0.8,BUY,daily_reentry,11134.448979591836,12458.367346938774,11342.38775510204,
2008-03-21,0.8,0.9500000000000001,BUY,daily_reentry,11152.816326530612,12458.367346938774,11342.38775510204,
2008-03-24,0.9500000000000001,1.0,BUY,daily_reentry,11005.836734693876,12458.367346938774,11342.38775510204,
2008-05-26,1.0,0.6,SELL,gap_floor,12475.73469387755,14037.489795918365,11342.38775510204,13061.450187866416
2008-05-27,0.6,0.75,BUY,daily_reentry,12898.326530612243,14037.489795918365,11342.38775510204,13061.450187866416
2008-05-28,0.75,0.9,BUY,daily_reentry,12714.591836734693,14037.489795918365,11342.38775510204,13061.450187866416
2008-05-29,0.9,1.0,BUY,daily_reentry,13412.795918367347,14037.489795918365,11342.38775510204,13061.450187866416
2008-06-06,1.0,0.9500000000000001,SELL,two_close_floor,13026.938775510203,14037.489795918365,11342.38775510204,13061.450187866416
2008-06-11,0.9500000000000001,1.0,BUY,daily_reentry,12512.469387755102,14037.489795918365,11342.38775510204,13061.450187866416
2008-06-13,1.0,0.75,SELL,gap_floor,12383.857142857141,14037.489795918365,11342.38775510204,13061.450187866416
2008-06-16,0.75,0.9,BUY,daily_reentry,12696.204081632652,14037.489795918365,11342.38775510204,13061.450187866416
2008-06-17,0.9,1.0,BUY,daily_reentry,12641.102040816326,14037.489795918365,11342.38775510204,13061.450187866416
2008-06-20,1.0,0.6,SELL,gap_floor,12273.612244897959,14037.489795918365,11342.38775510204,13061.450187866416
2008-06-24,0.6,0.75,BUY,daily_reentry,12108.244897959183,14037.489795918365,11342.38775510204,13061.450187866416
2008-06-26,0.75,0.9,BUY,daily_reentry,12218.489795918367,14037.489795918365,11342.38775510204,13067.58941583237
2008-06-27,0.9,0.5,SELL,gap_floor,11823.163265306122,14037.489795918365,11342.38775510204,13116.185366116684
2008-07-01,0.5,0.65,BUY,daily_reentry,11694.448979591836,14037.489795918365,11342.38775510204,13176.544040446399
2008-07-02,0.65,0.8,BUY,daily_reentry,11584.122448979591,14037.489795918365,11342.38775510204,13176.544040446399
2008-07-03,0.8,0.9500000000000001,BUY,daily_reentry,11639.285714285714,14037.489795918365,11342.38775510204,13176.544040446399
2008-07-04,0.9500000000000001,0.55,SELL,gap_floor,11326.693877551019,14037.489795918365,11342.38775510204,13176.544040446399
2008-07-11,0.55,0.35,SELL,gap_floor,10444.102040816326,14037.489795918365,11342.38775510204,13328.305414872711
2008-07-24,0.35,0.5,BUY,daily_reentry,11289.918367346938,14037.489795918365,11342.38775510204,13369.356036929765
2008-07-25,0.5,0.35,SELL,gap_floor,10591.204081632652,14037.489795918365,11342.38775510204,13369.356036929765
2009-03-12,0.35,0.5,BUY,daily_reentry,9964.959183673469,14037.489795918365,11342.38775510204,13634.433751670125
2009-03-13,0.5,0.65,BUY,daily_reentry,9816.224489795917,14037.489795918365,11342.38775510204,13634.433751670125
2009-03-17,0.65,0.8,BUY,daily_reentry,9927.775510204081,14037.489795918365,11342.38775510204,13634.433751670125
2009-03-18,0.8,0.55,SELL,gap_floor,10039.326530612245,14037.489795918365,11342.38775510204,13634.433751670125
2009-03-19,0.55,0.7000000000000001,BUY,daily_reentry,10057.918367346938,14037.489795918365,11342.38775510204,13634.433751670125
2009-03-20,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,10076.510204081631,14037.489795918365,11342.38775510204,13634.433751670125
2009-03-23,0.8500000000000001,1.0,BUY,daily_reentry,10225.244897959183,14037.489795918365,11342.38775510204,13634.433751670125
2009-03-25,1.0,0.75,SELL,gap_floor,10336.795918367347,14037.489795918365,11342.38775510204,13634.433751670125
2009-03-26,0.75,0.9,BUY,daily_reentry,10597.061224489795,14037.489795918365,11342.38775510204,13634.433751670125
2009-03-27,0.9,1.0,BUY,daily_reentry,10857.346938775509,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-01,1.0,0.75,SELL,gap_floor,10597.061224489795,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-02,0.75,0.9,BUY,daily_reentry,10987.489795918367,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-03,0.9,1.0,BUY,daily_reentry,11024.673469387753,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-08,1.0,0.6,SELL,gap_floor,10355.38775510204,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-09,0.6,0.75,BUY,daily_reentry,10783.0,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-10,0.75,0.9,BUY,daily_reentry,11210.591836734693,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-13,0.9,1.0,BUY,daily_reentry,10838.755102040815,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-15,1.0,0.75,SELL,gap_floor,10875.938775510203,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-16,0.75,0.9,BUY,daily_reentry,10801.571428571428,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-17,0.9,1.0,BUY,daily_reentry,11099.04081632653,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-22,1.0,0.75,SELL,gap_floor,11322.142857142857,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-23,0.75,0.9,BUY,daily_reentry,11656.775510204081,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-24,0.9,1.0,BUY,daily_reentry,11006.08163265306,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-29,1.0,0.75,SELL,gap_floor,10894.530612244896,14037.489795918365,11342.38775510204,13634.433751670125
2009-04-30,0.75,0.9,BUY,daily_reentry,11006.08163265306,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-04,0.9,1.0,BUY,daily_reentry,10820.163265306122,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-08,1.0,0.75,SELL,gap_floor,10578.469387755102,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-15,0.75,0.5,SELL,gap_floor,10318.204081632652,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-18,0.5,0.65,BUY,daily_reentry,10336.795918367347,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-19,0.65,0.8,BUY,daily_reentry,10597.061224489795,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-20,0.8,0.9500000000000001,BUY,daily_reentry,10708.612244897959,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-21,0.9500000000000001,1.0,BUY,daily_reentry,10466.938775510203,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-22,1.0,0.6,SELL,gap_floor,10225.244897959183,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-28,0.6,0.75,BUY,daily_reentry,10392.571428571428,14037.489795918365,11342.38775510204,13634.433751670125
2009-05-29,0.75,0.5,SELL,gap_floor,10373.979591836734,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-01,0.5,0.65,BUY,daily_reentry,10373.979591836734,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-02,0.65,0.8,BUY,daily_reentry,10336.795918367347,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-03,0.8,0.9500000000000001,BUY,daily_reentry,10262.42857142857,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-04,0.9500000000000001,1.0,BUY,daily_reentry,10318.204081632652,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-05,1.0,0.75,SELL,gap_floor,10578.469387755102,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-08,0.75,0.9,BUY,daily_reentry,10690.020408163264,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-09,0.9,1.0,BUY,daily_reentry,10504.122448979591,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-12,1.0,0.75,SELL,gap_floor,10857.346938775509,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-15,0.75,0.9,BUY,daily_reentry,10764.38775510204,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-17,0.9,1.0,BUY,daily_reentry,10690.020408163264,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-19,1.0,0.6,SELL,gap_floor,10448.346938775509,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-22,0.6,0.75,BUY,daily_reentry,10690.020408163264,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-23,0.75,0.9,BUY,daily_reentry,10690.020408163264,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-24,0.9,1.0,BUY,daily_reentry,10783.0,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-26,1.0,0.75,SELL,gap_floor,11080.448979591836,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-29,0.75,0.9,BUY,daily_reentry,11126.959183673469,14037.489795918365,11342.38775510204,13634.433751670125
2009-06-30,0.9,1.0,BUY,daily_reentry,11015.326530612245,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-03,1.0,0.75,SELL,gap_floor,11182.795918367347,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-06,0.75,0.9,BUY,daily_reentry,11796.816326530612,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-07,0.9,1.0,BUY,daily_reentry,12094.530612244896,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-10,1.0,0.75,SELL,gap_floor,12001.489795918367,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-14,0.75,0.9,BUY,daily_reentry,11796.816326530612,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-15,0.9,1.0,BUY,daily_reentry,12392.244897959183,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-17,1.0,0.75,SELL,gap_floor,12466.673469387753,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-20,0.75,0.9,BUY,daily_reentry,12838.816326530612,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-21,0.9,1.0,BUY,daily_reentry,12876.020408163264,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-24,1.0,0.75,SELL,gap_floor,12708.551020408162,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-27,0.75,0.9,BUY,daily_reentry,13006.265306122448,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-28,0.9,1.0,BUY,daily_reentry,13024.877551020407,14037.489795918365,11342.38775510204,13634.433751670125
2009-07-31,1.0,0.9500000000000001,SELL,two_close_floor,13471.448979591836,14037.489795918365,11342.38775510204,13634.433751670125
2009-08-03,0.9500000000000001,1.0,BUY,daily_reentry,13303.979591836734,14037.489795918365,11342.38775510204,13634.433751670125
2009-08-07,1.0,0.9500000000000001,SELL,two_close_floor,13322.591836734693,14037.489795918365,11342.38775510204,13634.433751670125
2009-08-13,0.9500000000000001,1.0,BUY,daily_reentry,13062.102040816326,14037.489795918365,11342.38775510204,13634.433751670125
2009-08-14,1.0,0.9500000000000001,SELL,two_close_floor,13601.693877551019,14037.489795918365,11342.38775510204,13634.433751670125
2009-08-17,0.9500000000000001,1.0,BUY,daily_reentry,13266.775510204081,14037.489795918365,11342.38775510204,13634.433751670125
2009-10-06,1.0,0.8,SELL,two_close_floor,13862.183673469386,15350.755102040815,11342.38775510204,14182.005151928364
2009-10-09,0.8,0.9500000000000001,BUY,daily_reentry,14048.265306122448,15350.755102040815,11342.38775510204,14182.005151928364
2009-10-12,0.9500000000000001,1.0,BUY,daily_reentry,13936.612244897959,15350.755102040815,11342.38775510204,14182.005151928364
2009-10-13,1.0,0.9500000000000001,SELL,two_close_floor,14085.469387755102,15350.755102040815,11342.38775510204,14182.005151928364
2009-10-14,0.9500000000000001,1.0,BUY,daily_reentry,14308.755102040815,15350.755102040815,11342.38775510204,14182.005151928364
2009-10-20,1.0,0.9500000000000001,SELL,two_close_floor,13992.448979591836,15350.755102040815,11342.38775510204,14182.005151928364
2009-10-23,0.9500000000000001,1.0,BUY,daily_reentry,13862.183673469386,15350.755102040815,11342.38775510204,14182.005151928364
2009-10-27,1.0,0.9500000000000001,SELL,two_close_floor,13806.367346938774,15350.755102040815,11342.38775510204,14182.005151928364
2009-10-30,0.9500000000000001,1.0,BUY,daily_reentry,13452.836734693876,15350.755102040815,11342.38775510204,14182.005151928364
2009-11-03,1.0,0.9500000000000001,SELL,two_close_floor,13564.489795918365,15350.755102040815,11342.38775510204,14182.005151928364
2009-11-04,0.9500000000000001,1.0,BUY,daily_reentry,13638.918367346938,15350.755102040815,11342.38775510204,14182.005151928364
2009-11-10,1.0,0.75,SELL,gap_floor,13527.265306122448,15350.755102040815,11342.38775510204,14272.78103346982
2009-11-11,0.75,0.9,BUY,daily_reentry,13676.122448979591,15350.755102040815,11342.38775510204,14272.78103346982
2009-11-12,0.9,1.0,BUY,daily_reentry,13397.020408163264,15350.755102040815,11342.38775510204,14275.196715948954
2009-11-17,1.0,0.75,SELL,gap_floor,13545.877551020407,15350.755102040815,11342.38775510204,14334.107788143803
2009-11-18,0.75,0.9,BUY,daily_reentry,13955.224489795917,15350.755102040815,11342.38775510204,14334.107788143803
2009-11-19,0.9,1.0,BUY,daily_reentry,14122.693877551019,15350.755102040815,11342.38775510204,14334.107788143803
2009-11-24,1.0,0.75,SELL,gap_floor,13806.367346938774,15350.755102040815,11342.38775510204,14334.107788143803
2009-11-25,0.75,0.9,BUY,daily_reentry,13936.612244897959,15350.755102040815,11342.38775510204,14334.107788143803
2009-11-26,0.9,1.0,BUY,daily_reentry,13824.979591836734,15350.755102040815,11342.38775510204,14356.239873039049
2009-12-01,1.0,0.75,SELL,gap_floor,13713.326530612243,15350.755102040815,11342.38775510204,14428.407461789493
2009-12-02,0.75,0.9,BUY,daily_reentry,13899.408163265305,15350.755102040815,11342.38775510204,14428.407461789493
2009-12-03,0.9,1.0,BUY,daily_reentry,14122.693877551019,15350.755102040815,11342.38775510204,14428.407461789493
2009-12-08,1.0,0.9500000000000001,SELL,two_close_floor,14364.571428571428,15350.755102040815,11342.38775510204,14428.407461789493
2009-12-09,0.9500000000000001,1.0,BUY,daily_reentry,14476.224489795917,15350.755102040815,11342.38775510204,14428.407461789493
2009-12-18,1.0,0.9500000000000001,SELL,two_close_floor,14383.183673469386,15350.755102040815,11342.38775510204,14428.407461789493
2009-12-21,0.9500000000000001,1.0,BUY,daily_reentry,14345.979591836733,15350.755102040815,11342.38775510204,14428.407461789493
2010-02-01,1.0,0.8,SELL,two_close_floor,14596.714285714284,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-03,0.8,0.9500000000000001,BUY,daily_reentry,14596.714285714284,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-04,0.9500000000000001,1.0,BUY,daily_reentry,14577.938775510203,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-08,1.0,0.6,SELL,gap_floor,14051.918367346938,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-09,0.6,0.75,BUY,daily_reentry,14296.142857142857,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-10,0.75,0.9,BUY,daily_reentry,14183.42857142857,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-11,0.9,1.0,BUY,daily_reentry,14333.714285714284,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-16,1.0,0.75,SELL,gap_floor,14202.204081632652,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-17,0.75,0.9,BUY,daily_reentry,14634.285714285714,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-18,0.9,1.0,BUY,daily_reentry,14559.142857142857,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-23,1.0,0.9500000000000001,SELL,two_close_floor,14408.857142857141,15968.102040816326,11342.38775510204,14907.989816501202
2010-02-26,0.9500000000000001,1.0,BUY,daily_reentry,13976.775510204081,15968.102040816326,11342.38775510204,14985.4673739864
2010-03-03,1.0,0.75,SELL,gap_floor,14483.999999999998,15968.102040816326,11342.38775510204,14985.4673739864
2010-03-04,0.75,0.9,BUY,daily_reentry,14296.142857142857,15968.102040816326,11342.38775510204,14985.4673739864
2010-03-05,0.9,1.0,BUY,daily_reentry,14559.142857142857,15968.102040816326,11342.38775510204,14985.4673739864
2010-03-10,1.0,0.9500000000000001,SELL,two_close_floor,14728.224489795917,15968.102040816326,11342.38775510204,14985.4673739864
2010-03-11,0.9500000000000001,1.0,BUY,daily_reentry,14615.510204081631,15968.102040816326,11342.38775510204,14985.4673739864
2010-03-17,1.0,0.9500000000000001,SELL,two_close_floor,14991.224489795917,15968.102040816326,11342.38775510204,14999.699927040643
2010-03-18,0.9500000000000001,1.0,BUY,daily_reentry,14972.42857142857,15968.102040816326,11342.38775510204,14999.699927040643
2010-05-07,1.0,0.8,SELL,two_close_floor,14916.08163265306,16343.81632653061,11342.38775510204,15353.038767345275
2010-05-10,0.8,0.9500000000000001,BUY,daily_reentry,15085.16326530612,16343.81632653061,11342.38775510204,15353.038767345275
2010-05-13,0.9500000000000001,1.0,BUY,daily_reentry,15273.020408163264,16343.81632653061,11342.38775510204,15353.038767345275
2010-05-14,1.0,0.9500000000000001,SELL,two_close_floor,15216.653061224488,16343.81632653061,11342.38775510204,15353.038767345275
2010-05-18,0.9500000000000001,1.0,BUY,daily_reentry,14878.510204081631,16343.81632653061,11342.38775510204,15353.038767345275
2010-05-24,1.0,0.6,SELL,gap_floor,14239.775510204081,16343.81632653061,11342.38775510204,15353.038767345275
2010-05-28,0.6,0.75,BUY,daily_reentry,14615.510204081631,16343.81632653061,11342.38775510204,15353.038767345275
2010-05-31,0.75,0.35,SELL,gap_floor,14577.938775510203,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-04,0.35,0.5,BUY,daily_reentry,14897.285714285714,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-07,0.5,0.65,BUY,daily_reentry,14784.571428571428,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-08,0.65,0.5,SELL,gap_floor,14746.999999999998,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-11,0.5,0.65,BUY,daily_reentry,14972.42857142857,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-14,0.65,0.8,BUY,daily_reentry,15160.306122448977,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-15,0.8,0.7500000000000001,SELL,two_close_floor,14991.224489795917,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-16,0.7500000000000001,0.9000000000000001,BUY,daily_reentry,15385.73469387755,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-17,0.9000000000000001,1.0,BUY,daily_reentry,15348.16326530612,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-23,1.0,0.8,SELL,two_close_floor,15122.73469387755,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-24,0.8,0.9500000000000001,BUY,daily_reentry,15404.510204081631,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-29,0.9500000000000001,1.0,BUY,daily_reentry,14957.999999999998,16343.81632653061,11342.38775510204,15353.038767345275
2010-06-30,1.0,0.6,SELL,gap_floor,14618.04081632653,16343.81632653061,11342.38775510204,15353.038767345275
2010-07-07,0.6,0.35,SELL,gap_floor,14523.612244897959,16343.81632653061,11342.38775510204,15382.278249020894
2010-07-09,0.35,0.5,BUY,daily_reentry,15033.530612244896,16343.81632653061,11342.38775510204,15382.278249020894
2010-07-12,0.5,0.65,BUY,daily_reentry,15146.857142857141,16343.81632653061,11342.38775510204,15382.278249020894
2010-07-13,0.65,0.8,BUY,daily_reentry,15033.530612244896,16343.81632653061,11342.38775510204,15382.278249020894
2010-07-14,0.8,0.9500000000000001,BUY,daily_reentry,15562.367346938774,16343.81632653061,11342.38775510204,15382.278249020894
2010-07-15,0.9500000000000001,1.0,BUY,daily_reentry,15486.81632653061,16343.81632653061,11342.38775510204,15382.278249020894
2010-07-19,1.0,0.8,SELL,two_close_floor,15014.653061224488,16343.81632653061,11342.38775510204,15382.278249020894
2010-07-20,0.8,0.9500000000000001,BUY,daily_reentry,15071.30612244898,16343.81632653061,11342.38775510204,15382.278249020894
2010-07-21,0.9500000000000001,1.0,BUY,daily_reentry,15430.16326530612,16343.81632653061,11342.38775510204,15382.278249020894
2010-08-02,1.0,0.8,SELL,two_close_floor,15297.959183673469,16343.81632653061,11342.38775510204,15382.278249020894
2010-08-03,0.8,0.9500000000000001,BUY,daily_reentry,15392.38775510204,16343.81632653061,11342.38775510204,15382.278249020894
2010-08-09,0.9500000000000001,0.9,SELL,two_close_floor,15146.857142857141,16343.81632653061,11342.38775510204,15443.78826488915
2010-08-16,0.9,0.5,SELL,gap_floor,14769.142857142855,16343.81632653061,11342.38775510204,15542.693461170365
2010-08-19,0.5,0.65,BUY,daily_reentry,14901.346938775509,16343.81632653061,11342.38775510204,15557.703038050859
2010-08-23,0.65,0.5,SELL,gap_floor,14920.224489795917,16343.81632653061,11342.38775510204,15557.703038050859
2010-08-30,0.5,0.35,SELL,gap_floor,14655.81632653061,16343.81632653061,11342.38775510204,15617.740226733933
2010-10-06,0.35,0.5,BUY,daily_reentry,14976.877551020407,16343.81632653061,11342.38775510204,15617.740226733933
2010-10-07,0.5,0.35,SELL,gap_floor,14542.489795918365,16343.81632653061,11342.38775510204,15617.740226733933
2010-11-10,0.35,0.5,BUY,daily_reentry,14920.224489795917,16343.81632653061,11342.38775510204,15617.740226733933
2010-11-11,0.5,0.35,SELL,gap_floor,14485.836734693876,16343.81632653061,11342.38775510204,15617.740226733933
2010-11-15,0.35,0.5,BUY,daily_reentry,15260.183673469386,16343.81632653061,11342.38775510204,15617.740226733933
2010-11-16,0.5,0.65,BUY,daily_reentry,15316.836734693876,16343.81632653061,11342.38775510204,15617.740226733933
2010-11-17,0.65,0.8,BUY,daily_reentry,15014.653061224488,16343.81632653061,11342.38775510204,15617.740226733933
2010-11-18,0.8,0.55,SELL,gap_floor,15090.204081632652,16343.81632653061,11342.38775510204,15617.740226733933
2010-11-19,0.55,0.7000000000000001,BUY,daily_reentry,15449.04081632653,16343.81632653061,11342.38775510204,15617.740226733933
2010-11-22,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,16015.632653061224,16343.81632653061,11342.38775510204,15617.740226733933
2010-11-23,0.8500000000000001,1.0,BUY,daily_reentry,15864.551020408162,16343.81632653061,11342.38775510204,15617.740226733933
2010-12-01,1.0,0.8,SELL,two_close_floor,15486.81632653061,16343.81632653061,11342.38775510204,15617.740226733933
2010-12-02,0.8,0.9500000000000001,BUY,daily_reentry,16223.38775510204,16343.81632653061,11342.38775510204,15617.740226733933
2010-12-03,0.9500000000000001,1.0,BUY,daily_reentry,16884.408163265303,16884.408163265303,11342.38775510204,15617.740226733933
2011-02-11,1.0,0.8,SELL,two_close_floor,17373.632653061224,19177.448979591834,11342.38775510204,17877.319940407597
2011-02-14,0.8,0.9500000000000001,BUY,daily_reentry,18095.16326530612,19177.448979591834,11342.38775510204,17877.319940407597
2011-02-15,0.9500000000000001,1.0,BUY,daily_reentry,18190.102040816324,19177.448979591834,11342.38775510204,17877.319940407597
2011-02-23,1.0,0.8,SELL,two_close_floor,17658.448979591834,19177.448979591834,11342.38775510204,17877.319940407597
2011-03-03,0.8,0.7500000000000001,SELL,two_close_floor,17525.530612244896,19177.448979591834,11342.38775510204,17877.319940407597
2011-03-04,0.7500000000000001,0.9000000000000001,BUY,daily_reentry,17943.26530612245,19177.448979591834,11342.38775510204,17880.292860806585
2011-03-10,0.9000000000000001,0.5000000000000001,SELL,gap_floor,16443.244897959183,19177.448979591834,11342.38775510204,17997.100780696193
2011-03-14,0.5000000000000001,0.6500000000000001,BUY,daily_reentry,17088.81632653061,19177.448979591834,11342.38775510204,18047.369643913305
2011-03-16,0.6500000000000001,0.8000000000000002,BUY,daily_reentry,16822.979591836734,19177.448979591834,11342.38775510204,18047.369643913305
2011-03-17,0.8000000000000002,0.5500000000000002,SELL,gap_floor,16898.938775510203,19177.448979591834,11342.38775510204,18047.369643913305
2011-03-18,0.5500000000000002,0.7000000000000002,BUY,daily_reentry,16917.918367346938,19177.448979591834,11342.38775510204,18047.369643913305
2011-03-21,0.7000000000000002,0.8500000000000002,BUY,daily_reentry,16898.938775510203,19177.448979591834,11342.38775510204,18047.369643913305
2011-03-22,0.8500000000000002,1.0,BUY,daily_reentry,16614.12244897959,19177.448979591834,11342.38775510204,18047.369643913305
2011-03-24,1.0,0.75,SELL,gap_floor,16709.061224489793,19177.448979591834,11342.38775510204,18047.369643913305
2011-03-25,0.75,0.9,BUY,daily_reentry,17278.69387755102,19177.448979591834,11342.38775510204,18047.369643913305
2011-03-28,0.9,1.0,BUY,daily_reentry,17392.61224489796,19177.448979591834,11342.38775510204,18047.369643913305
2011-03-31,1.0,0.9500000000000001,SELL,two_close_floor,17696.42857142857,19177.448979591834,11342.38775510204,18047.369643913305
2011-04-01,0.9500000000000001,1.0,BUY,daily_reentry,17848.326530612245,19177.448979591834,11342.38775510204,18047.369643913305
2011-04-07,1.0,0.6,SELL,gap_floor,17259.714285714283,19177.448979591834,11342.38775510204,18047.369643913305
2011-04-13,0.6,0.75,BUY,daily_reentry,17107.795918367345,19177.448979591834,11342.38775510204,18101.593472664954
2011-04-14,0.75,0.5,SELL,gap_floor,17088.81632653061,19177.448979591834,11342.38775510204,18111.03746228116
2011-04-15,0.5,0.65,BUY,daily_reentry,16860.95918367347,19177.448979591834,11342.38775510204,18123.99647409324
2011-04-19,0.65,0.8,BUY,daily_reentry,16614.12244897959,19177.448979591834,11342.38775510204,18151.023419256016
2011-04-20,0.8,0.9500000000000001,BUY,daily_reentry,17392.61224489796,19177.448979591834,11342.38775510204,18151.023419256016
2011-04-21,0.9500000000000001,0.9,SELL,two_close_floor,17620.4693877551,19177.448979591834,11342.38775510204,18151.023419256016
2011-04-22,0.9,1.0,BUY,daily_reentry,17164.77551020408,19177.448979591834,11342.38775510204,18151.023419256016
2011-04-28,1.0,0.75,SELL,gap_floor,17088.81632653061,19177.448979591834,11342.38775510204,18151.023419256016
2011-04-29,0.75,0.9,BUY,daily_reentry,16955.897959183672,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-02,0.9,1.0,BUY,daily_reentry,17696.42857142857,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-06,1.0,0.75,SELL,gap_floor,17069.836734693876,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-11,0.75,0.9,BUY,daily_reentry,16936.918367346938,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-13,0.9,1.0,BUY,daily_reentry,17392.61224489796,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-16,1.0,0.75,SELL,gap_floor,17107.795918367345,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-17,0.75,0.9,BUY,daily_reentry,16898.938775510203,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-18,0.9,1.0,BUY,daily_reentry,16955.897959183672,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-23,1.0,0.6,SELL,gap_floor,16576.142857142855,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-26,0.6,0.75,BUY,daily_reentry,16690.08163265306,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-27,0.75,0.9,BUY,daily_reentry,16917.918367346938,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-30,0.9,0.65,SELL,gap_floor,16785.020408163266,19177.448979591834,11342.38775510204,18151.023419256016
2011-05-31,0.65,0.8,BUY,daily_reentry,17126.795918367345,19177.448979591834,11342.38775510204,18151.023419256016
2011-06-01,0.8,0.9500000000000001,BUY,daily_reentry,17297.673469387755,19177.448979591834,11342.38775510204,18151.023419256016
2011-06-02,0.9500000000000001,1.0,BUY,daily_reentry,16766.020408163266,19177.448979591834,11342.38775510204,18151.023419256016
2011-06-07,1.0,0.75,SELL,gap_floor,16841.979591836734,19177.448979591834,11342.38775510204,18151.023419256016
2011-06-14,0.75,0.35,SELL,gap_floor,16386.285714285714,19177.448979591834,11342.38775510204,18178.22293742748
2011-07-04,0.35,0.5,BUY,daily_reentry,16681.12244897959,19177.448979591834,11342.38775510204,18178.22293742748
2011-07-06,0.5,0.65,BUY,daily_reentry,17061.102040816324,19177.448979591834,11342.38775510204,18178.22293742748
2011-07-07,0.65,0.8,BUY,daily_reentry,16719.102040816324,19177.448979591834,11342.38775510204,18178.22293742748
2011-07-08,0.8,0.9500000000000001,BUY,daily_reentry,16814.102040816324,19177.448979591834,11342.38775510204,18178.22293742748
2011-07-12,0.9500000000000001,0.55,SELL,gap_floor,16149.142857142855,19177.448979591834,11342.38775510204,18178.22293742748
2011-07-19,0.55,0.35,SELL,gap_floor,15617.16326530612,19177.448979591834,11342.38775510204,18197.606682590933
2011-10-10,0.35,0.5,BUY,daily_reentry,16605.12244897959,19177.448979591834,11342.38775510204,18388.886049944846
2011-10-11,0.5,0.65,BUY,daily_reentry,16738.102040816324,19177.448979591834,11342.38775510204,18388.886049944846
2011-10-12,0.65,0.8,BUY,daily_reentry,17061.102040816324,19177.448979591834,11342.38775510204,18388.886049944846
2011-10-13,0.8,0.9500000000000001,BUY,daily_reentry,16909.102040816324,19177.448979591834,11342.38775510204,18388.886049944846
2011-10-14,0.9500000000000001,1.0,BUY,daily_reentry,16833.102040816324,19177.448979591834,11342.38775510204,18388.886049944846
2011-10-17,1.0,0.75,SELL,gap_floor,16909.102040816324,19177.448979591834,11342.38775510204,18388.886049944846
2011-10-18,0.75,0.9,BUY,daily_reentry,16776.102040816324,19177.448979591834,11342.38775510204,18388.886049944846
2011-10-19,0.9,1.0,BUY,daily_reentry,16833.102040816324,19177.448979591834,11342.38775510204,18388.886049944846
2011-10-24,1.0,0.9500000000000001,SELL,two_close_floor,17878.040816326527,19177.448979591834,11342.38775510204,18388.886049944846
2011-10-25,0.9500000000000001,1.0,BUY,daily_reentry,17954.040816326527,19177.448979591834,11342.38775510204,18388.886049944846
2011-11-21,1.0,0.8,SELL,two_close_floor,18049.040816326527,19177.448979591834,11342.38775510204,18388.886049944846
2011-11-22,0.8,0.9500000000000001,BUY,daily_reentry,18296.020408163266,19177.448979591834,11342.38775510204,18388.886049944846
2011-11-24,0.9500000000000001,1.0,BUY,daily_reentry,17916.040816326527,19177.448979591834,11342.38775510204,18388.886049944846
2012-05-14,1.0,0.9500000000000001,SELL,two_close_floor,25081.551020408162,26913.999999999996,11342.38775510204,25121.338523697556
2012-05-15,0.9500000000000001,1.0,BUY,daily_reentry,25024.285714285714,26913.999999999996,11342.38775510204,25121.338523697556
2012-05-21,1.0,0.75,SELL,gap_floor,23077.326530612245,26913.999999999996,11342.38775510204,25298.19890454469
2012-05-22,0.75,0.9,BUY,daily_reentry,23669.040816326527,26913.999999999996,11342.38775510204,25298.19890454469
2012-05-23,0.9,1.0,BUY,daily_reentry,23306.367346938772,26913.999999999996,11342.38775510204,25298.19890454469
2012-05-29,1.0,0.75,SELL,gap_floor,23630.877551020407,26913.999999999996,11342.38775510204,25298.19890454469
2012-05-30,0.75,0.9,BUY,daily_reentry,23401.81632653061,26913.999999999996,11342.38775510204,25298.19890454469
2012-06-01,0.9,1.0,BUY,daily_reentry,23535.42857142857,26913.999999999996,11342.38775510204,25298.19890454469
2012-06-05,1.0,0.75,SELL,gap_floor,22962.795918367345,26913.999999999996,11342.38775510204,25298.19890454469
2012-06-07,0.75,0.9,BUY,daily_reentry,24146.244897959183,26913.999999999996,11342.38775510204,25298.19890454469
2012-06-08,0.9,1.0,BUY,daily_reentry,23802.65306122449,26913.999999999996,11342.38775510204,25298.19890454469
2012-06-13,1.0,0.9500000000000001,SELL,two_close_floor,24260.77551020408,26913.999999999996,11342.38775510204,25298.19890454469
2012-06-14,0.9500000000000001,1.0,BUY,daily_reentry,24069.897959183672,26913.999999999996,11342.38775510204,25298.19890454469
2012-06-20,1.0,0.75,SELL,gap_floor,23898.102040816324,26913.999999999996,11342.38775510204,25298.19890454469
2012-06-21,0.75,0.9,BUY,daily_reentry,23420.897959183672,26913.999999999996,11342.38775510204,25298.19890454469
2012-06-26,0.9,1.0,BUY,daily_reentry,21741.16326530612,26913.999999999996,11342.38775510204,25446.63884793721
2012-06-27,1.0,0.75,SELL,gap_floor,22275.632653061224,26913.999999999996,11342.38775510204,25446.63884793721
2012-06-28,0.75,0.9,BUY,daily_reentry,22304.26530612245,26913.999999999996,11342.38775510204,25446.63884793721
2012-06-29,0.9,1.0,BUY,daily_reentry,22934.448979591834,26913.999999999996,11342.38775510204,25446.63884793721
2012-07-04,1.0,0.75,SELL,gap_floor,22743.489795918365,26913.999999999996,11342.38775510204,25446.63884793721
2012-07-05,0.75,0.9,BUY,daily_reentry,22628.897959183672,26913.999999999996,11342.38775510204,25446.63884793721
2012-07-10,0.9,1.0,BUY,daily_reentry,21521.326530612245,26913.999999999996,11342.38775510204,25494.731210482358
2012-07-11,1.0,0.6,SELL,gap_floor,21349.4693877551,26913.999999999996,11342.38775510204,25511.0765534901
2012-07-13,0.6,0.75,BUY,daily_reentry,21750.489795918365,26913.999999999996,11342.38775510204,25563.061979793616
2012-07-16,0.75,0.9,BUY,daily_reentry,21998.734693877548,26913.999999999996,11342.38775510204,25563.061979793616
2012-07-17,0.9,1.0,BUY,daily_reentry,22304.26530612245,26913.999999999996,11342.38775510204,25563.061979793616
2012-07-18,1.0,0.75,SELL,gap_floor,22036.918367346938,26913.999999999996,11342.38775510204,25563.061979793616
2012-07-19,0.75,0.9,BUY,daily_reentry,22819.85714285714,26913.999999999996,11342.38775510204,25563.061979793616
2012-07-20,0.9,1.0,BUY,daily_reentry,22743.489795918365,26913.999999999996,11342.38775510204,25563.061979793616
2012-07-25,1.0,0.75,SELL,gap_floor,22113.30612244898,26913.999999999996,11342.38775510204,25563.061979793616
2012-07-26,0.75,0.9,BUY,daily_reentry,22380.65306122449,26913.999999999996,11342.38775510204,25563.061979793616
2012-07-27,0.9,1.0,BUY,daily_reentry,23545.51020408163,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-01,1.0,0.9500000000000001,SELL,two_close_floor,24824.95918367347,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-02,0.9500000000000001,1.0,BUY,daily_reentry,24118.408163265303,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-08,1.0,0.9500000000000001,SELL,two_close_floor,25206.877551020407,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-09,0.9500000000000001,1.0,BUY,daily_reentry,25588.795918367345,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-20,1.0,0.6,SELL,gap_floor,24500.32653061224,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-23,0.6,0.75,BUY,daily_reentry,24576.714285714283,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-24,0.75,0.9,BUY,daily_reentry,24347.551020408162,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-27,0.9,0.5,SELL,gap_floor,22533.42857142857,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-28,0.5,0.65,BUY,daily_reentry,22819.85714285714,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-29,0.65,0.8,BUY,daily_reentry,23488.224489795917,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-30,0.8,0.9500000000000001,BUY,daily_reentry,23201.795918367345,26913.999999999996,11342.38775510204,25563.061979793616
2012-08-31,0.9500000000000001,1.0,BUY,daily_reentry,23545.51020408163,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-03,1.0,0.75,SELL,gap_floor,23259.08163265306,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-04,0.75,0.9,BUY,daily_reentry,23259.08163265306,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-06,0.9,1.0,BUY,daily_reentry,22838.95918367347,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-10,1.0,0.75,SELL,gap_floor,23870.142857142855,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-11,0.75,0.9,BUY,daily_reentry,23984.734693877548,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-12,0.9,1.0,BUY,daily_reentry,24710.387755102038,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-17,1.0,0.9500000000000001,SELL,two_close_floor,25111.408163265303,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-18,0.9500000000000001,1.0,BUY,daily_reentry,25111.408163265303,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-24,1.0,0.9500000000000001,SELL,two_close_floor,25340.551020408162,26913.999999999996,11342.38775510204,25563.061979793616
2012-09-25,0.9500000000000001,1.0,BUY,daily_reentry,25340.551020408162,26913.999999999996,11342.38775510204,25563.061979793616
2012-10-11,1.0,0.8,SELL,two_close_floor,24901.346938775507,26913.999999999996,11342.38775510204,25563.061979793616
2012-10-15,0.8,0.9500000000000001,BUY,daily_reentry,24824.95918367347,26913.999999999996,11342.38775510204,25563.061979793616
2012-10-16,0.9500000000000001,1.0,BUY,daily_reentry,25397.836734693876,26913.999999999996,11342.38775510204,25563.061979793616
2012-10-18,1.0,0.9500000000000001,SELL,two_close_floor,25531.51020408163,26913.999999999996,11342.38775510204,25563.061979793616
2012-10-19,0.9500000000000001,1.0,BUY,daily_reentry,24863.142857142855,26913.999999999996,11342.38775510204,25563.061979793616
2012-10-25,1.0,0.9500000000000001,SELL,two_close_floor,25245.08163265306,26913.999999999996,11342.38775510204,25563.061979793616
2012-10-29,0.9500000000000001,1.0,BUY,daily_reentry,24805.85714285714,26913.999999999996,11342.38775510204,25563.061979793616
2012-11-01,1.0,0.75,SELL,gap_floor,24767.67346938775,26913.999999999996,11342.38775510204,25563.061979793616
2012-11-02,0.75,0.9,BUY,daily_reentry,25340.551020408162,26913.999999999996,11342.38775510204,25563.061979793616
2012-11-05,0.9,1.0,BUY,daily_reentry,25607.897959183672,26913.999999999996,11342.38775510204,25563.061979793616
2012-11-16,1.0,0.8,SELL,two_close_floor,24958.632653061224,26913.999999999996,11342.38775510204,25563.061979793616
2012-11-19,0.8,0.9500000000000001,BUY,daily_reentry,25436.040816326527,26913.999999999996,11342.38775510204,25563.061979793616
2012-11-20,0.9500000000000001,1.0,BUY,daily_reentry,26047.12244897959,26913.999999999996,11342.38775510204,25563.061979793616
2013-01-25,1.0,0.8,SELL,two_close_floor,27197.97959183673,30249.836734693876,11342.38775510204,28042.162220070375
2013-01-29,0.8,0.9500000000000001,BUY,daily_reentry,27044.42857142857,30249.836734693876,11342.38775510204,28062.190244226393
2013-01-30,0.9500000000000001,1.0,BUY,daily_reentry,27639.42857142857,30249.836734693876,11342.38775510204,28062.190244226393
2013-02-01,1.0,0.9500000000000001,SELL,two_close_floor,27658.63265306122,30249.836734693876,11342.38775510204,28062.190244226393
2013-02-04,0.9500000000000001,1.0,BUY,daily_reentry,27581.85714285714,30249.836734693876,11342.38775510204,28062.190244226393
2013-02-08,1.0,0.9500000000000001,SELL,two_close_floor,28061.693877551017,30249.836734693876,11342.38775510204,28062.190244226393
2013-02-12,0.9500000000000001,1.0,BUY,daily_reentry,28176.877551020407,30249.836734693876,11342.38775510204,28062.190244226393
2013-03-19,1.0,0.9500000000000001,SELL,two_close_floor,28311.224489795917,30249.836734693876,11342.38775510204,28402.28042810638
2013-03-20,0.9500000000000001,1.0,BUY,daily_reentry,28023.32653061224,30249.836734693876,11342.38775510204,28402.28042810638
2013-04-19,1.0,0.8,SELL,two_close_floor,28311.224489795917,30249.836734693876,11342.38775510204,28554.111832445295
2013-04-22,0.8,0.9500000000000001,BUY,daily_reentry,28848.67346938775,30249.836734693876,11342.38775510204,28554.111832445295
2013-04-23,0.9500000000000001,1.0,BUY,daily_reentry,28464.77551020408,30249.836734693876,11342.38775510204,28554.111832445295
2013-04-29,1.0,0.8,SELL,two_close_floor,28426.387755102038,30249.836734693876,11342.38775510204,28554.111832445295
2013-04-30,0.8,0.9500000000000001,BUY,daily_reentry,29174.959183673465,30249.836734693876,11342.38775510204,28554.111832445295
2013-05-02,0.9500000000000001,1.0,BUY,daily_reentry,29328.51020408163,30249.836734693876,11342.38775510204,28554.111832445295
2013-05-13,1.0,0.9500000000000001,SELL,two_close_floor,28349.61224489796,30249.836734693876,11342.38775510204,28554.111832445295
2013-05-14,0.9500000000000001,1.0,BUY,daily_reentry,28791.08163265306,30249.836734693876,11342.38775510204,28554.111832445295
2013-05-24,1.0,0.9500000000000001,SELL,two_close_floor,28522.367346938772,30249.836734693876,11342.38775510204,28694.636739089452
2013-05-27,0.9500000000000001,1.0,BUY,daily_reentry,28579.938775510203,30249.836734693876,11342.38775510204,28724.869265481408
2013-06-07,1.0,0.6,SELL,gap_floor,27389.918367346938,30249.836734693876,11342.38775510204,28758.45886300399
2013-06-14,0.6,0.35,SELL,gap_floor,26276.653061224486,30249.836734693876,11342.38775510204,28758.45886300399
2013-10-07,0.35,0.5,BUY,daily_reentry,27573.591836734693,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-08,0.5,0.65,BUY,daily_reentry,27458.387755102038,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-10,0.65,0.8,BUY,daily_reentry,27458.387755102038,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-11,0.8,0.9500000000000001,BUY,daily_reentry,27707.999999999996,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-14,0.9500000000000001,0.7000000000000001,SELL,gap_floor,27611.999999999996,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-15,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,27976.836734693876,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-16,0.8500000000000001,1.0,BUY,daily_reentry,27842.408163265303,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-21,1.0,0.75,SELL,gap_floor,28111.244897959183,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-22,0.75,0.9,BUY,daily_reentry,27938.42857142857,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-24,0.9,1.0,BUY,daily_reentry,27823.224489795917,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-28,1.0,0.75,SELL,gap_floor,28456.877551020407,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-29,0.75,0.9,BUY,daily_reentry,28610.489795918365,30249.836734693876,11342.38775510204,29215.979749186943
2013-10-30,0.9,1.0,BUY,daily_reentry,28802.489795918365,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-04,1.0,0.9500000000000001,SELL,two_close_floor,28783.306122448976,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-05,0.9500000000000001,1.0,BUY,daily_reentry,28514.4693877551,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-11,1.0,0.75,SELL,gap_floor,27419.97959183673,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-12,0.75,0.9,BUY,daily_reentry,27957.63265306122,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-14,0.9,1.0,BUY,daily_reentry,27343.16326530612,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-18,1.0,0.75,SELL,gap_floor,28303.26530612245,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-19,0.75,0.9,BUY,daily_reentry,28591.285714285714,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-20,0.9,1.0,BUY,daily_reentry,28226.448979591834,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-25,1.0,0.75,SELL,gap_floor,28130.448979591834,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-26,0.75,0.9,BUY,daily_reentry,28399.26530612245,30249.836734693876,11342.38775510204,29215.979749186943
2013-11-27,0.9,1.0,BUY,daily_reentry,28226.448979591834,30249.836734693876,11342.38775510204,29215.979749186943
2013-12-02,1.0,0.75,SELL,gap_floor,28168.836734693876,30249.836734693876,11342.38775510204,29215.979749186943
2013-12-05,0.75,0.9,BUY,daily_reentry,27650.387755102038,30249.836734693876,11342.38775510204,29215.979749186943
2013-12-09,0.9,0.65,SELL,gap_floor,27919.224489795917,30249.836734693876,11342.38775510204,29215.979749186943
2013-12-10,0.65,0.8,BUY,daily_reentry,27650.387755102038,30249.836734693876,11342.38775510204,29215.979749186943
2013-12-16,0.8,0.4,SELL,gap_floor,26882.32653061224,30249.836734693876,11342.38775510204,29215.979749186943
2013-12-19,0.4,0.55,BUY,daily_reentry,27400.77551020408,30249.836734693876,11342.38775510204,29215.979749186943
2013-12-20,0.55,0.7000000000000001,BUY,daily_reentry,27400.77551020408,30249.836734693876,11342.38775510204,29215.979749186943
2013-12-23,0.7000000000000001,0.5,SELL,gap_floor,27515.999999999996,30249.836734693876,11342.38775510204,29215.979749186943
2014-01-02,0.5,0.35,SELL,gap_floor,25383.77551020408,30249.836734693876,11342.38775510204,29215.979749186943
2014-03-31,0.35,0.5,BUY,daily_reentry,26043.08163265306,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-02,0.5,0.65,BUY,daily_reentry,26314.571428571428,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-03,0.65,0.8,BUY,daily_reentry,26954.51020408163,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-04,0.8,0.9500000000000001,BUY,daily_reentry,26760.571428571428,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-07,0.9500000000000001,0.7000000000000001,SELL,gap_floor,27090.244897959183,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-08,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,27032.061224489793,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-09,0.8500000000000001,1.0,BUY,daily_reentry,26586.061224489793,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-14,1.0,0.75,SELL,gap_floor,26566.67346938775,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-15,0.75,0.9,BUY,daily_reentry,26566.67346938775,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-16,0.9,1.0,BUY,daily_reentry,26760.571428571428,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-21,1.0,0.75,SELL,gap_floor,26760.571428571428,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-22,0.75,0.9,BUY,daily_reentry,26663.632653061224,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-23,0.9,1.0,BUY,daily_reentry,26935.102040816324,30249.836734693876,11342.38775510204,29304.115479705615
2014-04-28,1.0,0.75,SELL,gap_floor,26915.714285714283,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-08,0.75,0.35,SELL,gap_floor,26178.836734693876,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-12,0.35,0.5,BUY,daily_reentry,26915.714285714283,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-13,0.5,0.65,BUY,daily_reentry,27148.42857142857,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-14,0.65,0.8,BUY,daily_reentry,27439.285714285714,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-15,0.8,0.55,SELL,gap_floor,27342.32653061224,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-16,0.55,0.7000000000000001,BUY,daily_reentry,27691.387755102038,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-19,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,28079.224489795917,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-20,0.8500000000000001,1.0,BUY,daily_reentry,28137.408163265303,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-22,1.0,0.75,SELL,gap_floor,27652.61224489796,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-23,0.75,0.9,BUY,daily_reentry,27691.387755102038,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-28,0.9,1.0,BUY,daily_reentry,27788.346938775507,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-29,1.0,0.75,SELL,gap_floor,28311.918367346938,30249.836734693876,11342.38775510204,29304.115479705615
2014-05-30,0.75,0.9,BUY,daily_reentry,27982.26530612245,30249.836734693876,11342.38775510204,29304.115479705615
2014-06-02,0.9,1.0,BUY,daily_reentry,28214.95918367347,30249.836734693876,11342.38775510204,29304.115479705615
2014-06-09,1.0,0.6,SELL,gap_floor,27322.938775510203,30249.836734693876,11342.38775510204,29304.115479705615
2014-06-10,0.6,0.75,BUY,daily_reentry,27846.530612244896,30249.836734693876,11342.38775510204,29304.115479705615
2014-06-11,0.75,0.9,BUY,daily_reentry,27575.040816326527,30249.836734693876,11342.38775510204,29304.115479705615
2014-06-12,0.9,1.0,BUY,daily_reentry,27400.51020408163,30249.836734693876,11342.38775510204,29304.115479705615
2014-06-16,1.0,0.75,SELL,gap_floor,26644.224489795917,30249.836734693876,11342.38775510204,29304.115479705615
2014-06-17,0.75,0.9,BUY,daily_reentry,26644.224489795917,30249.836734693876,11342.38775510204,29304.115479705615
2014-06-23,0.9,0.5,SELL,gap_floor,25635.85714285714,30249.836734693876,11342.38775510204,29304.115479705615
2014-06-30,0.5,0.35,SELL,gap_floor,25645.551020408162,30249.836734693876,11342.38775510204,29304.115479705615
2014-07-29,0.35,0.5,BUY,daily_reentry,26887.08163265306,30249.836734693876,11342.38775510204,29304.115479705615
2014-07-30,0.5,0.65,BUY,daily_reentry,27061.67346938775,30249.836734693876,11342.38775510204,29304.115479705615
2014-08-04,0.65,0.35,SELL,gap_floor,25548.551020408162,30249.836734693876,11342.38775510204,29304.115479705615
2014-12-01,0.35,0.5,BUY,daily_reentry,25121.77551020408,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-03,0.5,0.65,BUY,daily_reentry,25179.95918367347,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-04,0.65,0.8,BUY,daily_reentry,25218.755102040814,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-05,0.8,0.9500000000000001,BUY,daily_reentry,25257.551020408162,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-08,0.9500000000000001,1.0,BUY,daily_reentry,25587.346938775507,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-09,1.0,0.75,SELL,gap_floor,26169.30612244898,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-10,0.75,0.9,BUY,daily_reentry,25548.551020408162,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-11,0.9,1.0,BUY,daily_reentry,25315.755102040814,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-16,1.0,0.6,SELL,gap_floor,24811.387755102038,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-19,0.6,0.75,BUY,daily_reentry,25761.938775510203,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-22,0.75,0.9,BUY,daily_reentry,26091.714285714283,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-23,0.9,0.65,SELL,gap_floor,25975.32653061224,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-24,0.65,0.8,BUY,daily_reentry,26052.918367346938,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-26,0.8,0.9500000000000001,BUY,daily_reentry,26227.51020408163,30249.836734693876,11342.38775510204,29433.601180918184
2014-12-29,0.9500000000000001,1.0,BUY,daily_reentry,26158.61224489796,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-02,1.0,0.75,SELL,gap_floor,26178.30612244898,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-05,0.75,0.9,BUY,daily_reentry,26237.346938775507,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-07,0.9,1.0,BUY,daily_reentry,25725.591836734693,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-09,1.0,0.75,SELL,gap_floor,25863.387755102038,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-12,0.75,0.9,BUY,daily_reentry,25902.734693877548,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-13,0.9,1.0,BUY,daily_reentry,26355.448979591834,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-16,1.0,0.75,SELL,gap_floor,25902.734693877548,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-19,0.75,0.9,BUY,daily_reentry,26434.183673469386,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-20,0.9,1.0,BUY,daily_reentry,27004.97959183673,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-23,1.0,0.75,SELL,gap_floor,27280.551020408162,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-26,0.75,0.9,BUY,daily_reentry,27339.591836734693,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-27,0.9,1.0,BUY,daily_reentry,27556.102040816324,30249.836734693876,11342.38775510204,29433.601180918184
2015-01-30,1.0,0.75,SELL,gap_floor,26867.20408163265,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-02,0.75,0.9,BUY,daily_reentry,26926.244897959183,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-03,0.9,1.0,BUY,daily_reentry,26886.897959183672,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-06,1.0,0.75,SELL,gap_floor,27004.97959183673,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-09,0.75,0.9,BUY,daily_reentry,27457.693877551017,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-10,0.9,1.0,BUY,daily_reentry,27123.08163265306,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-13,1.0,0.75,SELL,gap_floor,26788.4693877551,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-16,0.75,0.9,BUY,daily_reentry,27044.346938775507,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-17,0.9,1.0,BUY,daily_reentry,27103.408163265303,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-25,1.0,0.75,SELL,gap_floor,27142.77551020408,30249.836734693876,11342.38775510204,29433.601180918184
2015-02-26,0.75,0.9,BUY,daily_reentry,27064.040816326527,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-02,0.9,1.0,BUY,daily_reentry,28008.81632653061,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-04,1.0,0.75,SELL,gap_floor,28284.387755102038,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-05,0.75,0.9,BUY,daily_reentry,27989.142857142855,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-06,0.9,1.0,BUY,daily_reentry,28382.795918367345,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-11,1.0,0.9500000000000001,SELL,two_close_floor,29012.653061224486,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-12,0.9500000000000001,1.0,BUY,daily_reentry,28481.20408163265,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-20,1.0,0.9500000000000001,SELL,two_close_floor,28815.81632653061,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-23,0.9500000000000001,1.0,BUY,daily_reentry,28874.877551020407,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-27,1.0,0.6,SELL,gap_floor,27969.448979591834,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-30,0.6,0.75,BUY,daily_reentry,28107.224489795917,30249.836734693876,11342.38775510204,29433.601180918184
2015-03-31,0.75,0.9,BUY,daily_reentry,28363.102040816324,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-01,0.9,1.0,BUY,daily_reentry,28008.81632653061,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-03,1.0,0.75,SELL,gap_floor,28225.32653061224,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-06,0.75,0.9,BUY,daily_reentry,28933.918367346938,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-07,0.9,1.0,BUY,daily_reentry,28776.448979591834,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-10,1.0,0.9500000000000001,SELL,two_close_floor,29327.571428571428,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-13,0.9500000000000001,1.0,BUY,daily_reentry,29111.061224489793,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-17,1.0,0.75,SELL,gap_floor,28540.26530612245,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-21,0.75,0.9,BUY,daily_reentry,28422.16326530612,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-22,0.9,1.0,BUY,daily_reentry,28756.77551020408,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-24,1.0,0.6,SELL,gap_floor,27752.938775510203,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-29,0.6,0.75,BUY,daily_reentry,27260.85714285714,30249.836734693876,11342.38775510204,29433.601180918184
2015-04-30,0.75,0.9,BUY,daily_reentry,27752.938775510203,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-04,0.9,0.65,SELL,gap_floor,27556.102040816324,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-07,0.65,0.8,BUY,daily_reentry,26965.632653061224,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-12,0.8,0.4,SELL,gap_floor,26197.97959183673,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-13,0.4,0.55,BUY,daily_reentry,26237.346938775507,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-14,0.55,0.7000000000000001,BUY,daily_reentry,26375.142857142855,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-19,0.7000000000000001,0.5,SELL,gap_floor,26335.77551020408,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-20,0.5,0.65,BUY,daily_reentry,26886.897959183672,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-21,0.65,0.8,BUY,daily_reentry,26611.32653061224,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-22,0.8,0.9500000000000001,BUY,daily_reentry,26571.95918367347,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-26,0.9500000000000001,1.0,BUY,daily_reentry,26808.16326530612,30249.836734693876,11342.38775510204,29433.601180918184
2015-05-27,1.0,0.6,SELL,gap_floor,25863.387755102038,30249.836734693876,11342.38775510204,29433.601180918184
2015-06-02,0.6,0.75,BUY,daily_reentry,25646.85714285714,30249.836734693876,11342.38775510204,29433.601180918184
2015-06-03,0.75,0.35,SELL,gap_floor,25056.367346938772,30249.836734693876,11342.38775510204,29433.601180918184
2015-06-04,0.35,0.5,BUY,daily_reentry,26316.08163265306,30249.836734693876,11342.38775510204,29433.601180918184
2015-06-05,0.5,0.65,BUY,daily_reentry,26394.81632653061,30249.836734693876,11342.38775510204,29433.601180918184
2015-06-08,0.65,0.8,BUY,daily_reentry,25863.387755102038,30249.836734693876,11342.38775510204,29433.601180918184
2015-06-10,0.8,0.4,SELL,gap_floor,24839.85714285714,30249.836734693876,11342.38775510204,29433.601180918184
2015-06-17,0.4,0.35,SELL,gap_floor,24682.408163265303,30249.836734693876,11342.38775510204,29433.601180918184
2015-06-23,0.35,0.5,BUY,daily_reentry,26001.16326530612,30249.836734693876,11342.38775510204,29433.601180918184
2015-06-24,0.5,0.35,SELL,gap_floor,25627.183673469386,30249.836734693876,11342.38775510204,29433.601180918184
2015-10-27,0.35,0.5,BUY,daily_reentry,25568.448979591834,30249.836734693876,11342.38775510204,29433.601180918184
2015-10-28,0.5,0.65,BUY,daily_reentry,25765.448979591834,30249.836734693876,11342.38775510204,29433.601180918184
2015-10-29,0.65,0.8,BUY,daily_reentry,26100.30612244898,30249.836734693876,11342.38775510204,29433.601180918184
2015-10-30,0.8,0.9500000000000001,BUY,daily_reentry,27026.142857142855,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-02,0.9500000000000001,0.7000000000000001,SELL,gap_floor,27242.81632653061,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-03,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,26632.16326530612,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-04,0.8500000000000001,1.0,BUY,daily_reentry,26198.795918367345,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-09,1.0,0.75,SELL,gap_floor,26474.571428571428,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-11,0.75,0.9,BUY,daily_reentry,26257.897959183672,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-16,0.9,0.5,SELL,gap_floor,24879.020408163262,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-23,0.5,0.35,SELL,gap_floor,25253.285714285714,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-24,0.35,0.5,BUY,daily_reentry,25588.142857142855,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-25,0.5,0.65,BUY,daily_reentry,25588.142857142855,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-26,0.65,0.8,BUY,daily_reentry,26297.30612244898,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-27,0.8,0.9500000000000001,BUY,daily_reentry,26139.714285714283,30249.836734693876,11342.38775510204,29433.601180918184
2015-11-30,0.9500000000000001,0.55,SELL,gap_floor,25292.67346938775,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-01,0.55,0.7000000000000001,BUY,daily_reentry,26021.51020408163,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-02,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,25607.85714285714,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-07,0.8500000000000001,0.45000000000000007,SELL,gap_floor,24859.30612244898,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-14,0.45000000000000007,0.35,SELL,gap_floor,24839.61224489796,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-16,0.35,0.5,BUY,daily_reentry,25588.142857142855,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-17,0.5,0.65,BUY,daily_reentry,25410.877551020407,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-21,0.65,0.35,SELL,gap_floor,25213.897959183672,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-22,0.35,0.5,BUY,daily_reentry,25450.26530612245,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-23,0.5,0.65,BUY,daily_reentry,25509.367346938772,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-24,0.65,0.8,BUY,daily_reentry,25312.387755102038,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-29,0.8,0.4,SELL,gap_floor,25098.224489795917,30249.836734693876,11342.38775510204,29433.601180918184
2015-12-30,0.4,0.55,BUY,daily_reentry,25218.30612244898,30249.836734693876,11342.38775510204,29433.601180918184
2016-01-07,0.55,0.35,SELL,gap_floor,23276.897959183672,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-03,0.35,0.5,BUY,daily_reentry,24417.734693877548,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-04,0.5,0.65,BUY,daily_reentry,24317.65306122449,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-07,0.65,0.8,BUY,daily_reentry,24477.77551020408,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-09,0.8,0.4,SELL,gap_floor,23897.346938775507,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-10,0.4,0.55,BUY,daily_reentry,24517.795918367345,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-11,0.55,0.7000000000000001,BUY,daily_reentry,24998.16326530612,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-14,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,25118.244897959183,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-15,0.8500000000000001,1.0,BUY,daily_reentry,25078.20408163265,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-16,1.0,0.75,SELL,gap_floor,25138.244897959183,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-17,0.75,0.9,BUY,daily_reentry,25278.367346938772,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-18,0.9,1.0,BUY,daily_reentry,25478.51020408163,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-23,1.0,0.75,SELL,gap_floor,25598.591836734693,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-24,0.75,0.9,BUY,daily_reentry,25658.632653061224,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-25,0.9,1.0,BUY,daily_reentry,25778.714285714283,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-30,1.0,0.75,SELL,gap_floor,26179.020408163262,30249.836734693876,11342.38775510204,29433.601180918184
2016-03-31,0.75,0.9,BUY,daily_reentry,26259.061224489793,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-04,0.9,1.0,BUY,daily_reentry,26118.95918367347,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-06,1.0,0.75,SELL,gap_floor,25718.67346938775,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-07,0.75,0.9,BUY,daily_reentry,25398.448979591834,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-11,0.9,1.0,BUY,daily_reentry,25338.408163265303,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-14,1.0,0.75,SELL,gap_floor,26018.897959183672,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-15,0.75,0.9,BUY,daily_reentry,26018.897959183672,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-18,0.9,1.0,BUY,daily_reentry,25998.877551020407,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-21,1.0,0.75,SELL,gap_floor,25898.81632653061,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-25,0.75,0.9,BUY,daily_reentry,25638.61224489796,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-26,0.9,1.0,BUY,daily_reentry,25938.836734693876,30249.836734693876,11342.38775510204,29433.601180918184
2016-04-28,1.0,0.6,SELL,gap_floor,25318.387755102038,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-02,0.6,0.75,BUY,daily_reentry,25018.16326530612,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-03,0.75,0.9,BUY,daily_reentry,25238.32653061224,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-04,0.9,1.0,BUY,daily_reentry,25818.755102040814,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-09,1.0,0.75,SELL,gap_floor,25998.877551020407,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-10,0.75,0.9,BUY,daily_reentry,25938.836734693876,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-11,0.9,1.0,BUY,daily_reentry,25858.77551020408,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-16,1.0,0.6,SELL,gap_floor,24978.142857142855,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-17,0.6,0.75,BUY,daily_reentry,25298.367346938772,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-18,0.75,0.9,BUY,daily_reentry,25378.42857142857,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-19,0.9,1.0,BUY,daily_reentry,25418.4693877551,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-23,1.0,0.75,SELL,gap_floor,25738.693877551017,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-24,0.75,0.9,BUY,daily_reentry,25438.4693877551,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-25,0.9,1.0,BUY,daily_reentry,25918.81632653061,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-30,1.0,0.75,SELL,gap_floor,25618.61224489796,30249.836734693876,11342.38775510204,29433.601180918184
2016-05-31,0.75,0.9,BUY,daily_reentry,25858.77551020408,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-01,0.9,1.0,BUY,daily_reentry,26679.367346938772,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-07,1.0,0.75,SELL,gap_floor,27980.32653061224,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-08,0.75,0.9,BUY,daily_reentry,28140.42857142857,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-09,0.9,1.0,BUY,daily_reentry,28620.795918367345,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-14,1.0,0.75,SELL,gap_floor,27620.061224489793,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-15,0.75,0.9,BUY,daily_reentry,28280.530612244896,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-16,0.9,1.0,BUY,daily_reentry,28200.4693877551,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-21,1.0,0.9500000000000001,SELL,two_close_floor,28981.040816326527,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-22,0.9500000000000001,1.0,BUY,daily_reentry,28920.999999999996,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-28,1.0,0.75,SELL,gap_floor,28000.32653061224,30249.836734693876,11342.38775510204,29433.601180918184
2016-06-30,0.75,0.9,BUY,daily_reentry,28541.12244897959,30249.836734693876,11342.38775510204,29433.601180918184
2016-07-01,0.9,1.0,BUY,daily_reentry,29362.306122448976,30249.836734693876,11342.38775510204,29433.601180918184
2016-07-05,1.0,0.9500000000000001,SELL,two_close_floor,29422.387755102038,30249.836734693876,11342.38775510204,29433.601180918184
2016-07-06,0.9500000000000001,1.0,BUY,daily_reentry,28460.999999999996,30249.836734693876,11342.38775510204,29433.601180918184
2016-09-12,1.0,0.6,SELL,gap_floor,29342.26530612245,33788.67346938775,11342.38775510204,31490.66851010496
2016-09-13,0.6,0.75,BUY,daily_reentry,30584.061224489793,33788.67346938775,11342.38775510204,31490.66851010496
2016-09-19,0.75,0.9,BUY,daily_reentry,31204.959183673465,33788.67346938775,11342.38775510204,31490.66851010496
2016-09-20,0.9,1.0,BUY,daily_reentry,31745.734693877548,33788.67346938775,11342.38775510204,31490.66851010496
2016-09-26,1.0,0.9500000000000001,SELL,two_close_floor,31405.244897959183,33788.67346938775,11342.38775510204,31490.66851010496
2016-09-27,0.9500000000000001,1.0,BUY,daily_reentry,31425.26530612245,33788.67346938775,11342.38775510204,31490.66851010496
2016-10-12,1.0,0.8,SELL,two_close_floor,30744.28571428571,34169.22448979592,11342.38775510204,31490.66851010496
2016-10-13,0.8,0.9500000000000001,BUY,daily_reentry,31184.918367346938,34169.22448979592,11342.38775510204,31490.66851010496
2016-10-14,0.9500000000000001,1.0,BUY,daily_reentry,31585.489795918365,34169.22448979592,11342.38775510204,31490.66851010496
2016-11-15,1.0,0.8,SELL,two_close_floor,30824.408163265303,34169.22448979592,11342.38775510204,31772.624510063557
2016-11-16,0.8,0.9500000000000001,BUY,daily_reentry,31204.959183673465,34169.22448979592,11342.38775510204,31816.405912220915
2016-11-17,0.9500000000000001,1.0,BUY,daily_reentry,31405.244897959183,34169.22448979592,11342.38775510204,31817.449455882583
2017-07-31,1.0,0.9500000000000001,SELL,two_close_floor,49050.428571428565,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-01,0.9500000000000001,1.0,BUY,daily_reentry,49457.489795918365,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-07,1.0,0.8,SELL,two_close_floor,48419.489795918365,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-08,0.8,0.9500000000000001,BUY,daily_reentry,48561.95918367347,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-14,0.9500000000000001,0.7000000000000001,SELL,gap_floor,45793.95918367347,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-16,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,47015.142857142855,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-17,0.8500000000000001,1.0,BUY,daily_reentry,47869.95918367347,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-22,1.0,0.9500000000000001,SELL,two_close_floor,47829.26530612245,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-23,0.9500000000000001,1.0,BUY,daily_reentry,48317.734693877544,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-29,1.0,0.6,SELL,gap_floor,46893.02040816326,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-30,0.6,0.75,BUY,daily_reentry,47015.142857142855,52103.36734693877,11342.38775510204,49514.70717656707
2017-08-31,0.75,0.9,BUY,daily_reentry,47137.26530612245,52103.36734693877,11342.38775510204,49514.70717656707
2017-09-01,0.9,1.0,BUY,daily_reentry,47300.081632653055,52103.36734693877,11342.38775510204,49514.70717656707
2017-09-05,1.0,0.75,SELL,gap_floor,47585.02040816326,52103.36734693877,11342.38775510204,49514.70717656707
2017-09-06,0.75,0.9,BUY,daily_reentry,47829.26530612245,52103.36734693877,11342.38775510204,49514.70717656707
2017-09-07,0.9,1.0,BUY,daily_reentry,48969.02040816326,52103.36734693877,11342.38775510204,49514.70717656707
2017-11-28,1.0,0.9500000000000001,SELL,two_close_floor,54367.3469387755,58387.755102040814,11342.38775510204,54742.642468460326
2017-12-01,0.9500000000000001,1.0,BUY,daily_reentry,51877.55102040816,58387.755102040814,11342.38775510204,54913.29159441004
2017-12-05,1.0,0.75,SELL,gap_floor,52306.122448979586,58387.755102040814,11342.38775510204,54913.29159441004
2017-12-07,0.75,0.9,BUY,daily_reentry,51775.51020408163,58387.755102040814,11342.38775510204,54962.05416199475
2017-12-08,0.9,1.0,BUY,daily_reentry,53061.22448979592,58387.755102040814,11342.38775510204,54962.05416199475
2017-12-12,1.0,0.75,SELL,gap_floor,53163.26530612245,58387.755102040814,11342.38775510204,54962.05416199475
2017-12-13,0.75,0.9,BUY,daily_reentry,52367.3469387755,58387.755102040814,11342.38775510204,54962.05416199475
2017-12-14,0.9,1.0,BUY,daily_reentry,52102.040816326524,58387.755102040814,11342.38775510204,54962.05416199475
2017-12-19,1.0,0.75,SELL,gap_floor,52612.24489795918,58387.755102040814,11342.38775510204,54962.05416199475
2017-12-22,0.75,0.9,BUY,daily_reentry,50714.28571428571,58387.755102040814,11342.38775510204,54962.05416199475
2017-12-27,0.9,1.0,BUY,daily_reentry,50367.3469387755,58387.755102040814,11342.38775510204,54962.05416199475
2017-12-28,1.0,0.75,SELL,gap_floor,51999.99999999999,58387.755102040814,11342.38775510204,54962.05416199475
2018-01-01,0.75,0.9,BUY,daily_reentry,51999.99999999999,58387.755102040814,11342.38775510204,54962.05416199475
2018-01-02,0.9,1.0,BUY,daily_reentry,52061.22448979592,58387.755102040814,11342.38775510204,54962.05416199475
2018-01-05,1.0,0.75,SELL,gap_floor,53183.67346938775,58387.755102040814,11342.38775510204,54962.05416199475
2018-01-08,0.75,0.9,BUY,daily_reentry,53081.63265306122,58387.755102040814,11342.38775510204,54962.05416199475
2018-01-12,0.9,0.5,SELL,gap_floor,49183.67346938775,58387.755102040814,11342.38775510204,54984.576887479365
2018-01-16,0.5,0.65,BUY,daily_reentry,51020.4081632653,58387.755102040814,11342.38775510204,54984.576887479365
2018-01-17,0.65,0.8,BUY,daily_reentry,50632.65306122448,58387.755102040814,11342.38775510204,54984.576887479365
2018-01-18,0.8,0.9500000000000001,BUY,daily_reentry,50918.36734693877,58387.755102040814,11342.38775510204,54984.576887479365
2018-01-19,0.9500000000000001,0.7000000000000001,SELL,gap_floor,50326.5306122449,58387.755102040814,11342.38775510204,54984.576887479365
2018-01-23,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,50163.26530612245,58387.755102040814,11342.38775510204,54984.576887479365
2018-01-24,0.8500000000000001,1.0,BUY,daily_reentry,50346.9387755102,58387.755102040814,11342.38775510204,54984.576887479365
2018-01-26,1.0,0.75,SELL,gap_floor,51816.32653061224,58387.755102040814,11342.38775510204,54984.576887479365
2018-01-29,0.75,0.9,BUY,daily_reentry,52265.30612244897,58387.755102040814,11342.38775510204,54984.576887479365
2018-01-30,0.9,1.0,BUY,daily_reentry,50816.32653061224,58387.755102040814,11342.38775510204,54984.576887479365
2018-02-02,1.0,0.6,SELL,gap_floor,48673.469387755096,58387.755102040814,11342.38775510204,54984.576887479365
2018-02-09,0.6,0.35,SELL,gap_floor,45612.24489795918,58387.755102040814,11342.38775510204,54984.576887479365
2018-03-09,0.35,0.5,BUY,daily_reentry,50755.102040816324,58387.755102040814,11342.38775510204,55500.722953676355
2018-03-13,0.5,0.65,BUY,daily_reentry,52714.28571428571,58387.755102040814,11342.38775510204,55500.722953676355
2018-03-14,0.65,0.8,BUY,daily_reentry,52816.32653061224,58387.755102040814,11342.38775510204,55500.722953676355
2018-03-15,0.8,0.9500000000000001,BUY,daily_reentry,52591.836734693876,58387.755102040814,11342.38775510204,55500.722953676355
2018-03-16,0.9500000000000001,1.0,BUY,daily_reentry,52183.67346938775,58387.755102040814,11342.38775510204,55500.722953676355
2018-03-19,1.0,0.75,SELL,gap_floor,51775.51020408163,58387.755102040814,11342.38775510204,55500.722953676355
2018-03-20,0.75,0.9,BUY,daily_reentry,52244.89795918367,58387.755102040814,11342.38775510204,55500.722953676355
2018-03-21,0.9,1.0,BUY,daily_reentry,52102.040816326524,58387.755102040814,11342.38775510204,55500.722953676355
2018-03-26,1.0,0.75,SELL,gap_floor,51306.122448979586,58387.755102040814,11342.38775510204,55500.722953676355
2018-03-27,0.75,0.9,BUY,daily_reentry,50999.99999999999,58387.755102040814,11342.38775510204,55500.722953676355
2018-04-02,0.9,0.5,SELL,gap_floor,49530.61224489796,58387.755102040814,11342.38775510204,55500.722953676355
2018-04-09,0.5,0.35,SELL,gap_floor,49200.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-04-18,0.35,0.5,BUY,daily_reentry,51360.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-04-19,0.5,0.65,BUY,daily_reentry,52780.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-04-20,0.65,0.8,BUY,daily_reentry,51620.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-04-23,0.8,0.55,SELL,gap_floor,51900.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-04-26,0.55,0.7000000000000001,BUY,daily_reentry,52140.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-04-27,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,53000.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-04-30,0.8500000000000001,0.6000000000000001,SELL,gap_floor,53000.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-02,0.6000000000000001,0.7500000000000001,BUY,daily_reentry,53000.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-03,0.7500000000000001,0.9000000000000001,BUY,daily_reentry,53000.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-08,0.9000000000000001,1.0,BUY,daily_reentry,52600.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-09,1.0,0.6,SELL,gap_floor,50900.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-10,0.6,0.75,BUY,daily_reentry,51600.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-17,0.75,0.35,SELL,gap_floor,49400.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-23,0.35,0.5,BUY,daily_reentry,51800.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-24,0.5,0.65,BUY,daily_reentry,51400.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-25,0.65,0.5,SELL,gap_floor,52700.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-05-28,0.5,0.65,BUY,daily_reentry,52300.0,58387.755102040814,11342.38775510204,55500.722953676355
2018-06-01,0.65,0.35,SELL,gap_floor,51300.0,58387.755102040814,11342.38775510204,55500.722953676355
2019-01-30,0.35,0.5,BUY,daily_reentry,46400.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-01-31,0.5,0.65,BUY,daily_reentry,46150.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-01,0.65,0.8,BUY,daily_reentry,46350.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-07,0.8,0.9500000000000001,BUY,daily_reentry,46200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-08,0.9500000000000001,0.55,SELL,gap_floor,44800.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-12,0.55,0.7000000000000001,BUY,daily_reentry,46050.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-13,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,46200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-14,0.8500000000000001,1.0,BUY,daily_reentry,47500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-15,1.0,0.75,SELL,gap_floor,46050.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-18,0.75,0.9,BUY,daily_reentry,46200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-20,0.9,1.0,BUY,daily_reentry,46900.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-22,1.0,0.75,SELL,gap_floor,47150.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-25,0.75,0.9,BUY,daily_reentry,47350.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-02-26,0.9,1.0,BUY,daily_reentry,46750.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-03-04,1.0,0.6,SELL,gap_floor,44850.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-03-11,0.6,0.35,SELL,gap_floor,43650.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-03-21,0.35,0.5,BUY,daily_reentry,45850.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-03-22,0.5,0.65,BUY,daily_reentry,46550.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-03-25,0.65,0.5,SELL,gap_floor,45500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-03-26,0.5,0.65,BUY,daily_reentry,45250.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-03-27,0.65,0.8,BUY,daily_reentry,45350.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-02,0.8,0.55,SELL,gap_floor,45750.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-03,0.55,0.7000000000000001,BUY,daily_reentry,46600.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-04,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,46950.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-05,0.8500000000000001,1.0,BUY,daily_reentry,46850.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-09,1.0,0.75,SELL,gap_floor,46650.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-10,0.75,0.9,BUY,daily_reentry,46700.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-12,0.9,1.0,BUY,daily_reentry,46850.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-16,1.0,0.75,SELL,gap_floor,47250.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-17,0.75,0.9,BUY,daily_reentry,47050.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-22,0.9,1.0,BUY,daily_reentry,45350.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-23,1.0,0.6,SELL,gap_floor,45200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-26,0.6,0.75,BUY,daily_reentry,44850.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-29,0.75,0.9,BUY,daily_reentry,46150.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-04-30,0.9,0.65,SELL,gap_floor,45850.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-05-02,0.65,0.8,BUY,daily_reentry,45900.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-05-03,0.8,0.9500000000000001,BUY,daily_reentry,45300.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-05-09,0.9500000000000001,0.55,SELL,gap_floor,42450.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-05-17,0.55,0.35,SELL,gap_floor,41200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-07,0.35,0.5,BUY,daily_reentry,44200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-11,0.5,0.65,BUY,daily_reentry,44850.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-12,0.65,0.8,BUY,daily_reentry,44600.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-14,0.8,0.9500000000000001,BUY,daily_reentry,44000.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-17,0.9500000000000001,0.7000000000000001,SELL,gap_floor,43900.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-18,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,44350.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-19,0.8500000000000001,1.0,BUY,daily_reentry,45350.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-24,1.0,0.75,SELL,gap_floor,45500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-25,0.75,0.9,BUY,daily_reentry,45600.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-06-26,0.9,1.0,BUY,daily_reentry,45700.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-01,1.0,0.75,SELL,gap_floor,46600.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-02,0.75,0.9,BUY,daily_reentry,46250.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-04,0.9,1.0,BUY,daily_reentry,46000.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-08,1.0,0.6,SELL,gap_floor,44400.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-09,0.6,0.75,BUY,daily_reentry,45100.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-10,0.75,0.9,BUY,daily_reentry,45550.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-11,0.9,1.0,BUY,daily_reentry,46200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-15,1.0,0.75,SELL,gap_floor,46450.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-16,0.75,0.9,BUY,daily_reentry,46850.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-17,0.9,1.0,BUY,daily_reentry,46050.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-22,1.0,0.75,SELL,gap_floor,47200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-23,0.75,0.9,BUY,daily_reentry,47300.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-24,0.9,1.0,BUY,daily_reentry,46400.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-29,1.0,0.6,SELL,gap_floor,46100.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-07-30,0.6,0.75,BUY,daily_reentry,46550.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-08-05,0.75,0.35,SELL,gap_floor,43950.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-08-20,0.35,0.5,BUY,daily_reentry,44450.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-08-21,0.5,0.65,BUY,daily_reentry,44500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-08-22,0.65,0.8,BUY,daily_reentry,44050.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-08-27,0.8,0.55,SELL,gap_floor,44050.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-08-28,0.55,0.7000000000000001,BUY,daily_reentry,44150.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-08-30,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,44000.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-03,0.8500000000000001,0.45000000000000007,SELL,gap_floor,43250.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-04,0.45000000000000007,0.6000000000000001,BUY,daily_reentry,44100.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-05,0.6000000000000001,0.7500000000000001,BUY,daily_reentry,45700.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-06,0.7500000000000001,0.9000000000000001,BUY,daily_reentry,46300.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-09,0.9000000000000001,1.0,BUY,daily_reentry,46900.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-10,1.0,0.75,SELL,gap_floor,47000.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-11,0.75,0.9,BUY,daily_reentry,47150.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-16,0.9,1.0,BUY,daily_reentry,47100.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-19,1.0,0.75,SELL,gap_floor,49150.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-20,0.75,0.9,BUY,daily_reentry,49200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-23,0.9,1.0,BUY,daily_reentry,49300.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-26,1.0,0.75,SELL,gap_floor,49200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-09-30,0.75,0.9,BUY,daily_reentry,49050.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-01,0.9,1.0,BUY,daily_reentry,48850.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-04,1.0,0.75,SELL,gap_floor,48000.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-07,0.75,0.9,BUY,daily_reentry,47750.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-08,0.9,1.0,BUY,daily_reentry,48900.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-14,1.0,0.75,SELL,gap_floor,50000.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-15,0.75,0.9,BUY,daily_reentry,50100.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-16,0.9,1.0,BUY,daily_reentry,50700.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-21,1.0,0.75,SELL,gap_floor,50300.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-22,0.75,0.9,BUY,daily_reentry,51200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-23,0.9,1.0,BUY,daily_reentry,51200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-28,1.0,0.75,SELL,gap_floor,51300.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-10-29,0.75,0.9,BUY,daily_reentry,51100.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-01,0.9,1.0,BUY,daily_reentry,51200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-04,1.0,0.75,SELL,gap_floor,52300.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-05,0.75,0.9,BUY,daily_reentry,52700.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-06,0.9,1.0,BUY,daily_reentry,53300.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-11,1.0,0.6,SELL,gap_floor,51600.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-12,0.6,0.75,BUY,daily_reentry,52600.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-13,0.75,0.9,BUY,daily_reentry,52500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-14,0.9,1.0,BUY,daily_reentry,52800.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-18,1.0,0.75,SELL,gap_floor,53500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-19,0.75,0.9,BUY,daily_reentry,53500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-22,0.9,1.0,BUY,daily_reentry,51600.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-25,1.0,0.75,SELL,gap_floor,51800.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-26,0.75,0.9,BUY,daily_reentry,51800.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-11-27,0.9,1.0,BUY,daily_reentry,52200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-02,1.0,0.75,SELL,gap_floor,50400.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-05,0.75,0.9,BUY,daily_reentry,49500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-06,0.9,1.0,BUY,daily_reentry,50400.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-09,1.0,0.75,SELL,gap_floor,51200.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-10,0.75,0.9,BUY,daily_reentry,51500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-11,0.9,1.0,BUY,daily_reentry,51900.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-16,1.0,0.75,SELL,gap_floor,54700.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-17,0.75,0.9,BUY,daily_reentry,56700.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-18,0.9,1.0,BUY,daily_reentry,56300.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-23,1.0,0.9500000000000001,SELL,two_close_floor,55500.0,58387.755102040814,11342.38775510204,56936.673286843776
2019-12-26,0.9500000000000001,1.0,BUY,daily_reentry,55400.0,58387.755102040814,11342.38775510204,56936.673286843776
2020-01-02,1.0,0.75,SELL,gap_floor,55200.0,58387.755102040814,11342.38775510204,56936.673286843776
2020-01-03,0.75,0.9,BUY,daily_reentry,55500.0,58387.755102040814,11342.38775510204,56936.673286843776
2020-01-06,0.9,1.0,BUY,daily_reentry,55500.0,58387.755102040814,11342.38775510204,56936.673286843776
2020-01-31,1.0,0.8,SELL,two_close_floor,56400.0,62400.0,11342.38775510204,58120.72643616914
2020-02-03,0.8,0.9500000000000001,BUY,daily_reentry,57200.0,62400.0,11342.38775510204,58120.72643616914
2020-02-04,0.9500000000000001,1.0,BUY,daily_reentry,58900.0,62400.0,11342.38775510204,58120.72643616914
2020-02-25,1.0,0.9500000000000001,SELL,two_close_floor,57900.0,62400.0,11342.38775510204,58120.72643616914
2020-03-02,0.9500000000000001,1.0,BUY,daily_reentry,55000.0,62400.0,11342.38775510204,58120.72643616914
2020-03-03,1.0,0.75,SELL,gap_floor,55400.0,62400.0,11342.38775510204,58120.72643616914
2020-03-04,0.75,0.9,BUY,daily_reentry,57400.0,62400.0,11342.38775510204,58120.72643616914
2020-03-05,0.9,1.0,BUY,daily_reentry,57800.0,62400.0,11342.38775510204,58120.72643616914
2020-03-10,1.0,0.6,SELL,gap_floor,54600.0,62400.0,11342.38775510204,58120.72643616914
2020-03-17,0.6,0.35,SELL,gap_floor,47300.0,62400.0,11342.38775510204,58412.31597103855
2020-04-17,0.35,0.5,BUY,daily_reentry,51400.0,62400.0,11342.38775510204,58944.0
2020-04-22,0.5,0.35,SELL,gap_floor,49850.0,62400.0,11342.38775510204,59038.99688737459
2020-06-03,0.35,0.5,BUY,daily_reentry,54500.0,62400.0,11342.38775510204,60501.51532456996
2020-06-04,0.5,0.65,BUY,daily_reentry,54600.0,62400.0,11342.38775510204,60501.51532456996
2020-06-05,0.65,0.8,BUY,daily_reentry,55500.0,62400.0,11342.38775510204,60501.51532456996
2020-06-08,0.8,0.55,SELL,gap_floor,54900.0,62400.0,11342.38775510204,60501.51532456996
2020-06-09,0.55,0.7000000000000001,BUY,daily_reentry,55500.0,62400.0,11342.38775510204,60501.51532456996
2020-06-10,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,55400.0,62400.0,11342.38775510204,60501.51532456996
2020-06-15,0.8500000000000001,0.45000000000000007,SELL,gap_floor,49900.0,62400.0,11342.38775510204,60501.51532456996
2020-06-16,0.45000000000000007,0.6000000000000001,BUY,daily_reentry,52100.0,62400.0,11342.38775510204,60501.51532456996
2020-06-17,0.6000000000000001,0.7500000000000001,BUY,daily_reentry,52200.0,62400.0,11342.38775510204,60501.51532456996
2020-06-18,0.7500000000000001,0.9000000000000001,BUY,daily_reentry,52300.0,62400.0,11342.38775510204,60501.51532456996
2020-06-19,0.9000000000000001,1.0,BUY,daily_reentry,52900.0,62400.0,11342.38775510204,60501.51532456996
2020-06-22,1.0,0.6,SELL,gap_floor,52000.0,62400.0,11342.38775510204,60501.51532456996
2020-06-24,0.6,0.75,BUY,daily_reentry,52900.0,62400.0,11342.38775510204,60501.51532456996
2020-06-26,0.75,0.9,BUY,daily_reentry,53300.0,62400.0,11342.38775510204,60501.51532456996
2020-06-29,0.9,0.65,SELL,gap_floor,52400.0,62400.0,11342.38775510204,60501.51532456996
2020-06-30,0.65,0.8,BUY,daily_reentry,52800.0,62400.0,11342.38775510204,60501.51532456996
2020-07-01,0.8,0.9500000000000001,BUY,daily_reentry,52600.0,62400.0,11342.38775510204,60501.51532456996
2020-07-02,0.9500000000000001,1.0,BUY,daily_reentry,52900.0,62400.0,11342.38775510204,60501.51532456996
2020-07-06,1.0,0.75,SELL,gap_floor,55000.0,62400.0,11342.38775510204,60501.51532456996
2020-07-07,0.75,0.9,BUY,daily_reentry,53400.0,62400.0,11342.38775510204,60501.51532456996
2020-07-08,0.9,1.0,BUY,daily_reentry,53000.0,62400.0,11342.38775510204,60501.51532456996
2020-07-13,1.0,0.75,SELL,gap_floor,53400.0,62400.0,11342.38775510204,60501.51532456996
2020-07-14,0.75,0.9,BUY,daily_reentry,53800.0,62400.0,11342.38775510204,60501.51532456996
2020-07-15,0.9,1.0,BUY,daily_reentry,54700.0,62400.0,11342.38775510204,60501.51532456996
2020-07-20,1.0,0.75,SELL,gap_floor,54200.0,62400.0,11342.38775510204,60501.51532456996
2020-07-21,0.75,0.9,BUY,daily_reentry,55300.0,62400.0,11342.38775510204,60501.51532456996
2020-07-22,0.9,1.0,BUY,daily_reentry,54700.0,62400.0,11342.38775510204,60501.51532456996
2020-07-27,1.0,0.75,SELL,gap_floor,55600.0,62400.0,11342.38775510204,60501.51532456996
2020-07-28,0.75,0.9,BUY,daily_reentry,58600.0,62400.0,11342.38775510204,60501.51532456996
2020-07-29,0.9,1.0,BUY,daily_reentry,59000.0,62400.0,11342.38775510204,60501.51532456996
2020-08-03,1.0,0.75,SELL,gap_floor,56800.0,62400.0,11342.38775510204,60501.51532456996
2020-08-04,0.75,0.9,BUY,daily_reentry,57300.0,62400.0,11342.38775510204,60501.51532456996
2020-08-05,0.9,1.0,BUY,daily_reentry,56900.0,62400.0,11342.38775510204,60501.51532456996
2020-08-10,1.0,0.75,SELL,gap_floor,57800.0,62400.0,11342.38775510204,60501.51532456996
2020-08-11,0.75,0.9,BUY,daily_reentry,58200.0,62400.0,11342.38775510204,60501.51532456996
2020-08-12,0.9,1.0,BUY,daily_reentry,59000.0,62400.0,11342.38775510204,60501.51532456996
2020-08-18,1.0,0.75,SELL,gap_floor,58400.0,62400.0,11342.38775510204,60501.51532456996
2020-08-21,0.75,0.9,BUY,daily_reentry,55900.0,62400.0,11342.38775510204,60501.51532456996
2020-08-24,0.9,1.0,BUY,daily_reentry,56100.0,62400.0,11342.38775510204,60501.51532456996
2020-08-25,1.0,0.75,SELL,gap_floor,56400.0,62400.0,11342.38775510204,60501.51532456996
2020-08-26,0.75,0.9,BUY,daily_reentry,56400.0,62400.0,11342.38775510204,60501.51532456996
2020-08-27,0.9,1.0,BUY,daily_reentry,55600.0,62400.0,11342.38775510204,60501.51532456996
2020-09-01,1.0,0.75,SELL,gap_floor,54200.0,62400.0,11342.38775510204,60501.51532456996
2020-09-02,0.75,0.9,BUY,daily_reentry,54400.0,62400.0,11342.38775510204,60501.51532456996
2020-09-03,0.9,1.0,BUY,daily_reentry,56400.0,62400.0,11342.38775510204,60501.51532456996
2020-09-08,1.0,0.9500000000000001,SELL,two_close_floor,58700.0,62400.0,11342.38775510204,60501.51532456996
2020-09-09,0.9500000000000001,1.0,BUY,daily_reentry,58400.0,62400.0,11342.38775510204,60501.51532456996
2020-09-18,1.0,0.9500000000000001,SELL,two_close_floor,59300.0,62400.0,11342.38775510204,60501.51532456996
2020-09-23,0.9500000000000001,1.0,BUY,daily_reentry,58600.0,62400.0,11342.38775510204,60501.51532456996
2020-09-25,1.0,0.75,SELL,gap_floor,57900.0,62400.0,11342.38775510204,60501.51532456996
2020-09-28,0.75,0.9,BUY,daily_reentry,58200.0,62400.0,11342.38775510204,60501.51532456996
2020-09-29,0.9,1.0,BUY,daily_reentry,58200.0,62400.0,11342.38775510204,60501.51532456996
2020-10-07,1.0,0.9500000000000001,SELL,two_close_floor,59900.0,62400.0,11342.38775510204,60501.51532456996
2020-10-08,0.9500000000000001,1.0,BUY,daily_reentry,59700.0,62400.0,11342.38775510204,60501.51532456996
2020-10-16,1.0,0.8,SELL,two_close_floor,59500.0,62400.0,11342.38775510204,60501.51532456996
2020-10-19,0.8,0.9500000000000001,BUY,daily_reentry,60000.0,62400.0,11342.38775510204,60501.51532456996
2020-10-20,0.9500000000000001,1.0,BUY,daily_reentry,60900.0,62400.0,11342.38775510204,60501.51532456996
2020-10-23,1.0,0.9500000000000001,SELL,two_close_floor,60200.0,62400.0,11342.38775510204,60501.51532456996
2020-10-26,0.9500000000000001,1.0,BUY,daily_reentry,60400.0,62400.0,11342.38775510204,60501.51532456996
2020-10-30,1.0,0.6,SELL,gap_floor,56600.0,62400.0,11342.38775510204,60501.51532456996
2020-11-02,0.6,0.75,BUY,daily_reentry,57400.0,62400.0,11342.38775510204,60501.51532456996
2020-11-03,0.75,0.9,BUY,daily_reentry,58800.0,62400.0,11342.38775510204,60501.51532456996
2020-11-04,0.9,1.0,BUY,daily_reentry,58500.0,62400.0,11342.38775510204,60501.51532456996
2020-11-06,1.0,0.9500000000000001,SELL,two_close_floor,60100.0,62400.0,11342.38775510204,60501.51532456996
2020-11-09,0.9500000000000001,1.0,BUY,daily_reentry,60200.0,62400.0,11342.38775510204,60501.51532456996
2021-02-19,1.0,0.9500000000000001,SELL,two_close_floor,82600.0,91000.0,11342.38775510204,83772.59406860388
2021-02-22,0.9500000000000001,1.0,BUY,daily_reentry,82200.0,91000.0,11342.38775510204,83859.77250546614
2021-03-02,1.0,0.9500000000000001,SELL,two_close_floor,83600.0,91000.0,11342.38775510204,84276.78231748658
2021-03-03,0.9500000000000001,1.0,BUY,daily_reentry,84000.0,91000.0,11342.38775510204,84276.78231748658
2021-03-09,1.0,0.6,SELL,gap_floor,81400.0,91000.0,11342.38775510204,84988.4903063823
2021-03-11,0.6,0.75,BUY,daily_reentry,82000.0,91000.0,11342.38775510204,85026.1954781754
2021-03-12,0.75,0.9,BUY,daily_reentry,82800.0,91000.0,11342.38775510204,85026.1954781754
2021-03-15,0.9,1.0,BUY,daily_reentry,81800.0,91000.0,11342.38775510204,85026.1954781754
2021-03-16,1.0,0.9500000000000001,SELL,two_close_floor,82800.0,91000.0,11342.38775510204,85026.1954781754
2021-03-17,0.9500000000000001,1.0,BUY,daily_reentry,82300.0,91000.0,11342.38775510204,85208.42044433704
2021-03-23,1.0,0.6,SELL,gap_floor,81800.0,91000.0,11342.38775510204,85746.56366116644
2021-03-25,0.6,0.75,BUY,daily_reentry,81200.0,91000.0,11342.38775510204,86095.68099922656
2021-03-26,0.75,0.9,BUY,daily_reentry,81500.0,91000.0,11342.38775510204,86493.55064773858
2021-03-29,0.9,1.0,BUY,daily_reentry,81600.0,91000.0,11342.38775510204,86887.4337487275
2021-03-30,1.0,0.75,SELL,gap_floor,82200.0,91000.0,11342.38775510204,87103.02323373765
2021-03-31,0.75,0.9,BUY,daily_reentry,81400.0,91000.0,11342.38775510204,87137.05572661047
2021-04-01,0.9,1.0,BUY,daily_reentry,82900.0,91000.0,11342.38775510204,87137.05572661047
2021-04-06,1.0,0.9500000000000001,SELL,two_close_floor,86000.0,91000.0,11342.38775510204,87137.05572661047
2021-04-07,0.9500000000000001,1.0,BUY,daily_reentry,85600.0,91000.0,11342.38775510204,87137.05572661047
2021-04-13,1.0,0.75,SELL,gap_floor,84000.0,91000.0,11342.38775510204,87137.05572661047
2021-04-14,0.75,0.9,BUY,daily_reentry,84000.0,91000.0,11342.38775510204,87137.05572661047
2021-04-15,0.9,1.0,BUY,daily_reentry,84100.0,91000.0,11342.38775510204,87137.05572661047
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-09-14 1.0 0.6 SELL gap_floor 10082.73469387755 12458.367346938774 11342.38775510204 11877.81399392608
3 2007-09-21 0.6 0.35 SELL gap_floor 9683.795918367347 12458.367346938774 11342.38775510204 11918.238691794892
4 2007-10-23 0.35 0.2 SELL trend_crisis 9466.163265306122 12458.367346938774 11342.38775510204
5 2007-12-04 0.2 0.35 BUY daily_reentry 10427.30612244898 12458.367346938774 11342.38775510204
6 2007-12-05 0.35 0.5 BUY daily_reentry 10554.244897959183 12458.367346938774 11342.38775510204
7 2007-12-06 0.5 0.65 BUY daily_reentry 11098.265306122448 12458.367346938774 11342.38775510204
8 2007-12-07 0.65 0.8 BUY daily_reentry 11025.73469387755 12458.367346938774 11342.38775510204
9 2007-12-10 0.8 0.9500000000000001 BUY daily_reentry 11134.551020408162 12458.367346938774 11342.38775510204
10 2007-12-11 0.9500000000000001 1.0 BUY daily_reentry 10935.061224489795 12458.367346938774 11342.38775510204
11 2007-12-17 1.0 0.75 SELL trend_crisis 10155.285714285714 12458.367346938774 11342.38775510204
12 2007-12-24 0.75 0.9 BUY daily_reentry 10481.693877551019 12458.367346938774 11342.38775510204
13 2007-12-26 0.9 1.0 BUY daily_reentry 10445.42857142857 12458.367346938774 11342.38775510204
14 2007-12-28 1.0 0.75 SELL trend_crisis 10215.755102040815 12458.367346938774 11342.38775510204
15 2008-01-08 0.75 0.5 SELL trend_crisis 9480.816326530612 12458.367346938774 11342.38775510204
16 2008-01-15 0.5 0.25 SELL trend_crisis 9774.795918367347 12458.367346938774 11342.38775510204
17 2008-01-18 0.25 0.4 BUY daily_reentry 10417.877551020407 12458.367346938774 11342.38775510204
18 2008-01-22 0.4 0.2 SELL trend_crisis 9848.285714285714 12458.367346938774 11342.38775510204
19 2008-01-30 0.2 0.35 BUY daily_reentry 10491.367346938774 12458.367346938774 11342.38775510204
20 2008-01-31 0.35 0.5 BUY daily_reentry 10932.326530612245 12458.367346938774 11342.38775510204
21 2008-02-01 0.5 0.65 BUY daily_reentry 10766.979591836734 12458.367346938774 11342.38775510204
22 2008-02-04 0.65 0.8 BUY daily_reentry 11244.693877551019 12458.367346938774 11342.38775510204
23 2008-02-05 0.8 0.9500000000000001 BUY daily_reentry 11263.061224489795 12458.367346938774 11342.38775510204
24 2008-02-11 0.9500000000000001 1.0 BUY daily_reentry 10730.224489795917 12458.367346938774 11342.38775510204
25 2008-03-03 1.0 0.75 SELL trend_crisis 10087.142857142857 12458.367346938774 11342.38775510204
26 2008-03-10 0.75 0.5 SELL trend_crisis 10179.020408163264 12458.367346938774 11342.38775510204
27 2008-03-17 0.5 0.35 SELL gap_floor 10105.530612244896 12458.367346938774 11342.38775510204 11919.651616865802
28 2008-03-18 0.35 0.5 BUY daily_reentry 10436.244897959183 12458.367346938774 11342.38775510204 11919.651616865802
29 2008-03-19 0.5 0.65 BUY daily_reentry 10858.836734693878 12458.367346938774 11342.38775510204
30 2008-03-20 0.65 0.8 BUY daily_reentry 11134.448979591836 12458.367346938774 11342.38775510204
31 2008-03-21 0.8 0.9500000000000001 BUY daily_reentry 11152.816326530612 12458.367346938774 11342.38775510204
32 2008-03-24 0.9500000000000001 1.0 BUY daily_reentry 11005.836734693876 12458.367346938774 11342.38775510204
33 2008-05-26 1.0 0.6 SELL gap_floor 12475.73469387755 14037.489795918365 11342.38775510204 13061.450187866416
34 2008-05-27 0.6 0.75 BUY daily_reentry 12898.326530612243 14037.489795918365 11342.38775510204 13061.450187866416
35 2008-05-28 0.75 0.9 BUY daily_reentry 12714.591836734693 14037.489795918365 11342.38775510204 13061.450187866416
36 2008-05-29 0.9 1.0 BUY daily_reentry 13412.795918367347 14037.489795918365 11342.38775510204 13061.450187866416
37 2008-06-06 1.0 0.9500000000000001 SELL two_close_floor 13026.938775510203 14037.489795918365 11342.38775510204 13061.450187866416
38 2008-06-11 0.9500000000000001 1.0 BUY daily_reentry 12512.469387755102 14037.489795918365 11342.38775510204 13061.450187866416
39 2008-06-13 1.0 0.75 SELL gap_floor 12383.857142857141 14037.489795918365 11342.38775510204 13061.450187866416
40 2008-06-16 0.75 0.9 BUY daily_reentry 12696.204081632652 14037.489795918365 11342.38775510204 13061.450187866416
41 2008-06-17 0.9 1.0 BUY daily_reentry 12641.102040816326 14037.489795918365 11342.38775510204 13061.450187866416
42 2008-06-20 1.0 0.6 SELL gap_floor 12273.612244897959 14037.489795918365 11342.38775510204 13061.450187866416
43 2008-06-24 0.6 0.75 BUY daily_reentry 12108.244897959183 14037.489795918365 11342.38775510204 13061.450187866416
44 2008-06-26 0.75 0.9 BUY daily_reentry 12218.489795918367 14037.489795918365 11342.38775510204 13067.58941583237
45 2008-06-27 0.9 0.5 SELL gap_floor 11823.163265306122 14037.489795918365 11342.38775510204 13116.185366116684
46 2008-07-01 0.5 0.65 BUY daily_reentry 11694.448979591836 14037.489795918365 11342.38775510204 13176.544040446399
47 2008-07-02 0.65 0.8 BUY daily_reentry 11584.122448979591 14037.489795918365 11342.38775510204 13176.544040446399
48 2008-07-03 0.8 0.9500000000000001 BUY daily_reentry 11639.285714285714 14037.489795918365 11342.38775510204 13176.544040446399
49 2008-07-04 0.9500000000000001 0.55 SELL gap_floor 11326.693877551019 14037.489795918365 11342.38775510204 13176.544040446399
50 2008-07-11 0.55 0.35 SELL gap_floor 10444.102040816326 14037.489795918365 11342.38775510204 13328.305414872711
51 2008-07-24 0.35 0.5 BUY daily_reentry 11289.918367346938 14037.489795918365 11342.38775510204 13369.356036929765
52 2008-07-25 0.5 0.35 SELL gap_floor 10591.204081632652 14037.489795918365 11342.38775510204 13369.356036929765
53 2009-03-12 0.35 0.5 BUY daily_reentry 9964.959183673469 14037.489795918365 11342.38775510204 13634.433751670125
54 2009-03-13 0.5 0.65 BUY daily_reentry 9816.224489795917 14037.489795918365 11342.38775510204 13634.433751670125
55 2009-03-17 0.65 0.8 BUY daily_reentry 9927.775510204081 14037.489795918365 11342.38775510204 13634.433751670125
56 2009-03-18 0.8 0.55 SELL gap_floor 10039.326530612245 14037.489795918365 11342.38775510204 13634.433751670125
57 2009-03-19 0.55 0.7000000000000001 BUY daily_reentry 10057.918367346938 14037.489795918365 11342.38775510204 13634.433751670125
58 2009-03-20 0.7000000000000001 0.8500000000000001 BUY daily_reentry 10076.510204081631 14037.489795918365 11342.38775510204 13634.433751670125
59 2009-03-23 0.8500000000000001 1.0 BUY daily_reentry 10225.244897959183 14037.489795918365 11342.38775510204 13634.433751670125
60 2009-03-25 1.0 0.75 SELL gap_floor 10336.795918367347 14037.489795918365 11342.38775510204 13634.433751670125
61 2009-03-26 0.75 0.9 BUY daily_reentry 10597.061224489795 14037.489795918365 11342.38775510204 13634.433751670125
62 2009-03-27 0.9 1.0 BUY daily_reentry 10857.346938775509 14037.489795918365 11342.38775510204 13634.433751670125
63 2009-04-01 1.0 0.75 SELL gap_floor 10597.061224489795 14037.489795918365 11342.38775510204 13634.433751670125
64 2009-04-02 0.75 0.9 BUY daily_reentry 10987.489795918367 14037.489795918365 11342.38775510204 13634.433751670125
65 2009-04-03 0.9 1.0 BUY daily_reentry 11024.673469387753 14037.489795918365 11342.38775510204 13634.433751670125
66 2009-04-08 1.0 0.6 SELL gap_floor 10355.38775510204 14037.489795918365 11342.38775510204 13634.433751670125
67 2009-04-09 0.6 0.75 BUY daily_reentry 10783.0 14037.489795918365 11342.38775510204 13634.433751670125
68 2009-04-10 0.75 0.9 BUY daily_reentry 11210.591836734693 14037.489795918365 11342.38775510204 13634.433751670125
69 2009-04-13 0.9 1.0 BUY daily_reentry 10838.755102040815 14037.489795918365 11342.38775510204 13634.433751670125
70 2009-04-15 1.0 0.75 SELL gap_floor 10875.938775510203 14037.489795918365 11342.38775510204 13634.433751670125
71 2009-04-16 0.75 0.9 BUY daily_reentry 10801.571428571428 14037.489795918365 11342.38775510204 13634.433751670125
72 2009-04-17 0.9 1.0 BUY daily_reentry 11099.04081632653 14037.489795918365 11342.38775510204 13634.433751670125
73 2009-04-22 1.0 0.75 SELL gap_floor 11322.142857142857 14037.489795918365 11342.38775510204 13634.433751670125
74 2009-04-23 0.75 0.9 BUY daily_reentry 11656.775510204081 14037.489795918365 11342.38775510204 13634.433751670125
75 2009-04-24 0.9 1.0 BUY daily_reentry 11006.08163265306 14037.489795918365 11342.38775510204 13634.433751670125
76 2009-04-29 1.0 0.75 SELL gap_floor 10894.530612244896 14037.489795918365 11342.38775510204 13634.433751670125
77 2009-04-30 0.75 0.9 BUY daily_reentry 11006.08163265306 14037.489795918365 11342.38775510204 13634.433751670125
78 2009-05-04 0.9 1.0 BUY daily_reentry 10820.163265306122 14037.489795918365 11342.38775510204 13634.433751670125
79 2009-05-08 1.0 0.75 SELL gap_floor 10578.469387755102 14037.489795918365 11342.38775510204 13634.433751670125
80 2009-05-15 0.75 0.5 SELL gap_floor 10318.204081632652 14037.489795918365 11342.38775510204 13634.433751670125
81 2009-05-18 0.5 0.65 BUY daily_reentry 10336.795918367347 14037.489795918365 11342.38775510204 13634.433751670125
82 2009-05-19 0.65 0.8 BUY daily_reentry 10597.061224489795 14037.489795918365 11342.38775510204 13634.433751670125
83 2009-05-20 0.8 0.9500000000000001 BUY daily_reentry 10708.612244897959 14037.489795918365 11342.38775510204 13634.433751670125
84 2009-05-21 0.9500000000000001 1.0 BUY daily_reentry 10466.938775510203 14037.489795918365 11342.38775510204 13634.433751670125
85 2009-05-22 1.0 0.6 SELL gap_floor 10225.244897959183 14037.489795918365 11342.38775510204 13634.433751670125
86 2009-05-28 0.6 0.75 BUY daily_reentry 10392.571428571428 14037.489795918365 11342.38775510204 13634.433751670125
87 2009-05-29 0.75 0.5 SELL gap_floor 10373.979591836734 14037.489795918365 11342.38775510204 13634.433751670125
88 2009-06-01 0.5 0.65 BUY daily_reentry 10373.979591836734 14037.489795918365 11342.38775510204 13634.433751670125
89 2009-06-02 0.65 0.8 BUY daily_reentry 10336.795918367347 14037.489795918365 11342.38775510204 13634.433751670125
90 2009-06-03 0.8 0.9500000000000001 BUY daily_reentry 10262.42857142857 14037.489795918365 11342.38775510204 13634.433751670125
91 2009-06-04 0.9500000000000001 1.0 BUY daily_reentry 10318.204081632652 14037.489795918365 11342.38775510204 13634.433751670125
92 2009-06-05 1.0 0.75 SELL gap_floor 10578.469387755102 14037.489795918365 11342.38775510204 13634.433751670125
93 2009-06-08 0.75 0.9 BUY daily_reentry 10690.020408163264 14037.489795918365 11342.38775510204 13634.433751670125
94 2009-06-09 0.9 1.0 BUY daily_reentry 10504.122448979591 14037.489795918365 11342.38775510204 13634.433751670125
95 2009-06-12 1.0 0.75 SELL gap_floor 10857.346938775509 14037.489795918365 11342.38775510204 13634.433751670125
96 2009-06-15 0.75 0.9 BUY daily_reentry 10764.38775510204 14037.489795918365 11342.38775510204 13634.433751670125
97 2009-06-17 0.9 1.0 BUY daily_reentry 10690.020408163264 14037.489795918365 11342.38775510204 13634.433751670125
98 2009-06-19 1.0 0.6 SELL gap_floor 10448.346938775509 14037.489795918365 11342.38775510204 13634.433751670125
99 2009-06-22 0.6 0.75 BUY daily_reentry 10690.020408163264 14037.489795918365 11342.38775510204 13634.433751670125
100 2009-06-23 0.75 0.9 BUY daily_reentry 10690.020408163264 14037.489795918365 11342.38775510204 13634.433751670125
101 2009-06-24 0.9 1.0 BUY daily_reentry 10783.0 14037.489795918365 11342.38775510204 13634.433751670125
102 2009-06-26 1.0 0.75 SELL gap_floor 11080.448979591836 14037.489795918365 11342.38775510204 13634.433751670125
103 2009-06-29 0.75 0.9 BUY daily_reentry 11126.959183673469 14037.489795918365 11342.38775510204 13634.433751670125
104 2009-06-30 0.9 1.0 BUY daily_reentry 11015.326530612245 14037.489795918365 11342.38775510204 13634.433751670125
105 2009-07-03 1.0 0.75 SELL gap_floor 11182.795918367347 14037.489795918365 11342.38775510204 13634.433751670125
106 2009-07-06 0.75 0.9 BUY daily_reentry 11796.816326530612 14037.489795918365 11342.38775510204 13634.433751670125
107 2009-07-07 0.9 1.0 BUY daily_reentry 12094.530612244896 14037.489795918365 11342.38775510204 13634.433751670125
108 2009-07-10 1.0 0.75 SELL gap_floor 12001.489795918367 14037.489795918365 11342.38775510204 13634.433751670125
109 2009-07-14 0.75 0.9 BUY daily_reentry 11796.816326530612 14037.489795918365 11342.38775510204 13634.433751670125
110 2009-07-15 0.9 1.0 BUY daily_reentry 12392.244897959183 14037.489795918365 11342.38775510204 13634.433751670125
111 2009-07-17 1.0 0.75 SELL gap_floor 12466.673469387753 14037.489795918365 11342.38775510204 13634.433751670125
112 2009-07-20 0.75 0.9 BUY daily_reentry 12838.816326530612 14037.489795918365 11342.38775510204 13634.433751670125
113 2009-07-21 0.9 1.0 BUY daily_reentry 12876.020408163264 14037.489795918365 11342.38775510204 13634.433751670125
114 2009-07-24 1.0 0.75 SELL gap_floor 12708.551020408162 14037.489795918365 11342.38775510204 13634.433751670125
115 2009-07-27 0.75 0.9 BUY daily_reentry 13006.265306122448 14037.489795918365 11342.38775510204 13634.433751670125
116 2009-07-28 0.9 1.0 BUY daily_reentry 13024.877551020407 14037.489795918365 11342.38775510204 13634.433751670125
117 2009-07-31 1.0 0.9500000000000001 SELL two_close_floor 13471.448979591836 14037.489795918365 11342.38775510204 13634.433751670125
118 2009-08-03 0.9500000000000001 1.0 BUY daily_reentry 13303.979591836734 14037.489795918365 11342.38775510204 13634.433751670125
119 2009-08-07 1.0 0.9500000000000001 SELL two_close_floor 13322.591836734693 14037.489795918365 11342.38775510204 13634.433751670125
120 2009-08-13 0.9500000000000001 1.0 BUY daily_reentry 13062.102040816326 14037.489795918365 11342.38775510204 13634.433751670125
121 2009-08-14 1.0 0.9500000000000001 SELL two_close_floor 13601.693877551019 14037.489795918365 11342.38775510204 13634.433751670125
122 2009-08-17 0.9500000000000001 1.0 BUY daily_reentry 13266.775510204081 14037.489795918365 11342.38775510204 13634.433751670125
123 2009-10-06 1.0 0.8 SELL two_close_floor 13862.183673469386 15350.755102040815 11342.38775510204 14182.005151928364
124 2009-10-09 0.8 0.9500000000000001 BUY daily_reentry 14048.265306122448 15350.755102040815 11342.38775510204 14182.005151928364
125 2009-10-12 0.9500000000000001 1.0 BUY daily_reentry 13936.612244897959 15350.755102040815 11342.38775510204 14182.005151928364
126 2009-10-13 1.0 0.9500000000000001 SELL two_close_floor 14085.469387755102 15350.755102040815 11342.38775510204 14182.005151928364
127 2009-10-14 0.9500000000000001 1.0 BUY daily_reentry 14308.755102040815 15350.755102040815 11342.38775510204 14182.005151928364
128 2009-10-20 1.0 0.9500000000000001 SELL two_close_floor 13992.448979591836 15350.755102040815 11342.38775510204 14182.005151928364
129 2009-10-23 0.9500000000000001 1.0 BUY daily_reentry 13862.183673469386 15350.755102040815 11342.38775510204 14182.005151928364
130 2009-10-27 1.0 0.9500000000000001 SELL two_close_floor 13806.367346938774 15350.755102040815 11342.38775510204 14182.005151928364
131 2009-10-30 0.9500000000000001 1.0 BUY daily_reentry 13452.836734693876 15350.755102040815 11342.38775510204 14182.005151928364
132 2009-11-03 1.0 0.9500000000000001 SELL two_close_floor 13564.489795918365 15350.755102040815 11342.38775510204 14182.005151928364
133 2009-11-04 0.9500000000000001 1.0 BUY daily_reentry 13638.918367346938 15350.755102040815 11342.38775510204 14182.005151928364
134 2009-11-10 1.0 0.75 SELL gap_floor 13527.265306122448 15350.755102040815 11342.38775510204 14272.78103346982
135 2009-11-11 0.75 0.9 BUY daily_reentry 13676.122448979591 15350.755102040815 11342.38775510204 14272.78103346982
136 2009-11-12 0.9 1.0 BUY daily_reentry 13397.020408163264 15350.755102040815 11342.38775510204 14275.196715948954
137 2009-11-17 1.0 0.75 SELL gap_floor 13545.877551020407 15350.755102040815 11342.38775510204 14334.107788143803
138 2009-11-18 0.75 0.9 BUY daily_reentry 13955.224489795917 15350.755102040815 11342.38775510204 14334.107788143803
139 2009-11-19 0.9 1.0 BUY daily_reentry 14122.693877551019 15350.755102040815 11342.38775510204 14334.107788143803
140 2009-11-24 1.0 0.75 SELL gap_floor 13806.367346938774 15350.755102040815 11342.38775510204 14334.107788143803
141 2009-11-25 0.75 0.9 BUY daily_reentry 13936.612244897959 15350.755102040815 11342.38775510204 14334.107788143803
142 2009-11-26 0.9 1.0 BUY daily_reentry 13824.979591836734 15350.755102040815 11342.38775510204 14356.239873039049
143 2009-12-01 1.0 0.75 SELL gap_floor 13713.326530612243 15350.755102040815 11342.38775510204 14428.407461789493
144 2009-12-02 0.75 0.9 BUY daily_reentry 13899.408163265305 15350.755102040815 11342.38775510204 14428.407461789493
145 2009-12-03 0.9 1.0 BUY daily_reentry 14122.693877551019 15350.755102040815 11342.38775510204 14428.407461789493
146 2009-12-08 1.0 0.9500000000000001 SELL two_close_floor 14364.571428571428 15350.755102040815 11342.38775510204 14428.407461789493
147 2009-12-09 0.9500000000000001 1.0 BUY daily_reentry 14476.224489795917 15350.755102040815 11342.38775510204 14428.407461789493
148 2009-12-18 1.0 0.9500000000000001 SELL two_close_floor 14383.183673469386 15350.755102040815 11342.38775510204 14428.407461789493
149 2009-12-21 0.9500000000000001 1.0 BUY daily_reentry 14345.979591836733 15350.755102040815 11342.38775510204 14428.407461789493
150 2010-02-01 1.0 0.8 SELL two_close_floor 14596.714285714284 15968.102040816326 11342.38775510204 14907.989816501202
151 2010-02-03 0.8 0.9500000000000001 BUY daily_reentry 14596.714285714284 15968.102040816326 11342.38775510204 14907.989816501202
152 2010-02-04 0.9500000000000001 1.0 BUY daily_reentry 14577.938775510203 15968.102040816326 11342.38775510204 14907.989816501202
153 2010-02-08 1.0 0.6 SELL gap_floor 14051.918367346938 15968.102040816326 11342.38775510204 14907.989816501202
154 2010-02-09 0.6 0.75 BUY daily_reentry 14296.142857142857 15968.102040816326 11342.38775510204 14907.989816501202
155 2010-02-10 0.75 0.9 BUY daily_reentry 14183.42857142857 15968.102040816326 11342.38775510204 14907.989816501202
156 2010-02-11 0.9 1.0 BUY daily_reentry 14333.714285714284 15968.102040816326 11342.38775510204 14907.989816501202
157 2010-02-16 1.0 0.75 SELL gap_floor 14202.204081632652 15968.102040816326 11342.38775510204 14907.989816501202
158 2010-02-17 0.75 0.9 BUY daily_reentry 14634.285714285714 15968.102040816326 11342.38775510204 14907.989816501202
159 2010-02-18 0.9 1.0 BUY daily_reentry 14559.142857142857 15968.102040816326 11342.38775510204 14907.989816501202
160 2010-02-23 1.0 0.9500000000000001 SELL two_close_floor 14408.857142857141 15968.102040816326 11342.38775510204 14907.989816501202
161 2010-02-26 0.9500000000000001 1.0 BUY daily_reentry 13976.775510204081 15968.102040816326 11342.38775510204 14985.4673739864
162 2010-03-03 1.0 0.75 SELL gap_floor 14483.999999999998 15968.102040816326 11342.38775510204 14985.4673739864
163 2010-03-04 0.75 0.9 BUY daily_reentry 14296.142857142857 15968.102040816326 11342.38775510204 14985.4673739864
164 2010-03-05 0.9 1.0 BUY daily_reentry 14559.142857142857 15968.102040816326 11342.38775510204 14985.4673739864
165 2010-03-10 1.0 0.9500000000000001 SELL two_close_floor 14728.224489795917 15968.102040816326 11342.38775510204 14985.4673739864
166 2010-03-11 0.9500000000000001 1.0 BUY daily_reentry 14615.510204081631 15968.102040816326 11342.38775510204 14985.4673739864
167 2010-03-17 1.0 0.9500000000000001 SELL two_close_floor 14991.224489795917 15968.102040816326 11342.38775510204 14999.699927040643
168 2010-03-18 0.9500000000000001 1.0 BUY daily_reentry 14972.42857142857 15968.102040816326 11342.38775510204 14999.699927040643
169 2010-05-07 1.0 0.8 SELL two_close_floor 14916.08163265306 16343.81632653061 11342.38775510204 15353.038767345275
170 2010-05-10 0.8 0.9500000000000001 BUY daily_reentry 15085.16326530612 16343.81632653061 11342.38775510204 15353.038767345275
171 2010-05-13 0.9500000000000001 1.0 BUY daily_reentry 15273.020408163264 16343.81632653061 11342.38775510204 15353.038767345275
172 2010-05-14 1.0 0.9500000000000001 SELL two_close_floor 15216.653061224488 16343.81632653061 11342.38775510204 15353.038767345275
173 2010-05-18 0.9500000000000001 1.0 BUY daily_reentry 14878.510204081631 16343.81632653061 11342.38775510204 15353.038767345275
174 2010-05-24 1.0 0.6 SELL gap_floor 14239.775510204081 16343.81632653061 11342.38775510204 15353.038767345275
175 2010-05-28 0.6 0.75 BUY daily_reentry 14615.510204081631 16343.81632653061 11342.38775510204 15353.038767345275
176 2010-05-31 0.75 0.35 SELL gap_floor 14577.938775510203 16343.81632653061 11342.38775510204 15353.038767345275
177 2010-06-04 0.35 0.5 BUY daily_reentry 14897.285714285714 16343.81632653061 11342.38775510204 15353.038767345275
178 2010-06-07 0.5 0.65 BUY daily_reentry 14784.571428571428 16343.81632653061 11342.38775510204 15353.038767345275
179 2010-06-08 0.65 0.5 SELL gap_floor 14746.999999999998 16343.81632653061 11342.38775510204 15353.038767345275
180 2010-06-11 0.5 0.65 BUY daily_reentry 14972.42857142857 16343.81632653061 11342.38775510204 15353.038767345275
181 2010-06-14 0.65 0.8 BUY daily_reentry 15160.306122448977 16343.81632653061 11342.38775510204 15353.038767345275
182 2010-06-15 0.8 0.7500000000000001 SELL two_close_floor 14991.224489795917 16343.81632653061 11342.38775510204 15353.038767345275
183 2010-06-16 0.7500000000000001 0.9000000000000001 BUY daily_reentry 15385.73469387755 16343.81632653061 11342.38775510204 15353.038767345275
184 2010-06-17 0.9000000000000001 1.0 BUY daily_reentry 15348.16326530612 16343.81632653061 11342.38775510204 15353.038767345275
185 2010-06-23 1.0 0.8 SELL two_close_floor 15122.73469387755 16343.81632653061 11342.38775510204 15353.038767345275
186 2010-06-24 0.8 0.9500000000000001 BUY daily_reentry 15404.510204081631 16343.81632653061 11342.38775510204 15353.038767345275
187 2010-06-29 0.9500000000000001 1.0 BUY daily_reentry 14957.999999999998 16343.81632653061 11342.38775510204 15353.038767345275
188 2010-06-30 1.0 0.6 SELL gap_floor 14618.04081632653 16343.81632653061 11342.38775510204 15353.038767345275
189 2010-07-07 0.6 0.35 SELL gap_floor 14523.612244897959 16343.81632653061 11342.38775510204 15382.278249020894
190 2010-07-09 0.35 0.5 BUY daily_reentry 15033.530612244896 16343.81632653061 11342.38775510204 15382.278249020894
191 2010-07-12 0.5 0.65 BUY daily_reentry 15146.857142857141 16343.81632653061 11342.38775510204 15382.278249020894
192 2010-07-13 0.65 0.8 BUY daily_reentry 15033.530612244896 16343.81632653061 11342.38775510204 15382.278249020894
193 2010-07-14 0.8 0.9500000000000001 BUY daily_reentry 15562.367346938774 16343.81632653061 11342.38775510204 15382.278249020894
194 2010-07-15 0.9500000000000001 1.0 BUY daily_reentry 15486.81632653061 16343.81632653061 11342.38775510204 15382.278249020894
195 2010-07-19 1.0 0.8 SELL two_close_floor 15014.653061224488 16343.81632653061 11342.38775510204 15382.278249020894
196 2010-07-20 0.8 0.9500000000000001 BUY daily_reentry 15071.30612244898 16343.81632653061 11342.38775510204 15382.278249020894
197 2010-07-21 0.9500000000000001 1.0 BUY daily_reentry 15430.16326530612 16343.81632653061 11342.38775510204 15382.278249020894
198 2010-08-02 1.0 0.8 SELL two_close_floor 15297.959183673469 16343.81632653061 11342.38775510204 15382.278249020894
199 2010-08-03 0.8 0.9500000000000001 BUY daily_reentry 15392.38775510204 16343.81632653061 11342.38775510204 15382.278249020894
200 2010-08-09 0.9500000000000001 0.9 SELL two_close_floor 15146.857142857141 16343.81632653061 11342.38775510204 15443.78826488915
201 2010-08-16 0.9 0.5 SELL gap_floor 14769.142857142855 16343.81632653061 11342.38775510204 15542.693461170365
202 2010-08-19 0.5 0.65 BUY daily_reentry 14901.346938775509 16343.81632653061 11342.38775510204 15557.703038050859
203 2010-08-23 0.65 0.5 SELL gap_floor 14920.224489795917 16343.81632653061 11342.38775510204 15557.703038050859
204 2010-08-30 0.5 0.35 SELL gap_floor 14655.81632653061 16343.81632653061 11342.38775510204 15617.740226733933
205 2010-10-06 0.35 0.5 BUY daily_reentry 14976.877551020407 16343.81632653061 11342.38775510204 15617.740226733933
206 2010-10-07 0.5 0.35 SELL gap_floor 14542.489795918365 16343.81632653061 11342.38775510204 15617.740226733933
207 2010-11-10 0.35 0.5 BUY daily_reentry 14920.224489795917 16343.81632653061 11342.38775510204 15617.740226733933
208 2010-11-11 0.5 0.35 SELL gap_floor 14485.836734693876 16343.81632653061 11342.38775510204 15617.740226733933
209 2010-11-15 0.35 0.5 BUY daily_reentry 15260.183673469386 16343.81632653061 11342.38775510204 15617.740226733933
210 2010-11-16 0.5 0.65 BUY daily_reentry 15316.836734693876 16343.81632653061 11342.38775510204 15617.740226733933
211 2010-11-17 0.65 0.8 BUY daily_reentry 15014.653061224488 16343.81632653061 11342.38775510204 15617.740226733933
212 2010-11-18 0.8 0.55 SELL gap_floor 15090.204081632652 16343.81632653061 11342.38775510204 15617.740226733933
213 2010-11-19 0.55 0.7000000000000001 BUY daily_reentry 15449.04081632653 16343.81632653061 11342.38775510204 15617.740226733933
214 2010-11-22 0.7000000000000001 0.8500000000000001 BUY daily_reentry 16015.632653061224 16343.81632653061 11342.38775510204 15617.740226733933
215 2010-11-23 0.8500000000000001 1.0 BUY daily_reentry 15864.551020408162 16343.81632653061 11342.38775510204 15617.740226733933
216 2010-12-01 1.0 0.8 SELL two_close_floor 15486.81632653061 16343.81632653061 11342.38775510204 15617.740226733933
217 2010-12-02 0.8 0.9500000000000001 BUY daily_reentry 16223.38775510204 16343.81632653061 11342.38775510204 15617.740226733933
218 2010-12-03 0.9500000000000001 1.0 BUY daily_reentry 16884.408163265303 16884.408163265303 11342.38775510204 15617.740226733933
219 2011-02-11 1.0 0.8 SELL two_close_floor 17373.632653061224 19177.448979591834 11342.38775510204 17877.319940407597
220 2011-02-14 0.8 0.9500000000000001 BUY daily_reentry 18095.16326530612 19177.448979591834 11342.38775510204 17877.319940407597
221 2011-02-15 0.9500000000000001 1.0 BUY daily_reentry 18190.102040816324 19177.448979591834 11342.38775510204 17877.319940407597
222 2011-02-23 1.0 0.8 SELL two_close_floor 17658.448979591834 19177.448979591834 11342.38775510204 17877.319940407597
223 2011-03-03 0.8 0.7500000000000001 SELL two_close_floor 17525.530612244896 19177.448979591834 11342.38775510204 17877.319940407597
224 2011-03-04 0.7500000000000001 0.9000000000000001 BUY daily_reentry 17943.26530612245 19177.448979591834 11342.38775510204 17880.292860806585
225 2011-03-10 0.9000000000000001 0.5000000000000001 SELL gap_floor 16443.244897959183 19177.448979591834 11342.38775510204 17997.100780696193
226 2011-03-14 0.5000000000000001 0.6500000000000001 BUY daily_reentry 17088.81632653061 19177.448979591834 11342.38775510204 18047.369643913305
227 2011-03-16 0.6500000000000001 0.8000000000000002 BUY daily_reentry 16822.979591836734 19177.448979591834 11342.38775510204 18047.369643913305
228 2011-03-17 0.8000000000000002 0.5500000000000002 SELL gap_floor 16898.938775510203 19177.448979591834 11342.38775510204 18047.369643913305
229 2011-03-18 0.5500000000000002 0.7000000000000002 BUY daily_reentry 16917.918367346938 19177.448979591834 11342.38775510204 18047.369643913305
230 2011-03-21 0.7000000000000002 0.8500000000000002 BUY daily_reentry 16898.938775510203 19177.448979591834 11342.38775510204 18047.369643913305
231 2011-03-22 0.8500000000000002 1.0 BUY daily_reentry 16614.12244897959 19177.448979591834 11342.38775510204 18047.369643913305
232 2011-03-24 1.0 0.75 SELL gap_floor 16709.061224489793 19177.448979591834 11342.38775510204 18047.369643913305
233 2011-03-25 0.75 0.9 BUY daily_reentry 17278.69387755102 19177.448979591834 11342.38775510204 18047.369643913305
234 2011-03-28 0.9 1.0 BUY daily_reentry 17392.61224489796 19177.448979591834 11342.38775510204 18047.369643913305
235 2011-03-31 1.0 0.9500000000000001 SELL two_close_floor 17696.42857142857 19177.448979591834 11342.38775510204 18047.369643913305
236 2011-04-01 0.9500000000000001 1.0 BUY daily_reentry 17848.326530612245 19177.448979591834 11342.38775510204 18047.369643913305
237 2011-04-07 1.0 0.6 SELL gap_floor 17259.714285714283 19177.448979591834 11342.38775510204 18047.369643913305
238 2011-04-13 0.6 0.75 BUY daily_reentry 17107.795918367345 19177.448979591834 11342.38775510204 18101.593472664954
239 2011-04-14 0.75 0.5 SELL gap_floor 17088.81632653061 19177.448979591834 11342.38775510204 18111.03746228116
240 2011-04-15 0.5 0.65 BUY daily_reentry 16860.95918367347 19177.448979591834 11342.38775510204 18123.99647409324
241 2011-04-19 0.65 0.8 BUY daily_reentry 16614.12244897959 19177.448979591834 11342.38775510204 18151.023419256016
242 2011-04-20 0.8 0.9500000000000001 BUY daily_reentry 17392.61224489796 19177.448979591834 11342.38775510204 18151.023419256016
243 2011-04-21 0.9500000000000001 0.9 SELL two_close_floor 17620.4693877551 19177.448979591834 11342.38775510204 18151.023419256016
244 2011-04-22 0.9 1.0 BUY daily_reentry 17164.77551020408 19177.448979591834 11342.38775510204 18151.023419256016
245 2011-04-28 1.0 0.75 SELL gap_floor 17088.81632653061 19177.448979591834 11342.38775510204 18151.023419256016
246 2011-04-29 0.75 0.9 BUY daily_reentry 16955.897959183672 19177.448979591834 11342.38775510204 18151.023419256016
247 2011-05-02 0.9 1.0 BUY daily_reentry 17696.42857142857 19177.448979591834 11342.38775510204 18151.023419256016
248 2011-05-06 1.0 0.75 SELL gap_floor 17069.836734693876 19177.448979591834 11342.38775510204 18151.023419256016
249 2011-05-11 0.75 0.9 BUY daily_reentry 16936.918367346938 19177.448979591834 11342.38775510204 18151.023419256016
250 2011-05-13 0.9 1.0 BUY daily_reentry 17392.61224489796 19177.448979591834 11342.38775510204 18151.023419256016
251 2011-05-16 1.0 0.75 SELL gap_floor 17107.795918367345 19177.448979591834 11342.38775510204 18151.023419256016
252 2011-05-17 0.75 0.9 BUY daily_reentry 16898.938775510203 19177.448979591834 11342.38775510204 18151.023419256016
253 2011-05-18 0.9 1.0 BUY daily_reentry 16955.897959183672 19177.448979591834 11342.38775510204 18151.023419256016
254 2011-05-23 1.0 0.6 SELL gap_floor 16576.142857142855 19177.448979591834 11342.38775510204 18151.023419256016
255 2011-05-26 0.6 0.75 BUY daily_reentry 16690.08163265306 19177.448979591834 11342.38775510204 18151.023419256016
256 2011-05-27 0.75 0.9 BUY daily_reentry 16917.918367346938 19177.448979591834 11342.38775510204 18151.023419256016
257 2011-05-30 0.9 0.65 SELL gap_floor 16785.020408163266 19177.448979591834 11342.38775510204 18151.023419256016
258 2011-05-31 0.65 0.8 BUY daily_reentry 17126.795918367345 19177.448979591834 11342.38775510204 18151.023419256016
259 2011-06-01 0.8 0.9500000000000001 BUY daily_reentry 17297.673469387755 19177.448979591834 11342.38775510204 18151.023419256016
260 2011-06-02 0.9500000000000001 1.0 BUY daily_reentry 16766.020408163266 19177.448979591834 11342.38775510204 18151.023419256016
261 2011-06-07 1.0 0.75 SELL gap_floor 16841.979591836734 19177.448979591834 11342.38775510204 18151.023419256016
262 2011-06-14 0.75 0.35 SELL gap_floor 16386.285714285714 19177.448979591834 11342.38775510204 18178.22293742748
263 2011-07-04 0.35 0.5 BUY daily_reentry 16681.12244897959 19177.448979591834 11342.38775510204 18178.22293742748
264 2011-07-06 0.5 0.65 BUY daily_reentry 17061.102040816324 19177.448979591834 11342.38775510204 18178.22293742748
265 2011-07-07 0.65 0.8 BUY daily_reentry 16719.102040816324 19177.448979591834 11342.38775510204 18178.22293742748
266 2011-07-08 0.8 0.9500000000000001 BUY daily_reentry 16814.102040816324 19177.448979591834 11342.38775510204 18178.22293742748
267 2011-07-12 0.9500000000000001 0.55 SELL gap_floor 16149.142857142855 19177.448979591834 11342.38775510204 18178.22293742748
268 2011-07-19 0.55 0.35 SELL gap_floor 15617.16326530612 19177.448979591834 11342.38775510204 18197.606682590933
269 2011-10-10 0.35 0.5 BUY daily_reentry 16605.12244897959 19177.448979591834 11342.38775510204 18388.886049944846
270 2011-10-11 0.5 0.65 BUY daily_reentry 16738.102040816324 19177.448979591834 11342.38775510204 18388.886049944846
271 2011-10-12 0.65 0.8 BUY daily_reentry 17061.102040816324 19177.448979591834 11342.38775510204 18388.886049944846
272 2011-10-13 0.8 0.9500000000000001 BUY daily_reentry 16909.102040816324 19177.448979591834 11342.38775510204 18388.886049944846
273 2011-10-14 0.9500000000000001 1.0 BUY daily_reentry 16833.102040816324 19177.448979591834 11342.38775510204 18388.886049944846
274 2011-10-17 1.0 0.75 SELL gap_floor 16909.102040816324 19177.448979591834 11342.38775510204 18388.886049944846
275 2011-10-18 0.75 0.9 BUY daily_reentry 16776.102040816324 19177.448979591834 11342.38775510204 18388.886049944846
276 2011-10-19 0.9 1.0 BUY daily_reentry 16833.102040816324 19177.448979591834 11342.38775510204 18388.886049944846
277 2011-10-24 1.0 0.9500000000000001 SELL two_close_floor 17878.040816326527 19177.448979591834 11342.38775510204 18388.886049944846
278 2011-10-25 0.9500000000000001 1.0 BUY daily_reentry 17954.040816326527 19177.448979591834 11342.38775510204 18388.886049944846
279 2011-11-21 1.0 0.8 SELL two_close_floor 18049.040816326527 19177.448979591834 11342.38775510204 18388.886049944846
280 2011-11-22 0.8 0.9500000000000001 BUY daily_reentry 18296.020408163266 19177.448979591834 11342.38775510204 18388.886049944846
281 2011-11-24 0.9500000000000001 1.0 BUY daily_reentry 17916.040816326527 19177.448979591834 11342.38775510204 18388.886049944846
282 2012-05-14 1.0 0.9500000000000001 SELL two_close_floor 25081.551020408162 26913.999999999996 11342.38775510204 25121.338523697556
283 2012-05-15 0.9500000000000001 1.0 BUY daily_reentry 25024.285714285714 26913.999999999996 11342.38775510204 25121.338523697556
284 2012-05-21 1.0 0.75 SELL gap_floor 23077.326530612245 26913.999999999996 11342.38775510204 25298.19890454469
285 2012-05-22 0.75 0.9 BUY daily_reentry 23669.040816326527 26913.999999999996 11342.38775510204 25298.19890454469
286 2012-05-23 0.9 1.0 BUY daily_reentry 23306.367346938772 26913.999999999996 11342.38775510204 25298.19890454469
287 2012-05-29 1.0 0.75 SELL gap_floor 23630.877551020407 26913.999999999996 11342.38775510204 25298.19890454469
288 2012-05-30 0.75 0.9 BUY daily_reentry 23401.81632653061 26913.999999999996 11342.38775510204 25298.19890454469
289 2012-06-01 0.9 1.0 BUY daily_reentry 23535.42857142857 26913.999999999996 11342.38775510204 25298.19890454469
290 2012-06-05 1.0 0.75 SELL gap_floor 22962.795918367345 26913.999999999996 11342.38775510204 25298.19890454469
291 2012-06-07 0.75 0.9 BUY daily_reentry 24146.244897959183 26913.999999999996 11342.38775510204 25298.19890454469
292 2012-06-08 0.9 1.0 BUY daily_reentry 23802.65306122449 26913.999999999996 11342.38775510204 25298.19890454469
293 2012-06-13 1.0 0.9500000000000001 SELL two_close_floor 24260.77551020408 26913.999999999996 11342.38775510204 25298.19890454469
294 2012-06-14 0.9500000000000001 1.0 BUY daily_reentry 24069.897959183672 26913.999999999996 11342.38775510204 25298.19890454469
295 2012-06-20 1.0 0.75 SELL gap_floor 23898.102040816324 26913.999999999996 11342.38775510204 25298.19890454469
296 2012-06-21 0.75 0.9 BUY daily_reentry 23420.897959183672 26913.999999999996 11342.38775510204 25298.19890454469
297 2012-06-26 0.9 1.0 BUY daily_reentry 21741.16326530612 26913.999999999996 11342.38775510204 25446.63884793721
298 2012-06-27 1.0 0.75 SELL gap_floor 22275.632653061224 26913.999999999996 11342.38775510204 25446.63884793721
299 2012-06-28 0.75 0.9 BUY daily_reentry 22304.26530612245 26913.999999999996 11342.38775510204 25446.63884793721
300 2012-06-29 0.9 1.0 BUY daily_reentry 22934.448979591834 26913.999999999996 11342.38775510204 25446.63884793721
301 2012-07-04 1.0 0.75 SELL gap_floor 22743.489795918365 26913.999999999996 11342.38775510204 25446.63884793721
302 2012-07-05 0.75 0.9 BUY daily_reentry 22628.897959183672 26913.999999999996 11342.38775510204 25446.63884793721
303 2012-07-10 0.9 1.0 BUY daily_reentry 21521.326530612245 26913.999999999996 11342.38775510204 25494.731210482358
304 2012-07-11 1.0 0.6 SELL gap_floor 21349.4693877551 26913.999999999996 11342.38775510204 25511.0765534901
305 2012-07-13 0.6 0.75 BUY daily_reentry 21750.489795918365 26913.999999999996 11342.38775510204 25563.061979793616
306 2012-07-16 0.75 0.9 BUY daily_reentry 21998.734693877548 26913.999999999996 11342.38775510204 25563.061979793616
307 2012-07-17 0.9 1.0 BUY daily_reentry 22304.26530612245 26913.999999999996 11342.38775510204 25563.061979793616
308 2012-07-18 1.0 0.75 SELL gap_floor 22036.918367346938 26913.999999999996 11342.38775510204 25563.061979793616
309 2012-07-19 0.75 0.9 BUY daily_reentry 22819.85714285714 26913.999999999996 11342.38775510204 25563.061979793616
310 2012-07-20 0.9 1.0 BUY daily_reentry 22743.489795918365 26913.999999999996 11342.38775510204 25563.061979793616
311 2012-07-25 1.0 0.75 SELL gap_floor 22113.30612244898 26913.999999999996 11342.38775510204 25563.061979793616
312 2012-07-26 0.75 0.9 BUY daily_reentry 22380.65306122449 26913.999999999996 11342.38775510204 25563.061979793616
313 2012-07-27 0.9 1.0 BUY daily_reentry 23545.51020408163 26913.999999999996 11342.38775510204 25563.061979793616
314 2012-08-01 1.0 0.9500000000000001 SELL two_close_floor 24824.95918367347 26913.999999999996 11342.38775510204 25563.061979793616
315 2012-08-02 0.9500000000000001 1.0 BUY daily_reentry 24118.408163265303 26913.999999999996 11342.38775510204 25563.061979793616
316 2012-08-08 1.0 0.9500000000000001 SELL two_close_floor 25206.877551020407 26913.999999999996 11342.38775510204 25563.061979793616
317 2012-08-09 0.9500000000000001 1.0 BUY daily_reentry 25588.795918367345 26913.999999999996 11342.38775510204 25563.061979793616
318 2012-08-20 1.0 0.6 SELL gap_floor 24500.32653061224 26913.999999999996 11342.38775510204 25563.061979793616
319 2012-08-23 0.6 0.75 BUY daily_reentry 24576.714285714283 26913.999999999996 11342.38775510204 25563.061979793616
320 2012-08-24 0.75 0.9 BUY daily_reentry 24347.551020408162 26913.999999999996 11342.38775510204 25563.061979793616
321 2012-08-27 0.9 0.5 SELL gap_floor 22533.42857142857 26913.999999999996 11342.38775510204 25563.061979793616
322 2012-08-28 0.5 0.65 BUY daily_reentry 22819.85714285714 26913.999999999996 11342.38775510204 25563.061979793616
323 2012-08-29 0.65 0.8 BUY daily_reentry 23488.224489795917 26913.999999999996 11342.38775510204 25563.061979793616
324 2012-08-30 0.8 0.9500000000000001 BUY daily_reentry 23201.795918367345 26913.999999999996 11342.38775510204 25563.061979793616
325 2012-08-31 0.9500000000000001 1.0 BUY daily_reentry 23545.51020408163 26913.999999999996 11342.38775510204 25563.061979793616
326 2012-09-03 1.0 0.75 SELL gap_floor 23259.08163265306 26913.999999999996 11342.38775510204 25563.061979793616
327 2012-09-04 0.75 0.9 BUY daily_reentry 23259.08163265306 26913.999999999996 11342.38775510204 25563.061979793616
328 2012-09-06 0.9 1.0 BUY daily_reentry 22838.95918367347 26913.999999999996 11342.38775510204 25563.061979793616
329 2012-09-10 1.0 0.75 SELL gap_floor 23870.142857142855 26913.999999999996 11342.38775510204 25563.061979793616
330 2012-09-11 0.75 0.9 BUY daily_reentry 23984.734693877548 26913.999999999996 11342.38775510204 25563.061979793616
331 2012-09-12 0.9 1.0 BUY daily_reentry 24710.387755102038 26913.999999999996 11342.38775510204 25563.061979793616
332 2012-09-17 1.0 0.9500000000000001 SELL two_close_floor 25111.408163265303 26913.999999999996 11342.38775510204 25563.061979793616
333 2012-09-18 0.9500000000000001 1.0 BUY daily_reentry 25111.408163265303 26913.999999999996 11342.38775510204 25563.061979793616
334 2012-09-24 1.0 0.9500000000000001 SELL two_close_floor 25340.551020408162 26913.999999999996 11342.38775510204 25563.061979793616
335 2012-09-25 0.9500000000000001 1.0 BUY daily_reentry 25340.551020408162 26913.999999999996 11342.38775510204 25563.061979793616
336 2012-10-11 1.0 0.8 SELL two_close_floor 24901.346938775507 26913.999999999996 11342.38775510204 25563.061979793616
337 2012-10-15 0.8 0.9500000000000001 BUY daily_reentry 24824.95918367347 26913.999999999996 11342.38775510204 25563.061979793616
338 2012-10-16 0.9500000000000001 1.0 BUY daily_reentry 25397.836734693876 26913.999999999996 11342.38775510204 25563.061979793616
339 2012-10-18 1.0 0.9500000000000001 SELL two_close_floor 25531.51020408163 26913.999999999996 11342.38775510204 25563.061979793616
340 2012-10-19 0.9500000000000001 1.0 BUY daily_reentry 24863.142857142855 26913.999999999996 11342.38775510204 25563.061979793616
341 2012-10-25 1.0 0.9500000000000001 SELL two_close_floor 25245.08163265306 26913.999999999996 11342.38775510204 25563.061979793616
342 2012-10-29 0.9500000000000001 1.0 BUY daily_reentry 24805.85714285714 26913.999999999996 11342.38775510204 25563.061979793616
343 2012-11-01 1.0 0.75 SELL gap_floor 24767.67346938775 26913.999999999996 11342.38775510204 25563.061979793616
344 2012-11-02 0.75 0.9 BUY daily_reentry 25340.551020408162 26913.999999999996 11342.38775510204 25563.061979793616
345 2012-11-05 0.9 1.0 BUY daily_reentry 25607.897959183672 26913.999999999996 11342.38775510204 25563.061979793616
346 2012-11-16 1.0 0.8 SELL two_close_floor 24958.632653061224 26913.999999999996 11342.38775510204 25563.061979793616
347 2012-11-19 0.8 0.9500000000000001 BUY daily_reentry 25436.040816326527 26913.999999999996 11342.38775510204 25563.061979793616
348 2012-11-20 0.9500000000000001 1.0 BUY daily_reentry 26047.12244897959 26913.999999999996 11342.38775510204 25563.061979793616
349 2013-01-25 1.0 0.8 SELL two_close_floor 27197.97959183673 30249.836734693876 11342.38775510204 28042.162220070375
350 2013-01-29 0.8 0.9500000000000001 BUY daily_reentry 27044.42857142857 30249.836734693876 11342.38775510204 28062.190244226393
351 2013-01-30 0.9500000000000001 1.0 BUY daily_reentry 27639.42857142857 30249.836734693876 11342.38775510204 28062.190244226393
352 2013-02-01 1.0 0.9500000000000001 SELL two_close_floor 27658.63265306122 30249.836734693876 11342.38775510204 28062.190244226393
353 2013-02-04 0.9500000000000001 1.0 BUY daily_reentry 27581.85714285714 30249.836734693876 11342.38775510204 28062.190244226393
354 2013-02-08 1.0 0.9500000000000001 SELL two_close_floor 28061.693877551017 30249.836734693876 11342.38775510204 28062.190244226393
355 2013-02-12 0.9500000000000001 1.0 BUY daily_reentry 28176.877551020407 30249.836734693876 11342.38775510204 28062.190244226393
356 2013-03-19 1.0 0.9500000000000001 SELL two_close_floor 28311.224489795917 30249.836734693876 11342.38775510204 28402.28042810638
357 2013-03-20 0.9500000000000001 1.0 BUY daily_reentry 28023.32653061224 30249.836734693876 11342.38775510204 28402.28042810638
358 2013-04-19 1.0 0.8 SELL two_close_floor 28311.224489795917 30249.836734693876 11342.38775510204 28554.111832445295
359 2013-04-22 0.8 0.9500000000000001 BUY daily_reentry 28848.67346938775 30249.836734693876 11342.38775510204 28554.111832445295
360 2013-04-23 0.9500000000000001 1.0 BUY daily_reentry 28464.77551020408 30249.836734693876 11342.38775510204 28554.111832445295
361 2013-04-29 1.0 0.8 SELL two_close_floor 28426.387755102038 30249.836734693876 11342.38775510204 28554.111832445295
362 2013-04-30 0.8 0.9500000000000001 BUY daily_reentry 29174.959183673465 30249.836734693876 11342.38775510204 28554.111832445295
363 2013-05-02 0.9500000000000001 1.0 BUY daily_reentry 29328.51020408163 30249.836734693876 11342.38775510204 28554.111832445295
364 2013-05-13 1.0 0.9500000000000001 SELL two_close_floor 28349.61224489796 30249.836734693876 11342.38775510204 28554.111832445295
365 2013-05-14 0.9500000000000001 1.0 BUY daily_reentry 28791.08163265306 30249.836734693876 11342.38775510204 28554.111832445295
366 2013-05-24 1.0 0.9500000000000001 SELL two_close_floor 28522.367346938772 30249.836734693876 11342.38775510204 28694.636739089452
367 2013-05-27 0.9500000000000001 1.0 BUY daily_reentry 28579.938775510203 30249.836734693876 11342.38775510204 28724.869265481408
368 2013-06-07 1.0 0.6 SELL gap_floor 27389.918367346938 30249.836734693876 11342.38775510204 28758.45886300399
369 2013-06-14 0.6 0.35 SELL gap_floor 26276.653061224486 30249.836734693876 11342.38775510204 28758.45886300399
370 2013-10-07 0.35 0.5 BUY daily_reentry 27573.591836734693 30249.836734693876 11342.38775510204 29215.979749186943
371 2013-10-08 0.5 0.65 BUY daily_reentry 27458.387755102038 30249.836734693876 11342.38775510204 29215.979749186943
372 2013-10-10 0.65 0.8 BUY daily_reentry 27458.387755102038 30249.836734693876 11342.38775510204 29215.979749186943
373 2013-10-11 0.8 0.9500000000000001 BUY daily_reentry 27707.999999999996 30249.836734693876 11342.38775510204 29215.979749186943
374 2013-10-14 0.9500000000000001 0.7000000000000001 SELL gap_floor 27611.999999999996 30249.836734693876 11342.38775510204 29215.979749186943
375 2013-10-15 0.7000000000000001 0.8500000000000001 BUY daily_reentry 27976.836734693876 30249.836734693876 11342.38775510204 29215.979749186943
376 2013-10-16 0.8500000000000001 1.0 BUY daily_reentry 27842.408163265303 30249.836734693876 11342.38775510204 29215.979749186943
377 2013-10-21 1.0 0.75 SELL gap_floor 28111.244897959183 30249.836734693876 11342.38775510204 29215.979749186943
378 2013-10-22 0.75 0.9 BUY daily_reentry 27938.42857142857 30249.836734693876 11342.38775510204 29215.979749186943
379 2013-10-24 0.9 1.0 BUY daily_reentry 27823.224489795917 30249.836734693876 11342.38775510204 29215.979749186943
380 2013-10-28 1.0 0.75 SELL gap_floor 28456.877551020407 30249.836734693876 11342.38775510204 29215.979749186943
381 2013-10-29 0.75 0.9 BUY daily_reentry 28610.489795918365 30249.836734693876 11342.38775510204 29215.979749186943
382 2013-10-30 0.9 1.0 BUY daily_reentry 28802.489795918365 30249.836734693876 11342.38775510204 29215.979749186943
383 2013-11-04 1.0 0.9500000000000001 SELL two_close_floor 28783.306122448976 30249.836734693876 11342.38775510204 29215.979749186943
384 2013-11-05 0.9500000000000001 1.0 BUY daily_reentry 28514.4693877551 30249.836734693876 11342.38775510204 29215.979749186943
385 2013-11-11 1.0 0.75 SELL gap_floor 27419.97959183673 30249.836734693876 11342.38775510204 29215.979749186943
386 2013-11-12 0.75 0.9 BUY daily_reentry 27957.63265306122 30249.836734693876 11342.38775510204 29215.979749186943
387 2013-11-14 0.9 1.0 BUY daily_reentry 27343.16326530612 30249.836734693876 11342.38775510204 29215.979749186943
388 2013-11-18 1.0 0.75 SELL gap_floor 28303.26530612245 30249.836734693876 11342.38775510204 29215.979749186943
389 2013-11-19 0.75 0.9 BUY daily_reentry 28591.285714285714 30249.836734693876 11342.38775510204 29215.979749186943
390 2013-11-20 0.9 1.0 BUY daily_reentry 28226.448979591834 30249.836734693876 11342.38775510204 29215.979749186943
391 2013-11-25 1.0 0.75 SELL gap_floor 28130.448979591834 30249.836734693876 11342.38775510204 29215.979749186943
392 2013-11-26 0.75 0.9 BUY daily_reentry 28399.26530612245 30249.836734693876 11342.38775510204 29215.979749186943
393 2013-11-27 0.9 1.0 BUY daily_reentry 28226.448979591834 30249.836734693876 11342.38775510204 29215.979749186943
394 2013-12-02 1.0 0.75 SELL gap_floor 28168.836734693876 30249.836734693876 11342.38775510204 29215.979749186943
395 2013-12-05 0.75 0.9 BUY daily_reentry 27650.387755102038 30249.836734693876 11342.38775510204 29215.979749186943
396 2013-12-09 0.9 0.65 SELL gap_floor 27919.224489795917 30249.836734693876 11342.38775510204 29215.979749186943
397 2013-12-10 0.65 0.8 BUY daily_reentry 27650.387755102038 30249.836734693876 11342.38775510204 29215.979749186943
398 2013-12-16 0.8 0.4 SELL gap_floor 26882.32653061224 30249.836734693876 11342.38775510204 29215.979749186943
399 2013-12-19 0.4 0.55 BUY daily_reentry 27400.77551020408 30249.836734693876 11342.38775510204 29215.979749186943
400 2013-12-20 0.55 0.7000000000000001 BUY daily_reentry 27400.77551020408 30249.836734693876 11342.38775510204 29215.979749186943
401 2013-12-23 0.7000000000000001 0.5 SELL gap_floor 27515.999999999996 30249.836734693876 11342.38775510204 29215.979749186943
402 2014-01-02 0.5 0.35 SELL gap_floor 25383.77551020408 30249.836734693876 11342.38775510204 29215.979749186943
403 2014-03-31 0.35 0.5 BUY daily_reentry 26043.08163265306 30249.836734693876 11342.38775510204 29304.115479705615
404 2014-04-02 0.5 0.65 BUY daily_reentry 26314.571428571428 30249.836734693876 11342.38775510204 29304.115479705615
405 2014-04-03 0.65 0.8 BUY daily_reentry 26954.51020408163 30249.836734693876 11342.38775510204 29304.115479705615
406 2014-04-04 0.8 0.9500000000000001 BUY daily_reentry 26760.571428571428 30249.836734693876 11342.38775510204 29304.115479705615
407 2014-04-07 0.9500000000000001 0.7000000000000001 SELL gap_floor 27090.244897959183 30249.836734693876 11342.38775510204 29304.115479705615
408 2014-04-08 0.7000000000000001 0.8500000000000001 BUY daily_reentry 27032.061224489793 30249.836734693876 11342.38775510204 29304.115479705615
409 2014-04-09 0.8500000000000001 1.0 BUY daily_reentry 26586.061224489793 30249.836734693876 11342.38775510204 29304.115479705615
410 2014-04-14 1.0 0.75 SELL gap_floor 26566.67346938775 30249.836734693876 11342.38775510204 29304.115479705615
411 2014-04-15 0.75 0.9 BUY daily_reentry 26566.67346938775 30249.836734693876 11342.38775510204 29304.115479705615
412 2014-04-16 0.9 1.0 BUY daily_reentry 26760.571428571428 30249.836734693876 11342.38775510204 29304.115479705615
413 2014-04-21 1.0 0.75 SELL gap_floor 26760.571428571428 30249.836734693876 11342.38775510204 29304.115479705615
414 2014-04-22 0.75 0.9 BUY daily_reentry 26663.632653061224 30249.836734693876 11342.38775510204 29304.115479705615
415 2014-04-23 0.9 1.0 BUY daily_reentry 26935.102040816324 30249.836734693876 11342.38775510204 29304.115479705615
416 2014-04-28 1.0 0.75 SELL gap_floor 26915.714285714283 30249.836734693876 11342.38775510204 29304.115479705615
417 2014-05-08 0.75 0.35 SELL gap_floor 26178.836734693876 30249.836734693876 11342.38775510204 29304.115479705615
418 2014-05-12 0.35 0.5 BUY daily_reentry 26915.714285714283 30249.836734693876 11342.38775510204 29304.115479705615
419 2014-05-13 0.5 0.65 BUY daily_reentry 27148.42857142857 30249.836734693876 11342.38775510204 29304.115479705615
420 2014-05-14 0.65 0.8 BUY daily_reentry 27439.285714285714 30249.836734693876 11342.38775510204 29304.115479705615
421 2014-05-15 0.8 0.55 SELL gap_floor 27342.32653061224 30249.836734693876 11342.38775510204 29304.115479705615
422 2014-05-16 0.55 0.7000000000000001 BUY daily_reentry 27691.387755102038 30249.836734693876 11342.38775510204 29304.115479705615
423 2014-05-19 0.7000000000000001 0.8500000000000001 BUY daily_reentry 28079.224489795917 30249.836734693876 11342.38775510204 29304.115479705615
424 2014-05-20 0.8500000000000001 1.0 BUY daily_reentry 28137.408163265303 30249.836734693876 11342.38775510204 29304.115479705615
425 2014-05-22 1.0 0.75 SELL gap_floor 27652.61224489796 30249.836734693876 11342.38775510204 29304.115479705615
426 2014-05-23 0.75 0.9 BUY daily_reentry 27691.387755102038 30249.836734693876 11342.38775510204 29304.115479705615
427 2014-05-28 0.9 1.0 BUY daily_reentry 27788.346938775507 30249.836734693876 11342.38775510204 29304.115479705615
428 2014-05-29 1.0 0.75 SELL gap_floor 28311.918367346938 30249.836734693876 11342.38775510204 29304.115479705615
429 2014-05-30 0.75 0.9 BUY daily_reentry 27982.26530612245 30249.836734693876 11342.38775510204 29304.115479705615
430 2014-06-02 0.9 1.0 BUY daily_reentry 28214.95918367347 30249.836734693876 11342.38775510204 29304.115479705615
431 2014-06-09 1.0 0.6 SELL gap_floor 27322.938775510203 30249.836734693876 11342.38775510204 29304.115479705615
432 2014-06-10 0.6 0.75 BUY daily_reentry 27846.530612244896 30249.836734693876 11342.38775510204 29304.115479705615
433 2014-06-11 0.75 0.9 BUY daily_reentry 27575.040816326527 30249.836734693876 11342.38775510204 29304.115479705615
434 2014-06-12 0.9 1.0 BUY daily_reentry 27400.51020408163 30249.836734693876 11342.38775510204 29304.115479705615
435 2014-06-16 1.0 0.75 SELL gap_floor 26644.224489795917 30249.836734693876 11342.38775510204 29304.115479705615
436 2014-06-17 0.75 0.9 BUY daily_reentry 26644.224489795917 30249.836734693876 11342.38775510204 29304.115479705615
437 2014-06-23 0.9 0.5 SELL gap_floor 25635.85714285714 30249.836734693876 11342.38775510204 29304.115479705615
438 2014-06-30 0.5 0.35 SELL gap_floor 25645.551020408162 30249.836734693876 11342.38775510204 29304.115479705615
439 2014-07-29 0.35 0.5 BUY daily_reentry 26887.08163265306 30249.836734693876 11342.38775510204 29304.115479705615
440 2014-07-30 0.5 0.65 BUY daily_reentry 27061.67346938775 30249.836734693876 11342.38775510204 29304.115479705615
441 2014-08-04 0.65 0.35 SELL gap_floor 25548.551020408162 30249.836734693876 11342.38775510204 29304.115479705615
442 2014-12-01 0.35 0.5 BUY daily_reentry 25121.77551020408 30249.836734693876 11342.38775510204 29433.601180918184
443 2014-12-03 0.5 0.65 BUY daily_reentry 25179.95918367347 30249.836734693876 11342.38775510204 29433.601180918184
444 2014-12-04 0.65 0.8 BUY daily_reentry 25218.755102040814 30249.836734693876 11342.38775510204 29433.601180918184
445 2014-12-05 0.8 0.9500000000000001 BUY daily_reentry 25257.551020408162 30249.836734693876 11342.38775510204 29433.601180918184
446 2014-12-08 0.9500000000000001 1.0 BUY daily_reentry 25587.346938775507 30249.836734693876 11342.38775510204 29433.601180918184
447 2014-12-09 1.0 0.75 SELL gap_floor 26169.30612244898 30249.836734693876 11342.38775510204 29433.601180918184
448 2014-12-10 0.75 0.9 BUY daily_reentry 25548.551020408162 30249.836734693876 11342.38775510204 29433.601180918184
449 2014-12-11 0.9 1.0 BUY daily_reentry 25315.755102040814 30249.836734693876 11342.38775510204 29433.601180918184
450 2014-12-16 1.0 0.6 SELL gap_floor 24811.387755102038 30249.836734693876 11342.38775510204 29433.601180918184
451 2014-12-19 0.6 0.75 BUY daily_reentry 25761.938775510203 30249.836734693876 11342.38775510204 29433.601180918184
452 2014-12-22 0.75 0.9 BUY daily_reentry 26091.714285714283 30249.836734693876 11342.38775510204 29433.601180918184
453 2014-12-23 0.9 0.65 SELL gap_floor 25975.32653061224 30249.836734693876 11342.38775510204 29433.601180918184
454 2014-12-24 0.65 0.8 BUY daily_reentry 26052.918367346938 30249.836734693876 11342.38775510204 29433.601180918184
455 2014-12-26 0.8 0.9500000000000001 BUY daily_reentry 26227.51020408163 30249.836734693876 11342.38775510204 29433.601180918184
456 2014-12-29 0.9500000000000001 1.0 BUY daily_reentry 26158.61224489796 30249.836734693876 11342.38775510204 29433.601180918184
457 2015-01-02 1.0 0.75 SELL gap_floor 26178.30612244898 30249.836734693876 11342.38775510204 29433.601180918184
458 2015-01-05 0.75 0.9 BUY daily_reentry 26237.346938775507 30249.836734693876 11342.38775510204 29433.601180918184
459 2015-01-07 0.9 1.0 BUY daily_reentry 25725.591836734693 30249.836734693876 11342.38775510204 29433.601180918184
460 2015-01-09 1.0 0.75 SELL gap_floor 25863.387755102038 30249.836734693876 11342.38775510204 29433.601180918184
461 2015-01-12 0.75 0.9 BUY daily_reentry 25902.734693877548 30249.836734693876 11342.38775510204 29433.601180918184
462 2015-01-13 0.9 1.0 BUY daily_reentry 26355.448979591834 30249.836734693876 11342.38775510204 29433.601180918184
463 2015-01-16 1.0 0.75 SELL gap_floor 25902.734693877548 30249.836734693876 11342.38775510204 29433.601180918184
464 2015-01-19 0.75 0.9 BUY daily_reentry 26434.183673469386 30249.836734693876 11342.38775510204 29433.601180918184
465 2015-01-20 0.9 1.0 BUY daily_reentry 27004.97959183673 30249.836734693876 11342.38775510204 29433.601180918184
466 2015-01-23 1.0 0.75 SELL gap_floor 27280.551020408162 30249.836734693876 11342.38775510204 29433.601180918184
467 2015-01-26 0.75 0.9 BUY daily_reentry 27339.591836734693 30249.836734693876 11342.38775510204 29433.601180918184
468 2015-01-27 0.9 1.0 BUY daily_reentry 27556.102040816324 30249.836734693876 11342.38775510204 29433.601180918184
469 2015-01-30 1.0 0.75 SELL gap_floor 26867.20408163265 30249.836734693876 11342.38775510204 29433.601180918184
470 2015-02-02 0.75 0.9 BUY daily_reentry 26926.244897959183 30249.836734693876 11342.38775510204 29433.601180918184
471 2015-02-03 0.9 1.0 BUY daily_reentry 26886.897959183672 30249.836734693876 11342.38775510204 29433.601180918184
472 2015-02-06 1.0 0.75 SELL gap_floor 27004.97959183673 30249.836734693876 11342.38775510204 29433.601180918184
473 2015-02-09 0.75 0.9 BUY daily_reentry 27457.693877551017 30249.836734693876 11342.38775510204 29433.601180918184
474 2015-02-10 0.9 1.0 BUY daily_reentry 27123.08163265306 30249.836734693876 11342.38775510204 29433.601180918184
475 2015-02-13 1.0 0.75 SELL gap_floor 26788.4693877551 30249.836734693876 11342.38775510204 29433.601180918184
476 2015-02-16 0.75 0.9 BUY daily_reentry 27044.346938775507 30249.836734693876 11342.38775510204 29433.601180918184
477 2015-02-17 0.9 1.0 BUY daily_reentry 27103.408163265303 30249.836734693876 11342.38775510204 29433.601180918184
478 2015-02-25 1.0 0.75 SELL gap_floor 27142.77551020408 30249.836734693876 11342.38775510204 29433.601180918184
479 2015-02-26 0.75 0.9 BUY daily_reentry 27064.040816326527 30249.836734693876 11342.38775510204 29433.601180918184
480 2015-03-02 0.9 1.0 BUY daily_reentry 28008.81632653061 30249.836734693876 11342.38775510204 29433.601180918184
481 2015-03-04 1.0 0.75 SELL gap_floor 28284.387755102038 30249.836734693876 11342.38775510204 29433.601180918184
482 2015-03-05 0.75 0.9 BUY daily_reentry 27989.142857142855 30249.836734693876 11342.38775510204 29433.601180918184
483 2015-03-06 0.9 1.0 BUY daily_reentry 28382.795918367345 30249.836734693876 11342.38775510204 29433.601180918184
484 2015-03-11 1.0 0.9500000000000001 SELL two_close_floor 29012.653061224486 30249.836734693876 11342.38775510204 29433.601180918184
485 2015-03-12 0.9500000000000001 1.0 BUY daily_reentry 28481.20408163265 30249.836734693876 11342.38775510204 29433.601180918184
486 2015-03-20 1.0 0.9500000000000001 SELL two_close_floor 28815.81632653061 30249.836734693876 11342.38775510204 29433.601180918184
487 2015-03-23 0.9500000000000001 1.0 BUY daily_reentry 28874.877551020407 30249.836734693876 11342.38775510204 29433.601180918184
488 2015-03-27 1.0 0.6 SELL gap_floor 27969.448979591834 30249.836734693876 11342.38775510204 29433.601180918184
489 2015-03-30 0.6 0.75 BUY daily_reentry 28107.224489795917 30249.836734693876 11342.38775510204 29433.601180918184
490 2015-03-31 0.75 0.9 BUY daily_reentry 28363.102040816324 30249.836734693876 11342.38775510204 29433.601180918184
491 2015-04-01 0.9 1.0 BUY daily_reentry 28008.81632653061 30249.836734693876 11342.38775510204 29433.601180918184
492 2015-04-03 1.0 0.75 SELL gap_floor 28225.32653061224 30249.836734693876 11342.38775510204 29433.601180918184
493 2015-04-06 0.75 0.9 BUY daily_reentry 28933.918367346938 30249.836734693876 11342.38775510204 29433.601180918184
494 2015-04-07 0.9 1.0 BUY daily_reentry 28776.448979591834 30249.836734693876 11342.38775510204 29433.601180918184
495 2015-04-10 1.0 0.9500000000000001 SELL two_close_floor 29327.571428571428 30249.836734693876 11342.38775510204 29433.601180918184
496 2015-04-13 0.9500000000000001 1.0 BUY daily_reentry 29111.061224489793 30249.836734693876 11342.38775510204 29433.601180918184
497 2015-04-17 1.0 0.75 SELL gap_floor 28540.26530612245 30249.836734693876 11342.38775510204 29433.601180918184
498 2015-04-21 0.75 0.9 BUY daily_reentry 28422.16326530612 30249.836734693876 11342.38775510204 29433.601180918184
499 2015-04-22 0.9 1.0 BUY daily_reentry 28756.77551020408 30249.836734693876 11342.38775510204 29433.601180918184
500 2015-04-24 1.0 0.6 SELL gap_floor 27752.938775510203 30249.836734693876 11342.38775510204 29433.601180918184
501 2015-04-29 0.6 0.75 BUY daily_reentry 27260.85714285714 30249.836734693876 11342.38775510204 29433.601180918184
502 2015-04-30 0.75 0.9 BUY daily_reentry 27752.938775510203 30249.836734693876 11342.38775510204 29433.601180918184
503 2015-05-04 0.9 0.65 SELL gap_floor 27556.102040816324 30249.836734693876 11342.38775510204 29433.601180918184
504 2015-05-07 0.65 0.8 BUY daily_reentry 26965.632653061224 30249.836734693876 11342.38775510204 29433.601180918184
505 2015-05-12 0.8 0.4 SELL gap_floor 26197.97959183673 30249.836734693876 11342.38775510204 29433.601180918184
506 2015-05-13 0.4 0.55 BUY daily_reentry 26237.346938775507 30249.836734693876 11342.38775510204 29433.601180918184
507 2015-05-14 0.55 0.7000000000000001 BUY daily_reentry 26375.142857142855 30249.836734693876 11342.38775510204 29433.601180918184
508 2015-05-19 0.7000000000000001 0.5 SELL gap_floor 26335.77551020408 30249.836734693876 11342.38775510204 29433.601180918184
509 2015-05-20 0.5 0.65 BUY daily_reentry 26886.897959183672 30249.836734693876 11342.38775510204 29433.601180918184
510 2015-05-21 0.65 0.8 BUY daily_reentry 26611.32653061224 30249.836734693876 11342.38775510204 29433.601180918184
511 2015-05-22 0.8 0.9500000000000001 BUY daily_reentry 26571.95918367347 30249.836734693876 11342.38775510204 29433.601180918184
512 2015-05-26 0.9500000000000001 1.0 BUY daily_reentry 26808.16326530612 30249.836734693876 11342.38775510204 29433.601180918184
513 2015-05-27 1.0 0.6 SELL gap_floor 25863.387755102038 30249.836734693876 11342.38775510204 29433.601180918184
514 2015-06-02 0.6 0.75 BUY daily_reentry 25646.85714285714 30249.836734693876 11342.38775510204 29433.601180918184
515 2015-06-03 0.75 0.35 SELL gap_floor 25056.367346938772 30249.836734693876 11342.38775510204 29433.601180918184
516 2015-06-04 0.35 0.5 BUY daily_reentry 26316.08163265306 30249.836734693876 11342.38775510204 29433.601180918184
517 2015-06-05 0.5 0.65 BUY daily_reentry 26394.81632653061 30249.836734693876 11342.38775510204 29433.601180918184
518 2015-06-08 0.65 0.8 BUY daily_reentry 25863.387755102038 30249.836734693876 11342.38775510204 29433.601180918184
519 2015-06-10 0.8 0.4 SELL gap_floor 24839.85714285714 30249.836734693876 11342.38775510204 29433.601180918184
520 2015-06-17 0.4 0.35 SELL gap_floor 24682.408163265303 30249.836734693876 11342.38775510204 29433.601180918184
521 2015-06-23 0.35 0.5 BUY daily_reentry 26001.16326530612 30249.836734693876 11342.38775510204 29433.601180918184
522 2015-06-24 0.5 0.35 SELL gap_floor 25627.183673469386 30249.836734693876 11342.38775510204 29433.601180918184
523 2015-10-27 0.35 0.5 BUY daily_reentry 25568.448979591834 30249.836734693876 11342.38775510204 29433.601180918184
524 2015-10-28 0.5 0.65 BUY daily_reentry 25765.448979591834 30249.836734693876 11342.38775510204 29433.601180918184
525 2015-10-29 0.65 0.8 BUY daily_reentry 26100.30612244898 30249.836734693876 11342.38775510204 29433.601180918184
526 2015-10-30 0.8 0.9500000000000001 BUY daily_reentry 27026.142857142855 30249.836734693876 11342.38775510204 29433.601180918184
527 2015-11-02 0.9500000000000001 0.7000000000000001 SELL gap_floor 27242.81632653061 30249.836734693876 11342.38775510204 29433.601180918184
528 2015-11-03 0.7000000000000001 0.8500000000000001 BUY daily_reentry 26632.16326530612 30249.836734693876 11342.38775510204 29433.601180918184
529 2015-11-04 0.8500000000000001 1.0 BUY daily_reentry 26198.795918367345 30249.836734693876 11342.38775510204 29433.601180918184
530 2015-11-09 1.0 0.75 SELL gap_floor 26474.571428571428 30249.836734693876 11342.38775510204 29433.601180918184
531 2015-11-11 0.75 0.9 BUY daily_reentry 26257.897959183672 30249.836734693876 11342.38775510204 29433.601180918184
532 2015-11-16 0.9 0.5 SELL gap_floor 24879.020408163262 30249.836734693876 11342.38775510204 29433.601180918184
533 2015-11-23 0.5 0.35 SELL gap_floor 25253.285714285714 30249.836734693876 11342.38775510204 29433.601180918184
534 2015-11-24 0.35 0.5 BUY daily_reentry 25588.142857142855 30249.836734693876 11342.38775510204 29433.601180918184
535 2015-11-25 0.5 0.65 BUY daily_reentry 25588.142857142855 30249.836734693876 11342.38775510204 29433.601180918184
536 2015-11-26 0.65 0.8 BUY daily_reentry 26297.30612244898 30249.836734693876 11342.38775510204 29433.601180918184
537 2015-11-27 0.8 0.9500000000000001 BUY daily_reentry 26139.714285714283 30249.836734693876 11342.38775510204 29433.601180918184
538 2015-11-30 0.9500000000000001 0.55 SELL gap_floor 25292.67346938775 30249.836734693876 11342.38775510204 29433.601180918184
539 2015-12-01 0.55 0.7000000000000001 BUY daily_reentry 26021.51020408163 30249.836734693876 11342.38775510204 29433.601180918184
540 2015-12-02 0.7000000000000001 0.8500000000000001 BUY daily_reentry 25607.85714285714 30249.836734693876 11342.38775510204 29433.601180918184
541 2015-12-07 0.8500000000000001 0.45000000000000007 SELL gap_floor 24859.30612244898 30249.836734693876 11342.38775510204 29433.601180918184
542 2015-12-14 0.45000000000000007 0.35 SELL gap_floor 24839.61224489796 30249.836734693876 11342.38775510204 29433.601180918184
543 2015-12-16 0.35 0.5 BUY daily_reentry 25588.142857142855 30249.836734693876 11342.38775510204 29433.601180918184
544 2015-12-17 0.5 0.65 BUY daily_reentry 25410.877551020407 30249.836734693876 11342.38775510204 29433.601180918184
545 2015-12-21 0.65 0.35 SELL gap_floor 25213.897959183672 30249.836734693876 11342.38775510204 29433.601180918184
546 2015-12-22 0.35 0.5 BUY daily_reentry 25450.26530612245 30249.836734693876 11342.38775510204 29433.601180918184
547 2015-12-23 0.5 0.65 BUY daily_reentry 25509.367346938772 30249.836734693876 11342.38775510204 29433.601180918184
548 2015-12-24 0.65 0.8 BUY daily_reentry 25312.387755102038 30249.836734693876 11342.38775510204 29433.601180918184
549 2015-12-29 0.8 0.4 SELL gap_floor 25098.224489795917 30249.836734693876 11342.38775510204 29433.601180918184
550 2015-12-30 0.4 0.55 BUY daily_reentry 25218.30612244898 30249.836734693876 11342.38775510204 29433.601180918184
551 2016-01-07 0.55 0.35 SELL gap_floor 23276.897959183672 30249.836734693876 11342.38775510204 29433.601180918184
552 2016-03-03 0.35 0.5 BUY daily_reentry 24417.734693877548 30249.836734693876 11342.38775510204 29433.601180918184
553 2016-03-04 0.5 0.65 BUY daily_reentry 24317.65306122449 30249.836734693876 11342.38775510204 29433.601180918184
554 2016-03-07 0.65 0.8 BUY daily_reentry 24477.77551020408 30249.836734693876 11342.38775510204 29433.601180918184
555 2016-03-09 0.8 0.4 SELL gap_floor 23897.346938775507 30249.836734693876 11342.38775510204 29433.601180918184
556 2016-03-10 0.4 0.55 BUY daily_reentry 24517.795918367345 30249.836734693876 11342.38775510204 29433.601180918184
557 2016-03-11 0.55 0.7000000000000001 BUY daily_reentry 24998.16326530612 30249.836734693876 11342.38775510204 29433.601180918184
558 2016-03-14 0.7000000000000001 0.8500000000000001 BUY daily_reentry 25118.244897959183 30249.836734693876 11342.38775510204 29433.601180918184
559 2016-03-15 0.8500000000000001 1.0 BUY daily_reentry 25078.20408163265 30249.836734693876 11342.38775510204 29433.601180918184
560 2016-03-16 1.0 0.75 SELL gap_floor 25138.244897959183 30249.836734693876 11342.38775510204 29433.601180918184
561 2016-03-17 0.75 0.9 BUY daily_reentry 25278.367346938772 30249.836734693876 11342.38775510204 29433.601180918184
562 2016-03-18 0.9 1.0 BUY daily_reentry 25478.51020408163 30249.836734693876 11342.38775510204 29433.601180918184
563 2016-03-23 1.0 0.75 SELL gap_floor 25598.591836734693 30249.836734693876 11342.38775510204 29433.601180918184
564 2016-03-24 0.75 0.9 BUY daily_reentry 25658.632653061224 30249.836734693876 11342.38775510204 29433.601180918184
565 2016-03-25 0.9 1.0 BUY daily_reentry 25778.714285714283 30249.836734693876 11342.38775510204 29433.601180918184
566 2016-03-30 1.0 0.75 SELL gap_floor 26179.020408163262 30249.836734693876 11342.38775510204 29433.601180918184
567 2016-03-31 0.75 0.9 BUY daily_reentry 26259.061224489793 30249.836734693876 11342.38775510204 29433.601180918184
568 2016-04-04 0.9 1.0 BUY daily_reentry 26118.95918367347 30249.836734693876 11342.38775510204 29433.601180918184
569 2016-04-06 1.0 0.75 SELL gap_floor 25718.67346938775 30249.836734693876 11342.38775510204 29433.601180918184
570 2016-04-07 0.75 0.9 BUY daily_reentry 25398.448979591834 30249.836734693876 11342.38775510204 29433.601180918184
571 2016-04-11 0.9 1.0 BUY daily_reentry 25338.408163265303 30249.836734693876 11342.38775510204 29433.601180918184
572 2016-04-14 1.0 0.75 SELL gap_floor 26018.897959183672 30249.836734693876 11342.38775510204 29433.601180918184
573 2016-04-15 0.75 0.9 BUY daily_reentry 26018.897959183672 30249.836734693876 11342.38775510204 29433.601180918184
574 2016-04-18 0.9 1.0 BUY daily_reentry 25998.877551020407 30249.836734693876 11342.38775510204 29433.601180918184
575 2016-04-21 1.0 0.75 SELL gap_floor 25898.81632653061 30249.836734693876 11342.38775510204 29433.601180918184
576 2016-04-25 0.75 0.9 BUY daily_reentry 25638.61224489796 30249.836734693876 11342.38775510204 29433.601180918184
577 2016-04-26 0.9 1.0 BUY daily_reentry 25938.836734693876 30249.836734693876 11342.38775510204 29433.601180918184
578 2016-04-28 1.0 0.6 SELL gap_floor 25318.387755102038 30249.836734693876 11342.38775510204 29433.601180918184
579 2016-05-02 0.6 0.75 BUY daily_reentry 25018.16326530612 30249.836734693876 11342.38775510204 29433.601180918184
580 2016-05-03 0.75 0.9 BUY daily_reentry 25238.32653061224 30249.836734693876 11342.38775510204 29433.601180918184
581 2016-05-04 0.9 1.0 BUY daily_reentry 25818.755102040814 30249.836734693876 11342.38775510204 29433.601180918184
582 2016-05-09 1.0 0.75 SELL gap_floor 25998.877551020407 30249.836734693876 11342.38775510204 29433.601180918184
583 2016-05-10 0.75 0.9 BUY daily_reentry 25938.836734693876 30249.836734693876 11342.38775510204 29433.601180918184
584 2016-05-11 0.9 1.0 BUY daily_reentry 25858.77551020408 30249.836734693876 11342.38775510204 29433.601180918184
585 2016-05-16 1.0 0.6 SELL gap_floor 24978.142857142855 30249.836734693876 11342.38775510204 29433.601180918184
586 2016-05-17 0.6 0.75 BUY daily_reentry 25298.367346938772 30249.836734693876 11342.38775510204 29433.601180918184
587 2016-05-18 0.75 0.9 BUY daily_reentry 25378.42857142857 30249.836734693876 11342.38775510204 29433.601180918184
588 2016-05-19 0.9 1.0 BUY daily_reentry 25418.4693877551 30249.836734693876 11342.38775510204 29433.601180918184
589 2016-05-23 1.0 0.75 SELL gap_floor 25738.693877551017 30249.836734693876 11342.38775510204 29433.601180918184
590 2016-05-24 0.75 0.9 BUY daily_reentry 25438.4693877551 30249.836734693876 11342.38775510204 29433.601180918184
591 2016-05-25 0.9 1.0 BUY daily_reentry 25918.81632653061 30249.836734693876 11342.38775510204 29433.601180918184
592 2016-05-30 1.0 0.75 SELL gap_floor 25618.61224489796 30249.836734693876 11342.38775510204 29433.601180918184
593 2016-05-31 0.75 0.9 BUY daily_reentry 25858.77551020408 30249.836734693876 11342.38775510204 29433.601180918184
594 2016-06-01 0.9 1.0 BUY daily_reentry 26679.367346938772 30249.836734693876 11342.38775510204 29433.601180918184
595 2016-06-07 1.0 0.75 SELL gap_floor 27980.32653061224 30249.836734693876 11342.38775510204 29433.601180918184
596 2016-06-08 0.75 0.9 BUY daily_reentry 28140.42857142857 30249.836734693876 11342.38775510204 29433.601180918184
597 2016-06-09 0.9 1.0 BUY daily_reentry 28620.795918367345 30249.836734693876 11342.38775510204 29433.601180918184
598 2016-06-14 1.0 0.75 SELL gap_floor 27620.061224489793 30249.836734693876 11342.38775510204 29433.601180918184
599 2016-06-15 0.75 0.9 BUY daily_reentry 28280.530612244896 30249.836734693876 11342.38775510204 29433.601180918184
600 2016-06-16 0.9 1.0 BUY daily_reentry 28200.4693877551 30249.836734693876 11342.38775510204 29433.601180918184
601 2016-06-21 1.0 0.9500000000000001 SELL two_close_floor 28981.040816326527 30249.836734693876 11342.38775510204 29433.601180918184
602 2016-06-22 0.9500000000000001 1.0 BUY daily_reentry 28920.999999999996 30249.836734693876 11342.38775510204 29433.601180918184
603 2016-06-28 1.0 0.75 SELL gap_floor 28000.32653061224 30249.836734693876 11342.38775510204 29433.601180918184
604 2016-06-30 0.75 0.9 BUY daily_reentry 28541.12244897959 30249.836734693876 11342.38775510204 29433.601180918184
605 2016-07-01 0.9 1.0 BUY daily_reentry 29362.306122448976 30249.836734693876 11342.38775510204 29433.601180918184
606 2016-07-05 1.0 0.9500000000000001 SELL two_close_floor 29422.387755102038 30249.836734693876 11342.38775510204 29433.601180918184
607 2016-07-06 0.9500000000000001 1.0 BUY daily_reentry 28460.999999999996 30249.836734693876 11342.38775510204 29433.601180918184
608 2016-09-12 1.0 0.6 SELL gap_floor 29342.26530612245 33788.67346938775 11342.38775510204 31490.66851010496
609 2016-09-13 0.6 0.75 BUY daily_reentry 30584.061224489793 33788.67346938775 11342.38775510204 31490.66851010496
610 2016-09-19 0.75 0.9 BUY daily_reentry 31204.959183673465 33788.67346938775 11342.38775510204 31490.66851010496
611 2016-09-20 0.9 1.0 BUY daily_reentry 31745.734693877548 33788.67346938775 11342.38775510204 31490.66851010496
612 2016-09-26 1.0 0.9500000000000001 SELL two_close_floor 31405.244897959183 33788.67346938775 11342.38775510204 31490.66851010496
613 2016-09-27 0.9500000000000001 1.0 BUY daily_reentry 31425.26530612245 33788.67346938775 11342.38775510204 31490.66851010496
614 2016-10-12 1.0 0.8 SELL two_close_floor 30744.28571428571 34169.22448979592 11342.38775510204 31490.66851010496
615 2016-10-13 0.8 0.9500000000000001 BUY daily_reentry 31184.918367346938 34169.22448979592 11342.38775510204 31490.66851010496
616 2016-10-14 0.9500000000000001 1.0 BUY daily_reentry 31585.489795918365 34169.22448979592 11342.38775510204 31490.66851010496
617 2016-11-15 1.0 0.8 SELL two_close_floor 30824.408163265303 34169.22448979592 11342.38775510204 31772.624510063557
618 2016-11-16 0.8 0.9500000000000001 BUY daily_reentry 31204.959183673465 34169.22448979592 11342.38775510204 31816.405912220915
619 2016-11-17 0.9500000000000001 1.0 BUY daily_reentry 31405.244897959183 34169.22448979592 11342.38775510204 31817.449455882583
620 2017-07-31 1.0 0.9500000000000001 SELL two_close_floor 49050.428571428565 52103.36734693877 11342.38775510204 49514.70717656707
621 2017-08-01 0.9500000000000001 1.0 BUY daily_reentry 49457.489795918365 52103.36734693877 11342.38775510204 49514.70717656707
622 2017-08-07 1.0 0.8 SELL two_close_floor 48419.489795918365 52103.36734693877 11342.38775510204 49514.70717656707
623 2017-08-08 0.8 0.9500000000000001 BUY daily_reentry 48561.95918367347 52103.36734693877 11342.38775510204 49514.70717656707
624 2017-08-14 0.9500000000000001 0.7000000000000001 SELL gap_floor 45793.95918367347 52103.36734693877 11342.38775510204 49514.70717656707
625 2017-08-16 0.7000000000000001 0.8500000000000001 BUY daily_reentry 47015.142857142855 52103.36734693877 11342.38775510204 49514.70717656707
626 2017-08-17 0.8500000000000001 1.0 BUY daily_reentry 47869.95918367347 52103.36734693877 11342.38775510204 49514.70717656707
627 2017-08-22 1.0 0.9500000000000001 SELL two_close_floor 47829.26530612245 52103.36734693877 11342.38775510204 49514.70717656707
628 2017-08-23 0.9500000000000001 1.0 BUY daily_reentry 48317.734693877544 52103.36734693877 11342.38775510204 49514.70717656707
629 2017-08-29 1.0 0.6 SELL gap_floor 46893.02040816326 52103.36734693877 11342.38775510204 49514.70717656707
630 2017-08-30 0.6 0.75 BUY daily_reentry 47015.142857142855 52103.36734693877 11342.38775510204 49514.70717656707
631 2017-08-31 0.75 0.9 BUY daily_reentry 47137.26530612245 52103.36734693877 11342.38775510204 49514.70717656707
632 2017-09-01 0.9 1.0 BUY daily_reentry 47300.081632653055 52103.36734693877 11342.38775510204 49514.70717656707
633 2017-09-05 1.0 0.75 SELL gap_floor 47585.02040816326 52103.36734693877 11342.38775510204 49514.70717656707
634 2017-09-06 0.75 0.9 BUY daily_reentry 47829.26530612245 52103.36734693877 11342.38775510204 49514.70717656707
635 2017-09-07 0.9 1.0 BUY daily_reentry 48969.02040816326 52103.36734693877 11342.38775510204 49514.70717656707
636 2017-11-28 1.0 0.9500000000000001 SELL two_close_floor 54367.3469387755 58387.755102040814 11342.38775510204 54742.642468460326
637 2017-12-01 0.9500000000000001 1.0 BUY daily_reentry 51877.55102040816 58387.755102040814 11342.38775510204 54913.29159441004
638 2017-12-05 1.0 0.75 SELL gap_floor 52306.122448979586 58387.755102040814 11342.38775510204 54913.29159441004
639 2017-12-07 0.75 0.9 BUY daily_reentry 51775.51020408163 58387.755102040814 11342.38775510204 54962.05416199475
640 2017-12-08 0.9 1.0 BUY daily_reentry 53061.22448979592 58387.755102040814 11342.38775510204 54962.05416199475
641 2017-12-12 1.0 0.75 SELL gap_floor 53163.26530612245 58387.755102040814 11342.38775510204 54962.05416199475
642 2017-12-13 0.75 0.9 BUY daily_reentry 52367.3469387755 58387.755102040814 11342.38775510204 54962.05416199475
643 2017-12-14 0.9 1.0 BUY daily_reentry 52102.040816326524 58387.755102040814 11342.38775510204 54962.05416199475
644 2017-12-19 1.0 0.75 SELL gap_floor 52612.24489795918 58387.755102040814 11342.38775510204 54962.05416199475
645 2017-12-22 0.75 0.9 BUY daily_reentry 50714.28571428571 58387.755102040814 11342.38775510204 54962.05416199475
646 2017-12-27 0.9 1.0 BUY daily_reentry 50367.3469387755 58387.755102040814 11342.38775510204 54962.05416199475
647 2017-12-28 1.0 0.75 SELL gap_floor 51999.99999999999 58387.755102040814 11342.38775510204 54962.05416199475
648 2018-01-01 0.75 0.9 BUY daily_reentry 51999.99999999999 58387.755102040814 11342.38775510204 54962.05416199475
649 2018-01-02 0.9 1.0 BUY daily_reentry 52061.22448979592 58387.755102040814 11342.38775510204 54962.05416199475
650 2018-01-05 1.0 0.75 SELL gap_floor 53183.67346938775 58387.755102040814 11342.38775510204 54962.05416199475
651 2018-01-08 0.75 0.9 BUY daily_reentry 53081.63265306122 58387.755102040814 11342.38775510204 54962.05416199475
652 2018-01-12 0.9 0.5 SELL gap_floor 49183.67346938775 58387.755102040814 11342.38775510204 54984.576887479365
653 2018-01-16 0.5 0.65 BUY daily_reentry 51020.4081632653 58387.755102040814 11342.38775510204 54984.576887479365
654 2018-01-17 0.65 0.8 BUY daily_reentry 50632.65306122448 58387.755102040814 11342.38775510204 54984.576887479365
655 2018-01-18 0.8 0.9500000000000001 BUY daily_reentry 50918.36734693877 58387.755102040814 11342.38775510204 54984.576887479365
656 2018-01-19 0.9500000000000001 0.7000000000000001 SELL gap_floor 50326.5306122449 58387.755102040814 11342.38775510204 54984.576887479365
657 2018-01-23 0.7000000000000001 0.8500000000000001 BUY daily_reentry 50163.26530612245 58387.755102040814 11342.38775510204 54984.576887479365
658 2018-01-24 0.8500000000000001 1.0 BUY daily_reentry 50346.9387755102 58387.755102040814 11342.38775510204 54984.576887479365
659 2018-01-26 1.0 0.75 SELL gap_floor 51816.32653061224 58387.755102040814 11342.38775510204 54984.576887479365
660 2018-01-29 0.75 0.9 BUY daily_reentry 52265.30612244897 58387.755102040814 11342.38775510204 54984.576887479365
661 2018-01-30 0.9 1.0 BUY daily_reentry 50816.32653061224 58387.755102040814 11342.38775510204 54984.576887479365
662 2018-02-02 1.0 0.6 SELL gap_floor 48673.469387755096 58387.755102040814 11342.38775510204 54984.576887479365
663 2018-02-09 0.6 0.35 SELL gap_floor 45612.24489795918 58387.755102040814 11342.38775510204 54984.576887479365
664 2018-03-09 0.35 0.5 BUY daily_reentry 50755.102040816324 58387.755102040814 11342.38775510204 55500.722953676355
665 2018-03-13 0.5 0.65 BUY daily_reentry 52714.28571428571 58387.755102040814 11342.38775510204 55500.722953676355
666 2018-03-14 0.65 0.8 BUY daily_reentry 52816.32653061224 58387.755102040814 11342.38775510204 55500.722953676355
667 2018-03-15 0.8 0.9500000000000001 BUY daily_reentry 52591.836734693876 58387.755102040814 11342.38775510204 55500.722953676355
668 2018-03-16 0.9500000000000001 1.0 BUY daily_reentry 52183.67346938775 58387.755102040814 11342.38775510204 55500.722953676355
669 2018-03-19 1.0 0.75 SELL gap_floor 51775.51020408163 58387.755102040814 11342.38775510204 55500.722953676355
670 2018-03-20 0.75 0.9 BUY daily_reentry 52244.89795918367 58387.755102040814 11342.38775510204 55500.722953676355
671 2018-03-21 0.9 1.0 BUY daily_reentry 52102.040816326524 58387.755102040814 11342.38775510204 55500.722953676355
672 2018-03-26 1.0 0.75 SELL gap_floor 51306.122448979586 58387.755102040814 11342.38775510204 55500.722953676355
673 2018-03-27 0.75 0.9 BUY daily_reentry 50999.99999999999 58387.755102040814 11342.38775510204 55500.722953676355
674 2018-04-02 0.9 0.5 SELL gap_floor 49530.61224489796 58387.755102040814 11342.38775510204 55500.722953676355
675 2018-04-09 0.5 0.35 SELL gap_floor 49200.0 58387.755102040814 11342.38775510204 55500.722953676355
676 2018-04-18 0.35 0.5 BUY daily_reentry 51360.0 58387.755102040814 11342.38775510204 55500.722953676355
677 2018-04-19 0.5 0.65 BUY daily_reentry 52780.0 58387.755102040814 11342.38775510204 55500.722953676355
678 2018-04-20 0.65 0.8 BUY daily_reentry 51620.0 58387.755102040814 11342.38775510204 55500.722953676355
679 2018-04-23 0.8 0.55 SELL gap_floor 51900.0 58387.755102040814 11342.38775510204 55500.722953676355
680 2018-04-26 0.55 0.7000000000000001 BUY daily_reentry 52140.0 58387.755102040814 11342.38775510204 55500.722953676355
681 2018-04-27 0.7000000000000001 0.8500000000000001 BUY daily_reentry 53000.0 58387.755102040814 11342.38775510204 55500.722953676355
682 2018-04-30 0.8500000000000001 0.6000000000000001 SELL gap_floor 53000.0 58387.755102040814 11342.38775510204 55500.722953676355
683 2018-05-02 0.6000000000000001 0.7500000000000001 BUY daily_reentry 53000.0 58387.755102040814 11342.38775510204 55500.722953676355
684 2018-05-03 0.7500000000000001 0.9000000000000001 BUY daily_reentry 53000.0 58387.755102040814 11342.38775510204 55500.722953676355
685 2018-05-08 0.9000000000000001 1.0 BUY daily_reentry 52600.0 58387.755102040814 11342.38775510204 55500.722953676355
686 2018-05-09 1.0 0.6 SELL gap_floor 50900.0 58387.755102040814 11342.38775510204 55500.722953676355
687 2018-05-10 0.6 0.75 BUY daily_reentry 51600.0 58387.755102040814 11342.38775510204 55500.722953676355
688 2018-05-17 0.75 0.35 SELL gap_floor 49400.0 58387.755102040814 11342.38775510204 55500.722953676355
689 2018-05-23 0.35 0.5 BUY daily_reentry 51800.0 58387.755102040814 11342.38775510204 55500.722953676355
690 2018-05-24 0.5 0.65 BUY daily_reentry 51400.0 58387.755102040814 11342.38775510204 55500.722953676355
691 2018-05-25 0.65 0.5 SELL gap_floor 52700.0 58387.755102040814 11342.38775510204 55500.722953676355
692 2018-05-28 0.5 0.65 BUY daily_reentry 52300.0 58387.755102040814 11342.38775510204 55500.722953676355
693 2018-06-01 0.65 0.35 SELL gap_floor 51300.0 58387.755102040814 11342.38775510204 55500.722953676355
694 2019-01-30 0.35 0.5 BUY daily_reentry 46400.0 58387.755102040814 11342.38775510204 56936.673286843776
695 2019-01-31 0.5 0.65 BUY daily_reentry 46150.0 58387.755102040814 11342.38775510204 56936.673286843776
696 2019-02-01 0.65 0.8 BUY daily_reentry 46350.0 58387.755102040814 11342.38775510204 56936.673286843776
697 2019-02-07 0.8 0.9500000000000001 BUY daily_reentry 46200.0 58387.755102040814 11342.38775510204 56936.673286843776
698 2019-02-08 0.9500000000000001 0.55 SELL gap_floor 44800.0 58387.755102040814 11342.38775510204 56936.673286843776
699 2019-02-12 0.55 0.7000000000000001 BUY daily_reentry 46050.0 58387.755102040814 11342.38775510204 56936.673286843776
700 2019-02-13 0.7000000000000001 0.8500000000000001 BUY daily_reentry 46200.0 58387.755102040814 11342.38775510204 56936.673286843776
701 2019-02-14 0.8500000000000001 1.0 BUY daily_reentry 47500.0 58387.755102040814 11342.38775510204 56936.673286843776
702 2019-02-15 1.0 0.75 SELL gap_floor 46050.0 58387.755102040814 11342.38775510204 56936.673286843776
703 2019-02-18 0.75 0.9 BUY daily_reentry 46200.0 58387.755102040814 11342.38775510204 56936.673286843776
704 2019-02-20 0.9 1.0 BUY daily_reentry 46900.0 58387.755102040814 11342.38775510204 56936.673286843776
705 2019-02-22 1.0 0.75 SELL gap_floor 47150.0 58387.755102040814 11342.38775510204 56936.673286843776
706 2019-02-25 0.75 0.9 BUY daily_reentry 47350.0 58387.755102040814 11342.38775510204 56936.673286843776
707 2019-02-26 0.9 1.0 BUY daily_reentry 46750.0 58387.755102040814 11342.38775510204 56936.673286843776
708 2019-03-04 1.0 0.6 SELL gap_floor 44850.0 58387.755102040814 11342.38775510204 56936.673286843776
709 2019-03-11 0.6 0.35 SELL gap_floor 43650.0 58387.755102040814 11342.38775510204 56936.673286843776
710 2019-03-21 0.35 0.5 BUY daily_reentry 45850.0 58387.755102040814 11342.38775510204 56936.673286843776
711 2019-03-22 0.5 0.65 BUY daily_reentry 46550.0 58387.755102040814 11342.38775510204 56936.673286843776
712 2019-03-25 0.65 0.5 SELL gap_floor 45500.0 58387.755102040814 11342.38775510204 56936.673286843776
713 2019-03-26 0.5 0.65 BUY daily_reentry 45250.0 58387.755102040814 11342.38775510204 56936.673286843776
714 2019-03-27 0.65 0.8 BUY daily_reentry 45350.0 58387.755102040814 11342.38775510204 56936.673286843776
715 2019-04-02 0.8 0.55 SELL gap_floor 45750.0 58387.755102040814 11342.38775510204 56936.673286843776
716 2019-04-03 0.55 0.7000000000000001 BUY daily_reentry 46600.0 58387.755102040814 11342.38775510204 56936.673286843776
717 2019-04-04 0.7000000000000001 0.8500000000000001 BUY daily_reentry 46950.0 58387.755102040814 11342.38775510204 56936.673286843776
718 2019-04-05 0.8500000000000001 1.0 BUY daily_reentry 46850.0 58387.755102040814 11342.38775510204 56936.673286843776
719 2019-04-09 1.0 0.75 SELL gap_floor 46650.0 58387.755102040814 11342.38775510204 56936.673286843776
720 2019-04-10 0.75 0.9 BUY daily_reentry 46700.0 58387.755102040814 11342.38775510204 56936.673286843776
721 2019-04-12 0.9 1.0 BUY daily_reentry 46850.0 58387.755102040814 11342.38775510204 56936.673286843776
722 2019-04-16 1.0 0.75 SELL gap_floor 47250.0 58387.755102040814 11342.38775510204 56936.673286843776
723 2019-04-17 0.75 0.9 BUY daily_reentry 47050.0 58387.755102040814 11342.38775510204 56936.673286843776
724 2019-04-22 0.9 1.0 BUY daily_reentry 45350.0 58387.755102040814 11342.38775510204 56936.673286843776
725 2019-04-23 1.0 0.6 SELL gap_floor 45200.0 58387.755102040814 11342.38775510204 56936.673286843776
726 2019-04-26 0.6 0.75 BUY daily_reentry 44850.0 58387.755102040814 11342.38775510204 56936.673286843776
727 2019-04-29 0.75 0.9 BUY daily_reentry 46150.0 58387.755102040814 11342.38775510204 56936.673286843776
728 2019-04-30 0.9 0.65 SELL gap_floor 45850.0 58387.755102040814 11342.38775510204 56936.673286843776
729 2019-05-02 0.65 0.8 BUY daily_reentry 45900.0 58387.755102040814 11342.38775510204 56936.673286843776
730 2019-05-03 0.8 0.9500000000000001 BUY daily_reentry 45300.0 58387.755102040814 11342.38775510204 56936.673286843776
731 2019-05-09 0.9500000000000001 0.55 SELL gap_floor 42450.0 58387.755102040814 11342.38775510204 56936.673286843776
732 2019-05-17 0.55 0.35 SELL gap_floor 41200.0 58387.755102040814 11342.38775510204 56936.673286843776
733 2019-06-07 0.35 0.5 BUY daily_reentry 44200.0 58387.755102040814 11342.38775510204 56936.673286843776
734 2019-06-11 0.5 0.65 BUY daily_reentry 44850.0 58387.755102040814 11342.38775510204 56936.673286843776
735 2019-06-12 0.65 0.8 BUY daily_reentry 44600.0 58387.755102040814 11342.38775510204 56936.673286843776
736 2019-06-14 0.8 0.9500000000000001 BUY daily_reentry 44000.0 58387.755102040814 11342.38775510204 56936.673286843776
737 2019-06-17 0.9500000000000001 0.7000000000000001 SELL gap_floor 43900.0 58387.755102040814 11342.38775510204 56936.673286843776
738 2019-06-18 0.7000000000000001 0.8500000000000001 BUY daily_reentry 44350.0 58387.755102040814 11342.38775510204 56936.673286843776
739 2019-06-19 0.8500000000000001 1.0 BUY daily_reentry 45350.0 58387.755102040814 11342.38775510204 56936.673286843776
740 2019-06-24 1.0 0.75 SELL gap_floor 45500.0 58387.755102040814 11342.38775510204 56936.673286843776
741 2019-06-25 0.75 0.9 BUY daily_reentry 45600.0 58387.755102040814 11342.38775510204 56936.673286843776
742 2019-06-26 0.9 1.0 BUY daily_reentry 45700.0 58387.755102040814 11342.38775510204 56936.673286843776
743 2019-07-01 1.0 0.75 SELL gap_floor 46600.0 58387.755102040814 11342.38775510204 56936.673286843776
744 2019-07-02 0.75 0.9 BUY daily_reentry 46250.0 58387.755102040814 11342.38775510204 56936.673286843776
745 2019-07-04 0.9 1.0 BUY daily_reentry 46000.0 58387.755102040814 11342.38775510204 56936.673286843776
746 2019-07-08 1.0 0.6 SELL gap_floor 44400.0 58387.755102040814 11342.38775510204 56936.673286843776
747 2019-07-09 0.6 0.75 BUY daily_reentry 45100.0 58387.755102040814 11342.38775510204 56936.673286843776
748 2019-07-10 0.75 0.9 BUY daily_reentry 45550.0 58387.755102040814 11342.38775510204 56936.673286843776
749 2019-07-11 0.9 1.0 BUY daily_reentry 46200.0 58387.755102040814 11342.38775510204 56936.673286843776
750 2019-07-15 1.0 0.75 SELL gap_floor 46450.0 58387.755102040814 11342.38775510204 56936.673286843776
751 2019-07-16 0.75 0.9 BUY daily_reentry 46850.0 58387.755102040814 11342.38775510204 56936.673286843776
752 2019-07-17 0.9 1.0 BUY daily_reentry 46050.0 58387.755102040814 11342.38775510204 56936.673286843776
753 2019-07-22 1.0 0.75 SELL gap_floor 47200.0 58387.755102040814 11342.38775510204 56936.673286843776
754 2019-07-23 0.75 0.9 BUY daily_reentry 47300.0 58387.755102040814 11342.38775510204 56936.673286843776
755 2019-07-24 0.9 1.0 BUY daily_reentry 46400.0 58387.755102040814 11342.38775510204 56936.673286843776
756 2019-07-29 1.0 0.6 SELL gap_floor 46100.0 58387.755102040814 11342.38775510204 56936.673286843776
757 2019-07-30 0.6 0.75 BUY daily_reentry 46550.0 58387.755102040814 11342.38775510204 56936.673286843776
758 2019-08-05 0.75 0.35 SELL gap_floor 43950.0 58387.755102040814 11342.38775510204 56936.673286843776
759 2019-08-20 0.35 0.5 BUY daily_reentry 44450.0 58387.755102040814 11342.38775510204 56936.673286843776
760 2019-08-21 0.5 0.65 BUY daily_reentry 44500.0 58387.755102040814 11342.38775510204 56936.673286843776
761 2019-08-22 0.65 0.8 BUY daily_reentry 44050.0 58387.755102040814 11342.38775510204 56936.673286843776
762 2019-08-27 0.8 0.55 SELL gap_floor 44050.0 58387.755102040814 11342.38775510204 56936.673286843776
763 2019-08-28 0.55 0.7000000000000001 BUY daily_reentry 44150.0 58387.755102040814 11342.38775510204 56936.673286843776
764 2019-08-30 0.7000000000000001 0.8500000000000001 BUY daily_reentry 44000.0 58387.755102040814 11342.38775510204 56936.673286843776
765 2019-09-03 0.8500000000000001 0.45000000000000007 SELL gap_floor 43250.0 58387.755102040814 11342.38775510204 56936.673286843776
766 2019-09-04 0.45000000000000007 0.6000000000000001 BUY daily_reentry 44100.0 58387.755102040814 11342.38775510204 56936.673286843776
767 2019-09-05 0.6000000000000001 0.7500000000000001 BUY daily_reentry 45700.0 58387.755102040814 11342.38775510204 56936.673286843776
768 2019-09-06 0.7500000000000001 0.9000000000000001 BUY daily_reentry 46300.0 58387.755102040814 11342.38775510204 56936.673286843776
769 2019-09-09 0.9000000000000001 1.0 BUY daily_reentry 46900.0 58387.755102040814 11342.38775510204 56936.673286843776
770 2019-09-10 1.0 0.75 SELL gap_floor 47000.0 58387.755102040814 11342.38775510204 56936.673286843776
771 2019-09-11 0.75 0.9 BUY daily_reentry 47150.0 58387.755102040814 11342.38775510204 56936.673286843776
772 2019-09-16 0.9 1.0 BUY daily_reentry 47100.0 58387.755102040814 11342.38775510204 56936.673286843776
773 2019-09-19 1.0 0.75 SELL gap_floor 49150.0 58387.755102040814 11342.38775510204 56936.673286843776
774 2019-09-20 0.75 0.9 BUY daily_reentry 49200.0 58387.755102040814 11342.38775510204 56936.673286843776
775 2019-09-23 0.9 1.0 BUY daily_reentry 49300.0 58387.755102040814 11342.38775510204 56936.673286843776
776 2019-09-26 1.0 0.75 SELL gap_floor 49200.0 58387.755102040814 11342.38775510204 56936.673286843776
777 2019-09-30 0.75 0.9 BUY daily_reentry 49050.0 58387.755102040814 11342.38775510204 56936.673286843776
778 2019-10-01 0.9 1.0 BUY daily_reentry 48850.0 58387.755102040814 11342.38775510204 56936.673286843776
779 2019-10-04 1.0 0.75 SELL gap_floor 48000.0 58387.755102040814 11342.38775510204 56936.673286843776
780 2019-10-07 0.75 0.9 BUY daily_reentry 47750.0 58387.755102040814 11342.38775510204 56936.673286843776
781 2019-10-08 0.9 1.0 BUY daily_reentry 48900.0 58387.755102040814 11342.38775510204 56936.673286843776
782 2019-10-14 1.0 0.75 SELL gap_floor 50000.0 58387.755102040814 11342.38775510204 56936.673286843776
783 2019-10-15 0.75 0.9 BUY daily_reentry 50100.0 58387.755102040814 11342.38775510204 56936.673286843776
784 2019-10-16 0.9 1.0 BUY daily_reentry 50700.0 58387.755102040814 11342.38775510204 56936.673286843776
785 2019-10-21 1.0 0.75 SELL gap_floor 50300.0 58387.755102040814 11342.38775510204 56936.673286843776
786 2019-10-22 0.75 0.9 BUY daily_reentry 51200.0 58387.755102040814 11342.38775510204 56936.673286843776
787 2019-10-23 0.9 1.0 BUY daily_reentry 51200.0 58387.755102040814 11342.38775510204 56936.673286843776
788 2019-10-28 1.0 0.75 SELL gap_floor 51300.0 58387.755102040814 11342.38775510204 56936.673286843776
789 2019-10-29 0.75 0.9 BUY daily_reentry 51100.0 58387.755102040814 11342.38775510204 56936.673286843776
790 2019-11-01 0.9 1.0 BUY daily_reentry 51200.0 58387.755102040814 11342.38775510204 56936.673286843776
791 2019-11-04 1.0 0.75 SELL gap_floor 52300.0 58387.755102040814 11342.38775510204 56936.673286843776
792 2019-11-05 0.75 0.9 BUY daily_reentry 52700.0 58387.755102040814 11342.38775510204 56936.673286843776
793 2019-11-06 0.9 1.0 BUY daily_reentry 53300.0 58387.755102040814 11342.38775510204 56936.673286843776
794 2019-11-11 1.0 0.6 SELL gap_floor 51600.0 58387.755102040814 11342.38775510204 56936.673286843776
795 2019-11-12 0.6 0.75 BUY daily_reentry 52600.0 58387.755102040814 11342.38775510204 56936.673286843776
796 2019-11-13 0.75 0.9 BUY daily_reentry 52500.0 58387.755102040814 11342.38775510204 56936.673286843776
797 2019-11-14 0.9 1.0 BUY daily_reentry 52800.0 58387.755102040814 11342.38775510204 56936.673286843776
798 2019-11-18 1.0 0.75 SELL gap_floor 53500.0 58387.755102040814 11342.38775510204 56936.673286843776
799 2019-11-19 0.75 0.9 BUY daily_reentry 53500.0 58387.755102040814 11342.38775510204 56936.673286843776
800 2019-11-22 0.9 1.0 BUY daily_reentry 51600.0 58387.755102040814 11342.38775510204 56936.673286843776
801 2019-11-25 1.0 0.75 SELL gap_floor 51800.0 58387.755102040814 11342.38775510204 56936.673286843776
802 2019-11-26 0.75 0.9 BUY daily_reentry 51800.0 58387.755102040814 11342.38775510204 56936.673286843776
803 2019-11-27 0.9 1.0 BUY daily_reentry 52200.0 58387.755102040814 11342.38775510204 56936.673286843776
804 2019-12-02 1.0 0.75 SELL gap_floor 50400.0 58387.755102040814 11342.38775510204 56936.673286843776
805 2019-12-05 0.75 0.9 BUY daily_reentry 49500.0 58387.755102040814 11342.38775510204 56936.673286843776
806 2019-12-06 0.9 1.0 BUY daily_reentry 50400.0 58387.755102040814 11342.38775510204 56936.673286843776
807 2019-12-09 1.0 0.75 SELL gap_floor 51200.0 58387.755102040814 11342.38775510204 56936.673286843776
808 2019-12-10 0.75 0.9 BUY daily_reentry 51500.0 58387.755102040814 11342.38775510204 56936.673286843776
809 2019-12-11 0.9 1.0 BUY daily_reentry 51900.0 58387.755102040814 11342.38775510204 56936.673286843776
810 2019-12-16 1.0 0.75 SELL gap_floor 54700.0 58387.755102040814 11342.38775510204 56936.673286843776
811 2019-12-17 0.75 0.9 BUY daily_reentry 56700.0 58387.755102040814 11342.38775510204 56936.673286843776
812 2019-12-18 0.9 1.0 BUY daily_reentry 56300.0 58387.755102040814 11342.38775510204 56936.673286843776
813 2019-12-23 1.0 0.9500000000000001 SELL two_close_floor 55500.0 58387.755102040814 11342.38775510204 56936.673286843776
814 2019-12-26 0.9500000000000001 1.0 BUY daily_reentry 55400.0 58387.755102040814 11342.38775510204 56936.673286843776
815 2020-01-02 1.0 0.75 SELL gap_floor 55200.0 58387.755102040814 11342.38775510204 56936.673286843776
816 2020-01-03 0.75 0.9 BUY daily_reentry 55500.0 58387.755102040814 11342.38775510204 56936.673286843776
817 2020-01-06 0.9 1.0 BUY daily_reentry 55500.0 58387.755102040814 11342.38775510204 56936.673286843776
818 2020-01-31 1.0 0.8 SELL two_close_floor 56400.0 62400.0 11342.38775510204 58120.72643616914
819 2020-02-03 0.8 0.9500000000000001 BUY daily_reentry 57200.0 62400.0 11342.38775510204 58120.72643616914
820 2020-02-04 0.9500000000000001 1.0 BUY daily_reentry 58900.0 62400.0 11342.38775510204 58120.72643616914
821 2020-02-25 1.0 0.9500000000000001 SELL two_close_floor 57900.0 62400.0 11342.38775510204 58120.72643616914
822 2020-03-02 0.9500000000000001 1.0 BUY daily_reentry 55000.0 62400.0 11342.38775510204 58120.72643616914
823 2020-03-03 1.0 0.75 SELL gap_floor 55400.0 62400.0 11342.38775510204 58120.72643616914
824 2020-03-04 0.75 0.9 BUY daily_reentry 57400.0 62400.0 11342.38775510204 58120.72643616914
825 2020-03-05 0.9 1.0 BUY daily_reentry 57800.0 62400.0 11342.38775510204 58120.72643616914
826 2020-03-10 1.0 0.6 SELL gap_floor 54600.0 62400.0 11342.38775510204 58120.72643616914
827 2020-03-17 0.6 0.35 SELL gap_floor 47300.0 62400.0 11342.38775510204 58412.31597103855
828 2020-04-17 0.35 0.5 BUY daily_reentry 51400.0 62400.0 11342.38775510204 58944.0
829 2020-04-22 0.5 0.35 SELL gap_floor 49850.0 62400.0 11342.38775510204 59038.99688737459
830 2020-06-03 0.35 0.5 BUY daily_reentry 54500.0 62400.0 11342.38775510204 60501.51532456996
831 2020-06-04 0.5 0.65 BUY daily_reentry 54600.0 62400.0 11342.38775510204 60501.51532456996
832 2020-06-05 0.65 0.8 BUY daily_reentry 55500.0 62400.0 11342.38775510204 60501.51532456996
833 2020-06-08 0.8 0.55 SELL gap_floor 54900.0 62400.0 11342.38775510204 60501.51532456996
834 2020-06-09 0.55 0.7000000000000001 BUY daily_reentry 55500.0 62400.0 11342.38775510204 60501.51532456996
835 2020-06-10 0.7000000000000001 0.8500000000000001 BUY daily_reentry 55400.0 62400.0 11342.38775510204 60501.51532456996
836 2020-06-15 0.8500000000000001 0.45000000000000007 SELL gap_floor 49900.0 62400.0 11342.38775510204 60501.51532456996
837 2020-06-16 0.45000000000000007 0.6000000000000001 BUY daily_reentry 52100.0 62400.0 11342.38775510204 60501.51532456996
838 2020-06-17 0.6000000000000001 0.7500000000000001 BUY daily_reentry 52200.0 62400.0 11342.38775510204 60501.51532456996
839 2020-06-18 0.7500000000000001 0.9000000000000001 BUY daily_reentry 52300.0 62400.0 11342.38775510204 60501.51532456996
840 2020-06-19 0.9000000000000001 1.0 BUY daily_reentry 52900.0 62400.0 11342.38775510204 60501.51532456996
841 2020-06-22 1.0 0.6 SELL gap_floor 52000.0 62400.0 11342.38775510204 60501.51532456996
842 2020-06-24 0.6 0.75 BUY daily_reentry 52900.0 62400.0 11342.38775510204 60501.51532456996
843 2020-06-26 0.75 0.9 BUY daily_reentry 53300.0 62400.0 11342.38775510204 60501.51532456996
844 2020-06-29 0.9 0.65 SELL gap_floor 52400.0 62400.0 11342.38775510204 60501.51532456996
845 2020-06-30 0.65 0.8 BUY daily_reentry 52800.0 62400.0 11342.38775510204 60501.51532456996
846 2020-07-01 0.8 0.9500000000000001 BUY daily_reentry 52600.0 62400.0 11342.38775510204 60501.51532456996
847 2020-07-02 0.9500000000000001 1.0 BUY daily_reentry 52900.0 62400.0 11342.38775510204 60501.51532456996
848 2020-07-06 1.0 0.75 SELL gap_floor 55000.0 62400.0 11342.38775510204 60501.51532456996
849 2020-07-07 0.75 0.9 BUY daily_reentry 53400.0 62400.0 11342.38775510204 60501.51532456996
850 2020-07-08 0.9 1.0 BUY daily_reentry 53000.0 62400.0 11342.38775510204 60501.51532456996
851 2020-07-13 1.0 0.75 SELL gap_floor 53400.0 62400.0 11342.38775510204 60501.51532456996
852 2020-07-14 0.75 0.9 BUY daily_reentry 53800.0 62400.0 11342.38775510204 60501.51532456996
853 2020-07-15 0.9 1.0 BUY daily_reentry 54700.0 62400.0 11342.38775510204 60501.51532456996
854 2020-07-20 1.0 0.75 SELL gap_floor 54200.0 62400.0 11342.38775510204 60501.51532456996
855 2020-07-21 0.75 0.9 BUY daily_reentry 55300.0 62400.0 11342.38775510204 60501.51532456996
856 2020-07-22 0.9 1.0 BUY daily_reentry 54700.0 62400.0 11342.38775510204 60501.51532456996
857 2020-07-27 1.0 0.75 SELL gap_floor 55600.0 62400.0 11342.38775510204 60501.51532456996
858 2020-07-28 0.75 0.9 BUY daily_reentry 58600.0 62400.0 11342.38775510204 60501.51532456996
859 2020-07-29 0.9 1.0 BUY daily_reentry 59000.0 62400.0 11342.38775510204 60501.51532456996
860 2020-08-03 1.0 0.75 SELL gap_floor 56800.0 62400.0 11342.38775510204 60501.51532456996
861 2020-08-04 0.75 0.9 BUY daily_reentry 57300.0 62400.0 11342.38775510204 60501.51532456996
862 2020-08-05 0.9 1.0 BUY daily_reentry 56900.0 62400.0 11342.38775510204 60501.51532456996
863 2020-08-10 1.0 0.75 SELL gap_floor 57800.0 62400.0 11342.38775510204 60501.51532456996
864 2020-08-11 0.75 0.9 BUY daily_reentry 58200.0 62400.0 11342.38775510204 60501.51532456996
865 2020-08-12 0.9 1.0 BUY daily_reentry 59000.0 62400.0 11342.38775510204 60501.51532456996
866 2020-08-18 1.0 0.75 SELL gap_floor 58400.0 62400.0 11342.38775510204 60501.51532456996
867 2020-08-21 0.75 0.9 BUY daily_reentry 55900.0 62400.0 11342.38775510204 60501.51532456996
868 2020-08-24 0.9 1.0 BUY daily_reentry 56100.0 62400.0 11342.38775510204 60501.51532456996
869 2020-08-25 1.0 0.75 SELL gap_floor 56400.0 62400.0 11342.38775510204 60501.51532456996
870 2020-08-26 0.75 0.9 BUY daily_reentry 56400.0 62400.0 11342.38775510204 60501.51532456996
871 2020-08-27 0.9 1.0 BUY daily_reentry 55600.0 62400.0 11342.38775510204 60501.51532456996
872 2020-09-01 1.0 0.75 SELL gap_floor 54200.0 62400.0 11342.38775510204 60501.51532456996
873 2020-09-02 0.75 0.9 BUY daily_reentry 54400.0 62400.0 11342.38775510204 60501.51532456996
874 2020-09-03 0.9 1.0 BUY daily_reentry 56400.0 62400.0 11342.38775510204 60501.51532456996
875 2020-09-08 1.0 0.9500000000000001 SELL two_close_floor 58700.0 62400.0 11342.38775510204 60501.51532456996
876 2020-09-09 0.9500000000000001 1.0 BUY daily_reentry 58400.0 62400.0 11342.38775510204 60501.51532456996
877 2020-09-18 1.0 0.9500000000000001 SELL two_close_floor 59300.0 62400.0 11342.38775510204 60501.51532456996
878 2020-09-23 0.9500000000000001 1.0 BUY daily_reentry 58600.0 62400.0 11342.38775510204 60501.51532456996
879 2020-09-25 1.0 0.75 SELL gap_floor 57900.0 62400.0 11342.38775510204 60501.51532456996
880 2020-09-28 0.75 0.9 BUY daily_reentry 58200.0 62400.0 11342.38775510204 60501.51532456996
881 2020-09-29 0.9 1.0 BUY daily_reentry 58200.0 62400.0 11342.38775510204 60501.51532456996
882 2020-10-07 1.0 0.9500000000000001 SELL two_close_floor 59900.0 62400.0 11342.38775510204 60501.51532456996
883 2020-10-08 0.9500000000000001 1.0 BUY daily_reentry 59700.0 62400.0 11342.38775510204 60501.51532456996
884 2020-10-16 1.0 0.8 SELL two_close_floor 59500.0 62400.0 11342.38775510204 60501.51532456996
885 2020-10-19 0.8 0.9500000000000001 BUY daily_reentry 60000.0 62400.0 11342.38775510204 60501.51532456996
886 2020-10-20 0.9500000000000001 1.0 BUY daily_reentry 60900.0 62400.0 11342.38775510204 60501.51532456996
887 2020-10-23 1.0 0.9500000000000001 SELL two_close_floor 60200.0 62400.0 11342.38775510204 60501.51532456996
888 2020-10-26 0.9500000000000001 1.0 BUY daily_reentry 60400.0 62400.0 11342.38775510204 60501.51532456996
889 2020-10-30 1.0 0.6 SELL gap_floor 56600.0 62400.0 11342.38775510204 60501.51532456996
890 2020-11-02 0.6 0.75 BUY daily_reentry 57400.0 62400.0 11342.38775510204 60501.51532456996
891 2020-11-03 0.75 0.9 BUY daily_reentry 58800.0 62400.0 11342.38775510204 60501.51532456996
892 2020-11-04 0.9 1.0 BUY daily_reentry 58500.0 62400.0 11342.38775510204 60501.51532456996
893 2020-11-06 1.0 0.9500000000000001 SELL two_close_floor 60100.0 62400.0 11342.38775510204 60501.51532456996
894 2020-11-09 0.9500000000000001 1.0 BUY daily_reentry 60200.0 62400.0 11342.38775510204 60501.51532456996
895 2021-02-19 1.0 0.9500000000000001 SELL two_close_floor 82600.0 91000.0 11342.38775510204 83772.59406860388
896 2021-02-22 0.9500000000000001 1.0 BUY daily_reentry 82200.0 91000.0 11342.38775510204 83859.77250546614
897 2021-03-02 1.0 0.9500000000000001 SELL two_close_floor 83600.0 91000.0 11342.38775510204 84276.78231748658
898 2021-03-03 0.9500000000000001 1.0 BUY daily_reentry 84000.0 91000.0 11342.38775510204 84276.78231748658
899 2021-03-09 1.0 0.6 SELL gap_floor 81400.0 91000.0 11342.38775510204 84988.4903063823
900 2021-03-11 0.6 0.75 BUY daily_reentry 82000.0 91000.0 11342.38775510204 85026.1954781754
901 2021-03-12 0.75 0.9 BUY daily_reentry 82800.0 91000.0 11342.38775510204 85026.1954781754
902 2021-03-15 0.9 1.0 BUY daily_reentry 81800.0 91000.0 11342.38775510204 85026.1954781754
903 2021-03-16 1.0 0.9500000000000001 SELL two_close_floor 82800.0 91000.0 11342.38775510204 85026.1954781754
904 2021-03-17 0.9500000000000001 1.0 BUY daily_reentry 82300.0 91000.0 11342.38775510204 85208.42044433704
905 2021-03-23 1.0 0.6 SELL gap_floor 81800.0 91000.0 11342.38775510204 85746.56366116644
906 2021-03-25 0.6 0.75 BUY daily_reentry 81200.0 91000.0 11342.38775510204 86095.68099922656
907 2021-03-26 0.75 0.9 BUY daily_reentry 81500.0 91000.0 11342.38775510204 86493.55064773858
908 2021-03-29 0.9 1.0 BUY daily_reentry 81600.0 91000.0 11342.38775510204 86887.4337487275
909 2021-03-30 1.0 0.75 SELL gap_floor 82200.0 91000.0 11342.38775510204 87103.02323373765
910 2021-03-31 0.75 0.9 BUY daily_reentry 81400.0 91000.0 11342.38775510204 87137.05572661047
911 2021-04-01 0.9 1.0 BUY daily_reentry 82900.0 91000.0 11342.38775510204 87137.05572661047
912 2021-04-06 1.0 0.9500000000000001 SELL two_close_floor 86000.0 91000.0 11342.38775510204 87137.05572661047
913 2021-04-07 0.9500000000000001 1.0 BUY daily_reentry 85600.0 91000.0 11342.38775510204 87137.05572661047
914 2021-04-13 1.0 0.75 SELL gap_floor 84000.0 91000.0 11342.38775510204 87137.05572661047
915 2021-04-14 0.75 0.9 BUY daily_reentry 84000.0 91000.0 11342.38775510204 87137.05572661047
916 2021-04-15 0.9 1.0 BUY daily_reentry 84100.0 91000.0 11342.38775510204 87137.05572661047
@@ -0,0 +1,99 @@
date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-09-14,1.0,0.6,SELL,gap_floor,10082.73469387755,12458.367346938774,11342.38775510204,11877.81399392608
2007-09-21,0.6,0.25,SELL,gap_floor,9683.795918367347,12458.367346938774,11342.38775510204,11918.238691794892
2008-01-30,0.25,0.45,BUY,reentry_reclaim50_breakout20,10491.367346938774,10491.367346938774,10491.367346938774,
2008-03-21,0.45,0.65,BUY,reentry_reclaim50_breakout20,11152.816326530612,11152.816326530612,11152.816326530612,
2008-04-11,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,12494.102040816326,12494.102040816326,12494.102040816326,11618.178189638165
2008-04-25,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,12677.836734693876,12677.836734693876,12677.836734693876,
2008-05-23,1.0,0.8,SELL,two_close_floor,12990.183673469386,14037.489795918365,12677.836734693876,13134.731439689502
2008-06-26,0.8,0.4,SELL,gap_floor,12218.489795918367,14037.489795918365,12677.836734693876,13227.539339376723
2008-07-08,0.4,0.25,SELL,trend_crisis,10903.795918367347,14037.489795918365,12677.836734693876,
2009-02-06,0.25,0.45,BUY,reentry_reclaim50_breakout20,10132.285714285714,10132.285714285714,10132.285714285714,
2009-03-11,0.45,0.65,BUY,reentry_reclaim50_breakout20,9760.448979591836,9760.448979591836,9760.448979591836,
2009-03-26,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,10597.061224489795,10597.061224489795,10597.061224489795,
2009-04-10,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,11210.591836734693,11210.591836734693,11210.591836734693,
2009-10-06,1.0,0.8,SELL,two_close_floor,13862.183673469386,15350.755102040815,11210.591836734693,14182.005151928364
2009-10-13,0.8,0.6000000000000001,SELL,two_close_floor,14085.469387755102,15350.755102040815,11210.591836734693,14182.005151928364
2009-10-20,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,13992.448979591836,15350.755102040815,11210.591836734693,14182.005151928364
2009-10-27,0.4000000000000001,0.25,SELL,two_close_floor,13806.367346938774,15350.755102040815,11210.591836734693,14182.005151928364
2009-12-30,0.25,0.45,BUY,reentry_reclaim50_breakout20,15009.999999999998,15009.999999999998,15009.999999999998,14505.922918959273
2010-01-15,0.45,0.65,BUY,reentry_reclaim50_breakout20,15817.81632653061,15817.81632653061,15817.81632653061,
2010-11-22,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,16015.632653061224,16015.632653061224,16015.632653061224,
2010-12-07,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,17016.61224489796,17016.61224489796,17016.61224489796,
2011-02-11,1.0,0.8,SELL,two_close_floor,17373.632653061224,19177.448979591834,17016.61224489796,17877.319940407597
2011-02-23,0.8,0.6000000000000001,SELL,two_close_floor,17658.448979591834,19177.448979591834,17016.61224489796,17877.319940407597
2011-03-03,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,17525.530612244896,19177.448979591834,17016.61224489796,17877.319940407597
2011-03-10,0.4000000000000001,0.25,SELL,gap_floor,16443.244897959183,19177.448979591834,17016.61224489796,17997.100780696193
2011-10-20,0.25,0.45,BUY,reentry_reclaim50_breakout20,17232.08163265306,17232.08163265306,17232.08163265306,
2011-11-04,0.45,0.65,BUY,reentry_reclaim50_breakout20,19093.979591836734,19093.979591836734,19093.979591836734,17910.765983490423
2011-12-01,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,20404.918367346938,20404.918367346938,20404.918367346938,
2012-01-02,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,20614.979591836734,20614.979591836734,20614.979591836734,
2012-05-14,1.0,0.8,SELL,two_close_floor,25081.551020408162,26913.999999999996,20614.979591836734,25121.338523697556
2012-05-21,0.8,0.4,SELL,gap_floor,23077.326530612245,26913.999999999996,20614.979591836734,25298.19890454469
2012-05-29,0.4,0.25,SELL,gap_floor,23630.877551020407,26913.999999999996,20614.979591836734,25298.19890454469
2012-09-14,0.25,0.45,BUY,reentry_reclaim50_breakout20,25512.408163265303,25512.408163265303,25512.408163265303,25563.061979793616
2012-09-28,0.45,0.65,BUY,reentry_reclaim50_breakout20,25703.387755102038,25703.387755102038,25703.387755102038,
2012-11-07,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,26008.918367346938,26008.918367346938,26008.918367346938,
2012-11-21,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,26429.040816326527,26429.040816326527,26429.040816326527,
2013-01-25,1.0,0.8,SELL,two_close_floor,27197.97959183673,30249.836734693876,26429.040816326527,28042.162220070375
2013-02-01,0.8,0.6000000000000001,SELL,two_close_floor,27658.63265306122,30249.836734693876,26429.040816326527,28062.190244226393
2013-02-08,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,28061.693877551017,30249.836734693876,26429.040816326527,28062.190244226393
2013-03-06,0.4000000000000001,0.6000000000000001,BUY,reentry_reclaim50_breakout20,29942.714285714283,29942.714285714283,29942.714285714283,28402.28042810638
2013-04-11,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,29558.836734693876,29558.836734693876,29558.836734693876,
2013-06-26,0.8,0.55,SELL,trend_crisis,24203.693877551017,29635.61224489796,29558.836734693876,
2013-07-08,0.55,0.30000000000000004,SELL,trend_crisis,23541.244897959183,29635.61224489796,29558.836734693876,
2013-08-06,0.30000000000000004,0.25,SELL,trend_crisis,24078.897959183672,29635.61224489796,29558.836734693876,
2013-09-16,0.25,0.45,BUY,reentry_reclaim50_breakout20,27362.367346938772,27362.367346938772,27362.367346938772,
2013-10-07,0.45,0.65,BUY,reentry_reclaim50_breakout20,27573.591836734693,27573.591836734693,27573.591836734693,
2013-10-28,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,28456.877551020407,28456.877551020407,28456.877551020407,
2014-04-24,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,27284.16326530612,27284.16326530612,27284.16326530612,
2014-09-02,1.0,0.75,SELL,trend_crisis,23162.448979591834,28505.836734693876,27284.16326530612,
2014-09-12,0.75,0.5,SELL,trend_crisis,23298.244897959183,28505.836734693876,27284.16326530612,
2014-09-22,0.5,0.25,SELL,trend_crisis,23046.061224489793,28505.836734693876,27284.16326530612,
2014-12-01,0.25,0.45,BUY,reentry_reclaim50_breakout20,25121.77551020408,25121.77551020408,25121.77551020408,
2014-12-26,0.45,0.65,BUY,reentry_reclaim50_breakout20,26227.51020408163,26227.51020408163,26227.51020408163,
2015-01-13,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,26355.448979591834,26355.448979591834,26355.448979591834,
2015-01-27,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,27556.102040816324,27556.102040816324,27556.102040816324,
2015-07-06,1.0,0.75,SELL,trend_crisis,24228.979591836734,29583.448979591834,27556.102040816324,
2015-07-14,0.75,0.5,SELL,trend_crisis,24130.489795918365,29583.448979591834,27556.102040816324,
2015-07-24,0.5,0.25,SELL,trend_crisis,24209.26530612245,29583.448979591834,27556.102040816324,
2015-10-26,0.25,0.45,BUY,reentry_reclaim50_breakout20,25450.26530612245,25450.26530612245,25450.26530612245,
2015-12-30,0.45,0.25,SELL,gap_floor,25218.30612244898,27242.81632653061,25450.26530612245,26027.600472342998
2016-03-25,0.25,0.45,BUY,reentry_reclaim50_breakout20,25778.714285714283,25778.714285714283,25778.714285714283,
2016-06-01,0.45,0.65,BUY,reentry_reclaim50_breakout20,26679.367346938772,26679.367346938772,26679.367346938772,
2016-06-20,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,28640.795918367345,28640.795918367345,28640.795918367345,
2016-07-05,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,29422.387755102038,29422.387755102038,29422.387755102038,
2016-09-12,1.0,0.6,SELL,gap_floor,29342.26530612245,33788.67346938775,29422.387755102038,31490.66851010496
2016-09-26,0.6,0.39999999999999997,SELL,two_close_floor,31405.244897959183,33788.67346938775,29422.387755102038,31490.66851010496
2016-10-12,0.39999999999999997,0.25,SELL,two_close_floor,30744.28571428571,34169.22448979592,29422.387755102038,31490.66851010496
2016-11-28,0.25,0.45,BUY,reentry_reclaim50_breakout20,33588.38775510204,33588.38775510204,33588.38775510204,31862.78181830877
2016-12-16,0.45,0.65,BUY,reentry_reclaim50_breakout20,35911.73469387755,35911.73469387755,35911.73469387755,
2017-01-02,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,36713.28571428571,36713.28571428571,36713.28571428571,
2017-01-25,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,40069.34693877551,40069.34693877551,40069.34693877551,
2017-07-31,1.0,0.8,SELL,two_close_floor,49050.428571428565,52103.36734693877,40069.34693877551,49514.70717656707
2017-08-07,0.8,0.6000000000000001,SELL,two_close_floor,48419.489795918365,52103.36734693877,40069.34693877551,49514.70717656707
2017-08-14,0.6000000000000001,0.25,SELL,gap_floor,45793.95918367347,52103.36734693877,40069.34693877551,49514.70717656707
2017-09-07,0.25,0.45,BUY,reentry_reclaim50_breakout20,48969.02040816326,48969.02040816326,48969.02040816326,49514.70717656707
2017-09-21,0.45,0.65,BUY,reentry_reclaim50_breakout20,53731.59183673469,53731.59183673469,53731.59183673469,50422.21768171857
2017-10-31,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,56204.081632653055,56204.081632653055,56204.081632653055,
2018-02-07,0.8500000000000001,0.6000000000000001,SELL,trend_crisis,46734.69387755101,58387.755102040814,56204.081632653055,
2018-02-22,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,47714.28571428571,58387.755102040814,56204.081632653055,
2018-03-02,0.3500000000000001,0.25,SELL,trend_crisis,46959.183673469386,58387.755102040814,56204.081632653055,
2018-04-27,0.25,0.45,BUY,reentry_reclaim50_breakout20,53000.0,53000.0,53000.0,
2018-10-11,0.45,0.25,SELL,trend_crisis,43100.0,53000.0,53000.0,
2019-02-14,0.25,0.45,BUY,reentry_reclaim50_breakout20,47500.0,47500.0,47500.0,
2019-04-03,0.45,0.65,BUY,reentry_reclaim50_breakout20,46600.0,46600.0,46600.0,
2019-07-22,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,47200.0,47200.0,47200.0,
2019-09-19,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,49150.0,49150.0,49150.0,
2019-12-02,1.0,0.8,SELL,two_close_floor,50400.0,53700.0,49150.0,50534.06790103618
2019-12-17,0.8,1.0,BUY,reentry_reclaim50_breakout20,56700.0,56700.0,56700.0,52892.61118610879
2020-03-13,1.0,0.75,SELL,trend_crisis,49950.0,62400.0,56700.0,
2020-03-20,0.75,0.5,SELL,trend_crisis,45400.0,62400.0,56700.0,
2020-03-27,0.5,0.25,SELL,trend_crisis,48300.0,62400.0,56700.0,
2020-07-21,0.25,0.45,BUY,reentry_reclaim50_breakout20,55300.0,55300.0,55300.0,60501.51532456996
2020-09-10,0.45,0.65,BUY,reentry_reclaim50_breakout20,59200.0,59200.0,59200.0,
2020-11-11,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,61300.0,61300.0,61300.0,
2020-11-26,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,68000.0,68000.0,68000.0,63434.31752670849
2021-02-19,1.0,0.8,SELL,two_close_floor,82600.0,91000.0,68000.0,83772.59406860388
2021-03-02,0.8,0.6000000000000001,SELL,two_close_floor,83600.0,91000.0,68000.0,84276.78231748658
2021-03-09,0.6000000000000001,0.25,SELL,gap_floor,81400.0,91000.0,68000.0,84988.4903063823
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-09-14 1.0 0.6 SELL gap_floor 10082.73469387755 12458.367346938774 11342.38775510204 11877.81399392608
3 2007-09-21 0.6 0.25 SELL gap_floor 9683.795918367347 12458.367346938774 11342.38775510204 11918.238691794892
4 2008-01-30 0.25 0.45 BUY reentry_reclaim50_breakout20 10491.367346938774 10491.367346938774 10491.367346938774
5 2008-03-21 0.45 0.65 BUY reentry_reclaim50_breakout20 11152.816326530612 11152.816326530612 11152.816326530612
6 2008-04-11 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 12494.102040816326 12494.102040816326 12494.102040816326 11618.178189638165
7 2008-04-25 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 12677.836734693876 12677.836734693876 12677.836734693876
8 2008-05-23 1.0 0.8 SELL two_close_floor 12990.183673469386 14037.489795918365 12677.836734693876 13134.731439689502
9 2008-06-26 0.8 0.4 SELL gap_floor 12218.489795918367 14037.489795918365 12677.836734693876 13227.539339376723
10 2008-07-08 0.4 0.25 SELL trend_crisis 10903.795918367347 14037.489795918365 12677.836734693876
11 2009-02-06 0.25 0.45 BUY reentry_reclaim50_breakout20 10132.285714285714 10132.285714285714 10132.285714285714
12 2009-03-11 0.45 0.65 BUY reentry_reclaim50_breakout20 9760.448979591836 9760.448979591836 9760.448979591836
13 2009-03-26 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 10597.061224489795 10597.061224489795 10597.061224489795
14 2009-04-10 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 11210.591836734693 11210.591836734693 11210.591836734693
15 2009-10-06 1.0 0.8 SELL two_close_floor 13862.183673469386 15350.755102040815 11210.591836734693 14182.005151928364
16 2009-10-13 0.8 0.6000000000000001 SELL two_close_floor 14085.469387755102 15350.755102040815 11210.591836734693 14182.005151928364
17 2009-10-20 0.6000000000000001 0.4000000000000001 SELL two_close_floor 13992.448979591836 15350.755102040815 11210.591836734693 14182.005151928364
18 2009-10-27 0.4000000000000001 0.25 SELL two_close_floor 13806.367346938774 15350.755102040815 11210.591836734693 14182.005151928364
19 2009-12-30 0.25 0.45 BUY reentry_reclaim50_breakout20 15009.999999999998 15009.999999999998 15009.999999999998 14505.922918959273
20 2010-01-15 0.45 0.65 BUY reentry_reclaim50_breakout20 15817.81632653061 15817.81632653061 15817.81632653061
21 2010-11-22 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 16015.632653061224 16015.632653061224 16015.632653061224
22 2010-12-07 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 17016.61224489796 17016.61224489796 17016.61224489796
23 2011-02-11 1.0 0.8 SELL two_close_floor 17373.632653061224 19177.448979591834 17016.61224489796 17877.319940407597
24 2011-02-23 0.8 0.6000000000000001 SELL two_close_floor 17658.448979591834 19177.448979591834 17016.61224489796 17877.319940407597
25 2011-03-03 0.6000000000000001 0.4000000000000001 SELL two_close_floor 17525.530612244896 19177.448979591834 17016.61224489796 17877.319940407597
26 2011-03-10 0.4000000000000001 0.25 SELL gap_floor 16443.244897959183 19177.448979591834 17016.61224489796 17997.100780696193
27 2011-10-20 0.25 0.45 BUY reentry_reclaim50_breakout20 17232.08163265306 17232.08163265306 17232.08163265306
28 2011-11-04 0.45 0.65 BUY reentry_reclaim50_breakout20 19093.979591836734 19093.979591836734 19093.979591836734 17910.765983490423
29 2011-12-01 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 20404.918367346938 20404.918367346938 20404.918367346938
30 2012-01-02 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 20614.979591836734 20614.979591836734 20614.979591836734
31 2012-05-14 1.0 0.8 SELL two_close_floor 25081.551020408162 26913.999999999996 20614.979591836734 25121.338523697556
32 2012-05-21 0.8 0.4 SELL gap_floor 23077.326530612245 26913.999999999996 20614.979591836734 25298.19890454469
33 2012-05-29 0.4 0.25 SELL gap_floor 23630.877551020407 26913.999999999996 20614.979591836734 25298.19890454469
34 2012-09-14 0.25 0.45 BUY reentry_reclaim50_breakout20 25512.408163265303 25512.408163265303 25512.408163265303 25563.061979793616
35 2012-09-28 0.45 0.65 BUY reentry_reclaim50_breakout20 25703.387755102038 25703.387755102038 25703.387755102038
36 2012-11-07 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 26008.918367346938 26008.918367346938 26008.918367346938
37 2012-11-21 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 26429.040816326527 26429.040816326527 26429.040816326527
38 2013-01-25 1.0 0.8 SELL two_close_floor 27197.97959183673 30249.836734693876 26429.040816326527 28042.162220070375
39 2013-02-01 0.8 0.6000000000000001 SELL two_close_floor 27658.63265306122 30249.836734693876 26429.040816326527 28062.190244226393
40 2013-02-08 0.6000000000000001 0.4000000000000001 SELL two_close_floor 28061.693877551017 30249.836734693876 26429.040816326527 28062.190244226393
41 2013-03-06 0.4000000000000001 0.6000000000000001 BUY reentry_reclaim50_breakout20 29942.714285714283 29942.714285714283 29942.714285714283 28402.28042810638
42 2013-04-11 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 29558.836734693876 29558.836734693876 29558.836734693876
43 2013-06-26 0.8 0.55 SELL trend_crisis 24203.693877551017 29635.61224489796 29558.836734693876
44 2013-07-08 0.55 0.30000000000000004 SELL trend_crisis 23541.244897959183 29635.61224489796 29558.836734693876
45 2013-08-06 0.30000000000000004 0.25 SELL trend_crisis 24078.897959183672 29635.61224489796 29558.836734693876
46 2013-09-16 0.25 0.45 BUY reentry_reclaim50_breakout20 27362.367346938772 27362.367346938772 27362.367346938772
47 2013-10-07 0.45 0.65 BUY reentry_reclaim50_breakout20 27573.591836734693 27573.591836734693 27573.591836734693
48 2013-10-28 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 28456.877551020407 28456.877551020407 28456.877551020407
49 2014-04-24 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 27284.16326530612 27284.16326530612 27284.16326530612
50 2014-09-02 1.0 0.75 SELL trend_crisis 23162.448979591834 28505.836734693876 27284.16326530612
51 2014-09-12 0.75 0.5 SELL trend_crisis 23298.244897959183 28505.836734693876 27284.16326530612
52 2014-09-22 0.5 0.25 SELL trend_crisis 23046.061224489793 28505.836734693876 27284.16326530612
53 2014-12-01 0.25 0.45 BUY reentry_reclaim50_breakout20 25121.77551020408 25121.77551020408 25121.77551020408
54 2014-12-26 0.45 0.65 BUY reentry_reclaim50_breakout20 26227.51020408163 26227.51020408163 26227.51020408163
55 2015-01-13 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 26355.448979591834 26355.448979591834 26355.448979591834
56 2015-01-27 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 27556.102040816324 27556.102040816324 27556.102040816324
57 2015-07-06 1.0 0.75 SELL trend_crisis 24228.979591836734 29583.448979591834 27556.102040816324
58 2015-07-14 0.75 0.5 SELL trend_crisis 24130.489795918365 29583.448979591834 27556.102040816324
59 2015-07-24 0.5 0.25 SELL trend_crisis 24209.26530612245 29583.448979591834 27556.102040816324
60 2015-10-26 0.25 0.45 BUY reentry_reclaim50_breakout20 25450.26530612245 25450.26530612245 25450.26530612245
61 2015-12-30 0.45 0.25 SELL gap_floor 25218.30612244898 27242.81632653061 25450.26530612245 26027.600472342998
62 2016-03-25 0.25 0.45 BUY reentry_reclaim50_breakout20 25778.714285714283 25778.714285714283 25778.714285714283
63 2016-06-01 0.45 0.65 BUY reentry_reclaim50_breakout20 26679.367346938772 26679.367346938772 26679.367346938772
64 2016-06-20 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 28640.795918367345 28640.795918367345 28640.795918367345
65 2016-07-05 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 29422.387755102038 29422.387755102038 29422.387755102038
66 2016-09-12 1.0 0.6 SELL gap_floor 29342.26530612245 33788.67346938775 29422.387755102038 31490.66851010496
67 2016-09-26 0.6 0.39999999999999997 SELL two_close_floor 31405.244897959183 33788.67346938775 29422.387755102038 31490.66851010496
68 2016-10-12 0.39999999999999997 0.25 SELL two_close_floor 30744.28571428571 34169.22448979592 29422.387755102038 31490.66851010496
69 2016-11-28 0.25 0.45 BUY reentry_reclaim50_breakout20 33588.38775510204 33588.38775510204 33588.38775510204 31862.78181830877
70 2016-12-16 0.45 0.65 BUY reentry_reclaim50_breakout20 35911.73469387755 35911.73469387755 35911.73469387755
71 2017-01-02 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 36713.28571428571 36713.28571428571 36713.28571428571
72 2017-01-25 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 40069.34693877551 40069.34693877551 40069.34693877551
73 2017-07-31 1.0 0.8 SELL two_close_floor 49050.428571428565 52103.36734693877 40069.34693877551 49514.70717656707
74 2017-08-07 0.8 0.6000000000000001 SELL two_close_floor 48419.489795918365 52103.36734693877 40069.34693877551 49514.70717656707
75 2017-08-14 0.6000000000000001 0.25 SELL gap_floor 45793.95918367347 52103.36734693877 40069.34693877551 49514.70717656707
76 2017-09-07 0.25 0.45 BUY reentry_reclaim50_breakout20 48969.02040816326 48969.02040816326 48969.02040816326 49514.70717656707
77 2017-09-21 0.45 0.65 BUY reentry_reclaim50_breakout20 53731.59183673469 53731.59183673469 53731.59183673469 50422.21768171857
78 2017-10-31 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 56204.081632653055 56204.081632653055 56204.081632653055
79 2018-02-07 0.8500000000000001 0.6000000000000001 SELL trend_crisis 46734.69387755101 58387.755102040814 56204.081632653055
80 2018-02-22 0.6000000000000001 0.3500000000000001 SELL trend_crisis 47714.28571428571 58387.755102040814 56204.081632653055
81 2018-03-02 0.3500000000000001 0.25 SELL trend_crisis 46959.183673469386 58387.755102040814 56204.081632653055
82 2018-04-27 0.25 0.45 BUY reentry_reclaim50_breakout20 53000.0 53000.0 53000.0
83 2018-10-11 0.45 0.25 SELL trend_crisis 43100.0 53000.0 53000.0
84 2019-02-14 0.25 0.45 BUY reentry_reclaim50_breakout20 47500.0 47500.0 47500.0
85 2019-04-03 0.45 0.65 BUY reentry_reclaim50_breakout20 46600.0 46600.0 46600.0
86 2019-07-22 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 47200.0 47200.0 47200.0
87 2019-09-19 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 49150.0 49150.0 49150.0
88 2019-12-02 1.0 0.8 SELL two_close_floor 50400.0 53700.0 49150.0 50534.06790103618
89 2019-12-17 0.8 1.0 BUY reentry_reclaim50_breakout20 56700.0 56700.0 56700.0 52892.61118610879
90 2020-03-13 1.0 0.75 SELL trend_crisis 49950.0 62400.0 56700.0
91 2020-03-20 0.75 0.5 SELL trend_crisis 45400.0 62400.0 56700.0
92 2020-03-27 0.5 0.25 SELL trend_crisis 48300.0 62400.0 56700.0
93 2020-07-21 0.25 0.45 BUY reentry_reclaim50_breakout20 55300.0 55300.0 55300.0 60501.51532456996
94 2020-09-10 0.45 0.65 BUY reentry_reclaim50_breakout20 59200.0 59200.0 59200.0
95 2020-11-11 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 61300.0 61300.0 61300.0
96 2020-11-26 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 68000.0 68000.0 68000.0 63434.31752670849
97 2021-02-19 1.0 0.8 SELL two_close_floor 82600.0 91000.0 68000.0 83772.59406860388
98 2021-03-02 0.8 0.6000000000000001 SELL two_close_floor 83600.0 91000.0 68000.0 84276.78231748658
99 2021-03-09 0.6000000000000001 0.25 SELL gap_floor 81400.0 91000.0 68000.0 84988.4903063823
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date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-11-30,1.0,0.6,SELL,gap_floor,7100.0,25600.0,22500.0,24670.0
2007-12-07,0.6,0.2,SELL,gap_floor,7000.0,25600.0,22500.0,24670.0
2009-02-13,0.2,0.4,BUY,reentry_reclaim50_breakout20,2850.0,2850.0,2850.0,25360.0
2009-03-20,0.4,0.2,SELL,trend_crisis,2325.0,3175.0,2850.0,
2009-05-26,0.2,0.4,BUY,reentry_reclaim50_breakout20,3375.0,3375.0,3375.0,
2009-06-11,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,3725.0,3725.0,3725.0,
2009-06-25,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,4300.0,4300.0,4300.0,
2009-07-09,0.8,1.0,BUY,reentry_reclaim50_breakout20,4925.0,4925.0,4925.0,
2009-11-23,1.0,0.8,SELL,two_close_floor,6550.0,8250.0,4925.0,7012.5
2009-11-30,0.8,0.4,SELL,gap_floor,4925.0,8250.0,4925.0,7252.5
2009-12-07,0.4,0.2,SELL,gap_floor,4550.0,8250.0,4925.0,7252.5
2010-09-20,0.2,0.4,BUY,reentry_reclaim50_breakout20,1655.0,1655.0,1655.0,8102.0
2010-10-06,0.4,0.2,SELL,trend_crisis,1250.0,1655.0,1655.0,
2010-11-03,0.2,0.4,BUY,reentry_reclaim50_breakout20,1435.0,1435.0,1435.0,
2010-12-27,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,1780.0,1780.0,1780.0,
2011-01-06,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,2630.0,3205.0,1780.0,2812.350748120834
2011-01-13,0.4000000000000001,0.20000000000000007,SELL,two_close_floor,2490.0,3205.0,1780.0,2812.350748120834
2011-01-20,0.20000000000000007,0.2,SELL,two_close_floor,2600.0,3205.0,1780.0,2812.350748120834
2011-02-14,0.2,0.4,BUY,reentry_reclaim50_breakout20,2760.0,2760.0,2760.0,2840.2503722876186
2011-03-09,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,3555.0,3555.0,3555.0,3117.75
2011-03-23,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,3980.0,4695.0,3555.0,4161.64798141156
2011-03-30,0.4000000000000001,0.2,SELL,gap_floor,3550.0,4695.0,3555.0,4280.294510601219
2011-04-18,0.2,0.4,BUY,reentry_reclaim50_breakout20,4255.0,4255.0,4255.0,4310.6459483009
2011-07-29,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,4700.0,4700.0,4700.0,
2011-08-18,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,5420.0,5420.0,5420.0,
2011-10-17,0.8,1.0,BUY,reentry_reclaim50_breakout20,5370.0,5370.0,5370.0,
2011-11-25,1.0,0.6,SELL,gap_floor,7010.0,9310.0,5370.0,8229.2
2011-12-02,0.6,0.2,SELL,gap_floor,6950.0,9310.0,5370.0,8250.8
2012-03-05,0.2,0.4,BUY,reentry_reclaim50_breakout20,8120.0,8120.0,8120.0,8817.253519529848
2012-03-30,0.4,0.2,SELL,trend_crisis,5500.0,8120.0,8120.0,
2012-09-20,0.2,0.4,BUY,reentry_reclaim50_breakout20,4860.0,4860.0,4860.0,
2012-10-25,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,5170.0,5170.0,5170.0,
2012-12-14,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,5600.0,6180.0,5170.0,5638.699379429392
2012-12-24,0.4000000000000001,0.2,SELL,gap_floor,5280.0,6180.0,5170.0,5689.688346026333
2013-06-19,0.2,0.4,BUY,reentry_reclaim50_breakout20,4975.0,4975.0,4975.0,5958.736609305342
2013-07-02,0.4,0.2,SELL,two_close_floor,5700.0,6580.0,4975.0,5847.044587233828
2013-07-26,0.2,0.4,BUY,reentry_reclaim50_breakout20,6160.0,6160.0,6160.0,6094.478119239105
2013-10-31,0.4,0.2,SELL,trend_crisis,4720.0,6160.0,6160.0,
2014-02-14,0.2,0.4,BUY,reentry_reclaim50_breakout20,4830.0,4830.0,4830.0,
2014-03-03,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,4910.0,4910.0,4910.0,
2014-03-18,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,5980.0,5980.0,5980.0,5277.522496204516
2014-04-11,0.8,1.0,BUY,reentry_reclaim50_breakout20,6000.0,6000.0,6000.0,
2014-06-02,1.0,0.75,SELL,trend_crisis,4725.0,6090.0,6000.0,
2014-06-11,0.75,0.5,SELL,trend_crisis,4445.0,6090.0,6000.0,
2014-06-18,0.5,0.25,SELL,trend_crisis,4440.0,6090.0,6000.0,
2014-06-25,0.25,0.2,SELL,trend_crisis,4225.0,6090.0,6000.0,
2014-09-11,0.2,0.4,BUY,reentry_reclaim50_breakout20,5280.0,5280.0,5280.0,
2014-10-13,0.4,0.2,SELL,trend_crisis,4090.0,5280.0,5280.0,
2015-03-10,0.2,0.4,BUY,reentry_reclaim50_breakout20,4900.0,4900.0,4900.0,
2015-03-24,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,4970.0,4970.0,4970.0,
2015-04-13,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,5910.0,5910.0,5910.0,
2015-06-02,0.8,0.55,SELL,trend_crisis,4550.0,6000.0,5910.0,
2015-08-17,0.55,0.30000000000000004,SELL,trend_crisis,4675.0,6000.0,5910.0,
2015-08-24,0.30000000000000004,0.2,SELL,trend_crisis,3870.0,6000.0,5910.0,
2015-12-07,0.2,0.4,BUY,reentry_reclaim50_breakout20,4460.0,4460.0,4460.0,
2015-12-21,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,4505.0,4505.0,4505.0,
2016-02-19,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,4600.0,4600.0,4600.0,
2016-03-14,0.8,1.0,BUY,reentry_reclaim50_breakout20,4715.0,4715.0,4715.0,
2016-05-19,1.0,0.8,SELL,two_close_floor,4800.0,5310.0,4715.0,4919.2110016617435
2016-06-03,0.8,1.0,BUY,reentry_reclaim50_breakout20,5160.0,5160.0,5160.0,4919.2110016617435
2016-07-18,1.0,0.8,SELL,two_close_floor,5720.0,6590.0,5160.0,5799.6209272030555
2016-07-25,0.8,0.4,SELL,gap_floor,5600.0,6590.0,5160.0,5989.758609737569
2016-08-01,0.4,0.2,SELL,gap_floor,5370.0,6590.0,5160.0,6127.521779485205
2016-10-31,0.2,0.4,BUY,reentry_reclaim50_breakout20,5550.0,5550.0,5550.0,6388.531770069635
2017-03-10,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,5400.0,5400.0,5400.0,
2017-04-05,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,5850.0,5850.0,5850.0,
2017-04-19,0.8,1.0,BUY,reentry_reclaim50_breakout20,6290.0,6290.0,6290.0,
2017-07-11,1.0,0.8,SELL,two_close_floor,7870.0,8990.0,6290.0,7894.365836981104
2017-07-18,0.8,0.4,SELL,gap_floor,7340.0,8990.0,6290.0,8064.31877136173
2017-07-25,0.4,0.2,SELL,gap_floor,7050.0,8990.0,6290.0,8188.541417484447
2017-08-14,0.2,0.4,BUY,reentry_reclaim50_breakout20,7810.0,7810.0,7810.0,8329.839186364046
2017-08-29,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,8450.0,8450.0,8450.0,
2017-09-12,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,8970.0,8970.0,8970.0,
2017-09-28,0.8,1.0,BUY,reentry_reclaim50_breakout20,10100.0,10100.0,10100.0,
2018-05-03,1.0,0.8,SELL,two_close_floor,20700.0,24100.0,10100.0,21208.0
2018-05-11,0.8,0.6000000000000001,SELL,two_close_floor,20050.0,24100.0,10100.0,21430.653888275225
2018-05-28,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,23050.0,23050.0,23050.0,21493.301835194747
2018-06-21,0.8,1.0,BUY,reentry_reclaim50_breakout20,26200.0,26200.0,26200.0,
2018-10-24,1.0,0.6,SELL,gap_floor,31000.0,39150.0,26200.0,35009.17867626142
2018-10-31,0.6,0.2,SELL,gap_floor,28600.0,39150.0,26200.0,35286.0
2019-10-29,0.2,0.4,BUY,reentry_reclaim50_breakout20,22700.0,22700.0,22700.0,38070.4009463
2019-11-18,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,23500.0,23500.0,23500.0,
2019-12-18,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,23000.0,23000.0,23000.0,
2020-01-13,0.8,1.0,BUY,reentry_reclaim50_breakout20,26050.0,26050.0,26050.0,24085.017761659918
2020-02-28,1.0,0.75,SELL,trend_crisis,21150.0,27300.0,26050.0,
2020-03-09,0.75,0.5,SELL,trend_crisis,19850.0,27300.0,26050.0,
2020-03-16,0.5,0.25,SELL,trend_crisis,17850.0,27300.0,26050.0,
2020-03-23,0.25,0.2,SELL,trend_crisis,15350.0,27300.0,26050.0,
2020-07-03,0.2,0.4,BUY,reentry_reclaim50_breakout20,24250.0,24250.0,24250.0,
2020-07-17,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,31250.0,31250.0,31250.0,27111.361693378138
2020-08-05,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,32850.0,32850.0,32850.0,
2020-09-02,0.8,1.0,BUY,reentry_reclaim50_breakout20,37500.0,37500.0,37500.0,
2021-01-05,1.0,0.6,SELL,gap_floor,37250.0,43250.0,37500.0,40141.67875864291
2021-01-12,0.6,0.2,SELL,gap_floor,36900.0,43250.0,37500.0,40313.06726560836
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-11-30 1.0 0.6 SELL gap_floor 7100.0 25600.0 22500.0 24670.0
3 2007-12-07 0.6 0.2 SELL gap_floor 7000.0 25600.0 22500.0 24670.0
4 2009-02-13 0.2 0.4 BUY reentry_reclaim50_breakout20 2850.0 2850.0 2850.0 25360.0
5 2009-03-20 0.4 0.2 SELL trend_crisis 2325.0 3175.0 2850.0
6 2009-05-26 0.2 0.4 BUY reentry_reclaim50_breakout20 3375.0 3375.0 3375.0
7 2009-06-11 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 3725.0 3725.0 3725.0
8 2009-06-25 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 4300.0 4300.0 4300.0
9 2009-07-09 0.8 1.0 BUY reentry_reclaim50_breakout20 4925.0 4925.0 4925.0
10 2009-11-23 1.0 0.8 SELL two_close_floor 6550.0 8250.0 4925.0 7012.5
11 2009-11-30 0.8 0.4 SELL gap_floor 4925.0 8250.0 4925.0 7252.5
12 2009-12-07 0.4 0.2 SELL gap_floor 4550.0 8250.0 4925.0 7252.5
13 2010-09-20 0.2 0.4 BUY reentry_reclaim50_breakout20 1655.0 1655.0 1655.0 8102.0
14 2010-10-06 0.4 0.2 SELL trend_crisis 1250.0 1655.0 1655.0
15 2010-11-03 0.2 0.4 BUY reentry_reclaim50_breakout20 1435.0 1435.0 1435.0
16 2010-12-27 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 1780.0 1780.0 1780.0
17 2011-01-06 0.6000000000000001 0.4000000000000001 SELL two_close_floor 2630.0 3205.0 1780.0 2812.350748120834
18 2011-01-13 0.4000000000000001 0.20000000000000007 SELL two_close_floor 2490.0 3205.0 1780.0 2812.350748120834
19 2011-01-20 0.20000000000000007 0.2 SELL two_close_floor 2600.0 3205.0 1780.0 2812.350748120834
20 2011-02-14 0.2 0.4 BUY reentry_reclaim50_breakout20 2760.0 2760.0 2760.0 2840.2503722876186
21 2011-03-09 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 3555.0 3555.0 3555.0 3117.75
22 2011-03-23 0.6000000000000001 0.4000000000000001 SELL two_close_floor 3980.0 4695.0 3555.0 4161.64798141156
23 2011-03-30 0.4000000000000001 0.2 SELL gap_floor 3550.0 4695.0 3555.0 4280.294510601219
24 2011-04-18 0.2 0.4 BUY reentry_reclaim50_breakout20 4255.0 4255.0 4255.0 4310.6459483009
25 2011-07-29 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 4700.0 4700.0 4700.0
26 2011-08-18 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 5420.0 5420.0 5420.0
27 2011-10-17 0.8 1.0 BUY reentry_reclaim50_breakout20 5370.0 5370.0 5370.0
28 2011-11-25 1.0 0.6 SELL gap_floor 7010.0 9310.0 5370.0 8229.2
29 2011-12-02 0.6 0.2 SELL gap_floor 6950.0 9310.0 5370.0 8250.8
30 2012-03-05 0.2 0.4 BUY reentry_reclaim50_breakout20 8120.0 8120.0 8120.0 8817.253519529848
31 2012-03-30 0.4 0.2 SELL trend_crisis 5500.0 8120.0 8120.0
32 2012-09-20 0.2 0.4 BUY reentry_reclaim50_breakout20 4860.0 4860.0 4860.0
33 2012-10-25 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 5170.0 5170.0 5170.0
34 2012-12-14 0.6000000000000001 0.4000000000000001 SELL two_close_floor 5600.0 6180.0 5170.0 5638.699379429392
35 2012-12-24 0.4000000000000001 0.2 SELL gap_floor 5280.0 6180.0 5170.0 5689.688346026333
36 2013-06-19 0.2 0.4 BUY reentry_reclaim50_breakout20 4975.0 4975.0 4975.0 5958.736609305342
37 2013-07-02 0.4 0.2 SELL two_close_floor 5700.0 6580.0 4975.0 5847.044587233828
38 2013-07-26 0.2 0.4 BUY reentry_reclaim50_breakout20 6160.0 6160.0 6160.0 6094.478119239105
39 2013-10-31 0.4 0.2 SELL trend_crisis 4720.0 6160.0 6160.0
40 2014-02-14 0.2 0.4 BUY reentry_reclaim50_breakout20 4830.0 4830.0 4830.0
41 2014-03-03 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 4910.0 4910.0 4910.0
42 2014-03-18 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 5980.0 5980.0 5980.0 5277.522496204516
43 2014-04-11 0.8 1.0 BUY reentry_reclaim50_breakout20 6000.0 6000.0 6000.0
44 2014-06-02 1.0 0.75 SELL trend_crisis 4725.0 6090.0 6000.0
45 2014-06-11 0.75 0.5 SELL trend_crisis 4445.0 6090.0 6000.0
46 2014-06-18 0.5 0.25 SELL trend_crisis 4440.0 6090.0 6000.0
47 2014-06-25 0.25 0.2 SELL trend_crisis 4225.0 6090.0 6000.0
48 2014-09-11 0.2 0.4 BUY reentry_reclaim50_breakout20 5280.0 5280.0 5280.0
49 2014-10-13 0.4 0.2 SELL trend_crisis 4090.0 5280.0 5280.0
50 2015-03-10 0.2 0.4 BUY reentry_reclaim50_breakout20 4900.0 4900.0 4900.0
51 2015-03-24 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 4970.0 4970.0 4970.0
52 2015-04-13 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 5910.0 5910.0 5910.0
53 2015-06-02 0.8 0.55 SELL trend_crisis 4550.0 6000.0 5910.0
54 2015-08-17 0.55 0.30000000000000004 SELL trend_crisis 4675.0 6000.0 5910.0
55 2015-08-24 0.30000000000000004 0.2 SELL trend_crisis 3870.0 6000.0 5910.0
56 2015-12-07 0.2 0.4 BUY reentry_reclaim50_breakout20 4460.0 4460.0 4460.0
57 2015-12-21 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 4505.0 4505.0 4505.0
58 2016-02-19 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 4600.0 4600.0 4600.0
59 2016-03-14 0.8 1.0 BUY reentry_reclaim50_breakout20 4715.0 4715.0 4715.0
60 2016-05-19 1.0 0.8 SELL two_close_floor 4800.0 5310.0 4715.0 4919.2110016617435
61 2016-06-03 0.8 1.0 BUY reentry_reclaim50_breakout20 5160.0 5160.0 5160.0 4919.2110016617435
62 2016-07-18 1.0 0.8 SELL two_close_floor 5720.0 6590.0 5160.0 5799.6209272030555
63 2016-07-25 0.8 0.4 SELL gap_floor 5600.0 6590.0 5160.0 5989.758609737569
64 2016-08-01 0.4 0.2 SELL gap_floor 5370.0 6590.0 5160.0 6127.521779485205
65 2016-10-31 0.2 0.4 BUY reentry_reclaim50_breakout20 5550.0 5550.0 5550.0 6388.531770069635
66 2017-03-10 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 5400.0 5400.0 5400.0
67 2017-04-05 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 5850.0 5850.0 5850.0
68 2017-04-19 0.8 1.0 BUY reentry_reclaim50_breakout20 6290.0 6290.0 6290.0
69 2017-07-11 1.0 0.8 SELL two_close_floor 7870.0 8990.0 6290.0 7894.365836981104
70 2017-07-18 0.8 0.4 SELL gap_floor 7340.0 8990.0 6290.0 8064.31877136173
71 2017-07-25 0.4 0.2 SELL gap_floor 7050.0 8990.0 6290.0 8188.541417484447
72 2017-08-14 0.2 0.4 BUY reentry_reclaim50_breakout20 7810.0 7810.0 7810.0 8329.839186364046
73 2017-08-29 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 8450.0 8450.0 8450.0
74 2017-09-12 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 8970.0 8970.0 8970.0
75 2017-09-28 0.8 1.0 BUY reentry_reclaim50_breakout20 10100.0 10100.0 10100.0
76 2018-05-03 1.0 0.8 SELL two_close_floor 20700.0 24100.0 10100.0 21208.0
77 2018-05-11 0.8 0.6000000000000001 SELL two_close_floor 20050.0 24100.0 10100.0 21430.653888275225
78 2018-05-28 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 23050.0 23050.0 23050.0 21493.301835194747
79 2018-06-21 0.8 1.0 BUY reentry_reclaim50_breakout20 26200.0 26200.0 26200.0
80 2018-10-24 1.0 0.6 SELL gap_floor 31000.0 39150.0 26200.0 35009.17867626142
81 2018-10-31 0.6 0.2 SELL gap_floor 28600.0 39150.0 26200.0 35286.0
82 2019-10-29 0.2 0.4 BUY reentry_reclaim50_breakout20 22700.0 22700.0 22700.0 38070.4009463
83 2019-11-18 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 23500.0 23500.0 23500.0
84 2019-12-18 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 23000.0 23000.0 23000.0
85 2020-01-13 0.8 1.0 BUY reentry_reclaim50_breakout20 26050.0 26050.0 26050.0 24085.017761659918
86 2020-02-28 1.0 0.75 SELL trend_crisis 21150.0 27300.0 26050.0
87 2020-03-09 0.75 0.5 SELL trend_crisis 19850.0 27300.0 26050.0
88 2020-03-16 0.5 0.25 SELL trend_crisis 17850.0 27300.0 26050.0
89 2020-03-23 0.25 0.2 SELL trend_crisis 15350.0 27300.0 26050.0
90 2020-07-03 0.2 0.4 BUY reentry_reclaim50_breakout20 24250.0 24250.0 24250.0
91 2020-07-17 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 31250.0 31250.0 31250.0 27111.361693378138
92 2020-08-05 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 32850.0 32850.0 32850.0
93 2020-09-02 0.8 1.0 BUY reentry_reclaim50_breakout20 37500.0 37500.0 37500.0
94 2021-01-05 1.0 0.6 SELL gap_floor 37250.0 43250.0 37500.0 40141.67875864291
95 2021-01-12 0.6 0.2 SELL gap_floor 36900.0 43250.0 37500.0 40313.06726560836
@@ -0,0 +1,16 @@
market,symbol,strategy,cost_one_way,start,end,observations,cagr,mdd,calmar,annual_vol,sharpe_zero_rf,sortino_zero_rf,ulcer_index,recovery_days_max,turnover_annual,avg_exposure,cvar_5_daily,final_equity
KR,005930,buy_hold,0.001,2007-01-02,2021-04-15,3539,0.15057891797717682,-0.47342611694340286,0.3180621275170973,0.3012569883821708,0.6239825684785394,0.9842780210289169,15.778728354252292,871,0.0,1.0,-0.039340619255431544,7.414664514724403
KR,005930,trend_10m_shifted,0.001,2007-01-02,2021-04-15,3539,0.07064016226723435,-0.40222436489246804,0.17562377725705283,0.21659389342868704,0.4286813719585508,0.5215636807760939,20.041846619182405,994,2.520414031052329,0.5908448714326081,-0.03230168596198603,2.650998278642384
KR,005930,trailing_12,0.001,2007-01-02,2021-04-15,3539,0.07313014839612841,-0.37191272085678795,0.19663255461565285,0.23373219759607522,0.4238821539085963,0.5576006147348199,17.075759519220338,1061,4.060667050028752,0.6985024018084205,-0.033858832654821806,2.7404345825750447
KR,005930,kartsell_v11_original,0.001,2007-01-02,2021-04-15,3539,0.06391705052338059,-0.3897192409999386,0.16400794161299997,0.2244527163066945,0.3930133273333859,0.5683107467507722,20.18117215909693,993,10.480721679125933,0.7500847697089574,-0.032083069193317944,2.4228892058747946
KR,005930,kartsell_v12_candidate,0.001,2007-01-02,2021-04-15,3539,0.07784227786302278,-0.3667492626212113,0.21224930980548531,0.19491413637627125,0.48853345473512927,0.7048230394853046,17.928912983679123,1069,1.4317351926394482,0.6346284261090704,-0.027764505311173603,2.917414223133168
KR,000660,buy_hold,0.001,2007-01-02,2021-04-16,3541,0.1098093222355856,-0.8456613414596607,0.12985023300940815,0.4475685447134808,0.4598730935511649,0.6876290237370674,29.999445622976932,938,0.0,1.0,-0.0604242380537444,4.430196217417916
KR,000660,trend_10m_shifted,0.001,2007-01-02,2021-04-16,3541,0.08326915706529525,-0.5559232318730603,0.1497853521694682,0.2836930477732311,0.4284093558404643,0.49457210291455217,25.667925419725997,1654,1.539957838252204,0.555210392544479,-0.0436898796218878,3.1350722817866807
KR,000660,trailing_12,0.001,2007-01-02,2021-04-16,3541,0.1477906538945386,-0.46930782719418385,0.31491197318852254,0.2958928513033166,0.6206764791280346,0.806417464159277,20.319909744032984,774,4.759869681870448,0.6269415419373059,-0.042051640801858005,7.164808959900772
KR,000660,kartsell_v11_original,0.001,2007-01-02,2021-04-16,3541,0.07206174025135836,-0.5786856403156295,0.1245265740688746,0.3005500330753062,0.385279269008618,0.5567543373086427,26.79455392544834,796,8.623763894212342,0.7171844111832816,-0.04277214829188437,2.702235579784997
KR,000660,kartsell_v12_candidate,0.001,2007-01-02,2021-04-16,3541,0.08407099346504987,-0.5513875231192475,0.15247170082749223,0.2633430703226691,0.442891058735323,0.6271601004477529,22.299389544131433,887,1.5049587964737448,0.6068483479243152,-0.03786135927168199,3.1683878733279793
KR,035900,buy_hold,0.001,2007-01-02,2021-04-15,3456,0.0295373505487182,-0.95703125,0.030863517308048406,0.6232996288990094,0.3574342307158078,0.5417786422319167,71.35225105545686,2621,0.0,1.0,-0.08560653676427198,1.515555555555548
KR,035900,trend_10m_shifted,0.001,2007-01-02,2021-04-15,3456,0.05914624125344292,-0.7555977114749467,0.07827742243685187,0.4331933250962348,0.35289402058878244,0.38469313413887424,50.94451178897398,1658,1.9603220241518113,0.5069444444444444,-0.06260200645731767,2.2722426695975932
KR,035900,trailing_12,0.001,2007-01-02,2021-04-15,3456,0.0493813560307077,-0.7760014835470278,0.06363564642298143,0.3666121117952986,0.3182217766131556,0.3171937679169545,53.53024370404685,2558,7.491230592294422,0.41782407407407407,-0.05293687164401791,1.9906671339551736
KR,035900,kartsell_v11_original,0.001,2007-01-02,2021-04-15,3456,0.019203864123950476,-0.8427911180858594,0.02278603050251187,0.46493789201400215,0.2732359269302455,0.3787278332853394,63.24092663027409,2568,12.546060954571594,0.6475549768518518,-0.06530730094316521,1.3121871437541854
KR,035900,kartsell_v12_candidate,0.001,2007-01-02,2021-04-15,3456,0.07057023330533685,-0.7818310638902997,0.09026276463637509,0.40480133822934483,0.3759682202129277,0.4898560689824886,49.73921053443678,2483,1.4562392179413457,0.4874276620370371,-0.05794200587538522,2.648526183280227
1 market symbol strategy cost_one_way start end observations cagr mdd calmar annual_vol sharpe_zero_rf sortino_zero_rf ulcer_index recovery_days_max turnover_annual avg_exposure cvar_5_daily final_equity
2 KR 005930 buy_hold 0.001 2007-01-02 2021-04-15 3539 0.15057891797717682 -0.47342611694340286 0.3180621275170973 0.3012569883821708 0.6239825684785394 0.9842780210289169 15.778728354252292 871 0.0 1.0 -0.039340619255431544 7.414664514724403
3 KR 005930 trend_10m_shifted 0.001 2007-01-02 2021-04-15 3539 0.07064016226723435 -0.40222436489246804 0.17562377725705283 0.21659389342868704 0.4286813719585508 0.5215636807760939 20.041846619182405 994 2.520414031052329 0.5908448714326081 -0.03230168596198603 2.650998278642384
4 KR 005930 trailing_12 0.001 2007-01-02 2021-04-15 3539 0.07313014839612841 -0.37191272085678795 0.19663255461565285 0.23373219759607522 0.4238821539085963 0.5576006147348199 17.075759519220338 1061 4.060667050028752 0.6985024018084205 -0.033858832654821806 2.7404345825750447
5 KR 005930 kartsell_v11_original 0.001 2007-01-02 2021-04-15 3539 0.06391705052338059 -0.3897192409999386 0.16400794161299997 0.2244527163066945 0.3930133273333859 0.5683107467507722 20.18117215909693 993 10.480721679125933 0.7500847697089574 -0.032083069193317944 2.4228892058747946
6 KR 005930 kartsell_v12_candidate 0.001 2007-01-02 2021-04-15 3539 0.07784227786302278 -0.3667492626212113 0.21224930980548531 0.19491413637627125 0.48853345473512927 0.7048230394853046 17.928912983679123 1069 1.4317351926394482 0.6346284261090704 -0.027764505311173603 2.917414223133168
7 KR 000660 buy_hold 0.001 2007-01-02 2021-04-16 3541 0.1098093222355856 -0.8456613414596607 0.12985023300940815 0.4475685447134808 0.4598730935511649 0.6876290237370674 29.999445622976932 938 0.0 1.0 -0.0604242380537444 4.430196217417916
8 KR 000660 trend_10m_shifted 0.001 2007-01-02 2021-04-16 3541 0.08326915706529525 -0.5559232318730603 0.1497853521694682 0.2836930477732311 0.4284093558404643 0.49457210291455217 25.667925419725997 1654 1.539957838252204 0.555210392544479 -0.0436898796218878 3.1350722817866807
9 KR 000660 trailing_12 0.001 2007-01-02 2021-04-16 3541 0.1477906538945386 -0.46930782719418385 0.31491197318852254 0.2958928513033166 0.6206764791280346 0.806417464159277 20.319909744032984 774 4.759869681870448 0.6269415419373059 -0.042051640801858005 7.164808959900772
10 KR 000660 kartsell_v11_original 0.001 2007-01-02 2021-04-16 3541 0.07206174025135836 -0.5786856403156295 0.1245265740688746 0.3005500330753062 0.385279269008618 0.5567543373086427 26.79455392544834 796 8.623763894212342 0.7171844111832816 -0.04277214829188437 2.702235579784997
11 KR 000660 kartsell_v12_candidate 0.001 2007-01-02 2021-04-16 3541 0.08407099346504987 -0.5513875231192475 0.15247170082749223 0.2633430703226691 0.442891058735323 0.6271601004477529 22.299389544131433 887 1.5049587964737448 0.6068483479243152 -0.03786135927168199 3.1683878733279793
12 KR 035900 buy_hold 0.001 2007-01-02 2021-04-15 3456 0.0295373505487182 -0.95703125 0.030863517308048406 0.6232996288990094 0.3574342307158078 0.5417786422319167 71.35225105545686 2621 0.0 1.0 -0.08560653676427198 1.515555555555548
13 KR 035900 trend_10m_shifted 0.001 2007-01-02 2021-04-15 3456 0.05914624125344292 -0.7555977114749467 0.07827742243685187 0.4331933250962348 0.35289402058878244 0.38469313413887424 50.94451178897398 1658 1.9603220241518113 0.5069444444444444 -0.06260200645731767 2.2722426695975932
14 KR 035900 trailing_12 0.001 2007-01-02 2021-04-15 3456 0.0493813560307077 -0.7760014835470278 0.06363564642298143 0.3666121117952986 0.3182217766131556 0.3171937679169545 53.53024370404685 2558 7.491230592294422 0.41782407407407407 -0.05293687164401791 1.9906671339551736
15 KR 035900 kartsell_v11_original 0.001 2007-01-02 2021-04-15 3456 0.019203864123950476 -0.8427911180858594 0.02278603050251187 0.46493789201400215 0.2732359269302455 0.3787278332853394 63.24092663027409 2568 12.546060954571594 0.6475549768518518 -0.06530730094316521 1.3121871437541854
16 KR 035900 kartsell_v12_candidate 0.001 2007-01-02 2021-04-15 3456 0.07057023330533685 -0.7818310638902997 0.09026276463637509 0.40480133822934483 0.3759682202129277 0.4898560689824886 49.73921053443678 2483 1.4562392179413457 0.4874276620370371 -0.05794200587538522 2.648526183280227
@@ -0,0 +1,7 @@
portfolio,strategy,cost_one_way,start,end,observations,cagr,mdd,calmar,annual_vol,sharpe_zero_rf,sortino_zero_rf,ulcer_index,recovery_days_max,turnover_annual,avg_exposure,cvar_5_daily,final_equity
kr_three_equal_weight_cost_0.0007,kartsell_v11_original,0.0007,2007-01-02,2021-04-16,3544,0.08843891151457628,-0.5716770052082552,0.1547008375513705,0.22997459432990952,0.48937605043080074,0.7046018138046047,23.48384045817326,1205,10.595376581065544,0.7059560759969902,-0.03325317226219906,3.355727378208201
kr_three_equal_weight_cost_0.0007,kartsell_v12_candidate,0.0007,2007-01-02,2021-04-16,3544,0.10411762223906407,-0.5016815016302062,0.20753729587544184,0.19831218550035656,0.6065093618472281,0.8560847569525031,19.137907221578562,1050,1.4886259103104638,0.578875094055681,-0.028671499449612836,4.116439174159158
kr_three_equal_weight_cost_0.0015,kartsell_v11_original,0.0015,2007-01-02,2021-04-16,3544,0.07926049974261207,-0.57336133399058,0.13823830635903026,0.22994762920781084,0.451988067848426,0.650608938291938,24.22726196652991,1226,10.595376581065544,0.7059560759969902,-0.03328691758055112,2.9733467735439385
kr_three_equal_weight_cost_0.0015,kartsell_v12_candidate,0.0015,2007-01-02,2021-04-16,3544,0.10280399684556496,-0.5024897847827778,0.20458922740092372,0.19831128049128194,0.6004118630386361,0.8473037484677485,19.220444162042558,1050,1.4886259103104638,0.578875094055681,-0.028679139899051038,4.047022719393547
kr_three_equal_weight_cost_0.0030,kartsell_v11_original,0.003,2007-01-02,2021-04-16,3544,0.06225708596828161,-0.5765019704006571,0.10799110699485417,0.22990188837222586,0.381853957039464,0.5493861843422069,25.823678227040297,1272,10.595376581065544,0.7059560759969902,-0.033350190052461225,2.3698418043265104
kr_three_equal_weight_cost_0.0030,kartsell_v12_candidate,0.003,2007-01-02,2021-04-16,3544,0.10034491537550805,-0.5040019881294311,0.19909626894118282,0.19831064431321607,0.5889757524689004,0.8308974900023449,19.37638665156235,1051,1.4886259103104638,0.578875094055681,-0.02869371093975576,3.919993971879358
1 portfolio strategy cost_one_way start end observations cagr mdd calmar annual_vol sharpe_zero_rf sortino_zero_rf ulcer_index recovery_days_max turnover_annual avg_exposure cvar_5_daily final_equity
2 kr_three_equal_weight_cost_0.0007 kartsell_v11_original 0.0007 2007-01-02 2021-04-16 3544 0.08843891151457628 -0.5716770052082552 0.1547008375513705 0.22997459432990952 0.48937605043080074 0.7046018138046047 23.48384045817326 1205 10.595376581065544 0.7059560759969902 -0.03325317226219906 3.355727378208201
3 kr_three_equal_weight_cost_0.0007 kartsell_v12_candidate 0.0007 2007-01-02 2021-04-16 3544 0.10411762223906407 -0.5016815016302062 0.20753729587544184 0.19831218550035656 0.6065093618472281 0.8560847569525031 19.137907221578562 1050 1.4886259103104638 0.578875094055681 -0.028671499449612836 4.116439174159158
4 kr_three_equal_weight_cost_0.0015 kartsell_v11_original 0.0015 2007-01-02 2021-04-16 3544 0.07926049974261207 -0.57336133399058 0.13823830635903026 0.22994762920781084 0.451988067848426 0.650608938291938 24.22726196652991 1226 10.595376581065544 0.7059560759969902 -0.03328691758055112 2.9733467735439385
5 kr_three_equal_weight_cost_0.0015 kartsell_v12_candidate 0.0015 2007-01-02 2021-04-16 3544 0.10280399684556496 -0.5024897847827778 0.20458922740092372 0.19831128049128194 0.6004118630386361 0.8473037484677485 19.220444162042558 1050 1.4886259103104638 0.578875094055681 -0.028679139899051038 4.047022719393547
6 kr_three_equal_weight_cost_0.0030 kartsell_v11_original 0.003 2007-01-02 2021-04-16 3544 0.06225708596828161 -0.5765019704006571 0.10799110699485417 0.22990188837222586 0.381853957039464 0.5493861843422069 25.823678227040297 1272 10.595376581065544 0.7059560759969902 -0.033350190052461225 2.3698418043265104
7 kr_three_equal_weight_cost_0.0030 kartsell_v12_candidate 0.003 2007-01-02 2021-04-16 3544 0.10034491537550805 -0.5040019881294311 0.19909626894118282 0.19831064431321607 0.5889757524689004 0.8308974900023449 19.37638665156235 1051 1.4886259103104638 0.578875094055681 -0.02869371093975576 3.919993971879358
@@ -0,0 +1,4 @@
symbol,name,market,start,end,rows,raw_sorted,duplicate_dates,invalid_adjusted_ohlc_rows,abs_daily_return_gt_50pct,zero_or_missing_volume_rows,total_return_available,pit_fundamentals_available,inferred_corporate_action_rescales,source_vintage_warning
005930,Samsung Electronics,KOSPI,2007-01-02,2021-04-15,3539,True,0,7,0,20,False,False,1:50 pre-2018-04-09,source ends 2021-04; not current
000660,SK Hynix,KOSPI,2007-01-02,2021-04-16,3541,True,0,0,0,16,False,False,,source ends 2021-04; not current
035900,JYP Ent.,KOSDAQ,2007-01-02,2021-04-15,3456,True,0,2,0,3,False,False,2:1 pre-2007-10-04,source ends 2021-04; not current
1 symbol name market start end rows raw_sorted duplicate_dates invalid_adjusted_ohlc_rows abs_daily_return_gt_50pct zero_or_missing_volume_rows total_return_available pit_fundamentals_available inferred_corporate_action_rescales source_vintage_warning
2 005930 Samsung Electronics KOSPI 2007-01-02 2021-04-15 3539 True 0 7 0 20 False False 1:50 pre-2018-04-09 source ends 2021-04; not current
3 000660 SK Hynix KOSPI 2007-01-02 2021-04-16 3541 True 0 0 0 16 False False source ends 2021-04; not current
4 035900 JYP Ent. KOSDAQ 2007-01-02 2021-04-15 3456 True 0 2 0 3 False False 2:1 pre-2007-10-04 source ends 2021-04; not current
@@ -0,0 +1,76 @@
market,symbol,strategy,period,start,end,observations,cagr,mdd,calmar,annual_vol,sharpe_zero_rf,sortino_zero_rf,ulcer_index,recovery_days_max,turnover_annual,avg_exposure,cvar_5_daily,final_equity
KR,005930,buy_hold,research_2007_2013,2007-01-02,2013-12-30,1750,0.12967134298041105,-0.47342611694340286,0.2738998511903242,0.3326070963773868,0.5351301841457318,0.8577724141464788,15.666775998484988,325,0.0,1.0,-0.042921463800847354,2.3456656176847828
KR,005930,buy_hold,validation_2014_2017,2014-01-02,2017-12-28,981,0.1830634689280799,-0.28953034273852707,0.6322773191803365,0.25557521285787116,0.8014134621974379,1.203967531350709,11.469623835698364,325,0.0,1.0,-0.034770491210861974,1.9544868436494838
KR,005930,buy_hold,oos_2018_source_end,2018-01-01,2021-04-15,808,0.15758066320113495,-0.3189102564102565,0.4941222805904934,0.2807150188658532,0.6738850883016786,1.1182306039972656,13.067737588820876,446,0.0,1.0,-0.035970549570908075,1.6173076923076957
KR,005930,buy_hold,gfc_2007_2009,2007-01-02,2009-12-30,756,0.09814776053607122,-0.47342611694340286,0.20731378566469028,0.38170565765154063,0.43501861766741595,0.6901375628210762,20.457045412344677,325,0.0,1.0,-0.049439695541392235,1.3233545108919573
KR,005930,buy_hold,covid_2020,2020-01-02,2020-12-30,248,0.454969962472755,-0.3189102564102564,1.4266394803165787,0.33360515677855895,1.3009900297944954,2.147480142130591,12.787189228405817,202,0.0,1.0,-0.04229622805996724,1.4516129032258092
KR,005930,trend_10m_shifted,research_2007_2013,2007-01-02,2013-12-30,1750,0.010251568308020209,-0.40222436489246804,0.025487188750390338,0.22555325650598085,0.15808299946237436,0.20332398878684504,17.21748037855849,962,2.0021534847298357,0.5937142857142857,-0.03260213227599751,1.0739235913610203
KR,005930,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-28,981,0.14844310471331768,-0.22093328559971614,0.6718910838191436,0.19530531280993613,0.8238100164791896,0.8762716162351177,9.533106857867153,333,2.5085851648351647,0.6004077471967381,-0.030885487142683337,1.736261296305743
KR,005930,trend_10m_shifted,oos_2018_source_end,2018-01-01,2021-04-15,808,0.11305054173609386,-0.3189102564102565,0.35449014092121883,0.22143866346157864,0.6056233748902595,0.764647758978678,14.333594650290866,414,3.6525000000000003,0.573019801980198,-0.03190700100930451,1.4217426069042753
KR,005930,trend_10m_shifted,gfc_2007_2009,2007-01-02,2009-12-30,756,-0.0074065190815114645,-0.40222436489246804,-0.01841389962413527,0.19817306892548356,0.061441208420549745,0.06672937967253564,21.38438118136115,417,2.005032021957914,0.42328042328042326,-0.03148736677461947,0.9779993449657826
KR,005930,trend_10m_shifted,covid_2020,2020-01-02,2020-12-30,248,0.2149331506912624,-0.3189102564102564,0.6739612363384309,0.29668210978919973,0.8096735226772354,1.140161573150933,18.658298958235303,231,2.012396694214876,0.7459677419354839,-0.040790642391332795,1.21347693464817
KR,005930,trailing_12,research_2007_2013,2007-01-02,2013-12-30,1750,0.010961273898902446,-0.37191272085678795,0.029472704976723,0.24965026017103759,0.16876946642534568,0.21849813951334007,17.04810250009203,531,4.862372748629601,0.6794285714285714,-0.036479971968358844,1.0792100761007186
KR,005930,trailing_12,validation_2014_2017,2014-01-02,2017-12-28,981,0.10936364432366252,-0.30163927827315606,0.3625643349558272,0.21207935374238862,0.6069758076492735,0.7806018109627744,12.497870308671136,352,3.7628777472527473,0.7176350662589195,-0.031237995738400328,1.512441858564475
KR,005930,trailing_12,oos_2018_source_end,2018-01-01,2021-04-15,808,0.1708330009670398,-0.24923014560154555,0.6854427683886904,0.22304695041086017,0.8357003043288475,1.2200360223170594,11.804603674767666,407,2.7393750000000003,0.7165841584158416,-0.03044784135562058,1.6789383892765444
KR,005930,trailing_12,gfc_2007_2009,2007-01-02,2009-12-30,756,0.009105968288438682,-0.3649071338716712,0.02495420736729424,0.26701421962126093,0.1672757394835891,0.2016009092294584,17.18231361762925,531,5.346752058554437,0.6111111111111112,-0.040925090187362546,1.027497287446589
KR,005930,trailing_12,covid_2020,2020-01-02,2020-12-30,248,0.5653022850812413,-0.1598851282927436,3.5356777151042733,0.2554809305958573,1.8992401087711293,2.99850161205154,7.952339226893308,129,2.012396694214876,0.7862903225806451,-0.032140839640177506,1.560987632591546
KR,005930,kartsell_v11_original,research_2007_2013,2007-01-02,2013-12-30,1750,0.042931023764978704,-0.3897192409999386,0.11015885090719826,0.24642284809684253,0.2948670446221773,0.4499140267966271,18.025995429374536,885,8.838077525450274,0.7795428571428571,-0.03390182168178739,1.341688376717285
KR,005930,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-28,981,0.1153772707149705,-0.2591277319955153,0.44525250086689805,0.19875618182954527,0.6623716035851022,0.861962749662369,12.617986236348644,547,10.548600618131866,0.7404689092762489,-0.03019726402816983,1.545389622760389
KR,005930,kartsell_v11_original,oos_2018_source_end,2018-01-01,2021-04-15,808,0.04854992593689933,-0.30100826397303015,0.1612910067520582,0.20316635451964907,0.3403903034131262,0.4991508773404462,19.064727358792265,717,13.955593749999998,0.6979579207920793,-0.029021940795372816,1.1685408686888865
KR,005930,kartsell_v11_original,gfc_2007_2009,2007-01-02,2009-12-30,756,0.0028437456413115125,-0.3897192409999386,0.007296908497550832,0.2561505812845312,0.13894977845351714,0.21114230797935374,23.555681484159958,622,7.85304208600183,0.7436507936507937,-0.03631810300961394,1.0085339574685617
KR,005930,kartsell_v11_original,covid_2020,2020-01-02,2020-12-30,248,0.3024309431976755,-0.234911793556279,1.2874234137811416,0.2501709915055301,1.1913608058660463,1.989350552457134,15.02791699655385,216,12.47685950413223,0.8088709677419355,-0.030901670979005147,1.3003126806619725
KR,005930,kartsell_v12_candidate,research_2007_2013,2007-01-02,2013-12-30,1750,0.08220498589809333,-0.22960106653309875,0.3580339897342892,0.20488675206569448,0.490486717031807,0.7483016987831093,12.280092778410419,300,1.3800557948316368,0.6246285714285714,-0.027804071191600662,1.7374343109947654
KR,005930,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-28,981,0.0693324241437161,-0.25182793291796524,0.27531665506821135,0.18507245176839046,0.46360541374653486,0.6128361793614766,14.105081127466317,644,1.6054945054945053,0.6940366972477064,-0.027983074708209085,1.306328527136377
KR,005930,kartsell_v12_candidate,oos_2018_source_end,2018-01-01,2021-04-15,808,0.07941444479540416,-0.28496973560227357,0.27867676764890315,0.18435105559137294,0.5166346118380698,0.7283838506578694,13.74012335015664,475,1.3392500000000003,0.5841584158415842,-0.02693917070326227,1.2853970274742281
KR,005930,kartsell_v12_candidate,gfc_2007_2009,2007-01-02,2009-12-30,756,0.08758817047271483,-0.22960106653309875,0.3814798066719273,0.2327508229401477,0.4758591323925663,0.7252406292075142,14.123755621502788,298,1.3199794144556265,0.6417328042328042,-0.032122951127363915,1.2856385350382955
KR,005930,kartsell_v12_candidate,covid_2020,2020-01-02,2020-12-30,248,0.22973348163549878,-0.284969735602273,0.8061679993840944,0.22758012614175152,1.0311503451261066,1.405153950846396,17.110514298060515,220,1.5092975206611572,0.6060483870967742,-0.033520731859014136,1.2281679137483954
KR,000660,buy_hold,research_2007_2013,2007-01-02,2013-12-30,1750,0.019399677585812736,-0.8456613414596607,0.022940244084384612,0.5217201883515642,0.2972397796725248,0.43564421838707545,37.08532619170478,938,0.0,1.0,-0.07262025712238879,1.1437961143151718
KR,000660,buy_hold,validation_2014_2017,2014-01-02,2017-12-28,980,0.21239609343853005,-0.49246010346136193,0.4312960419446334,0.3424096279134221,0.7477697198663205,1.1896904613152033,22.501323161728145,620,0.0,1.0,-0.04555112565720825,2.1549295774647788
KR,000660,buy_hold,oos_2018_source_end,2018-01-01,2021-04-16,811,0.19520361906613726,-0.40045120671563417,0.4874591855200826,0.3820719938575616,0.6664927568129478,1.1383357507439367,18.373763984891266,391,0.0,1.0,-0.046846287984054054,1.7973856209150392
KR,000660,buy_hold,gfc_2007_2009,2007-01-02,2009-12-30,756,-0.10933948808749872,-0.8456613414596607,-0.12929465109374919,0.6275068991679718,0.12830024722331998,0.1876040811680147,45.33256772000711,617,0.0,1.0,-0.08872849088047087,0.707155975126463
KR,000660,buy_hold,covid_2020,2020-01-02,2020-12-30,247,0.26109951748855065,-0.34285714285714286,0.7615402593416061,0.41048192925656807,0.7754691393918177,1.2893489111666356,18.15977659503759,196,0.0,1.0,-0.05011517024267404,1.2592986184909676
KR,000660,trend_10m_shifted,research_2007_2013,2007-01-02,2013-12-30,1750,0.019490174151640893,-0.5559232318730603,0.035059110744433304,0.27716179324951556,0.2087985981168765,0.21771547966265994,30.987614482983364,930,1.716131558339859,0.4542857142857143,-0.044952494273897546,1.1445063171661367
KR,000660,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-28,980,0.2524026736301006,-0.27157482507027353,0.929403797147943,0.2820859851236207,0.9593135523747284,1.2200305569001326,13.669934770270476,595,1.003434065934066,0.7071428571428572,-0.04240248984197793,2.452663127344184
KR,000660,trend_10m_shifted,oos_2018_source_end,2018-01-01,2021-04-16,811,0.03417786609352058,-0.34285714285714297,0.09968544277276833,0.29923278449601287,0.2632737151342943,0.3323921169864724,20.060358397572834,421,1.824729392173189,0.5893958076448829,-0.042512526065066905,1.1168412913615176
KR,000660,trend_10m_shifted,gfc_2007_2009,2007-01-02,2009-12-30,756,0.09904554993735148,-0.2993741265453954,0.33084205064839756,0.2331276970805137,0.5203094667740285,0.4444434901696136,20.254047831749006,641,1.3366880146386093,0.2830687830687831,-0.03890405528719767,1.3265947234823672
KR,000660,trend_10m_shifted,covid_2020,2020-01-02,2020-12-30,247,-0.1131055341377305,-0.34285714285714286,-0.3298911412350473,0.3112040200422069,-0.23743358480345172,-0.23840746528835377,19.097367729770944,216,1.006198347107438,0.4089068825910931,-0.04850207914983714,0.8875504782146659
KR,000660,trailing_12,research_2007_2013,2007-01-02,2013-12-30,1750,0.14754666337203926,-0.46930782719418385,0.3143920787645193,0.3139219054065111,0.5969203877368722,0.7505536461586775,18.919083364649058,652,5.148394675019577,0.5794285714285714,-0.04456409591979111,2.6178361789830227
KR,000660,trailing_12,validation_2014_2017,2014-01-02,2017-12-28,980,0.14185911787332173,-0.4547531957470957,0.31194748975929043,0.26573878655360705,0.6447851767107756,0.8172902443024499,21.35190754834452,620,4.766311813186813,0.6744897959183673,-0.040153308204255625,1.6969202178067728
KR,000660,trailing_12,oos_2018_source_end,2018-01-01,2021-04-16,811,0.15647395808147935,-0.3430119903132052,0.456176350974211,0.29068355860171724,0.6552612697443887,0.9434528317780103,16.938905765476385,422,3.9535803497085764,0.6720098643649816,-0.038842947858232155,1.6128750565140728
KR,000660,trailing_12,gfc_2007_2009,2007-01-02,2009-12-30,756,0.07078082310197775,-0.46930782719418385,0.1508196092214141,0.3238999185463309,0.37003293636498624,0.41187957315949675,25.2072186414431,652,6.683440073193047,0.458994708994709,-0.04854203917519534,1.2270948564520843
KR,000660,trailing_12,covid_2020,2020-01-02,2020-12-30,247,0.23840841388544098,-0.2554619818820554,0.9332442038107733,0.28733677925011636,0.8963689499763928,1.4305187223342728,16.24425960183073,196,4.024793388429752,0.7368421052631579,-0.03563172279621986,1.236778244361088
KR,000660,kartsell_v11_original,research_2007_2013,2007-01-02,2013-12-30,1750,0.007650424536767009,-0.5786856403156295,0.013220346253268489,0.32150631288252746,0.18395889149339167,0.26449150390550336,30.9012388090533,678,7.651086530931872,0.6880571428571428,-0.04587375947790562,1.0547373489592362
KR,000660,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-28,980,0.20256217673597154,-0.35301696075862277,0.5738029592138337,0.2715719140462577,0.8323661108090542,1.1942736548292412,19.126846134655906,617,8.504103708791206,0.7751530612244898,-0.03975567330148222,2.086092435762121
KR,000660,kartsell_v11_original,oos_2018_source_end,2018-01-01,2021-04-16,811,0.06448961991327029,-0.3777089812808926,0.17073891040285058,0.2869791417676846,0.36523294749467294,0.5455345925722372,23.475462340347793,643,10.887552039966694,0.709987669543773,-0.039082134471695694,1.2281328123835107
KR,000660,kartsell_v11_original,gfc_2007_2009,2007-01-02,2009-12-30,756,-0.035526893835401196,-0.5786856403156295,-0.06139238882102543,0.351732390126222,0.07166691948534971,0.10565525642608048,37.40637668268595,617,1.737694419030192,0.6722883597883598,-0.04976849692797292,0.8974053355025998
KR,000660,kartsell_v11_original,covid_2020,2020-01-02,2020-12-30,247,0.06466595350642623,-0.3314255870921804,0.19511454765392178,0.27421309124586773,0.3673863395192383,0.5395400531864669,24.288794064963607,216,7.848347107438017,0.6208502024291499,-0.037750412655164114,1.0642550689698884
KR,000660,kartsell_v12_candidate,research_2007_2013,2007-01-02,2013-12-30,1750,0.03228444092206462,-0.5513875231192475,0.05855127214237403,0.2882175304576982,0.25436292293421864,0.370784779140014,25.843739498417392,887,1.6732282693813627,0.6131428571428571,-0.04053234864412289,1.248796789991585
KR,000660,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-28,980,0.17676975274147178,-0.33258073470064675,0.5315092977366257,0.2381016728920376,0.8199502529439687,1.1187153316778844,19.079171734822367,614,1.3546359890109891,0.6405102040816327,-0.03581012196842551,1.9133669754882898
KR,000660,kartsell_v12_candidate,oos_2018_source_end,2018-01-01,2021-04-16,811,0.08960623388010669,-0.28953895641015315,0.3094790248299883,0.23483714481716444,0.4902644762309107,0.6862970779095595,16.568005227331636,640,1.338134887593672,0.5525893958076449,-0.03335632673603792,1.3260145664533576
KR,000660,kartsell_v12_candidate,gfc_2007_2009,2007-01-02,2009-12-30,756,-0.055664677253036254,-0.5513875231192475,-0.10095382089557685,0.32464777889038837,-0.014985865952402729,-0.022820145565384403,34.03421415709285,617,1.5706084172003658,0.6406084656084657,-0.044649185656263905,0.8424923788940795
KR,000660,kartsell_v12_candidate,covid_2020,2020-01-02,2020-12-30,247,0.10382765884679301,-0.19963452449777952,0.5200886926146276,0.17850193978931092,0.6500355342242884,0.8566585801204647,14.21034873309387,216,1.2074380165289258,0.38947368421052636,-0.027285405359504085,1.1031561568765191
KR,035900,buy_hold,research_2007_2013,2007-01-02,2013-12-30,1674,-0.2055992848875967,-0.95703125,-0.21483027318867248,0.7706288490997154,0.06659351935400556,0.10534007226602071,80.36037385084892,1526,0.0,1.0,-0.1064640570667647,0.19999999999999943
KR,035900,buy_hold,validation_2014_2017,2014-01-02,2017-12-28,981,0.3233935206958787,-0.36453201970443383,0.8871470905576123,0.38102578785127594,0.9408957895147205,1.7201193699984705,20.640805862573735,531,0.0,1.0,-0.044808405925394645,3.05555555555555
KR,035900,buy_hold,oos_2018_source_end,2018-01-01,2021-04-15,801,0.3184426101646445,-0.6079182630906772,0.5238247137792363,0.5075331882883968,0.8175346780840668,1.235164722325043,28.98922610491348,456,0.0,1.0,-0.06683348850954346,2.479999999999994
KR,035900,buy_hold,gfc_2007_2009,2007-01-02,2009-12-30,689,-0.47751376457189487,-0.9277343750000001,-0.5147095736017056,0.8763646918068945,-0.37518288664622435,-0.612794118646051,74.97911935343643,541,0.0,1.0,-0.12051834743880414,0.14333333333333312
KR,035900,buy_hold,covid_2020,2020-01-03,2020-12-30,245,0.5966964692502665,-0.43772893772893817,1.3631643188729925,0.5886960790606961,1.1018162422146502,1.8223743240100023,17.705031925507008,112,0.0,1.0,-0.07186167241805669,1.5900621118012421
KR,035900,trend_10m_shifted,research_2007_2013,2007-01-02,2013-12-30,1674,-0.009502924369447663,-0.684848484848485,-0.0138759515129103,0.4936537097467898,0.2233958236649976,0.22511216892964728,46.5263282262532,556,1.5731205951448708,0.4199522102747909,-0.07453130670892916,0.9354134392983943
KR,035900,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-28,981,0.05262232410596401,-0.42234828527015245,0.12459461998834558,0.30526873287031114,0.3219431821453402,0.4242995306261927,29.09226775936284,843,2.2577266483516483,0.5188583078491336,-0.04187475357622425,1.2268328899257772
KR,035900,trend_10m_shifted,oos_2018_source_end,2018-01-01,2021-04-15,801,0.23111216022649916,-0.5629854349851631,0.41051179278304045,0.43189542207651077,0.7148538657749709,0.873111354120233,26.979327964361612,606,2.435,0.6741573033707865,-0.05992293385537137,1.980002303108525
KR,035900,trend_10m_shifted,gfc_2007_2009,2007-01-02,2009-12-30,689,-0.11105529238422596,-0.6090909090909091,-0.18232958451141573,0.4719578422983217,-0.03918851688653811,-0.03471805795228601,33.44088604664285,556,0.6683440073193047,0.2772133526850508,-0.07551250218454908,0.7030871694915248
KR,035900,trend_10m_shifted,covid_2020,2020-01-03,2020-12-30,245,0.11355097620037924,-0.4038834951456315,0.2811478497269002,0.47642594585988235,0.467021558256506,0.568080784314083,19.863548375797162,109,5.044889502762431,0.5959183673469388,-0.06799869223017217,1.1124857987698908
KR,035900,trailing_12,research_2007_2013,2007-01-02,2013-12-30,1674,-0.104728354387146,-0.7760014835470278,-0.13495896155822126,0.4057603623246051,-0.08725752151265395,-0.07180574597727546,53.97521177345941,1526,9.152701644479249,0.25507765830346474,-0.0626692839495128,0.4613659579256004
KR,035900,trailing_12,validation_2014_2017,2014-01-02,2017-12-28,981,0.3018976483011744,-0.3289781831921976,0.9176828851437784,0.2951671845913775,1.0609140824069785,1.515372553258447,15.475817942449783,292,5.518887362637362,0.583078491335372,-0.037557989395490224,2.8624565197711407
KR,035900,trailing_12,oos_2018_source_end,2018-01-01,2021-04-15,801,0.13303662217460044,-0.3522942701162618,0.3776292533247747,0.35919725298480126,0.5396360152270591,0.6064696737969112,22.918412864026983,456,6.391875000000001,0.5555555555555556,-0.0493832355174462,1.5073503321120374
KR,035900,trailing_12,gfc_2007_2009,2007-01-02,2009-12-30,689,-0.036108435706248554,-0.5613112655518437,-0.06432872084038639,0.452349435432934,0.1336834685601532,0.09503258908152332,28.33655105936652,541,8.354300091491309,0.16400580551523947,-0.07147584000475005,0.8957870745774741
KR,035900,trailing_12,covid_2020,2020-01-03,2020-12-30,245,0.23473332406633296,-0.1614990912863069,1.4534652931897667,0.3897241835636466,0.7422665784519299,1.017351629814629,10.872600568977317,76,7.0628453038674035,0.5551020408163265,-0.050955838859852345,1.2324189002260713
KR,035900,kartsell_v11_original,research_2007_2013,2007-01-02,2013-12-30,1674,-0.15818690843506333,-0.8427911180858594,-0.18769408580661862,0.5671206191151892,-0.03889417285403577,-0.05432991596070688,69.10725850633702,1526,10.97609142521535,0.6141577060931899,-0.08337592696346136,0.29996652089284803
KR,035900,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-28,981,0.2312196564324096,-0.29933752051736096,0.7724379357214571,0.2832090512599872,0.8916444860015474,1.5003081882082507,19.231835155119875,745,15.841715315934065,0.6265035677879714,-0.034992540971631146,2.2914244110879762
KR,035900,kartsell_v11_original,oos_2018_source_end,2018-01-01,2021-04-15,801,0.21751357852899322,-0.5154671019843359,0.42197373545596917,0.402936757669396,0.7071772335568932,1.0054866817549382,29.508941528589368,606,11.9619375,0.7431335830212235,-0.0526337023718275,1.9090506759719237
KR,035900,kartsell_v11_original,gfc_2007_2009,2007-01-02,2009-12-30,689,-0.3693881413049789,-0.817412352106905,-0.4518993875647582,0.6743613891693072,-0.41446743480733167,-0.6003662823000335,67.60974749686306,541,6.4829368709972535,0.6544992743105952,-0.09769116809846502,0.25164830477311445
KR,035900,kartsell_v11_original,covid_2020,2020-01-03,2020-12-30,245,0.26300975195846776,-0.2783589853003575,0.9448581358876291,0.43895581610886286,0.75889427218775,1.2408406297769463,15.417463627298648,119,15.891401933701658,0.750408163265306,-0.05405245703576895,1.2603883651214156
KR,035900,kartsell_v12_candidate,research_2007_2013,2007-01-02,2013-12-30,1674,-0.059196720575692696,-0.7818310638902997,-0.07571548805075198,0.48416948009980065,0.10645135267044523,0.13832699219030362,59.65841223739014,1526,1.2012920908379012,0.42305854241338114,-0.0731492839862408,0.6526664488969559
KR,035900,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-28,981,0.18113806523420584,-0.3796708845837016,0.4770923254566086,0.2702962719088219,0.7633694694270408,1.1771982476882246,24.502587674390252,755,1.906524725274725,0.5389398572884812,-0.03508459916220834,1.9418376702122802
KR,035900,kartsell_v12_candidate,oos_2018_source_end,2018-01-01,2021-04-15,801,0.25149885349176415,-0.42356837971511585,0.5937621067486614,0.3574601598973567,0.8287164973674097,1.0579957573738765,23.434266137016998,606,1.461,0.5588639200998752,-0.05005257929453103,2.0897775582488447
KR,035900,kartsell_v12_candidate,gfc_2007_2009,2007-01-02,2009-12-30,689,-0.29998604630341363,-0.7818310638902997,-0.38369676028312083,0.6415852352465292,-0.2915976800045207,-0.3971863096031916,66.79260043257293,541,0.9356816102470266,0.5567489114658927,-0.09576860948247466,0.3439428588832688
KR,035900,kartsell_v12_candidate,covid_2020,2020-01-03,2020-12-30,245,0.0885782117260554,-0.32195964408103417,0.27512209481683086,0.4231471890690222,0.41378622661388126,0.6121032030425398,19.571934804052667,152,1.8161602209944752,0.6761224489795918,-0.055632775073148164,1.0877564317703716
1 market symbol strategy period start end observations cagr mdd calmar annual_vol sharpe_zero_rf sortino_zero_rf ulcer_index recovery_days_max turnover_annual avg_exposure cvar_5_daily final_equity
2 KR 005930 buy_hold research_2007_2013 2007-01-02 2013-12-30 1750 0.12967134298041105 -0.47342611694340286 0.2738998511903242 0.3326070963773868 0.5351301841457318 0.8577724141464788 15.666775998484988 325 0.0 1.0 -0.042921463800847354 2.3456656176847828
3 KR 005930 buy_hold validation_2014_2017 2014-01-02 2017-12-28 981 0.1830634689280799 -0.28953034273852707 0.6322773191803365 0.25557521285787116 0.8014134621974379 1.203967531350709 11.469623835698364 325 0.0 1.0 -0.034770491210861974 1.9544868436494838
4 KR 005930 buy_hold oos_2018_source_end 2018-01-01 2021-04-15 808 0.15758066320113495 -0.3189102564102565 0.4941222805904934 0.2807150188658532 0.6738850883016786 1.1182306039972656 13.067737588820876 446 0.0 1.0 -0.035970549570908075 1.6173076923076957
5 KR 005930 buy_hold gfc_2007_2009 2007-01-02 2009-12-30 756 0.09814776053607122 -0.47342611694340286 0.20731378566469028 0.38170565765154063 0.43501861766741595 0.6901375628210762 20.457045412344677 325 0.0 1.0 -0.049439695541392235 1.3233545108919573
6 KR 005930 buy_hold covid_2020 2020-01-02 2020-12-30 248 0.454969962472755 -0.3189102564102564 1.4266394803165787 0.33360515677855895 1.3009900297944954 2.147480142130591 12.787189228405817 202 0.0 1.0 -0.04229622805996724 1.4516129032258092
7 KR 005930 trend_10m_shifted research_2007_2013 2007-01-02 2013-12-30 1750 0.010251568308020209 -0.40222436489246804 0.025487188750390338 0.22555325650598085 0.15808299946237436 0.20332398878684504 17.21748037855849 962 2.0021534847298357 0.5937142857142857 -0.03260213227599751 1.0739235913610203
8 KR 005930 trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-28 981 0.14844310471331768 -0.22093328559971614 0.6718910838191436 0.19530531280993613 0.8238100164791896 0.8762716162351177 9.533106857867153 333 2.5085851648351647 0.6004077471967381 -0.030885487142683337 1.736261296305743
9 KR 005930 trend_10m_shifted oos_2018_source_end 2018-01-01 2021-04-15 808 0.11305054173609386 -0.3189102564102565 0.35449014092121883 0.22143866346157864 0.6056233748902595 0.764647758978678 14.333594650290866 414 3.6525000000000003 0.573019801980198 -0.03190700100930451 1.4217426069042753
10 KR 005930 trend_10m_shifted gfc_2007_2009 2007-01-02 2009-12-30 756 -0.0074065190815114645 -0.40222436489246804 -0.01841389962413527 0.19817306892548356 0.061441208420549745 0.06672937967253564 21.38438118136115 417 2.005032021957914 0.42328042328042326 -0.03148736677461947 0.9779993449657826
11 KR 005930 trend_10m_shifted covid_2020 2020-01-02 2020-12-30 248 0.2149331506912624 -0.3189102564102564 0.6739612363384309 0.29668210978919973 0.8096735226772354 1.140161573150933 18.658298958235303 231 2.012396694214876 0.7459677419354839 -0.040790642391332795 1.21347693464817
12 KR 005930 trailing_12 research_2007_2013 2007-01-02 2013-12-30 1750 0.010961273898902446 -0.37191272085678795 0.029472704976723 0.24965026017103759 0.16876946642534568 0.21849813951334007 17.04810250009203 531 4.862372748629601 0.6794285714285714 -0.036479971968358844 1.0792100761007186
13 KR 005930 trailing_12 validation_2014_2017 2014-01-02 2017-12-28 981 0.10936364432366252 -0.30163927827315606 0.3625643349558272 0.21207935374238862 0.6069758076492735 0.7806018109627744 12.497870308671136 352 3.7628777472527473 0.7176350662589195 -0.031237995738400328 1.512441858564475
14 KR 005930 trailing_12 oos_2018_source_end 2018-01-01 2021-04-15 808 0.1708330009670398 -0.24923014560154555 0.6854427683886904 0.22304695041086017 0.8357003043288475 1.2200360223170594 11.804603674767666 407 2.7393750000000003 0.7165841584158416 -0.03044784135562058 1.6789383892765444
15 KR 005930 trailing_12 gfc_2007_2009 2007-01-02 2009-12-30 756 0.009105968288438682 -0.3649071338716712 0.02495420736729424 0.26701421962126093 0.1672757394835891 0.2016009092294584 17.18231361762925 531 5.346752058554437 0.6111111111111112 -0.040925090187362546 1.027497287446589
16 KR 005930 trailing_12 covid_2020 2020-01-02 2020-12-30 248 0.5653022850812413 -0.1598851282927436 3.5356777151042733 0.2554809305958573 1.8992401087711293 2.99850161205154 7.952339226893308 129 2.012396694214876 0.7862903225806451 -0.032140839640177506 1.560987632591546
17 KR 005930 kartsell_v11_original research_2007_2013 2007-01-02 2013-12-30 1750 0.042931023764978704 -0.3897192409999386 0.11015885090719826 0.24642284809684253 0.2948670446221773 0.4499140267966271 18.025995429374536 885 8.838077525450274 0.7795428571428571 -0.03390182168178739 1.341688376717285
18 KR 005930 kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-28 981 0.1153772707149705 -0.2591277319955153 0.44525250086689805 0.19875618182954527 0.6623716035851022 0.861962749662369 12.617986236348644 547 10.548600618131866 0.7404689092762489 -0.03019726402816983 1.545389622760389
19 KR 005930 kartsell_v11_original oos_2018_source_end 2018-01-01 2021-04-15 808 0.04854992593689933 -0.30100826397303015 0.1612910067520582 0.20316635451964907 0.3403903034131262 0.4991508773404462 19.064727358792265 717 13.955593749999998 0.6979579207920793 -0.029021940795372816 1.1685408686888865
20 KR 005930 kartsell_v11_original gfc_2007_2009 2007-01-02 2009-12-30 756 0.0028437456413115125 -0.3897192409999386 0.007296908497550832 0.2561505812845312 0.13894977845351714 0.21114230797935374 23.555681484159958 622 7.85304208600183 0.7436507936507937 -0.03631810300961394 1.0085339574685617
21 KR 005930 kartsell_v11_original covid_2020 2020-01-02 2020-12-30 248 0.3024309431976755 -0.234911793556279 1.2874234137811416 0.2501709915055301 1.1913608058660463 1.989350552457134 15.02791699655385 216 12.47685950413223 0.8088709677419355 -0.030901670979005147 1.3003126806619725
22 KR 005930 kartsell_v12_candidate research_2007_2013 2007-01-02 2013-12-30 1750 0.08220498589809333 -0.22960106653309875 0.3580339897342892 0.20488675206569448 0.490486717031807 0.7483016987831093 12.280092778410419 300 1.3800557948316368 0.6246285714285714 -0.027804071191600662 1.7374343109947654
23 KR 005930 kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-28 981 0.0693324241437161 -0.25182793291796524 0.27531665506821135 0.18507245176839046 0.46360541374653486 0.6128361793614766 14.105081127466317 644 1.6054945054945053 0.6940366972477064 -0.027983074708209085 1.306328527136377
24 KR 005930 kartsell_v12_candidate oos_2018_source_end 2018-01-01 2021-04-15 808 0.07941444479540416 -0.28496973560227357 0.27867676764890315 0.18435105559137294 0.5166346118380698 0.7283838506578694 13.74012335015664 475 1.3392500000000003 0.5841584158415842 -0.02693917070326227 1.2853970274742281
25 KR 005930 kartsell_v12_candidate gfc_2007_2009 2007-01-02 2009-12-30 756 0.08758817047271483 -0.22960106653309875 0.3814798066719273 0.2327508229401477 0.4758591323925663 0.7252406292075142 14.123755621502788 298 1.3199794144556265 0.6417328042328042 -0.032122951127363915 1.2856385350382955
26 KR 005930 kartsell_v12_candidate covid_2020 2020-01-02 2020-12-30 248 0.22973348163549878 -0.284969735602273 0.8061679993840944 0.22758012614175152 1.0311503451261066 1.405153950846396 17.110514298060515 220 1.5092975206611572 0.6060483870967742 -0.033520731859014136 1.2281679137483954
27 KR 000660 buy_hold research_2007_2013 2007-01-02 2013-12-30 1750 0.019399677585812736 -0.8456613414596607 0.022940244084384612 0.5217201883515642 0.2972397796725248 0.43564421838707545 37.08532619170478 938 0.0 1.0 -0.07262025712238879 1.1437961143151718
28 KR 000660 buy_hold validation_2014_2017 2014-01-02 2017-12-28 980 0.21239609343853005 -0.49246010346136193 0.4312960419446334 0.3424096279134221 0.7477697198663205 1.1896904613152033 22.501323161728145 620 0.0 1.0 -0.04555112565720825 2.1549295774647788
29 KR 000660 buy_hold oos_2018_source_end 2018-01-01 2021-04-16 811 0.19520361906613726 -0.40045120671563417 0.4874591855200826 0.3820719938575616 0.6664927568129478 1.1383357507439367 18.373763984891266 391 0.0 1.0 -0.046846287984054054 1.7973856209150392
30 KR 000660 buy_hold gfc_2007_2009 2007-01-02 2009-12-30 756 -0.10933948808749872 -0.8456613414596607 -0.12929465109374919 0.6275068991679718 0.12830024722331998 0.1876040811680147 45.33256772000711 617 0.0 1.0 -0.08872849088047087 0.707155975126463
31 KR 000660 buy_hold covid_2020 2020-01-02 2020-12-30 247 0.26109951748855065 -0.34285714285714286 0.7615402593416061 0.41048192925656807 0.7754691393918177 1.2893489111666356 18.15977659503759 196 0.0 1.0 -0.05011517024267404 1.2592986184909676
32 KR 000660 trend_10m_shifted research_2007_2013 2007-01-02 2013-12-30 1750 0.019490174151640893 -0.5559232318730603 0.035059110744433304 0.27716179324951556 0.2087985981168765 0.21771547966265994 30.987614482983364 930 1.716131558339859 0.4542857142857143 -0.044952494273897546 1.1445063171661367
33 KR 000660 trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-28 980 0.2524026736301006 -0.27157482507027353 0.929403797147943 0.2820859851236207 0.9593135523747284 1.2200305569001326 13.669934770270476 595 1.003434065934066 0.7071428571428572 -0.04240248984197793 2.452663127344184
34 KR 000660 trend_10m_shifted oos_2018_source_end 2018-01-01 2021-04-16 811 0.03417786609352058 -0.34285714285714297 0.09968544277276833 0.29923278449601287 0.2632737151342943 0.3323921169864724 20.060358397572834 421 1.824729392173189 0.5893958076448829 -0.042512526065066905 1.1168412913615176
35 KR 000660 trend_10m_shifted gfc_2007_2009 2007-01-02 2009-12-30 756 0.09904554993735148 -0.2993741265453954 0.33084205064839756 0.2331276970805137 0.5203094667740285 0.4444434901696136 20.254047831749006 641 1.3366880146386093 0.2830687830687831 -0.03890405528719767 1.3265947234823672
36 KR 000660 trend_10m_shifted covid_2020 2020-01-02 2020-12-30 247 -0.1131055341377305 -0.34285714285714286 -0.3298911412350473 0.3112040200422069 -0.23743358480345172 -0.23840746528835377 19.097367729770944 216 1.006198347107438 0.4089068825910931 -0.04850207914983714 0.8875504782146659
37 KR 000660 trailing_12 research_2007_2013 2007-01-02 2013-12-30 1750 0.14754666337203926 -0.46930782719418385 0.3143920787645193 0.3139219054065111 0.5969203877368722 0.7505536461586775 18.919083364649058 652 5.148394675019577 0.5794285714285714 -0.04456409591979111 2.6178361789830227
38 KR 000660 trailing_12 validation_2014_2017 2014-01-02 2017-12-28 980 0.14185911787332173 -0.4547531957470957 0.31194748975929043 0.26573878655360705 0.6447851767107756 0.8172902443024499 21.35190754834452 620 4.766311813186813 0.6744897959183673 -0.040153308204255625 1.6969202178067728
39 KR 000660 trailing_12 oos_2018_source_end 2018-01-01 2021-04-16 811 0.15647395808147935 -0.3430119903132052 0.456176350974211 0.29068355860171724 0.6552612697443887 0.9434528317780103 16.938905765476385 422 3.9535803497085764 0.6720098643649816 -0.038842947858232155 1.6128750565140728
40 KR 000660 trailing_12 gfc_2007_2009 2007-01-02 2009-12-30 756 0.07078082310197775 -0.46930782719418385 0.1508196092214141 0.3238999185463309 0.37003293636498624 0.41187957315949675 25.2072186414431 652 6.683440073193047 0.458994708994709 -0.04854203917519534 1.2270948564520843
41 KR 000660 trailing_12 covid_2020 2020-01-02 2020-12-30 247 0.23840841388544098 -0.2554619818820554 0.9332442038107733 0.28733677925011636 0.8963689499763928 1.4305187223342728 16.24425960183073 196 4.024793388429752 0.7368421052631579 -0.03563172279621986 1.236778244361088
42 KR 000660 kartsell_v11_original research_2007_2013 2007-01-02 2013-12-30 1750 0.007650424536767009 -0.5786856403156295 0.013220346253268489 0.32150631288252746 0.18395889149339167 0.26449150390550336 30.9012388090533 678 7.651086530931872 0.6880571428571428 -0.04587375947790562 1.0547373489592362
43 KR 000660 kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-28 980 0.20256217673597154 -0.35301696075862277 0.5738029592138337 0.2715719140462577 0.8323661108090542 1.1942736548292412 19.126846134655906 617 8.504103708791206 0.7751530612244898 -0.03975567330148222 2.086092435762121
44 KR 000660 kartsell_v11_original oos_2018_source_end 2018-01-01 2021-04-16 811 0.06448961991327029 -0.3777089812808926 0.17073891040285058 0.2869791417676846 0.36523294749467294 0.5455345925722372 23.475462340347793 643 10.887552039966694 0.709987669543773 -0.039082134471695694 1.2281328123835107
45 KR 000660 kartsell_v11_original gfc_2007_2009 2007-01-02 2009-12-30 756 -0.035526893835401196 -0.5786856403156295 -0.06139238882102543 0.351732390126222 0.07166691948534971 0.10565525642608048 37.40637668268595 617 1.737694419030192 0.6722883597883598 -0.04976849692797292 0.8974053355025998
46 KR 000660 kartsell_v11_original covid_2020 2020-01-02 2020-12-30 247 0.06466595350642623 -0.3314255870921804 0.19511454765392178 0.27421309124586773 0.3673863395192383 0.5395400531864669 24.288794064963607 216 7.848347107438017 0.6208502024291499 -0.037750412655164114 1.0642550689698884
47 KR 000660 kartsell_v12_candidate research_2007_2013 2007-01-02 2013-12-30 1750 0.03228444092206462 -0.5513875231192475 0.05855127214237403 0.2882175304576982 0.25436292293421864 0.370784779140014 25.843739498417392 887 1.6732282693813627 0.6131428571428571 -0.04053234864412289 1.248796789991585
48 KR 000660 kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-28 980 0.17676975274147178 -0.33258073470064675 0.5315092977366257 0.2381016728920376 0.8199502529439687 1.1187153316778844 19.079171734822367 614 1.3546359890109891 0.6405102040816327 -0.03581012196842551 1.9133669754882898
49 KR 000660 kartsell_v12_candidate oos_2018_source_end 2018-01-01 2021-04-16 811 0.08960623388010669 -0.28953895641015315 0.3094790248299883 0.23483714481716444 0.4902644762309107 0.6862970779095595 16.568005227331636 640 1.338134887593672 0.5525893958076449 -0.03335632673603792 1.3260145664533576
50 KR 000660 kartsell_v12_candidate gfc_2007_2009 2007-01-02 2009-12-30 756 -0.055664677253036254 -0.5513875231192475 -0.10095382089557685 0.32464777889038837 -0.014985865952402729 -0.022820145565384403 34.03421415709285 617 1.5706084172003658 0.6406084656084657 -0.044649185656263905 0.8424923788940795
51 KR 000660 kartsell_v12_candidate covid_2020 2020-01-02 2020-12-30 247 0.10382765884679301 -0.19963452449777952 0.5200886926146276 0.17850193978931092 0.6500355342242884 0.8566585801204647 14.21034873309387 216 1.2074380165289258 0.38947368421052636 -0.027285405359504085 1.1031561568765191
52 KR 035900 buy_hold research_2007_2013 2007-01-02 2013-12-30 1674 -0.2055992848875967 -0.95703125 -0.21483027318867248 0.7706288490997154 0.06659351935400556 0.10534007226602071 80.36037385084892 1526 0.0 1.0 -0.1064640570667647 0.19999999999999943
53 KR 035900 buy_hold validation_2014_2017 2014-01-02 2017-12-28 981 0.3233935206958787 -0.36453201970443383 0.8871470905576123 0.38102578785127594 0.9408957895147205 1.7201193699984705 20.640805862573735 531 0.0 1.0 -0.044808405925394645 3.05555555555555
54 KR 035900 buy_hold oos_2018_source_end 2018-01-01 2021-04-15 801 0.3184426101646445 -0.6079182630906772 0.5238247137792363 0.5075331882883968 0.8175346780840668 1.235164722325043 28.98922610491348 456 0.0 1.0 -0.06683348850954346 2.479999999999994
55 KR 035900 buy_hold gfc_2007_2009 2007-01-02 2009-12-30 689 -0.47751376457189487 -0.9277343750000001 -0.5147095736017056 0.8763646918068945 -0.37518288664622435 -0.612794118646051 74.97911935343643 541 0.0 1.0 -0.12051834743880414 0.14333333333333312
56 KR 035900 buy_hold covid_2020 2020-01-03 2020-12-30 245 0.5966964692502665 -0.43772893772893817 1.3631643188729925 0.5886960790606961 1.1018162422146502 1.8223743240100023 17.705031925507008 112 0.0 1.0 -0.07186167241805669 1.5900621118012421
57 KR 035900 trend_10m_shifted research_2007_2013 2007-01-02 2013-12-30 1674 -0.009502924369447663 -0.684848484848485 -0.0138759515129103 0.4936537097467898 0.2233958236649976 0.22511216892964728 46.5263282262532 556 1.5731205951448708 0.4199522102747909 -0.07453130670892916 0.9354134392983943
58 KR 035900 trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-28 981 0.05262232410596401 -0.42234828527015245 0.12459461998834558 0.30526873287031114 0.3219431821453402 0.4242995306261927 29.09226775936284 843 2.2577266483516483 0.5188583078491336 -0.04187475357622425 1.2268328899257772
59 KR 035900 trend_10m_shifted oos_2018_source_end 2018-01-01 2021-04-15 801 0.23111216022649916 -0.5629854349851631 0.41051179278304045 0.43189542207651077 0.7148538657749709 0.873111354120233 26.979327964361612 606 2.435 0.6741573033707865 -0.05992293385537137 1.980002303108525
60 KR 035900 trend_10m_shifted gfc_2007_2009 2007-01-02 2009-12-30 689 -0.11105529238422596 -0.6090909090909091 -0.18232958451141573 0.4719578422983217 -0.03918851688653811 -0.03471805795228601 33.44088604664285 556 0.6683440073193047 0.2772133526850508 -0.07551250218454908 0.7030871694915248
61 KR 035900 trend_10m_shifted covid_2020 2020-01-03 2020-12-30 245 0.11355097620037924 -0.4038834951456315 0.2811478497269002 0.47642594585988235 0.467021558256506 0.568080784314083 19.863548375797162 109 5.044889502762431 0.5959183673469388 -0.06799869223017217 1.1124857987698908
62 KR 035900 trailing_12 research_2007_2013 2007-01-02 2013-12-30 1674 -0.104728354387146 -0.7760014835470278 -0.13495896155822126 0.4057603623246051 -0.08725752151265395 -0.07180574597727546 53.97521177345941 1526 9.152701644479249 0.25507765830346474 -0.0626692839495128 0.4613659579256004
63 KR 035900 trailing_12 validation_2014_2017 2014-01-02 2017-12-28 981 0.3018976483011744 -0.3289781831921976 0.9176828851437784 0.2951671845913775 1.0609140824069785 1.515372553258447 15.475817942449783 292 5.518887362637362 0.583078491335372 -0.037557989395490224 2.8624565197711407
64 KR 035900 trailing_12 oos_2018_source_end 2018-01-01 2021-04-15 801 0.13303662217460044 -0.3522942701162618 0.3776292533247747 0.35919725298480126 0.5396360152270591 0.6064696737969112 22.918412864026983 456 6.391875000000001 0.5555555555555556 -0.0493832355174462 1.5073503321120374
65 KR 035900 trailing_12 gfc_2007_2009 2007-01-02 2009-12-30 689 -0.036108435706248554 -0.5613112655518437 -0.06432872084038639 0.452349435432934 0.1336834685601532 0.09503258908152332 28.33655105936652 541 8.354300091491309 0.16400580551523947 -0.07147584000475005 0.8957870745774741
66 KR 035900 trailing_12 covid_2020 2020-01-03 2020-12-30 245 0.23473332406633296 -0.1614990912863069 1.4534652931897667 0.3897241835636466 0.7422665784519299 1.017351629814629 10.872600568977317 76 7.0628453038674035 0.5551020408163265 -0.050955838859852345 1.2324189002260713
67 KR 035900 kartsell_v11_original research_2007_2013 2007-01-02 2013-12-30 1674 -0.15818690843506333 -0.8427911180858594 -0.18769408580661862 0.5671206191151892 -0.03889417285403577 -0.05432991596070688 69.10725850633702 1526 10.97609142521535 0.6141577060931899 -0.08337592696346136 0.29996652089284803
68 KR 035900 kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-28 981 0.2312196564324096 -0.29933752051736096 0.7724379357214571 0.2832090512599872 0.8916444860015474 1.5003081882082507 19.231835155119875 745 15.841715315934065 0.6265035677879714 -0.034992540971631146 2.2914244110879762
69 KR 035900 kartsell_v11_original oos_2018_source_end 2018-01-01 2021-04-15 801 0.21751357852899322 -0.5154671019843359 0.42197373545596917 0.402936757669396 0.7071772335568932 1.0054866817549382 29.508941528589368 606 11.9619375 0.7431335830212235 -0.0526337023718275 1.9090506759719237
70 KR 035900 kartsell_v11_original gfc_2007_2009 2007-01-02 2009-12-30 689 -0.3693881413049789 -0.817412352106905 -0.4518993875647582 0.6743613891693072 -0.41446743480733167 -0.6003662823000335 67.60974749686306 541 6.4829368709972535 0.6544992743105952 -0.09769116809846502 0.25164830477311445
71 KR 035900 kartsell_v11_original covid_2020 2020-01-03 2020-12-30 245 0.26300975195846776 -0.2783589853003575 0.9448581358876291 0.43895581610886286 0.75889427218775 1.2408406297769463 15.417463627298648 119 15.891401933701658 0.750408163265306 -0.05405245703576895 1.2603883651214156
72 KR 035900 kartsell_v12_candidate research_2007_2013 2007-01-02 2013-12-30 1674 -0.059196720575692696 -0.7818310638902997 -0.07571548805075198 0.48416948009980065 0.10645135267044523 0.13832699219030362 59.65841223739014 1526 1.2012920908379012 0.42305854241338114 -0.0731492839862408 0.6526664488969559
73 KR 035900 kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-28 981 0.18113806523420584 -0.3796708845837016 0.4770923254566086 0.2702962719088219 0.7633694694270408 1.1771982476882246 24.502587674390252 755 1.906524725274725 0.5389398572884812 -0.03508459916220834 1.9418376702122802
74 KR 035900 kartsell_v12_candidate oos_2018_source_end 2018-01-01 2021-04-15 801 0.25149885349176415 -0.42356837971511585 0.5937621067486614 0.3574601598973567 0.8287164973674097 1.0579957573738765 23.434266137016998 606 1.461 0.5588639200998752 -0.05005257929453103 2.0897775582488447
75 KR 035900 kartsell_v12_candidate gfc_2007_2009 2007-01-02 2009-12-30 689 -0.29998604630341363 -0.7818310638902997 -0.38369676028312083 0.6415852352465292 -0.2915976800045207 -0.3971863096031916 66.79260043257293 541 0.9356816102470266 0.5567489114658927 -0.09576860948247466 0.3439428588832688
76 KR 035900 kartsell_v12_candidate covid_2020 2020-01-03 2020-12-30 245 0.0885782117260554 -0.32195964408103417 0.27512209481683086 0.4231471890690222 0.41378622661388126 0.6121032030425398 19.571934804052667 152 1.8161602209944752 0.6761224489795918 -0.055632775073148164 1.0877564317703716
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portfolio,strategy,cost_one_way,start,end,observations,cagr,mdd,calmar,annual_vol,sharpe_zero_rf,sortino_zero_rf,ulcer_index,recovery_days_max,turnover_annual,avg_exposure,cvar_5_daily,final_equity
kr_three_equal_weight,buy_hold,0.001,2007-01-02,2021-04-16,3544,0.15966367398221593,-0.746940438546079,0.2137569018126821,0.33195774902137104,0.6195175804639289,0.8968292966182654,24.89250311184457,1201,0.0,1.0,-0.047031957925615396,8.299549013888875
kr_three_equal_weight,trend_10m_shifted,0.001,2007-01-02,2021-04-16,3544,0.10276944492529383,-0.3470069051561434,0.29615965388080806,0.2126526445780563,0.5736173236822923,0.7369976139933023,17.61514816258104,1254,2.0066117286316594,0.5483446200150488,-0.0313782635073796,4.045211658882635
kr_three_equal_weight,trailing_12,0.001,2007-01-02,2021-04-16,3544,0.11879484280239616,-0.259852977465432,0.4571617533926442,0.19911782280760404,0.6720633782614546,0.9331478664992225,11.096024877101852,753,5.471516864699118,0.5811230248306998,-0.02830663002938829,4.971118890120979
kr_three_equal_weight,kartsell_v11_original,0.001,2007-01-02,2021-04-16,3544,0.08498798373274363,-0.5723093909033525,0.14850006846575717,0.22996427295658178,0.4753570174267848,0.6843406498381339,23.74908865354514,1205,10.595376581065544,0.7059560759969902,-0.03326582675658108,3.2068914593516378
kr_three_equal_weight,kartsell_v12_candidate,0.001,2007-01-02,2021-04-16,3544,0.10362484012412221,-0.5019847526624774,0.2064302542547484,0.19831180000435325,0.6042229468283998,0.8527918347068726,19.168805823607535,1050,1.4886259103104638,0.578875094055681,-0.028674364618152162,4.0902701238716315
kr_three_equal_weight,kartsell_v12_plus_capital_floor,0.001,2007-01-02,2021-04-16,3544,0.06637517558307948,-0.35161544618445106,0.1887720698943933,0.14662394656138103,0.5186411534339462,0.6879948066607922,18.022587539878657,1244,3.852986177654273,0.4311216139954853,-0.021914325493421042,2.5045262050555865
1 portfolio strategy cost_one_way start end observations cagr mdd calmar annual_vol sharpe_zero_rf sortino_zero_rf ulcer_index recovery_days_max turnover_annual avg_exposure cvar_5_daily final_equity
2 kr_three_equal_weight buy_hold 0.001 2007-01-02 2021-04-16 3544 0.15966367398221593 -0.746940438546079 0.2137569018126821 0.33195774902137104 0.6195175804639289 0.8968292966182654 24.89250311184457 1201 0.0 1.0 -0.047031957925615396 8.299549013888875
3 kr_three_equal_weight trend_10m_shifted 0.001 2007-01-02 2021-04-16 3544 0.10276944492529383 -0.3470069051561434 0.29615965388080806 0.2126526445780563 0.5736173236822923 0.7369976139933023 17.61514816258104 1254 2.0066117286316594 0.5483446200150488 -0.0313782635073796 4.045211658882635
4 kr_three_equal_weight trailing_12 0.001 2007-01-02 2021-04-16 3544 0.11879484280239616 -0.259852977465432 0.4571617533926442 0.19911782280760404 0.6720633782614546 0.9331478664992225 11.096024877101852 753 5.471516864699118 0.5811230248306998 -0.02830663002938829 4.971118890120979
5 kr_three_equal_weight kartsell_v11_original 0.001 2007-01-02 2021-04-16 3544 0.08498798373274363 -0.5723093909033525 0.14850006846575717 0.22996427295658178 0.4753570174267848 0.6843406498381339 23.74908865354514 1205 10.595376581065544 0.7059560759969902 -0.03326582675658108 3.2068914593516378
6 kr_three_equal_weight kartsell_v12_candidate 0.001 2007-01-02 2021-04-16 3544 0.10362484012412221 -0.5019847526624774 0.2064302542547484 0.19831180000435325 0.6042229468283998 0.8527918347068726 19.168805823607535 1050 1.4886259103104638 0.578875094055681 -0.028674364618152162 4.0902701238716315
7 kr_three_equal_weight kartsell_v12_plus_capital_floor 0.001 2007-01-02 2021-04-16 3544 0.06637517558307948 -0.35161544618445106 0.1887720698943933 0.14662394656138103 0.5186411534339462 0.6879948066607922 18.022587539878657 1244 3.852986177654273 0.4311216139954853 -0.021914325493421042 2.5045262050555865
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symbol,strategy,sell_events,buy_events,median_gain_capture,median_63d_post_sell_return,false_exit_rate_63d
005930,kartsell_v11_original,318,597,0.7816905174642623,0.04190659018055054,0.3387096774193548
005930,kartsell_v12_candidate,46,52,0.1652232222967296,0.07077435980988311,0.32558139534883723
000660,kartsell_v11_original,265,492,0.5781923279033105,0.07308933654784189,0.4356060606060606
000660,kartsell_v12_candidate,47,55,-0.15384615384615385,-0.03908111714803164,0.2978723404255319
035900,kartsell_v11_original,330,681,-5.467741935483871,-0.013977128335451061,0.3280757097791798
035900,kartsell_v12_candidate,44,50,0.12588401697312587,0.04014349043804,0.38636363636363635
1 symbol strategy sell_events buy_events median_gain_capture median_63d_post_sell_return false_exit_rate_63d
2 005930 kartsell_v11_original 318 597 0.7816905174642623 0.04190659018055054 0.3387096774193548
3 005930 kartsell_v12_candidate 46 52 0.1652232222967296 0.07077435980988311 0.32558139534883723
4 000660 kartsell_v11_original 265 492 0.5781923279033105 0.07308933654784189 0.4356060606060606
5 000660 kartsell_v12_candidate 47 55 -0.15384615384615385 -0.03908111714803164 0.2978723404255319
6 035900 kartsell_v11_original 330 681 -5.467741935483871 -0.013977128335451061 0.3280757097791798
7 035900 kartsell_v12_candidate 44 50 0.12588401697312587 0.04014349043804 0.38636363636363635
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/mnt/data/kartsell_v12_2_extension.py:70: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise an error in a future version of pandas. Value '[11342.3877551 11124.95918367 10980. ... 47877.55102041
49734.69387755 49387.75510204]' has dtype incompatible with int64, please explicitly cast to a compatible dtype first.
raw.loc[:i-1, ['open','high','low','close','adj_close']] *= mult
/mnt/data/kartsell_v12_2_extension.py:70: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise an error in a future version of pandas. Value '[11342.3877551 11124.95918367 10980. ... 47877.55102041
49734.69387755 49387.75510204]' has dtype incompatible with int64, please explicitly cast to a compatible dtype first.
raw.loc[:i-1, ['open','high','low','close','adj_close']] *= mult
@@ -0,0 +1,8 @@
/mnt/data/kartsell_v12_2_extension.py:70: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise an error in a future version of pandas. Value '[11342.3877551 11124.95918367 10980. ... 47877.55102041
49734.69387755 49387.75510204]' has dtype incompatible with int64, please explicitly cast to a compatible dtype first.
raw.loc[:i-1, ['open','high','low','close','adj_close']] *= mult
/mnt/data/kartsell_v12_2_extension.py:70: FutureWarning: Setting an item of incompatible dtype is deprecated and will raise an error in a future version of pandas. Value '[11342.3877551 11124.95918367 10980. ... 47877.55102041
49734.69387755 49387.75510204]' has dtype incompatible with int64, please explicitly cast to a compatible dtype first.
raw.loc[:i-1, ['open','high','low','close','adj_close']] *= mult
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variants train_oos_spearman top3_train_below_median_oos_rate baseline_train_rank baseline_oos_rank
9 0.83205 0.0 3 1
act_mult gb_mult wait breakout min_shift train_robust_score oos_robust_score us_train_cagr us_train_mdd us_train_calmar us_train_turnover_annual us_train_avg_exposure us_oos_cagr us_oos_mdd us_oos_calmar us_oos_turnover_annual us_oos_avg_exposure kr_train_cagr kr_train_mdd kr_train_calmar kr_train_turnover_annual kr_train_avg_exposure kr_oos_cagr kr_oos_mdd kr_oos_calmar kr_oos_turnover_annual kr_oos_avg_exposure train_rank oos_rank
1.2 1.2 10 20 0.0 0.170865 0.674982 0.180090 -0.372970 0.482854 1.394224 0.663299 0.188461 -0.229678 0.820543 1.637069 0.660654 0.086316 -0.501985 0.171950 1.510877 0.582732 0.167025 -0.255188 0.654515 1.419234 0.565426 1 1.0
1.0 1.2 10 20 0.0 0.170865 0.674982 0.180090 -0.372970 0.482854 1.394224 0.663299 0.188461 -0.229678 0.820543 1.637069 0.660654 0.086316 -0.501985 0.171950 1.510877 0.582732 0.167025 -0.255188 0.654515 1.419234 0.565426 2 1.0
1.0 1.0 10 20 0.0 0.168892 0.674982 0.177575 -0.372970 0.476111 1.412427 0.662613 0.188973 -0.229678 0.822774 1.637069 0.660767 0.085436 -0.501985 0.170196 1.510877 0.582879 0.167025 -0.255188 0.654515 1.419234 0.565426 3 1.0
1.2 1.0 10 20 0.0 0.168892 0.674982 0.177575 -0.372970 0.476111 1.412427 0.662613 0.188973 -0.229678 0.822774 1.637069 0.660767 0.085436 -0.501985 0.170196 1.510877 0.582879 0.167025 -0.255188 0.654515 1.419234 0.565426 4 1.0
0.8 1.2 10 20 0.0 0.167761 0.674982 0.178623 -0.359585 0.496748 1.414248 0.663530 0.188687 -0.229678 0.821526 1.637069 0.659217 0.084850 -0.501985 0.169030 1.498742 0.580438 0.167025 -0.255188 0.654515 1.419234 0.565426 5 1.0
0.8 1.0 10 20 0.0 0.165790 0.674982 0.176056 -0.359585 0.489608 1.432451 0.662868 0.189199 -0.229678 0.823758 1.637069 0.659330 0.083971 -0.501985 0.167278 1.498742 0.580584 0.167025 -0.255188 0.654515 1.419234 0.565426 6 1.0
1.0 0.8 10 20 0.0 0.155601 0.609677 0.178683 -0.372970 0.479080 1.406360 0.662854 0.188973 -0.229678 0.822774 1.637069 0.660767 0.079508 -0.501985 0.158387 1.510877 0.590727 0.151651 -0.255188 0.594269 1.500333 0.554848 7 7.0
1.2 0.8 10 20 0.0 0.155601 0.609677 0.178683 -0.372970 0.479080 1.406360 0.662854 0.188973 -0.229678 0.822774 1.637069 0.660767 0.079508 -0.501985 0.158387 1.510877 0.590727 0.151651 -0.255188 0.594269 1.500333 0.554848 8 7.0
0.8 0.8 10 20 0.0 0.152517 0.609677 0.177217 -0.359585 0.492838 1.426383 0.663085 0.189199 -0.229678 0.823758 1.637069 0.659330 0.078051 -0.501985 0.155485 1.498742 0.588432 0.151651 -0.255188 0.594269 1.500333 0.554848 9 7.0
@@ -0,0 +1,10 @@
act_mult,gb_mult,wait,breakout,min_shift,train_robust_score,oos_robust_score,us_train_cagr,us_train_mdd,us_train_calmar,us_train_turnover_annual,us_train_avg_exposure,us_oos_cagr,us_oos_mdd,us_oos_calmar,us_oos_turnover_annual,us_oos_avg_exposure,kr_train_cagr,kr_train_mdd,kr_train_calmar,kr_train_turnover_annual,kr_train_avg_exposure,kr_oos_cagr,kr_oos_mdd,kr_oos_calmar,kr_oos_turnover_annual,kr_oos_avg_exposure,train_rank,oos_rank
1.2,1.2,10,20,0.0,0.1708654016440855,0.6749821676500353,0.1800902199641905,-0.3729701052232771,0.48285430237466404,1.3942240842262648,0.6632990249187433,0.18846086504196746,-0.2296782151891421,0.8205430579768666,1.6370686062020674,0.6606537530266344,0.08631605045448842,-0.5019847526624774,0.17194954626943673,1.510877149264889,0.5827322104235323,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,1,1.0
1.0,1.2,10,20,0.0,0.1708654016440855,0.6749821676500353,0.1800902199641905,-0.3729701052232771,0.48285430237466404,1.3942240842262648,0.6632990249187433,0.18846086504196746,-0.2296782151891421,0.8205430579768666,1.6370686062020674,0.6606537530266344,0.08631605045448842,-0.5019847526624774,0.17194954626943673,1.510877149264889,0.5827322104235323,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,2,1.0
1.0,1.0,10,20,0.0,0.16889167450442008,0.6749821676500353,0.17757526649702715,-0.3729701052232771,0.47611125934804455,1.4124274233740344,0.6626128566269411,0.18897335780889857,-0.2296782151891399,0.8227744092023664,1.6370686062020674,0.6607667473769169,0.0854357445587901,-0.5019847526624774,0.17019589560369588,1.510877149264889,0.5828786769193214,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,3,1.0
1.2,1.0,10,20,0.0,0.16889167450442008,0.6749821676500353,0.17757526649702715,-0.3729701052232771,0.47611125934804455,1.4124274233740344,0.6626128566269411,0.18897335780889857,-0.2296782151891399,0.8227744092023664,1.6370686062020674,0.6607667473769169,0.0854357445587901,-0.5019847526624774,0.17019589560369588,1.510877149264889,0.5828786769193214,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,4,1.0
0.8,1.2,10,20,0.0,0.167761184806263,0.6749821676500353,0.17862314916818534,-0.35958528369136633,0.4967476625698019,1.4142477572888115,0.6635301552907187,0.18868661641628282,-0.22967821518913945,0.8215259608356842,1.6370686062020674,0.6592171105730428,0.08485034357259225,-0.5019847526624774,0.1690297227606106,1.4987415898330425,0.58043756865617,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,5,1.0
0.8,1.0,10,20,0.0,0.1657901207087664,0.6749821676500353,0.1760559514449329,-0.35958528369136633,0.4896083333489324,1.432451096436581,0.6628680630793308,0.18919920653260802,-0.229678215189139,0.8237577359124082,1.6370686062020674,0.6593301049233252,0.08397122542553181,-0.5019847526624774,0.1672784381998791,1.4987415898330425,0.580584035151959,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,6,1.0
1.0,0.8,10,20,0.0,0.15560055557153604,0.6096770885746012,0.17868266654499165,-0.3729701052232771,0.4790803982480686,1.4063596436581112,0.6628536174310822,0.18897335780889857,-0.2296782151891399,0.8227744092023664,1.6370686062020674,0.6607667473769169,0.07950774664970295,-0.5019847526624774,0.15838677614808364,1.510877149264889,0.5907268399853534,0.15165071617093573,-0.2551884966665168,0.5942694053686699,1.5003330557868444,0.5548482984829849,7,7.0
1.2,0.8,10,20,0.0,0.15560055557153604,0.6096770885746012,0.17868266654499165,-0.3729701052232771,0.4790803982480686,1.4063596436581112,0.6628536174310822,0.18897335780889857,-0.2296782151891399,0.8227744092023664,1.6370686062020674,0.6607667473769169,0.07950774664970295,-0.5019847526624774,0.15838677614808364,1.510877149264889,0.5907268399853534,0.15165071617093573,-0.2551884966665168,0.5942694053686699,1.5003330557868444,0.5548482984829849,8,7.0
0.8,0.8,10,20,0.0,0.15251693475632572,0.6096770885746012,0.17721734559868474,-0.35958528369136633,0.4928381489349024,1.4263833167206579,0.6630847478030577,0.18919920653260802,-0.229678215189139,0.8237577359124082,1.6370686062020674,0.6593301049233252,0.07805122584007029,-0.5019847526624774,0.1554852521438038,1.4987415898330425,0.588432198217991,0.15165071617093573,-0.2551884966665168,0.5942694053686699,1.5003330557868444,0.5548482984829849,9,7.0
1 act_mult gb_mult wait breakout min_shift train_robust_score oos_robust_score us_train_cagr us_train_mdd us_train_calmar us_train_turnover_annual us_train_avg_exposure us_oos_cagr us_oos_mdd us_oos_calmar us_oos_turnover_annual us_oos_avg_exposure kr_train_cagr kr_train_mdd kr_train_calmar kr_train_turnover_annual kr_train_avg_exposure kr_oos_cagr kr_oos_mdd kr_oos_calmar kr_oos_turnover_annual kr_oos_avg_exposure train_rank oos_rank
2 1.2 1.2 10 20 0.0 0.1708654016440855 0.6749821676500353 0.1800902199641905 -0.3729701052232771 0.48285430237466404 1.3942240842262648 0.6632990249187433 0.18846086504196746 -0.2296782151891421 0.8205430579768666 1.6370686062020674 0.6606537530266344 0.08631605045448842 -0.5019847526624774 0.17194954626943673 1.510877149264889 0.5827322104235323 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 1 1.0
3 1.0 1.2 10 20 0.0 0.1708654016440855 0.6749821676500353 0.1800902199641905 -0.3729701052232771 0.48285430237466404 1.3942240842262648 0.6632990249187433 0.18846086504196746 -0.2296782151891421 0.8205430579768666 1.6370686062020674 0.6606537530266344 0.08631605045448842 -0.5019847526624774 0.17194954626943673 1.510877149264889 0.5827322104235323 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 2 1.0
4 1.0 1.0 10 20 0.0 0.16889167450442008 0.6749821676500353 0.17757526649702715 -0.3729701052232771 0.47611125934804455 1.4124274233740344 0.6626128566269411 0.18897335780889857 -0.2296782151891399 0.8227744092023664 1.6370686062020674 0.6607667473769169 0.0854357445587901 -0.5019847526624774 0.17019589560369588 1.510877149264889 0.5828786769193214 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 3 1.0
5 1.2 1.0 10 20 0.0 0.16889167450442008 0.6749821676500353 0.17757526649702715 -0.3729701052232771 0.47611125934804455 1.4124274233740344 0.6626128566269411 0.18897335780889857 -0.2296782151891399 0.8227744092023664 1.6370686062020674 0.6607667473769169 0.0854357445587901 -0.5019847526624774 0.17019589560369588 1.510877149264889 0.5828786769193214 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 4 1.0
6 0.8 1.2 10 20 0.0 0.167761184806263 0.6749821676500353 0.17862314916818534 -0.35958528369136633 0.4967476625698019 1.4142477572888115 0.6635301552907187 0.18868661641628282 -0.22967821518913945 0.8215259608356842 1.6370686062020674 0.6592171105730428 0.08485034357259225 -0.5019847526624774 0.1690297227606106 1.4987415898330425 0.58043756865617 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 5 1.0
7 0.8 1.0 10 20 0.0 0.1657901207087664 0.6749821676500353 0.1760559514449329 -0.35958528369136633 0.4896083333489324 1.432451096436581 0.6628680630793308 0.18919920653260802 -0.229678215189139 0.8237577359124082 1.6370686062020674 0.6593301049233252 0.08397122542553181 -0.5019847526624774 0.1672784381998791 1.4987415898330425 0.580584035151959 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 6 1.0
8 1.0 0.8 10 20 0.0 0.15560055557153604 0.6096770885746012 0.17868266654499165 -0.3729701052232771 0.4790803982480686 1.4063596436581112 0.6628536174310822 0.18897335780889857 -0.2296782151891399 0.8227744092023664 1.6370686062020674 0.6607667473769169 0.07950774664970295 -0.5019847526624774 0.15838677614808364 1.510877149264889 0.5907268399853534 0.15165071617093573 -0.2551884966665168 0.5942694053686699 1.5003330557868444 0.5548482984829849 7 7.0
9 1.2 0.8 10 20 0.0 0.15560055557153604 0.6096770885746012 0.17868266654499165 -0.3729701052232771 0.4790803982480686 1.4063596436581112 0.6628536174310822 0.18897335780889857 -0.2296782151891399 0.8227744092023664 1.6370686062020674 0.6607667473769169 0.07950774664970295 -0.5019847526624774 0.15838677614808364 1.510877149264889 0.5907268399853534 0.15165071617093573 -0.2551884966665168 0.5942694053686699 1.5003330557868444 0.5548482984829849 8 7.0
10 0.8 0.8 10 20 0.0 0.15251693475632572 0.6096770885746012 0.17721734559868474 -0.35958528369136633 0.4928381489349024 1.4263833167206579 0.6630847478030577 0.18919920653260802 -0.229678215189139 0.8237577359124082 1.6370686062020674 0.6593301049233252 0.07805122584007029 -0.5019847526624774 0.1554852521438038 1.4987415898330425 0.588432198217991 0.15165071617093573 -0.2551884966665168 0.5942694053686699 1.5003330557868444 0.5548482984829849 9 7.0
@@ -0,0 +1,2 @@
variants,train_oos_spearman,top3_train_below_median_oos_rate,baseline_train_rank,baseline_oos_rank
9,0.8320502943378437,0.0,3,1
1 variants train_oos_spearman top3_train_below_median_oos_rate baseline_train_rank baseline_oos_rank
2 9 0.8320502943378437 0.0 3 1
@@ -0,0 +1,10 @@
act_mult,gb_mult,wait,breakout,min_shift,train_robust_score,oos_robust_score,us_train_cagr,us_train_mdd,us_train_calmar,us_train_turnover_annual,us_train_avg_exposure,us_oos_cagr,us_oos_mdd,us_oos_calmar,us_oos_turnover_annual,us_oos_avg_exposure,kr_train_cagr,kr_train_mdd,kr_train_calmar,kr_train_turnover_annual,kr_train_avg_exposure,kr_oos_cagr,kr_oos_mdd,kr_oos_calmar,kr_oos_turnover_annual,kr_oos_avg_exposure,train_rank,oos_rank
1.2,1.2,10,20,0.0,0.1708654016440855,0.6749821676500353,0.1800902199641905,-0.3729701052232771,0.48285430237466404,1.3942240842262648,0.6632990249187433,0.18846086504196746,-0.2296782151891421,0.8205430579768666,1.6370686062020674,0.6606537530266344,0.08631605045448842,-0.5019847526624774,0.17194954626943673,1.510877149264889,0.5827322104235323,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,1,1.0
1.0,1.2,10,20,0.0,0.1708654016440855,0.6749821676500353,0.1800902199641905,-0.3729701052232771,0.48285430237466404,1.3942240842262648,0.6632990249187433,0.18846086504196746,-0.2296782151891421,0.8205430579768666,1.6370686062020674,0.6606537530266344,0.08631605045448842,-0.5019847526624774,0.17194954626943673,1.510877149264889,0.5827322104235323,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,2,1.0
1.0,1.0,10,20,0.0,0.16889167450442008,0.6749821676500353,0.17757526649702715,-0.3729701052232771,0.47611125934804455,1.4124274233740344,0.6626128566269411,0.18897335780889857,-0.2296782151891399,0.8227744092023664,1.6370686062020674,0.6607667473769169,0.0854357445587901,-0.5019847526624774,0.17019589560369588,1.510877149264889,0.5828786769193214,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,3,1.0
1.2,1.0,10,20,0.0,0.16889167450442008,0.6749821676500353,0.17757526649702715,-0.3729701052232771,0.47611125934804455,1.4124274233740344,0.6626128566269411,0.18897335780889857,-0.2296782151891399,0.8227744092023664,1.6370686062020674,0.6607667473769169,0.0854357445587901,-0.5019847526624774,0.17019589560369588,1.510877149264889,0.5828786769193214,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,4,1.0
0.8,1.2,10,20,0.0,0.167761184806263,0.6749821676500353,0.17862314916818534,-0.35958528369136633,0.4967476625698019,1.4142477572888115,0.6635301552907187,0.18868661641628282,-0.22967821518913945,0.8215259608356842,1.6370686062020674,0.6592171105730428,0.08485034357259225,-0.5019847526624774,0.1690297227606106,1.4987415898330425,0.58043756865617,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,5,1.0
0.8,1.0,10,20,0.0,0.1657901207087664,0.6749821676500353,0.1760559514449329,-0.35958528369136633,0.4896083333489324,1.432451096436581,0.6628680630793308,0.18919920653260802,-0.229678215189139,0.8237577359124082,1.6370686062020674,0.6593301049233252,0.08397122542553181,-0.5019847526624774,0.1672784381998791,1.4987415898330425,0.580584035151959,0.16702457955347239,-0.25518849666651633,0.6545145323370211,1.419233971690258,0.5654264042640427,6,1.0
1.0,0.8,10,20,0.0,0.15560055557153604,0.6096770885746012,0.17868266654499165,-0.3729701052232771,0.4790803982480686,1.4063596436581112,0.6628536174310822,0.18897335780889857,-0.2296782151891399,0.8227744092023664,1.6370686062020674,0.6607667473769169,0.07950774664970295,-0.5019847526624774,0.15838677614808364,1.510877149264889,0.5907268399853534,0.15165071617093573,-0.2551884966665168,0.5942694053686699,1.5003330557868444,0.5548482984829849,7,7.0
1.2,0.8,10,20,0.0,0.15560055557153604,0.6096770885746012,0.17868266654499165,-0.3729701052232771,0.4790803982480686,1.4063596436581112,0.6628536174310822,0.18897335780889857,-0.2296782151891399,0.8227744092023664,1.6370686062020674,0.6607667473769169,0.07950774664970295,-0.5019847526624774,0.15838677614808364,1.510877149264889,0.5907268399853534,0.15165071617093573,-0.2551884966665168,0.5942694053686699,1.5003330557868444,0.5548482984829849,8,7.0
0.8,0.8,10,20,0.0,0.15251693475632572,0.6096770885746012,0.17721734559868474,-0.35958528369136633,0.4928381489349024,1.4263833167206579,0.6630847478030577,0.18919920653260802,-0.229678215189139,0.8237577359124082,1.6370686062020674,0.6593301049233252,0.07805122584007029,-0.5019847526624774,0.1554852521438038,1.4987415898330425,0.588432198217991,0.15165071617093573,-0.2551884966665168,0.5942694053686699,1.5003330557868444,0.5548482984829849,9,7.0
1 act_mult gb_mult wait breakout min_shift train_robust_score oos_robust_score us_train_cagr us_train_mdd us_train_calmar us_train_turnover_annual us_train_avg_exposure us_oos_cagr us_oos_mdd us_oos_calmar us_oos_turnover_annual us_oos_avg_exposure kr_train_cagr kr_train_mdd kr_train_calmar kr_train_turnover_annual kr_train_avg_exposure kr_oos_cagr kr_oos_mdd kr_oos_calmar kr_oos_turnover_annual kr_oos_avg_exposure train_rank oos_rank
2 1.2 1.2 10 20 0.0 0.1708654016440855 0.6749821676500353 0.1800902199641905 -0.3729701052232771 0.48285430237466404 1.3942240842262648 0.6632990249187433 0.18846086504196746 -0.2296782151891421 0.8205430579768666 1.6370686062020674 0.6606537530266344 0.08631605045448842 -0.5019847526624774 0.17194954626943673 1.510877149264889 0.5827322104235323 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 1 1.0
3 1.0 1.2 10 20 0.0 0.1708654016440855 0.6749821676500353 0.1800902199641905 -0.3729701052232771 0.48285430237466404 1.3942240842262648 0.6632990249187433 0.18846086504196746 -0.2296782151891421 0.8205430579768666 1.6370686062020674 0.6606537530266344 0.08631605045448842 -0.5019847526624774 0.17194954626943673 1.510877149264889 0.5827322104235323 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 2 1.0
4 1.0 1.0 10 20 0.0 0.16889167450442008 0.6749821676500353 0.17757526649702715 -0.3729701052232771 0.47611125934804455 1.4124274233740344 0.6626128566269411 0.18897335780889857 -0.2296782151891399 0.8227744092023664 1.6370686062020674 0.6607667473769169 0.0854357445587901 -0.5019847526624774 0.17019589560369588 1.510877149264889 0.5828786769193214 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 3 1.0
5 1.2 1.0 10 20 0.0 0.16889167450442008 0.6749821676500353 0.17757526649702715 -0.3729701052232771 0.47611125934804455 1.4124274233740344 0.6626128566269411 0.18897335780889857 -0.2296782151891399 0.8227744092023664 1.6370686062020674 0.6607667473769169 0.0854357445587901 -0.5019847526624774 0.17019589560369588 1.510877149264889 0.5828786769193214 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 4 1.0
6 0.8 1.2 10 20 0.0 0.167761184806263 0.6749821676500353 0.17862314916818534 -0.35958528369136633 0.4967476625698019 1.4142477572888115 0.6635301552907187 0.18868661641628282 -0.22967821518913945 0.8215259608356842 1.6370686062020674 0.6592171105730428 0.08485034357259225 -0.5019847526624774 0.1690297227606106 1.4987415898330425 0.58043756865617 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 5 1.0
7 0.8 1.0 10 20 0.0 0.1657901207087664 0.6749821676500353 0.1760559514449329 -0.35958528369136633 0.4896083333489324 1.432451096436581 0.6628680630793308 0.18919920653260802 -0.229678215189139 0.8237577359124082 1.6370686062020674 0.6593301049233252 0.08397122542553181 -0.5019847526624774 0.1672784381998791 1.4987415898330425 0.580584035151959 0.16702457955347239 -0.25518849666651633 0.6545145323370211 1.419233971690258 0.5654264042640427 6 1.0
8 1.0 0.8 10 20 0.0 0.15560055557153604 0.6096770885746012 0.17868266654499165 -0.3729701052232771 0.4790803982480686 1.4063596436581112 0.6628536174310822 0.18897335780889857 -0.2296782151891399 0.8227744092023664 1.6370686062020674 0.6607667473769169 0.07950774664970295 -0.5019847526624774 0.15838677614808364 1.510877149264889 0.5907268399853534 0.15165071617093573 -0.2551884966665168 0.5942694053686699 1.5003330557868444 0.5548482984829849 7 7.0
9 1.2 0.8 10 20 0.0 0.15560055557153604 0.6096770885746012 0.17868266654499165 -0.3729701052232771 0.4790803982480686 1.4063596436581112 0.6628536174310822 0.18897335780889857 -0.2296782151891399 0.8227744092023664 1.6370686062020674 0.6607667473769169 0.07950774664970295 -0.5019847526624774 0.15838677614808364 1.510877149264889 0.5907268399853534 0.15165071617093573 -0.2551884966665168 0.5942694053686699 1.5003330557868444 0.5548482984829849 8 7.0
10 0.8 0.8 10 20 0.0 0.15251693475632572 0.6096770885746012 0.17721734559868474 -0.35958528369136633 0.4928381489349024 1.4263833167206579 0.6630847478030577 0.18919920653260802 -0.229678215189139 0.8237577359124082 1.6370686062020674 0.6593301049233252 0.07805122584007029 -0.5019847526624774 0.1554852521438038 1.4987415898330425 0.588432198217991 0.15165071617093573 -0.2551884966665168 0.5942694053686699 1.5003330557868444 0.5548482984829849 9 7.0
File diff suppressed because it is too large Load Diff
@@ -0,0 +1,13 @@
factor,bucket,observations,mean_fwd12m,median_fwd12m,positive_rate,loss_gt_20_rate
mom12_1,preferred_tercile,874,0.32387300753079057,0.20242994039354578,0.7391304347826086,0.10983981693363844
mom12_1,opposite_tercile,519,0.42464731050951354,0.1594236579130841,0.7302504816955684,0.08477842003853564
mom12_1,preferred_minus_opposite,519,-0.10077430297872297,0.04300628248046168,,
mom6_1,preferred_tercile,904,0.33155396665287856,0.18977767692799152,0.7123893805309734,0.12278761061946902
mom6_1,opposite_tercile,537,0.3700245000830613,0.1640926640926641,0.707635009310987,0.10986964618249534
mom6_1,preferred_minus_opposite,537,-0.03847053343018275,0.025685012835327425,,
vol63,preferred_tercile,550,0.13883071070567335,0.12215983587011692,0.730909090909091,0.07090909090909091
vol63,opposite_tercile,926,0.45110012944579264,0.22311068692741454,0.6922246220302376,0.15334773218142547
vol63,preferred_minus_opposite,550,-0.31226941874011926,-0.10095085105729762,,
drawdown252,preferred_tercile,906,0.25751171686318947,0.15399048507301294,0.7317880794701986,0.10264900662251655
drawdown252,opposite_tercile,537,0.4705274237016531,0.21757225433526006,0.702048417132216,0.1191806331471136
drawdown252,preferred_minus_opposite,537,-0.21301570683846366,-0.06358176926224712,,
1 factor bucket observations mean_fwd12m median_fwd12m positive_rate loss_gt_20_rate
2 mom12_1 preferred_tercile 874 0.32387300753079057 0.20242994039354578 0.7391304347826086 0.10983981693363844
3 mom12_1 opposite_tercile 519 0.42464731050951354 0.1594236579130841 0.7302504816955684 0.08477842003853564
4 mom12_1 preferred_minus_opposite 519 -0.10077430297872297 0.04300628248046168
5 mom6_1 preferred_tercile 904 0.33155396665287856 0.18977767692799152 0.7123893805309734 0.12278761061946902
6 mom6_1 opposite_tercile 537 0.3700245000830613 0.1640926640926641 0.707635009310987 0.10986964618249534
7 mom6_1 preferred_minus_opposite 537 -0.03847053343018275 0.025685012835327425
8 vol63 preferred_tercile 550 0.13883071070567335 0.12215983587011692 0.730909090909091 0.07090909090909091
9 vol63 opposite_tercile 926 0.45110012944579264 0.22311068692741454 0.6922246220302376 0.15334773218142547
10 vol63 preferred_minus_opposite 550 -0.31226941874011926 -0.10095085105729762
11 drawdown252 preferred_tercile 906 0.25751171686318947 0.15399048507301294 0.7317880794701986 0.10264900662251655
12 drawdown252 opposite_tercile 537 0.4705274237016531 0.21757225433526006 0.702048417132216 0.1191806331471136
13 drawdown252 preferred_minus_opposite 537 -0.21301570683846366 -0.06358176926224712
@@ -0,0 +1,4 @@
strategy,start,end,observations,cagr,mdd,calmar,annual_vol,sharpe_zero_rf,sortino_zero_rf,ulcer_index,recovery_days_max,turnover_annual,avg_exposure,cvar_5_daily,final_equity
SPY_core_50_tactical_50,2007-01-03,2026-03-20,4834,0.06958719661109636,-0.4613192472088695,0.15084390480588308,0.16579219361444017,0.48950699392592684,0.60074746567892,11.893314559668578,1299,0.6455387685290763,0.9098365742656185,-0.025908374263902537,3.6408846701108804
SPY_core_65_tactical_35,2007-01-03,2026-03-20,4834,0.07366766142979086,-0.49228940748373473,0.14964299517702875,0.17488205660932857,0.49469693473191545,0.6076626669761507,12.541212267186529,1385,0.45187713797035356,0.9368856019859331,-0.02722122574475978,3.9171662708534947
SPY_core_80_tactical_19,2007-01-03,2026-03-20,4834,0.07758122604730122,-0.5223084565323348,0.14853526699983338,0.1844544075341742,0.4980677751432175,0.6113970465027098,13.286386996261903,1394,0.25821550741163063,0.9639346297062474,-0.028614679253723144,4.200728495779884
1 strategy start end observations cagr mdd calmar annual_vol sharpe_zero_rf sortino_zero_rf ulcer_index recovery_days_max turnover_annual avg_exposure cvar_5_daily final_equity
2 SPY_core_50_tactical_50 2007-01-03 2026-03-20 4834 0.06958719661109636 -0.4613192472088695 0.15084390480588308 0.16579219361444017 0.48950699392592684 0.60074746567892 11.893314559668578 1299 0.6455387685290763 0.9098365742656185 -0.025908374263902537 3.6408846701108804
3 SPY_core_65_tactical_35 2007-01-03 2026-03-20 4834 0.07366766142979086 -0.49228940748373473 0.14964299517702875 0.17488205660932857 0.49469693473191545 0.6076626669761507 12.541212267186529 1385 0.45187713797035356 0.9368856019859331 -0.02722122574475978 3.9171662708534947
4 SPY_core_80_tactical_19 2007-01-03 2026-03-20 4834 0.07758122604730122 -0.5223084565323348 0.14853526699983338 0.1844544075341742 0.4980677751432175 0.6113970465027098 13.286386996261903 1394 0.25821550741163063 0.9639346297062474 -0.028614679253723144 4.200728495779884
@@ -0,0 +1,97 @@
date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2012-02-10,1.0,0.8,SELL,two_close_floor,0.6,0.711,0.335,0.62568
2012-02-17,0.8,0.6000000000000001,SELL,two_close_floor,0.5385,0.711,0.335,0.62568
2012-02-27,0.6000000000000001,0.35,SELL,gap_floor,0.5107,0.711,0.335,0.62568
2012-11-26,0.35,0.5,BUY,daily_reentry,0.529,0.711,0.335,0.691488
2012-11-27,0.5,0.65,BUY,daily_reentry,0.495,0.711,0.335,0.691488
2012-11-28,0.65,0.35,SELL,gap_floor,0.464,0.711,0.335,0.691488
2012-11-30,0.35,0.5,BUY,daily_reentry,0.502,0.711,0.335,0.691488
2012-12-03,0.5,0.65,BUY,daily_reentry,0.5,0.711,0.335,0.691488
2012-12-04,0.65,0.8,BUY,daily_reentry,0.5025,0.711,0.335,0.691488
2012-12-05,0.8,0.55,SELL,gap_floor,0.505,0.711,0.335,0.691488
2012-12-06,0.55,0.7000000000000001,BUY,daily_reentry,0.51,0.711,0.335,0.691488
2012-12-07,0.7000000000000001,0.8500000000000001,BUY,daily_reentry,0.574,0.711,0.335,0.691488
2012-12-10,0.8500000000000001,1.0,BUY,daily_reentry,0.575,0.711,0.335,0.691488
2012-12-12,1.0,0.9500000000000001,SELL,two_close_floor,0.652,0.711,0.335,0.691488
2012-12-13,0.9500000000000001,1.0,BUY,daily_reentry,0.762,0.762,0.335,0.691488
2012-12-24,1.0,0.8,SELL,two_close_floor,0.77,0.949,0.335,0.83512
2012-12-26,0.8,0.9500000000000001,BUY,daily_reentry,0.8099,0.949,0.335,0.83512
2012-12-27,0.9500000000000001,1.0,BUY,daily_reentry,0.79,0.949,0.335,0.83512
2013-01-25,1.0,0.9500000000000001,SELL,two_close_floor,1.37,1.6,0.335,1.4080000000000001
2013-01-31,0.9500000000000001,1.0,BUY,daily_reentry,1.28,1.6,0.335,1.4080000000000001
2013-02-01,1.0,0.9500000000000001,SELL,two_close_floor,1.25,1.6,0.335,1.4080000000000001
2013-02-04,0.9500000000000001,1.0,BUY,daily_reentry,1.24,1.6,0.335,1.4080000000000001
2013-02-13,1.0,0.9500000000000001,SELL,two_close_floor,1.3,1.6,0.335,1.4080000000000001
2013-02-14,0.9500000000000001,1.0,BUY,daily_reentry,2.12,2.12,0.335,1.8656000000000001
2013-04-03,1.0,0.8,SELL,two_close_floor,3.51,4.38,0.335,3.8544
2013-04-04,0.8,0.9500000000000001,BUY,daily_reentry,3.56,4.38,0.335,3.8544
2013-04-08,0.9500000000000001,1.0,BUY,daily_reentry,3.49,4.38,0.335,3.8544
2013-04-10,1.0,0.9500000000000001,SELL,two_close_floor,3.67,4.38,0.335,3.8544
2013-04-11,0.9500000000000001,1.0,BUY,daily_reentry,3.86,4.38,0.335,3.8544
2013-05-21,1.0,0.6,SELL,gap_floor,5.31,6.85,0.335,6.234399999999999
2013-05-22,0.6,0.75,BUY,daily_reentry,5.55,6.85,0.335,6.234399999999999
2013-05-23,0.75,0.9,BUY,daily_reentry,5.6,6.85,0.335,6.234399999999999
2013-05-24,0.9,1.0,BUY,daily_reentry,5.8,6.85,0.335,6.234399999999999
2013-05-29,1.0,0.75,SELL,gap_floor,5.46,6.85,0.335,6.234399999999999
2013-06-03,0.75,0.9,BUY,daily_reentry,5.17,6.85,0.335,6.234399999999999
2013-06-04,0.9,1.0,BUY,daily_reentry,5.27,6.85,0.335,6.234399999999999
2013-06-05,1.0,0.6,SELL,gap_floor,4.778,6.85,0.335,6.234399999999999
2013-06-07,0.6,0.75,BUY,daily_reentry,4.85,6.85,0.335,6.234399999999999
2013-06-10,0.75,0.9,BUY,daily_reentry,4.9,6.85,0.335,6.234399999999999
2013-06-11,0.9,1.0,BUY,daily_reentry,4.71,6.85,0.335,6.234399999999999
2013-06-12,1.0,0.75,SELL,gap_floor,4.62,6.85,0.335,6.234399999999999
2013-06-13,0.75,0.9,BUY,daily_reentry,4.62,6.85,0.335,6.234399999999999
2013-06-17,0.9,1.0,BUY,daily_reentry,4.58,6.85,0.335,6.234399999999999
2013-06-19,1.0,0.75,SELL,gap_floor,4.64,6.85,0.335,6.234399999999999
2013-06-25,0.75,0.9,BUY,daily_reentry,3.99,6.85,0.335,6.234399999999999
2013-06-26,0.9,0.65,SELL,gap_floor,3.97,6.85,0.335,6.2532
2013-06-27,0.65,0.8,BUY,daily_reentry,3.99,6.85,0.335,6.262
2013-06-28,0.8,0.9500000000000001,BUY,daily_reentry,4.03,6.85,0.335,6.279599999999999
2013-07-01,0.9500000000000001,1.0,BUY,daily_reentry,4.43,6.85,0.335,6.279599999999999
2013-07-03,1.0,0.75,SELL,gap_floor,4.15,6.85,0.335,6.279599999999999
2013-07-05,0.75,0.9,BUY,daily_reentry,4.25,6.85,0.335,6.318
2013-07-08,0.9,1.0,BUY,daily_reentry,4.3,6.85,0.335,6.3412
2013-07-11,1.0,0.75,SELL,gap_floor,4.85,6.85,0.335,6.3412
2013-07-12,0.75,0.9,BUY,daily_reentry,4.98,6.85,0.335,6.3412
2013-07-15,0.9,1.0,BUY,daily_reentry,5.14,6.85,0.335,6.3412
2013-07-18,1.0,0.9500000000000001,SELL,two_close_floor,5.82,6.85,0.335,6.3412
2013-07-19,0.9500000000000001,1.0,BUY,daily_reentry,5.47,6.85,0.335,6.3412
2013-07-25,1.0,0.75,SELL,gap_floor,5.75,6.85,0.335,6.358
2013-07-26,0.75,0.9,BUY,daily_reentry,5.72,6.85,0.335,6.358
2013-07-29,0.9,1.0,BUY,daily_reentry,5.75,6.85,0.335,6.358
2013-08-01,1.0,0.9500000000000001,SELL,two_close_floor,6.04,6.85,0.335,6.358
2013-08-02,0.9500000000000001,1.0,BUY,daily_reentry,5.89,6.85,0.335,6.358
2013-08-08,1.0,0.75,SELL,gap_floor,5.89,6.85,0.335,6.358
2013-08-12,0.75,0.9,BUY,daily_reentry,5.81,6.85,0.335,6.358
2013-08-15,0.9,0.5,SELL,gap_floor,2.57,6.85,0.335,6.358
2013-08-22,0.5,0.35,SELL,gap_floor,3.07,6.85,0.335,6.358
2013-08-29,0.35,0.5,BUY,daily_reentry,3.39,6.85,0.335,6.358
2013-08-30,0.5,0.65,BUY,daily_reentry,3.54,6.85,0.335,6.358
2013-09-03,0.65,0.8,BUY,daily_reentry,3.54,6.85,0.335,6.358
2013-09-04,0.8,0.9500000000000001,BUY,daily_reentry,3.45,6.85,0.335,6.358
2013-09-05,0.9500000000000001,1.0,BUY,daily_reentry,3.4,6.85,0.335,6.358
2013-09-06,1.0,0.6,SELL,gap_floor,3.27,6.85,0.335,6.358
2013-09-10,0.6,0.75,BUY,daily_reentry,3.46,6.85,0.335,6.358
2013-09-11,0.75,0.9,BUY,daily_reentry,3.51,6.85,0.335,6.394
2013-09-12,0.9,1.0,BUY,daily_reentry,3.65,6.85,0.335,6.4756
2013-09-13,1.0,0.75,SELL,gap_floor,3.72,6.85,0.335,6.4956
2013-09-16,0.75,0.9,BUY,daily_reentry,3.81,6.85,0.335,6.505999999999999
2013-09-17,0.9,1.0,BUY,daily_reentry,3.77,6.85,0.335,6.513199999999999
2013-09-20,1.0,0.75,SELL,gap_floor,3.92,6.85,0.335,6.5283999999999995
2013-09-23,0.75,0.9,BUY,daily_reentry,3.95,6.85,0.335,6.5283999999999995
2013-09-24,0.9,1.0,BUY,daily_reentry,4.13,6.85,0.335,6.5283999999999995
2013-09-27,1.0,0.75,SELL,gap_floor,4.37,6.85,0.335,6.5283999999999995
2013-09-30,0.75,0.9,BUY,daily_reentry,4.11,6.85,0.335,6.5283999999999995
2013-10-01,0.9,1.0,BUY,daily_reentry,4.45,6.85,0.335,6.5283999999999995
2013-10-04,1.0,0.75,SELL,gap_floor,5.04,6.85,0.335,6.5283999999999995
2013-10-07,0.75,0.9,BUY,daily_reentry,5.24,6.85,0.335,6.5283999999999995
2013-10-08,0.9,1.0,BUY,daily_reentry,5.05,6.85,0.335,6.5283999999999995
2013-10-11,1.0,0.6,SELL,gap_floor,5.01,6.85,0.335,6.5283999999999995
2013-10-14,0.6,0.75,BUY,daily_reentry,5.12,6.85,0.335,6.5283999999999995
2013-10-15,0.75,0.9,BUY,daily_reentry,5.04,6.85,0.335,6.5283999999999995
2013-10-16,0.9,1.0,BUY,daily_reentry,5.14,6.85,0.335,6.5283999999999995
2013-10-18,1.0,0.75,SELL,gap_floor,5.938,6.85,0.335,6.5283999999999995
2013-10-21,0.75,0.9,BUY,daily_reentry,5.97,6.85,0.335,6.5283999999999995
2013-10-22,0.9,1.0,BUY,daily_reentry,6.17,6.85,0.335,6.5283999999999995
2013-12-05,1.0,0.9500000000000001,SELL,two_close_floor,10.6,12.25,0.335,10.88062081632653
2013-12-06,0.9500000000000001,1.0,BUY,daily_reentry,11.39,12.25,0.335,10.88062081632653
1 date old_position new_position side reason price peak cycle_entry floor
2 2012-02-10 1.0 0.8 SELL two_close_floor 0.6 0.711 0.335 0.62568
3 2012-02-17 0.8 0.6000000000000001 SELL two_close_floor 0.5385 0.711 0.335 0.62568
4 2012-02-27 0.6000000000000001 0.35 SELL gap_floor 0.5107 0.711 0.335 0.62568
5 2012-11-26 0.35 0.5 BUY daily_reentry 0.529 0.711 0.335 0.691488
6 2012-11-27 0.5 0.65 BUY daily_reentry 0.495 0.711 0.335 0.691488
7 2012-11-28 0.65 0.35 SELL gap_floor 0.464 0.711 0.335 0.691488
8 2012-11-30 0.35 0.5 BUY daily_reentry 0.502 0.711 0.335 0.691488
9 2012-12-03 0.5 0.65 BUY daily_reentry 0.5 0.711 0.335 0.691488
10 2012-12-04 0.65 0.8 BUY daily_reentry 0.5025 0.711 0.335 0.691488
11 2012-12-05 0.8 0.55 SELL gap_floor 0.505 0.711 0.335 0.691488
12 2012-12-06 0.55 0.7000000000000001 BUY daily_reentry 0.51 0.711 0.335 0.691488
13 2012-12-07 0.7000000000000001 0.8500000000000001 BUY daily_reentry 0.574 0.711 0.335 0.691488
14 2012-12-10 0.8500000000000001 1.0 BUY daily_reentry 0.575 0.711 0.335 0.691488
15 2012-12-12 1.0 0.9500000000000001 SELL two_close_floor 0.652 0.711 0.335 0.691488
16 2012-12-13 0.9500000000000001 1.0 BUY daily_reentry 0.762 0.762 0.335 0.691488
17 2012-12-24 1.0 0.8 SELL two_close_floor 0.77 0.949 0.335 0.83512
18 2012-12-26 0.8 0.9500000000000001 BUY daily_reentry 0.8099 0.949 0.335 0.83512
19 2012-12-27 0.9500000000000001 1.0 BUY daily_reentry 0.79 0.949 0.335 0.83512
20 2013-01-25 1.0 0.9500000000000001 SELL two_close_floor 1.37 1.6 0.335 1.4080000000000001
21 2013-01-31 0.9500000000000001 1.0 BUY daily_reentry 1.28 1.6 0.335 1.4080000000000001
22 2013-02-01 1.0 0.9500000000000001 SELL two_close_floor 1.25 1.6 0.335 1.4080000000000001
23 2013-02-04 0.9500000000000001 1.0 BUY daily_reentry 1.24 1.6 0.335 1.4080000000000001
24 2013-02-13 1.0 0.9500000000000001 SELL two_close_floor 1.3 1.6 0.335 1.4080000000000001
25 2013-02-14 0.9500000000000001 1.0 BUY daily_reentry 2.12 2.12 0.335 1.8656000000000001
26 2013-04-03 1.0 0.8 SELL two_close_floor 3.51 4.38 0.335 3.8544
27 2013-04-04 0.8 0.9500000000000001 BUY daily_reentry 3.56 4.38 0.335 3.8544
28 2013-04-08 0.9500000000000001 1.0 BUY daily_reentry 3.49 4.38 0.335 3.8544
29 2013-04-10 1.0 0.9500000000000001 SELL two_close_floor 3.67 4.38 0.335 3.8544
30 2013-04-11 0.9500000000000001 1.0 BUY daily_reentry 3.86 4.38 0.335 3.8544
31 2013-05-21 1.0 0.6 SELL gap_floor 5.31 6.85 0.335 6.234399999999999
32 2013-05-22 0.6 0.75 BUY daily_reentry 5.55 6.85 0.335 6.234399999999999
33 2013-05-23 0.75 0.9 BUY daily_reentry 5.6 6.85 0.335 6.234399999999999
34 2013-05-24 0.9 1.0 BUY daily_reentry 5.8 6.85 0.335 6.234399999999999
35 2013-05-29 1.0 0.75 SELL gap_floor 5.46 6.85 0.335 6.234399999999999
36 2013-06-03 0.75 0.9 BUY daily_reentry 5.17 6.85 0.335 6.234399999999999
37 2013-06-04 0.9 1.0 BUY daily_reentry 5.27 6.85 0.335 6.234399999999999
38 2013-06-05 1.0 0.6 SELL gap_floor 4.778 6.85 0.335 6.234399999999999
39 2013-06-07 0.6 0.75 BUY daily_reentry 4.85 6.85 0.335 6.234399999999999
40 2013-06-10 0.75 0.9 BUY daily_reentry 4.9 6.85 0.335 6.234399999999999
41 2013-06-11 0.9 1.0 BUY daily_reentry 4.71 6.85 0.335 6.234399999999999
42 2013-06-12 1.0 0.75 SELL gap_floor 4.62 6.85 0.335 6.234399999999999
43 2013-06-13 0.75 0.9 BUY daily_reentry 4.62 6.85 0.335 6.234399999999999
44 2013-06-17 0.9 1.0 BUY daily_reentry 4.58 6.85 0.335 6.234399999999999
45 2013-06-19 1.0 0.75 SELL gap_floor 4.64 6.85 0.335 6.234399999999999
46 2013-06-25 0.75 0.9 BUY daily_reentry 3.99 6.85 0.335 6.234399999999999
47 2013-06-26 0.9 0.65 SELL gap_floor 3.97 6.85 0.335 6.2532
48 2013-06-27 0.65 0.8 BUY daily_reentry 3.99 6.85 0.335 6.262
49 2013-06-28 0.8 0.9500000000000001 BUY daily_reentry 4.03 6.85 0.335 6.279599999999999
50 2013-07-01 0.9500000000000001 1.0 BUY daily_reentry 4.43 6.85 0.335 6.279599999999999
51 2013-07-03 1.0 0.75 SELL gap_floor 4.15 6.85 0.335 6.279599999999999
52 2013-07-05 0.75 0.9 BUY daily_reentry 4.25 6.85 0.335 6.318
53 2013-07-08 0.9 1.0 BUY daily_reentry 4.3 6.85 0.335 6.3412
54 2013-07-11 1.0 0.75 SELL gap_floor 4.85 6.85 0.335 6.3412
55 2013-07-12 0.75 0.9 BUY daily_reentry 4.98 6.85 0.335 6.3412
56 2013-07-15 0.9 1.0 BUY daily_reentry 5.14 6.85 0.335 6.3412
57 2013-07-18 1.0 0.9500000000000001 SELL two_close_floor 5.82 6.85 0.335 6.3412
58 2013-07-19 0.9500000000000001 1.0 BUY daily_reentry 5.47 6.85 0.335 6.3412
59 2013-07-25 1.0 0.75 SELL gap_floor 5.75 6.85 0.335 6.358
60 2013-07-26 0.75 0.9 BUY daily_reentry 5.72 6.85 0.335 6.358
61 2013-07-29 0.9 1.0 BUY daily_reentry 5.75 6.85 0.335 6.358
62 2013-08-01 1.0 0.9500000000000001 SELL two_close_floor 6.04 6.85 0.335 6.358
63 2013-08-02 0.9500000000000001 1.0 BUY daily_reentry 5.89 6.85 0.335 6.358
64 2013-08-08 1.0 0.75 SELL gap_floor 5.89 6.85 0.335 6.358
65 2013-08-12 0.75 0.9 BUY daily_reentry 5.81 6.85 0.335 6.358
66 2013-08-15 0.9 0.5 SELL gap_floor 2.57 6.85 0.335 6.358
67 2013-08-22 0.5 0.35 SELL gap_floor 3.07 6.85 0.335 6.358
68 2013-08-29 0.35 0.5 BUY daily_reentry 3.39 6.85 0.335 6.358
69 2013-08-30 0.5 0.65 BUY daily_reentry 3.54 6.85 0.335 6.358
70 2013-09-03 0.65 0.8 BUY daily_reentry 3.54 6.85 0.335 6.358
71 2013-09-04 0.8 0.9500000000000001 BUY daily_reentry 3.45 6.85 0.335 6.358
72 2013-09-05 0.9500000000000001 1.0 BUY daily_reentry 3.4 6.85 0.335 6.358
73 2013-09-06 1.0 0.6 SELL gap_floor 3.27 6.85 0.335 6.358
74 2013-09-10 0.6 0.75 BUY daily_reentry 3.46 6.85 0.335 6.358
75 2013-09-11 0.75 0.9 BUY daily_reentry 3.51 6.85 0.335 6.394
76 2013-09-12 0.9 1.0 BUY daily_reentry 3.65 6.85 0.335 6.4756
77 2013-09-13 1.0 0.75 SELL gap_floor 3.72 6.85 0.335 6.4956
78 2013-09-16 0.75 0.9 BUY daily_reentry 3.81 6.85 0.335 6.505999999999999
79 2013-09-17 0.9 1.0 BUY daily_reentry 3.77 6.85 0.335 6.513199999999999
80 2013-09-20 1.0 0.75 SELL gap_floor 3.92 6.85 0.335 6.5283999999999995
81 2013-09-23 0.75 0.9 BUY daily_reentry 3.95 6.85 0.335 6.5283999999999995
82 2013-09-24 0.9 1.0 BUY daily_reentry 4.13 6.85 0.335 6.5283999999999995
83 2013-09-27 1.0 0.75 SELL gap_floor 4.37 6.85 0.335 6.5283999999999995
84 2013-09-30 0.75 0.9 BUY daily_reentry 4.11 6.85 0.335 6.5283999999999995
85 2013-10-01 0.9 1.0 BUY daily_reentry 4.45 6.85 0.335 6.5283999999999995
86 2013-10-04 1.0 0.75 SELL gap_floor 5.04 6.85 0.335 6.5283999999999995
87 2013-10-07 0.75 0.9 BUY daily_reentry 5.24 6.85 0.335 6.5283999999999995
88 2013-10-08 0.9 1.0 BUY daily_reentry 5.05 6.85 0.335 6.5283999999999995
89 2013-10-11 1.0 0.6 SELL gap_floor 5.01 6.85 0.335 6.5283999999999995
90 2013-10-14 0.6 0.75 BUY daily_reentry 5.12 6.85 0.335 6.5283999999999995
91 2013-10-15 0.75 0.9 BUY daily_reentry 5.04 6.85 0.335 6.5283999999999995
92 2013-10-16 0.9 1.0 BUY daily_reentry 5.14 6.85 0.335 6.5283999999999995
93 2013-10-18 1.0 0.75 SELL gap_floor 5.938 6.85 0.335 6.5283999999999995
94 2013-10-21 0.75 0.9 BUY daily_reentry 5.97 6.85 0.335 6.5283999999999995
95 2013-10-22 0.9 1.0 BUY daily_reentry 6.17 6.85 0.335 6.5283999999999995
96 2013-12-05 1.0 0.9500000000000001 SELL two_close_floor 10.6 12.25 0.335 10.88062081632653
97 2013-12-06 0.9500000000000001 1.0 BUY daily_reentry 11.39 12.25 0.335 10.88062081632653
@@ -0,0 +1,22 @@
date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2012-02-10,1.0,0.8,SELL,two_close_floor,0.6,0.711,0.335,0.62568
2012-02-17,0.8,0.6000000000000001,SELL,two_close_floor,0.5385,0.711,0.335,0.62568
2012-02-27,0.6000000000000001,0.20000000000000007,SELL,gap_floor,0.5107,0.711,0.335,0.62568
2012-03-05,0.20000000000000007,0.1,SELL,gap_floor,0.464,0.711,0.335,0.658944
2012-12-07,0.1,0.30000000000000004,BUY,reentry_reclaim50_breakout20,0.574,0.574,0.574,0.691488
2012-12-26,0.30000000000000004,0.10000000000000003,SELL,two_close_floor,0.8099,0.949,0.574,0.8130689920011493
2013-01-11,0.10000000000000003,0.30000000000000004,BUY,reentry_reclaim50_breakout20,1.6,1.6,1.6,1.4080000000000001
2013-02-14,0.30000000000000004,0.5,BUY,reentry_reclaim50_breakout20,2.12,2.12,2.12,1.834
2013-03-06,0.5,0.7,BUY,reentry_reclaim50_breakout20,2.92,2.92,2.92,2.48
2013-03-20,0.7,0.8999999999999999,BUY,reentry_reclaim50_breakout20,4.26,4.26,4.26,3.5647499999999996
2013-04-29,0.8999999999999999,1.0,BUY,reentry_reclaim50_breakout20,4.2,4.2,4.2,
2013-05-21,1.0,0.6,SELL,gap_floor,5.31,6.85,4.2,6.234399999999999
2013-05-29,0.6,0.19999999999999996,SELL,gap_floor,5.46,6.85,4.2,6.234399999999999
2013-06-05,0.19999999999999996,0.1,SELL,gap_floor,4.778,6.85,4.2,6.234399999999999
2013-07-12,0.1,0.30000000000000004,BUY,reentry_reclaim50_breakout20,4.98,4.98,4.98,6.3412
2013-07-30,0.30000000000000004,0.5,BUY,reentry_reclaim50_breakout20,5.9,5.9,5.9,
2013-08-14,0.5,0.25,SELL,trend_crisis,2.74,6.05,5.9,
2013-08-21,0.25,0.1,SELL,trend_crisis,3.06,6.05,5.9,
2013-10-29,0.1,0.30000000000000004,BUY,reentry_reclaim50_breakout20,7.0,7.0,7.0,
2013-11-12,0.30000000000000004,0.5,BUY,reentry_reclaim50_breakout20,12.0,12.0,12.0,10.2
2013-11-27,0.5,0.7,BUY,reentry_reclaim50_breakout20,12.25,12.25,12.25,
1 date old_position new_position side reason price peak cycle_entry floor
2 2012-02-10 1.0 0.8 SELL two_close_floor 0.6 0.711 0.335 0.62568
3 2012-02-17 0.8 0.6000000000000001 SELL two_close_floor 0.5385 0.711 0.335 0.62568
4 2012-02-27 0.6000000000000001 0.20000000000000007 SELL gap_floor 0.5107 0.711 0.335 0.62568
5 2012-03-05 0.20000000000000007 0.1 SELL gap_floor 0.464 0.711 0.335 0.658944
6 2012-12-07 0.1 0.30000000000000004 BUY reentry_reclaim50_breakout20 0.574 0.574 0.574 0.691488
7 2012-12-26 0.30000000000000004 0.10000000000000003 SELL two_close_floor 0.8099 0.949 0.574 0.8130689920011493
8 2013-01-11 0.10000000000000003 0.30000000000000004 BUY reentry_reclaim50_breakout20 1.6 1.6 1.6 1.4080000000000001
9 2013-02-14 0.30000000000000004 0.5 BUY reentry_reclaim50_breakout20 2.12 2.12 2.12 1.834
10 2013-03-06 0.5 0.7 BUY reentry_reclaim50_breakout20 2.92 2.92 2.92 2.48
11 2013-03-20 0.7 0.8999999999999999 BUY reentry_reclaim50_breakout20 4.26 4.26 4.26 3.5647499999999996
12 2013-04-29 0.8999999999999999 1.0 BUY reentry_reclaim50_breakout20 4.2 4.2 4.2
13 2013-05-21 1.0 0.6 SELL gap_floor 5.31 6.85 4.2 6.234399999999999
14 2013-05-29 0.6 0.19999999999999996 SELL gap_floor 5.46 6.85 4.2 6.234399999999999
15 2013-06-05 0.19999999999999996 0.1 SELL gap_floor 4.778 6.85 4.2 6.234399999999999
16 2013-07-12 0.1 0.30000000000000004 BUY reentry_reclaim50_breakout20 4.98 4.98 4.98 6.3412
17 2013-07-30 0.30000000000000004 0.5 BUY reentry_reclaim50_breakout20 5.9 5.9 5.9
18 2013-08-14 0.5 0.25 SELL trend_crisis 2.74 6.05 5.9
19 2013-08-21 0.25 0.1 SELL trend_crisis 3.06 6.05 5.9
20 2013-10-29 0.1 0.30000000000000004 BUY reentry_reclaim50_breakout20 7.0 7.0 7.0
21 2013-11-12 0.30000000000000004 0.5 BUY reentry_reclaim50_breakout20 12.0 12.0 12.0 10.2
22 2013-11-27 0.5 0.7 BUY reentry_reclaim50_breakout20 12.25 12.25 12.25
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@@ -0,0 +1,142 @@
date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-02-01,1.0,0.6,SELL,gap_floor,3.0264,3.4679,2.9929,3.169550322871584
2007-02-08,0.6,0.25,SELL,gap_floor,3.0779,3.4679,2.9929,3.21730754756612
2007-04-26,0.25,0.45,BUY,reentry_reclaim50_breakout20,3.53,3.53,3.53,3.295877941276554
2007-05-10,0.45,0.65,BUY,reentry_reclaim50_breakout20,3.8336,3.8336,3.8336,
2007-05-25,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,4.0579,4.0579,4.0579,
2007-06-18,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,4.4675,4.4675,4.4675,
2007-11-12,1.0,0.6,SELL,gap_floor,5.4914,6.8496,4.4675,6.289727233012124
2007-11-19,0.6,0.39999999999999997,SELL,two_close_floor,5.8554,6.8496,4.4675,6.289727233012124
2007-11-27,0.39999999999999997,0.25,SELL,two_close_floor,6.2432,6.8496,4.4675,6.289727233012124
2007-12-24,0.25,0.45,BUY,reentry_reclaim50_breakout20,7.1,7.1,7.1,6.42094253441391
2008-01-23,0.45,0.25,SELL,trend_crisis,4.9668,7.1368,7.1,
2008-04-18,0.25,0.45,BUY,reentry_reclaim50_breakout20,5.7514,5.7514,5.7514,
2008-05-02,0.45,0.65,BUY,reentry_reclaim50_breakout20,6.4621,6.4621,6.4621,
2008-07-28,0.65,0.4,SELL,trend_crisis,5.5143,6.7843,6.4621,
2008-08-04,0.4,0.25,SELL,trend_crisis,5.4725,6.7843,6.4621,
2009-03-19,0.25,0.45,BUY,reentry_reclaim50_breakout20,3.6293,3.6293,3.6293,
2009-04-02,0.45,0.65,BUY,reentry_reclaim50_breakout20,4.0254,4.0254,4.0254,
2009-04-17,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,4.4079,4.4079,4.4079,
2009-05-01,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,4.5443,4.5443,4.5443,
2009-11-02,1.0,0.8,SELL,two_close_floor,6.7611,7.3286,4.5443,6.842534763845967
2009-11-16,0.8,1.0,BUY,reentry_reclaim50_breakout20,7.3796,7.3796,7.3796,6.842534763845967
2010-05-07,1.0,0.6,SELL,gap_floor,8.4236,9.6725,7.3796,9.080006876306003
2010-05-17,0.6,0.39999999999999997,SELL,two_close_floor,9.0793,9.6725,7.3796,9.080006876306003
2010-05-24,0.39999999999999997,0.25,SELL,two_close_floor,8.8129,9.6725,7.3796,9.080006876306003
2010-06-16,0.25,0.45,BUY,reentry_reclaim50_breakout20,9.5446,9.5446,9.5446,9.080006876306003
2010-09-22,0.45,0.65,BUY,reentry_reclaim50_breakout20,10.2768,10.2768,10.2768,
2010-10-08,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,10.5025,10.5025,10.5025,
2010-11-04,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,11.3668,11.3668,11.3668,
2011-01-21,1.0,0.6,SELL,gap_floor,11.6686,12.4457,11.3668,12.001655000000001
2011-02-07,0.6,0.8,BUY,reentry_reclaim50_breakout20,12.5671,12.5671,12.5671,12.001655000000001
2011-07-15,0.8,1.0,BUY,reentry_reclaim50_breakout20,13.0329,13.0329,13.0329,
2011-10-03,1.0,0.8,SELL,two_close_floor,13.3786,14.7661,13.0329,13.680582732484579
2011-10-18,0.8,1.0,BUY,reentry_reclaim50_breakout20,15.08,15.08,15.08,13.730803114857174
2012-04-20,1.0,0.8,SELL,two_close_floor,20.4636,22.7225,15.08,21.145766654481115
2012-05-01,0.8,0.6000000000000001,SELL,two_close_floor,20.7904,22.7225,15.08,21.145766654481115
2012-05-08,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,20.2921,22.7225,15.08,21.145766654481115
2012-05-15,0.4000000000000001,0.25,SELL,gap_floor,19.7561,22.7225,15.08,21.145766654481115
2012-07-19,0.25,0.45,BUY,reentry_reclaim50_breakout20,21.94,21.94,21.94,21.600322710399226
2012-08-03,0.45,0.65,BUY,reentry_reclaim50_breakout20,21.9893,21.9893,21.9893,
2012-08-17,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,23.1468,23.1468,23.1468,
2012-09-06,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,24.1525,24.1525,24.1525,
2012-11-07,1.0,0.75,SELL,trend_crisis,19.9286,25.075,24.1525,
2012-11-14,0.75,0.5,SELL,trend_crisis,19.1743,25.075,24.1525,
2012-11-21,0.5,0.25,SELL,trend_crisis,20.0607,25.075,24.1525,
2013-08-13,0.25,0.45,BUY,reentry_reclaim50_breakout20,17.4846,17.4846,17.4846,
2013-10-11,0.45,0.65,BUY,reentry_reclaim50_breakout20,17.6004,17.6004,17.6004,
2013-11-26,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,19.05,19.05,19.05,18.135039052626656
2013-12-23,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,20.3604,20.3604,20.3604,
2014-09-04,1.0,0.8,SELL,two_close_floor,24.53,25.825,20.3604,24.765375
2014-10-15,0.8,0.6000000000000001,SELL,two_close_floor,24.385,25.825,20.3604,24.765375
2014-10-29,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,26.835,26.835,26.835,25.13821106829884
2014-11-12,0.8,1.0,BUY,reentry_reclaim50_breakout20,27.8125,27.8125,27.8125,
2015-03-11,1.0,0.8,SELL,two_close_floor,30.56,33.25,27.8125,31.45227448200977
2015-03-26,0.8,0.6000000000000001,SELL,two_close_floor,31.06,33.25,27.8125,31.45227448200977
2015-04-02,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,31.33,33.25,27.8125,31.45227448200977
2015-04-20,0.4000000000000001,0.6000000000000001,BUY,reentry_reclaim50_breakout20,31.9,31.9,31.9,31.509488057414586
2015-08-21,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,26.44,33.1625,31.9,
2015-09-01,0.3500000000000001,0.25,SELL,trend_crisis,26.93,33.1625,31.9,
2016-03-30,0.25,0.45,BUY,reentry_reclaim50_breakout20,27.39,27.39,27.39,
2016-04-13,0.45,0.65,BUY,reentry_reclaim50_breakout20,28.01,28.01,28.01,
2016-05-12,0.65,0.4,SELL,trend_crisis,22.585,28.025,28.01,
2016-07-27,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,25.7375,25.7375,25.7375,
2016-08-15,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,27.37,27.37,27.37,26.229228266834948
2016-09-14,0.8,1.0,BUY,reentry_reclaim50_breakout20,27.9425,27.9425,27.9425,
2017-06-12,1.0,0.6,SELL,gap_floor,36.355,39.025,27.9425,37.38875
2017-06-19,0.6,0.39999999999999997,SELL,two_close_floor,36.585,39.025,27.9425,37.38875
2017-06-26,0.39999999999999997,0.25,SELL,two_close_floor,36.455,39.025,27.9425,37.38875
2017-07-17,0.25,0.45,BUY,reentry_reclaim50_breakout20,37.39,37.39,37.39,37.38875
2017-08-09,0.45,0.65,BUY,reentry_reclaim50_breakout20,40.265,40.265,40.265,38.25494328347369
2017-08-29,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,40.7275,40.7275,40.7275,
2017-10-16,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,39.97,39.97,39.97,
2018-01-26,1.0,0.8,SELL,two_close_floor,42.8775,44.815,39.97,42.928937499999996
2018-02-02,0.8,0.4,SELL,gap_floor,40.125,44.815,39.97,42.928937499999996
2018-02-09,0.4,0.25,SELL,gap_floor,39.1025,44.815,39.97,42.928937499999996
2018-03-09,0.25,0.45,BUY,reentry_reclaim50_breakout20,44.995,44.995,44.995,42.928937499999996
2018-05-04,0.45,0.65,BUY,reentry_reclaim50_breakout20,45.9575,45.9575,45.9575,
2018-06-01,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,47.56,47.56,47.56,
2018-07-12,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,47.7575,47.7575,47.7575,
2018-10-11,1.0,0.8,SELL,two_close_floor,53.6125,58.0175,47.7575,54.332437500000005
2018-10-29,0.8,0.6000000000000001,SELL,two_close_floor,53.06,58.0175,47.7575,54.332437500000005
2018-11-05,0.6000000000000001,0.25,SELL,gap_floor,50.3975,58.0175,47.7575,54.332437500000005
2019-03-11,0.25,0.45,BUY,reentry_reclaim50_breakout20,44.725,44.725,44.725,56.96747754569624
2019-04-03,0.45,0.65,BUY,reentry_reclaim50_breakout20,48.8375,48.8375,48.8375,46.2177175815818
2019-04-17,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,50.7825,50.7825,50.7825,
2019-05-03,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,52.9375,52.9375,52.9375,
2019-06-03,1.0,0.75,SELL,trend_crisis,43.325,52.9375,52.9375,
2019-07-29,0.75,0.95,BUY,reentry_reclaim50_breakout20,52.42,52.42,52.42,
2019-09-05,0.95,1.0,BUY,reentry_reclaim50_breakout20,53.32,53.32,53.32,
2020-02-25,1.0,0.6,SELL,gap_floor,72.02,81.8,53.32,75.82843749999999
2020-03-03,0.6,0.39999999999999997,SELL,two_close_floor,72.33,81.8,53.32,75.82843749999999
2020-03-10,0.39999999999999997,0.25,SELL,two_close_floor,71.335,81.8,53.32,75.82843749999999
2020-06-01,0.25,0.45,BUY,reentry_reclaim50_breakout20,80.4625,80.4625,80.4625,76.87301057484513
2020-06-22,0.45,0.65,BUY,reentry_reclaim50_breakout20,89.7175,89.7175,89.7175,83.819725511485
2020-07-08,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,95.3425,95.3425,95.3425,
2020-07-31,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,106.26,106.26,106.26,
2020-09-04,1.0,0.8,SELL,two_close_floor,120.96,134.18,106.26,123.13867951697571
2020-09-14,0.8,0.6000000000000001,SELL,two_close_floor,115.36,134.18,106.26,123.13867951697571
2020-09-21,0.6000000000000001,0.25,SELL,gap_floor,110.08,134.18,106.26,123.13867951697571
2020-10-09,0.25,0.45,BUY,reentry_reclaim50_breakout20,116.97,116.97,116.97,123.82899362737672
2020-12-07,0.45,0.65,BUY,reentry_reclaim50_breakout20,123.75,123.75,123.75,
2020-12-22,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,131.88,131.88,131.88,
2021-01-21,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,136.87,136.87,136.87,
2021-09-20,1.0,0.6,SELL,gap_floor,142.94,156.69,136.87,147.60575
2021-09-27,0.6,0.39999999999999997,SELL,two_close_floor,145.37,156.69,136.87,147.60575
2021-10-04,0.39999999999999997,0.25,SELL,gap_floor,139.14,156.69,136.87,147.60575
2021-11-19,0.25,0.45,BUY,reentry_reclaim50_breakout20,160.55,160.55,160.55,150.78812545025085
2021-12-06,0.45,0.65,BUY,reentry_reclaim50_breakout20,165.32,165.32,165.32,
2021-12-27,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,180.33,180.33,180.33,
2022-02-09,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,176.28,176.28,176.28,
2022-05-11,1.0,0.75,SELL,trend_crisis,146.5,178.96,176.28,
2022-05-18,0.75,0.5,SELL,trend_crisis,140.82,178.96,176.28,
2022-05-25,0.5,0.25,SELL,trend_crisis,140.52,178.96,176.28,
2022-08-03,0.25,0.45,BUY,reentry_reclaim50_breakout20,166.13,166.13,166.13,
2022-08-17,0.45,0.65,BUY,reentry_reclaim50_breakout20,174.55,174.55,174.55,
2022-09-29,0.65,0.4,SELL,trend_crisis,142.48,174.55,174.55,
2022-10-07,0.4,0.25,SELL,trend_crisis,140.09,174.55,174.55,
2023-02-15,0.25,0.45,BUY,reentry_reclaim50_breakout20,155.33,155.33,155.33,
2023-03-16,0.45,0.65,BUY,reentry_reclaim50_breakout20,155.85,155.85,155.85,
2023-03-30,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,162.36,162.36,162.36,
2023-04-18,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,166.47,166.47,166.47,
2023-08-07,1.0,0.6,SELL,gap_floor,178.85,196.45,166.47,186.45925
2023-08-14,0.6,0.25,SELL,gap_floor,179.46,196.45,166.47,186.45925
2023-12-05,0.25,0.45,BUY,reentry_reclaim50_breakout20,193.42,193.42,193.42,187.61074999999997
2024-01-23,0.45,0.65,BUY,reentry_reclaim50_breakout20,195.18,195.18,195.18,
2024-05-21,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,192.35,192.35,192.35,
2024-06-05,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,195.87,195.87,195.87,
2024-08-06,1.0,0.6,SELL,gap_floor,207.23,234.82,195.87,217.71278024430688
2024-08-20,0.6,0.8,BUY,reentry_reclaim50_breakout20,226.51,226.51,226.51,217.71278024430688
2024-09-30,0.8,1.0,BUY,reentry_reclaim50_breakout20,233.0,233.0,233.0,
2025-01-03,1.0,0.8,SELL,two_close_floor,243.36,259.02,233.0,245.5467325
2025-01-13,0.8,0.4,SELL,gap_floor,234.4,259.02,233.0,245.5467325
2025-01-21,0.4,0.25,SELL,gap_floor,222.64,259.02,233.0,245.5467325
2025-02-13,0.25,0.45,BUY,reentry_reclaim50_breakout20,241.53,241.53,241.53,
2025-04-04,0.45,0.25,SELL,trend_crisis,188.38,247.1,241.53,
2025-07-22,0.25,0.45,BUY,reentry_reclaim50_breakout20,214.4,214.4,214.4,
2025-08-07,0.45,0.65,BUY,reentry_reclaim50_breakout20,220.03,220.03,220.03,
2025-09-03,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,238.47,238.47,238.47,
2025-09-19,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,245.5,245.5,245.5,
2026-01-02,1.0,0.8,SELL,two_close_floor,271.01,286.19,245.5,272.6468725
2026-01-09,0.8,0.4,SELL,gap_floor,259.37,286.19,245.5,272.6468725
2026-01-16,0.4,0.25,SELL,gap_floor,255.53,286.19,245.5,272.6502240390205
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-02-01 1.0 0.6 SELL gap_floor 3.0264 3.4679 2.9929 3.169550322871584
3 2007-02-08 0.6 0.25 SELL gap_floor 3.0779 3.4679 2.9929 3.21730754756612
4 2007-04-26 0.25 0.45 BUY reentry_reclaim50_breakout20 3.53 3.53 3.53 3.295877941276554
5 2007-05-10 0.45 0.65 BUY reentry_reclaim50_breakout20 3.8336 3.8336 3.8336
6 2007-05-25 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 4.0579 4.0579 4.0579
7 2007-06-18 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 4.4675 4.4675 4.4675
8 2007-11-12 1.0 0.6 SELL gap_floor 5.4914 6.8496 4.4675 6.289727233012124
9 2007-11-19 0.6 0.39999999999999997 SELL two_close_floor 5.8554 6.8496 4.4675 6.289727233012124
10 2007-11-27 0.39999999999999997 0.25 SELL two_close_floor 6.2432 6.8496 4.4675 6.289727233012124
11 2007-12-24 0.25 0.45 BUY reentry_reclaim50_breakout20 7.1 7.1 7.1 6.42094253441391
12 2008-01-23 0.45 0.25 SELL trend_crisis 4.9668 7.1368 7.1
13 2008-04-18 0.25 0.45 BUY reentry_reclaim50_breakout20 5.7514 5.7514 5.7514
14 2008-05-02 0.45 0.65 BUY reentry_reclaim50_breakout20 6.4621 6.4621 6.4621
15 2008-07-28 0.65 0.4 SELL trend_crisis 5.5143 6.7843 6.4621
16 2008-08-04 0.4 0.25 SELL trend_crisis 5.4725 6.7843 6.4621
17 2009-03-19 0.25 0.45 BUY reentry_reclaim50_breakout20 3.6293 3.6293 3.6293
18 2009-04-02 0.45 0.65 BUY reentry_reclaim50_breakout20 4.0254 4.0254 4.0254
19 2009-04-17 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 4.4079 4.4079 4.4079
20 2009-05-01 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 4.5443 4.5443 4.5443
21 2009-11-02 1.0 0.8 SELL two_close_floor 6.7611 7.3286 4.5443 6.842534763845967
22 2009-11-16 0.8 1.0 BUY reentry_reclaim50_breakout20 7.3796 7.3796 7.3796 6.842534763845967
23 2010-05-07 1.0 0.6 SELL gap_floor 8.4236 9.6725 7.3796 9.080006876306003
24 2010-05-17 0.6 0.39999999999999997 SELL two_close_floor 9.0793 9.6725 7.3796 9.080006876306003
25 2010-05-24 0.39999999999999997 0.25 SELL two_close_floor 8.8129 9.6725 7.3796 9.080006876306003
26 2010-06-16 0.25 0.45 BUY reentry_reclaim50_breakout20 9.5446 9.5446 9.5446 9.080006876306003
27 2010-09-22 0.45 0.65 BUY reentry_reclaim50_breakout20 10.2768 10.2768 10.2768
28 2010-10-08 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 10.5025 10.5025 10.5025
29 2010-11-04 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 11.3668 11.3668 11.3668
30 2011-01-21 1.0 0.6 SELL gap_floor 11.6686 12.4457 11.3668 12.001655000000001
31 2011-02-07 0.6 0.8 BUY reentry_reclaim50_breakout20 12.5671 12.5671 12.5671 12.001655000000001
32 2011-07-15 0.8 1.0 BUY reentry_reclaim50_breakout20 13.0329 13.0329 13.0329
33 2011-10-03 1.0 0.8 SELL two_close_floor 13.3786 14.7661 13.0329 13.680582732484579
34 2011-10-18 0.8 1.0 BUY reentry_reclaim50_breakout20 15.08 15.08 15.08 13.730803114857174
35 2012-04-20 1.0 0.8 SELL two_close_floor 20.4636 22.7225 15.08 21.145766654481115
36 2012-05-01 0.8 0.6000000000000001 SELL two_close_floor 20.7904 22.7225 15.08 21.145766654481115
37 2012-05-08 0.6000000000000001 0.4000000000000001 SELL two_close_floor 20.2921 22.7225 15.08 21.145766654481115
38 2012-05-15 0.4000000000000001 0.25 SELL gap_floor 19.7561 22.7225 15.08 21.145766654481115
39 2012-07-19 0.25 0.45 BUY reentry_reclaim50_breakout20 21.94 21.94 21.94 21.600322710399226
40 2012-08-03 0.45 0.65 BUY reentry_reclaim50_breakout20 21.9893 21.9893 21.9893
41 2012-08-17 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 23.1468 23.1468 23.1468
42 2012-09-06 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 24.1525 24.1525 24.1525
43 2012-11-07 1.0 0.75 SELL trend_crisis 19.9286 25.075 24.1525
44 2012-11-14 0.75 0.5 SELL trend_crisis 19.1743 25.075 24.1525
45 2012-11-21 0.5 0.25 SELL trend_crisis 20.0607 25.075 24.1525
46 2013-08-13 0.25 0.45 BUY reentry_reclaim50_breakout20 17.4846 17.4846 17.4846
47 2013-10-11 0.45 0.65 BUY reentry_reclaim50_breakout20 17.6004 17.6004 17.6004
48 2013-11-26 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 19.05 19.05 19.05 18.135039052626656
49 2013-12-23 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 20.3604 20.3604 20.3604
50 2014-09-04 1.0 0.8 SELL two_close_floor 24.53 25.825 20.3604 24.765375
51 2014-10-15 0.8 0.6000000000000001 SELL two_close_floor 24.385 25.825 20.3604 24.765375
52 2014-10-29 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 26.835 26.835 26.835 25.13821106829884
53 2014-11-12 0.8 1.0 BUY reentry_reclaim50_breakout20 27.8125 27.8125 27.8125
54 2015-03-11 1.0 0.8 SELL two_close_floor 30.56 33.25 27.8125 31.45227448200977
55 2015-03-26 0.8 0.6000000000000001 SELL two_close_floor 31.06 33.25 27.8125 31.45227448200977
56 2015-04-02 0.6000000000000001 0.4000000000000001 SELL two_close_floor 31.33 33.25 27.8125 31.45227448200977
57 2015-04-20 0.4000000000000001 0.6000000000000001 BUY reentry_reclaim50_breakout20 31.9 31.9 31.9 31.509488057414586
58 2015-08-21 0.6000000000000001 0.3500000000000001 SELL trend_crisis 26.44 33.1625 31.9
59 2015-09-01 0.3500000000000001 0.25 SELL trend_crisis 26.93 33.1625 31.9
60 2016-03-30 0.25 0.45 BUY reentry_reclaim50_breakout20 27.39 27.39 27.39
61 2016-04-13 0.45 0.65 BUY reentry_reclaim50_breakout20 28.01 28.01 28.01
62 2016-05-12 0.65 0.4 SELL trend_crisis 22.585 28.025 28.01
63 2016-07-27 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 25.7375 25.7375 25.7375
64 2016-08-15 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 27.37 27.37 27.37 26.229228266834948
65 2016-09-14 0.8 1.0 BUY reentry_reclaim50_breakout20 27.9425 27.9425 27.9425
66 2017-06-12 1.0 0.6 SELL gap_floor 36.355 39.025 27.9425 37.38875
67 2017-06-19 0.6 0.39999999999999997 SELL two_close_floor 36.585 39.025 27.9425 37.38875
68 2017-06-26 0.39999999999999997 0.25 SELL two_close_floor 36.455 39.025 27.9425 37.38875
69 2017-07-17 0.25 0.45 BUY reentry_reclaim50_breakout20 37.39 37.39 37.39 37.38875
70 2017-08-09 0.45 0.65 BUY reentry_reclaim50_breakout20 40.265 40.265 40.265 38.25494328347369
71 2017-08-29 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 40.7275 40.7275 40.7275
72 2017-10-16 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 39.97 39.97 39.97
73 2018-01-26 1.0 0.8 SELL two_close_floor 42.8775 44.815 39.97 42.928937499999996
74 2018-02-02 0.8 0.4 SELL gap_floor 40.125 44.815 39.97 42.928937499999996
75 2018-02-09 0.4 0.25 SELL gap_floor 39.1025 44.815 39.97 42.928937499999996
76 2018-03-09 0.25 0.45 BUY reentry_reclaim50_breakout20 44.995 44.995 44.995 42.928937499999996
77 2018-05-04 0.45 0.65 BUY reentry_reclaim50_breakout20 45.9575 45.9575 45.9575
78 2018-06-01 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 47.56 47.56 47.56
79 2018-07-12 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 47.7575 47.7575 47.7575
80 2018-10-11 1.0 0.8 SELL two_close_floor 53.6125 58.0175 47.7575 54.332437500000005
81 2018-10-29 0.8 0.6000000000000001 SELL two_close_floor 53.06 58.0175 47.7575 54.332437500000005
82 2018-11-05 0.6000000000000001 0.25 SELL gap_floor 50.3975 58.0175 47.7575 54.332437500000005
83 2019-03-11 0.25 0.45 BUY reentry_reclaim50_breakout20 44.725 44.725 44.725 56.96747754569624
84 2019-04-03 0.45 0.65 BUY reentry_reclaim50_breakout20 48.8375 48.8375 48.8375 46.2177175815818
85 2019-04-17 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 50.7825 50.7825 50.7825
86 2019-05-03 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 52.9375 52.9375 52.9375
87 2019-06-03 1.0 0.75 SELL trend_crisis 43.325 52.9375 52.9375
88 2019-07-29 0.75 0.95 BUY reentry_reclaim50_breakout20 52.42 52.42 52.42
89 2019-09-05 0.95 1.0 BUY reentry_reclaim50_breakout20 53.32 53.32 53.32
90 2020-02-25 1.0 0.6 SELL gap_floor 72.02 81.8 53.32 75.82843749999999
91 2020-03-03 0.6 0.39999999999999997 SELL two_close_floor 72.33 81.8 53.32 75.82843749999999
92 2020-03-10 0.39999999999999997 0.25 SELL two_close_floor 71.335 81.8 53.32 75.82843749999999
93 2020-06-01 0.25 0.45 BUY reentry_reclaim50_breakout20 80.4625 80.4625 80.4625 76.87301057484513
94 2020-06-22 0.45 0.65 BUY reentry_reclaim50_breakout20 89.7175 89.7175 89.7175 83.819725511485
95 2020-07-08 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 95.3425 95.3425 95.3425
96 2020-07-31 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 106.26 106.26 106.26
97 2020-09-04 1.0 0.8 SELL two_close_floor 120.96 134.18 106.26 123.13867951697571
98 2020-09-14 0.8 0.6000000000000001 SELL two_close_floor 115.36 134.18 106.26 123.13867951697571
99 2020-09-21 0.6000000000000001 0.25 SELL gap_floor 110.08 134.18 106.26 123.13867951697571
100 2020-10-09 0.25 0.45 BUY reentry_reclaim50_breakout20 116.97 116.97 116.97 123.82899362737672
101 2020-12-07 0.45 0.65 BUY reentry_reclaim50_breakout20 123.75 123.75 123.75
102 2020-12-22 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 131.88 131.88 131.88
103 2021-01-21 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 136.87 136.87 136.87
104 2021-09-20 1.0 0.6 SELL gap_floor 142.94 156.69 136.87 147.60575
105 2021-09-27 0.6 0.39999999999999997 SELL two_close_floor 145.37 156.69 136.87 147.60575
106 2021-10-04 0.39999999999999997 0.25 SELL gap_floor 139.14 156.69 136.87 147.60575
107 2021-11-19 0.25 0.45 BUY reentry_reclaim50_breakout20 160.55 160.55 160.55 150.78812545025085
108 2021-12-06 0.45 0.65 BUY reentry_reclaim50_breakout20 165.32 165.32 165.32
109 2021-12-27 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 180.33 180.33 180.33
110 2022-02-09 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 176.28 176.28 176.28
111 2022-05-11 1.0 0.75 SELL trend_crisis 146.5 178.96 176.28
112 2022-05-18 0.75 0.5 SELL trend_crisis 140.82 178.96 176.28
113 2022-05-25 0.5 0.25 SELL trend_crisis 140.52 178.96 176.28
114 2022-08-03 0.25 0.45 BUY reentry_reclaim50_breakout20 166.13 166.13 166.13
115 2022-08-17 0.45 0.65 BUY reentry_reclaim50_breakout20 174.55 174.55 174.55
116 2022-09-29 0.65 0.4 SELL trend_crisis 142.48 174.55 174.55
117 2022-10-07 0.4 0.25 SELL trend_crisis 140.09 174.55 174.55
118 2023-02-15 0.25 0.45 BUY reentry_reclaim50_breakout20 155.33 155.33 155.33
119 2023-03-16 0.45 0.65 BUY reentry_reclaim50_breakout20 155.85 155.85 155.85
120 2023-03-30 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 162.36 162.36 162.36
121 2023-04-18 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 166.47 166.47 166.47
122 2023-08-07 1.0 0.6 SELL gap_floor 178.85 196.45 166.47 186.45925
123 2023-08-14 0.6 0.25 SELL gap_floor 179.46 196.45 166.47 186.45925
124 2023-12-05 0.25 0.45 BUY reentry_reclaim50_breakout20 193.42 193.42 193.42 187.61074999999997
125 2024-01-23 0.45 0.65 BUY reentry_reclaim50_breakout20 195.18 195.18 195.18
126 2024-05-21 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 192.35 192.35 192.35
127 2024-06-05 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 195.87 195.87 195.87
128 2024-08-06 1.0 0.6 SELL gap_floor 207.23 234.82 195.87 217.71278024430688
129 2024-08-20 0.6 0.8 BUY reentry_reclaim50_breakout20 226.51 226.51 226.51 217.71278024430688
130 2024-09-30 0.8 1.0 BUY reentry_reclaim50_breakout20 233.0 233.0 233.0
131 2025-01-03 1.0 0.8 SELL two_close_floor 243.36 259.02 233.0 245.5467325
132 2025-01-13 0.8 0.4 SELL gap_floor 234.4 259.02 233.0 245.5467325
133 2025-01-21 0.4 0.25 SELL gap_floor 222.64 259.02 233.0 245.5467325
134 2025-02-13 0.25 0.45 BUY reentry_reclaim50_breakout20 241.53 241.53 241.53
135 2025-04-04 0.45 0.25 SELL trend_crisis 188.38 247.1 241.53
136 2025-07-22 0.25 0.45 BUY reentry_reclaim50_breakout20 214.4 214.4 214.4
137 2025-08-07 0.45 0.65 BUY reentry_reclaim50_breakout20 220.03 220.03 220.03
138 2025-09-03 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 238.47 238.47 238.47
139 2025-09-19 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 245.5 245.5 245.5
140 2026-01-02 1.0 0.8 SELL two_close_floor 271.01 286.19 245.5 272.6468725
141 2026-01-09 0.8 0.4 SELL gap_floor 259.37 286.19 245.5 272.6468725
142 2026-01-16 0.4 0.25 SELL gap_floor 255.53 286.19 245.5 272.6502240390205
File diff suppressed because it is too large Load Diff
@@ -0,0 +1,104 @@
date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-11-07,1.0,0.75,SELL,trend_crisis,1158.0,1453.0,1443.0,
2007-11-15,0.75,0.5,SELL,trend_crisis,1139.0,1453.0,1443.0,
2007-11-23,0.5,0.25,SELL,trend_crisis,1060.6,1453.0,1443.0,
2007-12-03,0.25,0.2,SELL,trend_crisis,1138.0,1453.0,1443.0,
2009-05-05,0.2,0.4,BUY,reentry_reclaim50_breakout20,34.6,34.6,34.6,
2009-05-13,0.4,0.2,SELL,trend_crisis,32.0,40.2,34.6,
2010-04-07,0.2,0.4,BUY,reentry_reclaim50_breakout20,39.69,39.69,39.69,48.1804
2010-04-22,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,43.25,43.25,43.25,
2010-05-26,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,34.05,44.51,43.25,
2010-06-04,0.3500000000000001,0.2,SELL,trend_crisis,34.75,44.51,43.25,
2010-06-21,0.2,0.4,BUY,reentry_reclaim50_breakout20,38.76,38.76,38.76,
2010-08-09,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,41.64,41.64,41.64,
2010-09-28,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,37.32,37.32,37.32,
2010-10-12,0.8,1.0,BUY,reentry_reclaim50_breakout20,41.78,41.78,41.78,
2011-01-19,1.0,0.8,SELL,two_close_floor,51.02,61.18,41.78,54.35739232477202
2011-01-26,0.8,0.4,SELL,gap_floor,41.61,61.18,41.78,56.6928
2011-02-02,0.4,0.2,SELL,gap_floor,41.17,61.18,41.78,56.884
2012-01-10,0.2,0.4,BUY,reentry_reclaim50_breakout20,25.07,25.07,25.07,59.99897558951441
2012-02-01,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,26.6,26.6,26.6,
2012-02-22,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,27.67,27.67,27.67,
2012-03-30,0.8,1.0,BUY,reentry_reclaim50_breakout20,30.83,30.83,30.83,
2012-07-06,1.0,0.8,SELL,two_close_floor,31.57,34.76,30.83,32.2547415286539
2012-07-13,0.8,0.6000000000000001,SELL,two_close_floor,31.44,34.76,30.83,32.37545119769316
2012-07-20,0.6000000000000001,0.20000000000000007,SELL,gap_floor,31.03,34.76,30.83,32.37545119769316
2012-07-27,0.20000000000000007,0.2,SELL,two_close_floor,31.57,34.76,30.83,32.43066074388871
2012-08-10,0.2,0.4,BUY,reentry_reclaim50_breakout20,32.6,32.6,32.6,32.43066074388871
2012-09-05,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,34.81,34.81,34.81,
2012-10-05,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,35.23,35.23,35.23,
2013-01-02,0.8,1.0,BUY,reentry_reclaim50_breakout20,36.48,36.48,36.48,
2013-10-09,1.0,0.8,SELL,two_close_floor,47.73,50.57,36.48,47.871500000000005
2013-11-04,0.8,0.6000000000000001,SELL,two_close_floor,49.08,52.3,36.48,49.20832329264696
2013-11-11,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,48.84,52.3,36.48,49.20832329264696
2013-11-19,0.4000000000000001,0.20000000000000007,SELL,two_close_floor,48.78,52.3,36.48,49.20832329264696
2013-12-04,0.20000000000000007,0.2,SELL,two_close_floor,48.94,52.3,36.48,49.43532204856729
2013-12-19,0.2,0.4,BUY,reentry_reclaim50_breakout20,50.36,50.36,50.36,49.53254776833553
2014-01-08,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,51.81,51.81,51.81,
2014-04-23,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,51.64,51.64,51.64,
2014-05-12,0.8,1.0,BUY,reentry_reclaim50_breakout20,53.38,53.38,53.38,
2014-11-18,1.0,0.8,SELL,two_close_floor,53.89,56.33,53.38,54.265
2014-12-19,0.8,1.0,BUY,reentry_reclaim50_breakout20,55.78,55.78,55.78,
2015-08-21,1.0,0.6,SELL,gap_floor,59.73,64.54,55.78,61.54750000000001
2015-08-28,0.6,0.39999999999999997,SELL,two_close_floor,61.0,64.54,55.78,61.54750000000001
2015-09-04,0.39999999999999997,0.2,SELL,gap_floor,58.08,64.54,55.78,61.54750000000001
2015-12-01,0.2,0.4,BUY,reentry_reclaim50_breakout20,64.12,64.12,64.12,61.54750000000001
2016-02-11,0.4,0.2,SELL,trend_crisis,50.52,64.12,64.12,
2016-04-26,0.2,0.4,BUY,reentry_reclaim50_breakout20,56.55,56.55,56.55,
2016-05-18,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,56.71,56.71,56.71,
2016-08-29,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,59.43,59.43,59.43,
2016-10-05,0.8,1.0,BUY,reentry_reclaim50_breakout20,59.9,59.9,59.9,
2017-02-15,1.0,0.6,SELL,gap_floor,60.85,67.2,59.9,64.372
2017-02-23,0.6,0.39999999999999997,SELL,two_close_floor,64.02,67.2,59.9,64.372
2017-03-03,0.39999999999999997,0.2,SELL,two_close_floor,64.22,67.2,59.9,64.372
2017-06-14,0.2,0.4,BUY,reentry_reclaim50_breakout20,64.25,64.25,64.25,64.58725000000001
2017-07-19,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,64.19,64.19,64.19,
2017-08-02,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,65.9,65.9,65.9,
2018-05-03,0.8,0.55,SELL,trend_crisis,51.94,66.06,65.9,
2018-05-10,0.55,0.30000000000000004,SELL,trend_crisis,52.75,66.06,65.9,
2018-05-29,0.30000000000000004,0.2,SELL,trend_crisis,52.18,66.06,65.9,
2018-07-09,0.2,0.4,BUY,reentry_reclaim50_breakout20,55.56,55.56,55.56,
2018-10-23,0.4,0.2,SELL,trend_crisis,44.18,55.56,55.56,
2019-03-15,0.2,0.4,BUY,reentry_reclaim50_breakout20,44.04,44.04,44.04,
2019-04-04,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,44.6,44.6,44.6,
2019-04-29,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,46.99,46.99,46.99,
2019-05-15,0.8,1.0,BUY,reentry_reclaim50_breakout20,51.85,51.85,51.85,48.606218702924764
2019-08-05,1.0,0.6,SELL,gap_floor,52.81,57.39,51.85,54.671797871847346
2019-09-03,0.6,0.2,SELL,gap_floor,52.4,57.39,51.85,54.671797871847346
2019-09-18,0.2,0.4,BUY,reentry_reclaim50_breakout20,57.65,57.65,57.65,54.671797871847346
2020-02-24,0.4,0.2,SELL,trend_crisis,45.7,57.89,57.65,
2020-06-08,0.2,0.4,BUY,reentry_reclaim50_breakout20,39.44,39.44,39.44,
2020-06-24,0.4,0.2,SELL,trend_crisis,30.3,39.44,39.44,
2020-07-16,0.2,0.4,BUY,reentry_reclaim50_breakout20,32.56,32.56,32.56,
2020-11-02,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,32.45,32.45,32.45,
2020-11-16,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,38.49,38.49,38.49,
2021-01-06,0.8,1.0,BUY,reentry_reclaim50_breakout20,40.21,40.21,40.21,
2021-06-18,1.0,0.6,SELL,gap_floor,46.85,53.55,40.21,50.01318712756265
2021-06-25,0.6,0.39999999999999997,SELL,two_close_floor,49.02,53.55,40.21,50.01318712756265
2021-07-02,0.39999999999999997,0.2,SELL,gap_floor,48.05,53.55,40.21,50.01318712756265
2021-08-27,0.2,0.4,BUY,reentry_reclaim50_breakout20,55.01,55.01,55.01,50.645534601719184
2021-09-27,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,57.03,57.03,57.03,
2021-10-11,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,57.89,57.89,57.89,
2021-11-01,0.8,1.0,BUY,reentry_reclaim50_breakout20,60.19,60.19,60.19,
2022-06-16,1.0,0.75,SELL,trend_crisis,49.97,64.48,60.19,
2022-06-29,0.75,0.5,SELL,trend_crisis,50.8,64.48,60.19,
2022-07-08,0.5,0.25,SELL,trend_crisis,51.47,64.48,60.19,
2022-07-15,0.25,0.2,SELL,trend_crisis,50.08,64.48,60.19,
2022-11-10,0.2,0.4,BUY,reentry_reclaim50_breakout20,60.59,60.59,60.59,
2022-11-25,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,61.08,61.08,61.08,
2022-12-12,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,63.51,63.51,63.51,
2022-12-29,0.8,1.0,BUY,reentry_reclaim50_breakout20,63.63,63.63,63.63,
2023-03-13,1.0,0.75,SELL,trend_crisis,50.07,64.55,63.63,
2023-03-20,0.75,0.5,SELL,trend_crisis,48.85,64.55,63.63,
2023-03-27,0.5,0.25,SELL,trend_crisis,47.46,64.55,63.63,
2023-04-03,0.25,0.2,SELL,trend_crisis,50.42,64.55,63.63,
2023-06-07,0.2,0.4,BUY,reentry_reclaim50_breakout20,56.73,56.73,56.73,
2023-06-30,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,57.54,57.54,57.54,
2023-07-17,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,59.1,59.1,59.1,
2023-08-02,0.8,1.0,BUY,reentry_reclaim50_breakout20,61.27,61.27,61.27,
2024-04-12,1.0,0.8,SELL,two_close_floor,73.68,78.34,61.27,74.58275
2024-04-19,0.8,0.6000000000000001,SELL,two_close_floor,74.23,78.34,61.27,74.58275
2024-05-03,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,78.48,78.48,78.48,74.58275
2024-05-17,0.8,1.0,BUY,reentry_reclaim50_breakout20,80.54,80.54,80.54,
2025-05-22,1.0,0.8,SELL,two_close_floor,82.02,87.72,80.54,82.95029100511286
2025-06-06,0.8,1.0,BUY,reentry_reclaim50_breakout20,87.34,87.34,87.34,83.17775168591841
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-11-07 1.0 0.75 SELL trend_crisis 1158.0 1453.0 1443.0
3 2007-11-15 0.75 0.5 SELL trend_crisis 1139.0 1453.0 1443.0
4 2007-11-23 0.5 0.25 SELL trend_crisis 1060.6 1453.0 1443.0
5 2007-12-03 0.25 0.2 SELL trend_crisis 1138.0 1453.0 1443.0
6 2009-05-05 0.2 0.4 BUY reentry_reclaim50_breakout20 34.6 34.6 34.6
7 2009-05-13 0.4 0.2 SELL trend_crisis 32.0 40.2 34.6
8 2010-04-07 0.2 0.4 BUY reentry_reclaim50_breakout20 39.69 39.69 39.69 48.1804
9 2010-04-22 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 43.25 43.25 43.25
10 2010-05-26 0.6000000000000001 0.3500000000000001 SELL trend_crisis 34.05 44.51 43.25
11 2010-06-04 0.3500000000000001 0.2 SELL trend_crisis 34.75 44.51 43.25
12 2010-06-21 0.2 0.4 BUY reentry_reclaim50_breakout20 38.76 38.76 38.76
13 2010-08-09 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 41.64 41.64 41.64
14 2010-09-28 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 37.32 37.32 37.32
15 2010-10-12 0.8 1.0 BUY reentry_reclaim50_breakout20 41.78 41.78 41.78
16 2011-01-19 1.0 0.8 SELL two_close_floor 51.02 61.18 41.78 54.35739232477202
17 2011-01-26 0.8 0.4 SELL gap_floor 41.61 61.18 41.78 56.6928
18 2011-02-02 0.4 0.2 SELL gap_floor 41.17 61.18 41.78 56.884
19 2012-01-10 0.2 0.4 BUY reentry_reclaim50_breakout20 25.07 25.07 25.07 59.99897558951441
20 2012-02-01 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 26.6 26.6 26.6
21 2012-02-22 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 27.67 27.67 27.67
22 2012-03-30 0.8 1.0 BUY reentry_reclaim50_breakout20 30.83 30.83 30.83
23 2012-07-06 1.0 0.8 SELL two_close_floor 31.57 34.76 30.83 32.2547415286539
24 2012-07-13 0.8 0.6000000000000001 SELL two_close_floor 31.44 34.76 30.83 32.37545119769316
25 2012-07-20 0.6000000000000001 0.20000000000000007 SELL gap_floor 31.03 34.76 30.83 32.37545119769316
26 2012-07-27 0.20000000000000007 0.2 SELL two_close_floor 31.57 34.76 30.83 32.43066074388871
27 2012-08-10 0.2 0.4 BUY reentry_reclaim50_breakout20 32.6 32.6 32.6 32.43066074388871
28 2012-09-05 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 34.81 34.81 34.81
29 2012-10-05 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 35.23 35.23 35.23
30 2013-01-02 0.8 1.0 BUY reentry_reclaim50_breakout20 36.48 36.48 36.48
31 2013-10-09 1.0 0.8 SELL two_close_floor 47.73 50.57 36.48 47.871500000000005
32 2013-11-04 0.8 0.6000000000000001 SELL two_close_floor 49.08 52.3 36.48 49.20832329264696
33 2013-11-11 0.6000000000000001 0.4000000000000001 SELL two_close_floor 48.84 52.3 36.48 49.20832329264696
34 2013-11-19 0.4000000000000001 0.20000000000000007 SELL two_close_floor 48.78 52.3 36.48 49.20832329264696
35 2013-12-04 0.20000000000000007 0.2 SELL two_close_floor 48.94 52.3 36.48 49.43532204856729
36 2013-12-19 0.2 0.4 BUY reentry_reclaim50_breakout20 50.36 50.36 50.36 49.53254776833553
37 2014-01-08 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 51.81 51.81 51.81
38 2014-04-23 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 51.64 51.64 51.64
39 2014-05-12 0.8 1.0 BUY reentry_reclaim50_breakout20 53.38 53.38 53.38
40 2014-11-18 1.0 0.8 SELL two_close_floor 53.89 56.33 53.38 54.265
41 2014-12-19 0.8 1.0 BUY reentry_reclaim50_breakout20 55.78 55.78 55.78
42 2015-08-21 1.0 0.6 SELL gap_floor 59.73 64.54 55.78 61.54750000000001
43 2015-08-28 0.6 0.39999999999999997 SELL two_close_floor 61.0 64.54 55.78 61.54750000000001
44 2015-09-04 0.39999999999999997 0.2 SELL gap_floor 58.08 64.54 55.78 61.54750000000001
45 2015-12-01 0.2 0.4 BUY reentry_reclaim50_breakout20 64.12 64.12 64.12 61.54750000000001
46 2016-02-11 0.4 0.2 SELL trend_crisis 50.52 64.12 64.12
47 2016-04-26 0.2 0.4 BUY reentry_reclaim50_breakout20 56.55 56.55 56.55
48 2016-05-18 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 56.71 56.71 56.71
49 2016-08-29 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 59.43 59.43 59.43
50 2016-10-05 0.8 1.0 BUY reentry_reclaim50_breakout20 59.9 59.9 59.9
51 2017-02-15 1.0 0.6 SELL gap_floor 60.85 67.2 59.9 64.372
52 2017-02-23 0.6 0.39999999999999997 SELL two_close_floor 64.02 67.2 59.9 64.372
53 2017-03-03 0.39999999999999997 0.2 SELL two_close_floor 64.22 67.2 59.9 64.372
54 2017-06-14 0.2 0.4 BUY reentry_reclaim50_breakout20 64.25 64.25 64.25 64.58725000000001
55 2017-07-19 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 64.19 64.19 64.19
56 2017-08-02 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 65.9 65.9 65.9
57 2018-05-03 0.8 0.55 SELL trend_crisis 51.94 66.06 65.9
58 2018-05-10 0.55 0.30000000000000004 SELL trend_crisis 52.75 66.06 65.9
59 2018-05-29 0.30000000000000004 0.2 SELL trend_crisis 52.18 66.06 65.9
60 2018-07-09 0.2 0.4 BUY reentry_reclaim50_breakout20 55.56 55.56 55.56
61 2018-10-23 0.4 0.2 SELL trend_crisis 44.18 55.56 55.56
62 2019-03-15 0.2 0.4 BUY reentry_reclaim50_breakout20 44.04 44.04 44.04
63 2019-04-04 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 44.6 44.6 44.6
64 2019-04-29 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 46.99 46.99 46.99
65 2019-05-15 0.8 1.0 BUY reentry_reclaim50_breakout20 51.85 51.85 51.85 48.606218702924764
66 2019-08-05 1.0 0.6 SELL gap_floor 52.81 57.39 51.85 54.671797871847346
67 2019-09-03 0.6 0.2 SELL gap_floor 52.4 57.39 51.85 54.671797871847346
68 2019-09-18 0.2 0.4 BUY reentry_reclaim50_breakout20 57.65 57.65 57.65 54.671797871847346
69 2020-02-24 0.4 0.2 SELL trend_crisis 45.7 57.89 57.65
70 2020-06-08 0.2 0.4 BUY reentry_reclaim50_breakout20 39.44 39.44 39.44
71 2020-06-24 0.4 0.2 SELL trend_crisis 30.3 39.44 39.44
72 2020-07-16 0.2 0.4 BUY reentry_reclaim50_breakout20 32.56 32.56 32.56
73 2020-11-02 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 32.45 32.45 32.45
74 2020-11-16 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 38.49 38.49 38.49
75 2021-01-06 0.8 1.0 BUY reentry_reclaim50_breakout20 40.21 40.21 40.21
76 2021-06-18 1.0 0.6 SELL gap_floor 46.85 53.55 40.21 50.01318712756265
77 2021-06-25 0.6 0.39999999999999997 SELL two_close_floor 49.02 53.55 40.21 50.01318712756265
78 2021-07-02 0.39999999999999997 0.2 SELL gap_floor 48.05 53.55 40.21 50.01318712756265
79 2021-08-27 0.2 0.4 BUY reentry_reclaim50_breakout20 55.01 55.01 55.01 50.645534601719184
80 2021-09-27 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 57.03 57.03 57.03
81 2021-10-11 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 57.89 57.89 57.89
82 2021-11-01 0.8 1.0 BUY reentry_reclaim50_breakout20 60.19 60.19 60.19
83 2022-06-16 1.0 0.75 SELL trend_crisis 49.97 64.48 60.19
84 2022-06-29 0.75 0.5 SELL trend_crisis 50.8 64.48 60.19
85 2022-07-08 0.5 0.25 SELL trend_crisis 51.47 64.48 60.19
86 2022-07-15 0.25 0.2 SELL trend_crisis 50.08 64.48 60.19
87 2022-11-10 0.2 0.4 BUY reentry_reclaim50_breakout20 60.59 60.59 60.59
88 2022-11-25 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 61.08 61.08 61.08
89 2022-12-12 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 63.51 63.51 63.51
90 2022-12-29 0.8 1.0 BUY reentry_reclaim50_breakout20 63.63 63.63 63.63
91 2023-03-13 1.0 0.75 SELL trend_crisis 50.07 64.55 63.63
92 2023-03-20 0.75 0.5 SELL trend_crisis 48.85 64.55 63.63
93 2023-03-27 0.5 0.25 SELL trend_crisis 47.46 64.55 63.63
94 2023-04-03 0.25 0.2 SELL trend_crisis 50.42 64.55 63.63
95 2023-06-07 0.2 0.4 BUY reentry_reclaim50_breakout20 56.73 56.73 56.73
96 2023-06-30 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 57.54 57.54 57.54
97 2023-07-17 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 59.1 59.1 59.1
98 2023-08-02 0.8 1.0 BUY reentry_reclaim50_breakout20 61.27 61.27 61.27
99 2024-04-12 1.0 0.8 SELL two_close_floor 73.68 78.34 61.27 74.58275
100 2024-04-19 0.8 0.6000000000000001 SELL two_close_floor 74.23 78.34 61.27 74.58275
101 2024-05-03 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 78.48 78.48 78.48 74.58275
102 2024-05-17 0.8 1.0 BUY reentry_reclaim50_breakout20 80.54 80.54 80.54
103 2025-05-22 1.0 0.8 SELL two_close_floor 82.02 87.72 80.54 82.95029100511286
104 2025-06-06 0.8 1.0 BUY reentry_reclaim50_breakout20 87.34 87.34 87.34 83.17775168591841
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date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-06-27,1.0,0.8,SELL,two_close_floor,3.407,3.6825,1.935,3.41627043088109
2007-07-06,0.8,0.6000000000000001,SELL,two_close_floor,3.4485,3.6825,1.935,3.461161043607875
2007-07-25,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,4.309,4.309,4.309,3.916198888146899
2007-08-31,0.8,1.0,BUY,reentry_reclaim50_breakout20,3.9955,3.9955,3.9955,
2007-10-19,1.0,0.8,SELL,two_close_floor,4.488,4.7925,3.9955,4.511668778816158
2007-10-26,0.8,0.6000000000000001,SELL,two_close_floor,4.5,5.041,3.9955,4.6310004939452485
2007-11-02,0.6000000000000001,0.25,SELL,gap_floor,4.299,5.041,3.9955,4.6310004939452485
2007-11-28,0.25,0.45,BUY,reentry_reclaim50_breakout20,4.515,4.515,4.515,4.706972411103751
2008-01-23,0.45,0.25,SELL,trend_crisis,3.6985,4.8125,4.515,
2008-04-28,0.25,0.45,BUY,reentry_reclaim50_breakout20,4.0985,4.0985,4.0985,
2008-05-19,0.45,0.65,BUY,reentry_reclaim50_breakout20,4.1145,4.1145,4.1145,
2008-06-05,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,4.2255,4.2255,4.2255,
2008-07-11,0.8500000000000001,0.6000000000000001,SELL,trend_crisis,3.427,4.2255,4.2255,
2008-07-18,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,3.456,4.2255,4.2255,
2008-09-17,0.3500000000000001,0.25,SELL,trend_crisis,3.577,4.4045,4.2255,
2009-01-30,0.25,0.45,BUY,reentry_reclaim50_breakout20,2.941,2.941,2.941,
2009-03-11,0.45,0.65,BUY,reentry_reclaim50_breakout20,3.427,3.427,3.427,
2009-04-02,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,3.817,3.817,3.817,
2009-04-23,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,4.0305,4.0305,4.0305,
2009-07-28,1.0,0.8,SELL,two_close_floor,4.249,4.6935,4.0305,4.287342965192754
2009-08-06,0.8,0.6000000000000001,SELL,two_close_floor,4.2235,4.6935,4.0305,4.287342965192754
2009-08-14,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,4.179,4.6935,4.0305,4.290742207154337
2009-08-21,0.4000000000000001,0.25,SELL,two_close_floor,4.25,4.6935,4.0305,4.330379363561608
2009-09-16,0.25,0.45,BUY,reentry_reclaim50_breakout20,4.535,4.535,4.535,4.4131374749221015
2009-10-07,0.45,0.65,BUY,reentry_reclaim50_breakout20,4.6985,4.6985,4.6985,
2009-10-23,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,5.9245,5.9245,5.9245,5.398402423404511
2009-11-06,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,6.31,6.31,6.31,
2009-12-15,1.0,0.8,SELL,two_close_floor,6.5115,7.1125,6.31,6.654439199760338
2010-01-07,0.8,0.6000000000000001,SELL,two_close_floor,6.5,7.1125,6.31,6.675647153880997
2010-01-14,0.6000000000000001,0.25,SELL,gap_floor,6.3675,7.1125,6.31,6.675647153880997
2010-04-08,0.25,0.45,BUY,reentry_reclaim50_breakout20,7.048,7.048,7.048,6.71950816839822
2010-04-22,0.45,0.65,BUY,reentry_reclaim50_breakout20,7.5045,7.5045,7.5045,
2010-06-08,0.65,0.4,SELL,trend_crisis,5.942,7.5045,7.5045,
2010-06-22,0.4,0.25,SELL,trend_crisis,6.1155,7.5045,7.5045,
2010-09-01,0.25,0.45,BUY,reentry_reclaim50_breakout20,6.6245,6.6245,6.6245,
2010-09-16,0.45,0.65,BUY,reentry_reclaim50_breakout20,7.4065,7.4065,7.4065,6.890099969403635
2010-10-05,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,8.0435,8.0435,8.0435,
2010-10-21,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,8.2485,8.2485,8.2485,
2011-01-24,1.0,0.8,SELL,two_close_floor,8.8425,9.5625,8.2485,9.01649465772095
2011-01-31,0.8,0.4,SELL,gap_floor,8.482,9.5625,8.2485,9.01649465772095
2011-02-07,0.4,0.25,SELL,two_close_floor,8.8215,9.5625,8.2485,9.01649465772095
2011-04-21,0.25,0.45,BUY,reentry_reclaim50_breakout20,9.2945,9.2945,9.2945,9.01649465772095
2011-05-10,0.45,0.65,BUY,reentry_reclaim50_breakout20,10.197,10.197,10.197,
2011-06-27,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,10.0625,10.0625,10.0625,
2011-07-27,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,11.126,11.126,11.126,
2011-08-18,1.0,0.75,SELL,trend_crisis,9.126,11.195,11.126,
2011-09-06,0.75,0.95,BUY,reentry_reclaim50_breakout20,10.809,10.809,10.809,
2011-10-14,0.95,1.0,BUY,reentry_reclaim50_breakout20,12.3355,12.3355,12.3355,
2011-11-18,1.0,0.75,SELL,trend_crisis,9.857,12.3355,12.3355,
2011-11-28,0.75,0.5,SELL,trend_crisis,9.7075,12.3355,12.3355,
2011-12-05,0.5,0.25,SELL,trend_crisis,9.812,12.3355,12.3355,
2012-03-20,0.25,0.45,BUY,reentry_reclaim50_breakout20,9.6165,9.6165,9.6165,
2012-04-27,0.45,0.65,BUY,reentry_reclaim50_breakout20,11.3425,11.3425,11.3425,10.364499092756505
2012-06-18,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,11.133,11.133,11.133,
2012-07-02,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,11.466,11.466,11.466,
2012-10-11,1.0,0.8,SELL,two_close_floor,12.211,13.084,11.466,12.294295216385272
2012-10-19,0.8,0.6000000000000001,SELL,two_close_floor,12.0,13.084,11.466,12.294295216385272
2012-10-26,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,11.912,13.084,11.466,12.294295216385272
2012-11-06,0.4000000000000001,0.25,SELL,two_close_floor,11.878,13.084,11.466,12.294295216385272
2013-01-07,0.25,0.45,BUY,reentry_reclaim50_breakout20,13.423,13.423,13.423,12.430705218527525
2013-01-24,0.45,0.65,BUY,reentry_reclaim50_breakout20,13.673,13.673,13.673,
2013-03-04,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,13.6555,13.6555,13.6555,
2013-06-07,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,13.8435,13.8435,13.8435,
2013-08-16,1.0,0.8,SELL,two_close_floor,14.241,15.6005,13.8435,14.55418647653351
2013-08-23,0.8,0.6000000000000001,SELL,two_close_floor,14.5005,15.6005,13.8435,14.694262499999999
2013-08-30,0.6000000000000001,0.25,SELL,gap_floor,14.049,15.6005,13.8435,14.770195702898508
2013-09-17,0.25,0.45,BUY,reentry_reclaim50_breakout20,15.2085,15.2085,15.2085,14.770195702898508
2013-10-01,0.45,0.65,BUY,reentry_reclaim50_breakout20,16.0475,16.0475,16.0475,
2013-10-18,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,16.4465,16.4465,16.4465,
2013-11-14,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,18.37,18.37,18.37,
2014-03-03,1.0,0.6,SELL,gap_floor,17.989,20.3525,18.37,19.12069479217412
2014-03-10,0.6,0.25,SELL,gap_floor,18.5265,20.3525,18.37,19.12069479217412
2014-07-03,0.25,0.45,BUY,reentry_reclaim50_breakout20,16.8745,16.8745,16.8745,19.65306324560632
2014-07-18,0.45,0.65,BUY,reentry_reclaim50_breakout20,17.933,17.933,17.933,
2014-08-26,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,17.0915,17.0915,17.0915,
2015-02-04,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,18.2375,18.2375,18.2375,
2015-08-24,1.0,0.6,SELL,gap_floor,23.1685,26.8505,18.2375,25.04004051205371
2015-09-17,0.6,0.8,BUY,reentry_reclaim50_breakout20,26.9435,26.9435,26.9435,25.04004051205371
2015-10-12,0.8,1.0,BUY,reentry_reclaim50_breakout20,27.5095,27.5095,27.5095,
2016-01-05,1.0,0.8,SELL,two_close_floor,31.6895,34.6985,27.5095,32.20818475574329
2016-01-12,0.8,0.4,SELL,gap_floor,30.8945,34.6985,27.5095,32.20818475574329
2016-01-20,0.4,0.25,SELL,gap_floor,28.5885,34.6985,27.5095,32.309646100322624
2016-04-15,0.25,0.45,BUY,reentry_reclaim50_breakout20,31.2945,31.2945,31.2945,33.090952185475516
2016-04-29,0.45,0.65,BUY,reentry_reclaim50_breakout20,32.9795,32.9795,32.9795,
2016-05-31,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,36.1395,36.1395,36.1395,34.01126374484231
2016-07-05,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,36.405,36.405,36.405,
2016-09-14,1.0,0.8,SELL,two_close_floor,38.0545,39.4435,36.405,38.2604125
2016-09-28,0.8,1.0,BUY,reentry_reclaim50_breakout20,41.436,41.436,41.436,39.4776625
2017-07-03,1.0,0.8,SELL,two_close_floor,47.683,50.567,41.436,48.4870375
2017-07-18,0.8,1.0,BUY,reentry_reclaim50_breakout20,51.2225,51.2225,51.2225,48.4870375
2018-02-09,1.0,0.8,SELL,two_close_floor,66.98,72.5445,51.2225,67.62551249999999
2018-02-26,0.8,1.0,BUY,reentry_reclaim50_breakout20,76.0975,76.0975,76.0975,67.62551249999999
2018-09-24,1.0,0.8,SELL,two_close_floor,96.718,101.9755,76.0975,96.75892499999999
2018-10-05,0.8,0.6000000000000001,SELL,two_close_floor,94.4825,101.9755,76.0975,96.75892499999999
2018-10-12,0.6000000000000001,0.25,SELL,gap_floor,89.4305,101.9755,76.0975,96.75892499999999
2019-03-04,0.25,0.45,BUY,reentry_reclaim50_breakout20,84.8085,84.8085,84.8085,98.22593100478043
2019-03-18,0.45,0.65,BUY,reentry_reclaim50_breakout20,87.1075,87.1075,87.1075,
2019-04-03,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,91.035,91.035,91.035,
2019-04-17,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,93.241,93.241,93.241,
2019-07-30,1.0,0.8,SELL,two_close_floor,94.9265,101.0495,93.241,96.45629547372694
2019-08-06,0.8,0.4,SELL,gap_floor,89.3915,101.0495,93.241,96.45629547372694
2019-08-29,0.4,0.25,SELL,gap_floor,89.32,101.0495,93.241,96.45629547372694
2019-12-26,0.25,0.45,BUY,reentry_reclaim50_breakout20,93.4385,93.4385,93.4385,97.74214533791607
2020-01-31,0.45,0.65,BUY,reentry_reclaim50_breakout20,100.436,100.436,100.436,
2020-02-19,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,108.511,108.511,108.511,
2020-03-12,0.8500000000000001,0.6000000000000001,SELL,trend_crisis,83.8305,108.511,108.511,
2020-04-07,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,100.58,100.58,100.58,
2020-04-24,0.8,1.0,BUY,reentry_reclaim50_breakout20,120.511,120.511,120.511,109.23824003103172
2020-09-09,1.0,0.8,SELL,two_close_floor,163.4305,176.5725,120.511,163.678973350528
2020-09-16,0.8,0.4,SELL,gap_floor,153.905,176.5725,120.511,163.678973350528
2020-09-23,0.4,0.25,SELL,gap_floor,149.993,176.5725,120.511,163.678973350528
2020-10-09,0.25,0.45,BUY,reentry_reclaim50_breakout20,164.3325,164.3325,164.3325,163.678973350528
2020-12-16,0.45,0.65,BUY,reentry_reclaim50_breakout20,162.048,162.048,162.048,
2021-01-26,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,166.3065,166.3065,166.3065,
2021-04-26,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,170.45,170.45,170.45,
2021-08-05,1.0,0.6,SELL,gap_floor,168.7995,186.5705,170.45,175.82526591632288
2021-08-12,0.6,0.25,SELL,gap_floor,165.175,186.5705,170.45,176.1815759912832
2021-08-31,0.25,0.45,BUY,reentry_reclaim50_breakout20,173.5395,173.5395,173.5395,178.35772893212402
2021-11-04,0.45,0.65,BUY,reentry_reclaim50_breakout20,173.85,173.85,173.85,
2021-11-18,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,184.803,184.803,184.803,
2022-01-21,0.8500000000000001,0.6000000000000001,SELL,trend_crisis,142.643,184.803,184.803,
2022-01-28,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,143.978,184.803,184.803,
2022-02-22,0.3500000000000001,0.25,SELL,trend_crisis,150.1975,184.803,184.803,
2022-08-03,0.25,0.45,BUY,reentry_reclaim50_breakout20,139.52,139.52,139.52,
2022-09-21,0.45,0.25,SELL,trend_crisis,118.54,144.78,139.52,
2023-03-21,0.25,0.45,BUY,reentry_reclaim50_breakout20,100.61,100.61,100.61,
2023-04-04,0.45,0.65,BUY,reentry_reclaim50_breakout20,103.95,103.95,103.95,
2023-04-19,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,104.3,104.3,104.3,
2023-05-10,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,110.19,110.19,110.19,
2023-09-21,1.0,0.6,SELL,gap_floor,129.33,144.85,110.19,134.76960112861923
2023-09-28,0.6,0.25,SELL,gap_floor,125.98,144.85,110.19,134.76960112861923
2023-11-20,0.25,0.45,BUY,reentry_reclaim50_breakout20,146.13,146.13,146.13,135.22316374623898
2023-12-13,0.45,0.65,BUY,reentry_reclaim50_breakout20,148.84,148.84,148.84,
2024-01-11,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,155.18,155.18,155.18,
2024-01-26,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,159.12,159.12,159.12,
2024-04-22,1.0,0.8,SELL,two_close_floor,177.23,189.05,159.12,177.53198650347335
2024-05-09,0.8,1.0,BUY,reentry_reclaim50_breakout20,189.5,189.5,189.5,177.53198650347335
2024-08-05,1.0,0.75,SELL,trend_crisis,161.02,200.0,189.5,
2024-10-29,0.75,0.95,BUY,reentry_reclaim50_breakout20,190.83,190.83,190.83,
2024-11-13,0.95,1.0,BUY,reentry_reclaim50_breakout20,214.1,214.1,214.1,198.35937610872108
2025-02-21,1.0,0.8,SELL,two_close_floor,216.58,242.06,214.1,224.5919446531252
2025-02-28,0.8,0.4,SELL,gap_floor,212.28,242.06,214.1,225.06110524795884
2025-03-07,0.4,0.25,SELL,gap_floor,199.25,242.06,214.1,226.2755746976817
2025-06-06,0.25,0.45,BUY,reentry_reclaim50_breakout20,213.57,213.57,213.57,228.57916126218208
2025-06-27,0.45,0.65,BUY,reentry_reclaim50_breakout20,223.3,223.3,223.3,
2025-07-14,0.65,0.8500000000000001,BUY,reentry_reclaim50_breakout20,225.69,225.69,225.69,
2025-07-28,0.8500000000000001,1.0,BUY,reentry_reclaim50_breakout20,232.79,232.79,232.79,
2025-12-17,1.0,0.6,SELL,gap_floor,221.27,254.0,232.79,241.1820653060394
2025-12-24,0.6,0.25,SELL,gap_floor,232.38,254.0,232.79,241.1820653060394
2026-01-09,0.25,0.45,BUY,reentry_reclaim50_breakout20,247.38,247.38,247.38,241.74656339882227
2026-02-12,0.45,0.25,SELL,trend_crisis,199.6,247.38,247.38,
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-06-27 1.0 0.8 SELL two_close_floor 3.407 3.6825 1.935 3.41627043088109
3 2007-07-06 0.8 0.6000000000000001 SELL two_close_floor 3.4485 3.6825 1.935 3.461161043607875
4 2007-07-25 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 4.309 4.309 4.309 3.916198888146899
5 2007-08-31 0.8 1.0 BUY reentry_reclaim50_breakout20 3.9955 3.9955 3.9955
6 2007-10-19 1.0 0.8 SELL two_close_floor 4.488 4.7925 3.9955 4.511668778816158
7 2007-10-26 0.8 0.6000000000000001 SELL two_close_floor 4.5 5.041 3.9955 4.6310004939452485
8 2007-11-02 0.6000000000000001 0.25 SELL gap_floor 4.299 5.041 3.9955 4.6310004939452485
9 2007-11-28 0.25 0.45 BUY reentry_reclaim50_breakout20 4.515 4.515 4.515 4.706972411103751
10 2008-01-23 0.45 0.25 SELL trend_crisis 3.6985 4.8125 4.515
11 2008-04-28 0.25 0.45 BUY reentry_reclaim50_breakout20 4.0985 4.0985 4.0985
12 2008-05-19 0.45 0.65 BUY reentry_reclaim50_breakout20 4.1145 4.1145 4.1145
13 2008-06-05 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 4.2255 4.2255 4.2255
14 2008-07-11 0.8500000000000001 0.6000000000000001 SELL trend_crisis 3.427 4.2255 4.2255
15 2008-07-18 0.6000000000000001 0.3500000000000001 SELL trend_crisis 3.456 4.2255 4.2255
16 2008-09-17 0.3500000000000001 0.25 SELL trend_crisis 3.577 4.4045 4.2255
17 2009-01-30 0.25 0.45 BUY reentry_reclaim50_breakout20 2.941 2.941 2.941
18 2009-03-11 0.45 0.65 BUY reentry_reclaim50_breakout20 3.427 3.427 3.427
19 2009-04-02 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 3.817 3.817 3.817
20 2009-04-23 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 4.0305 4.0305 4.0305
21 2009-07-28 1.0 0.8 SELL two_close_floor 4.249 4.6935 4.0305 4.287342965192754
22 2009-08-06 0.8 0.6000000000000001 SELL two_close_floor 4.2235 4.6935 4.0305 4.287342965192754
23 2009-08-14 0.6000000000000001 0.4000000000000001 SELL two_close_floor 4.179 4.6935 4.0305 4.290742207154337
24 2009-08-21 0.4000000000000001 0.25 SELL two_close_floor 4.25 4.6935 4.0305 4.330379363561608
25 2009-09-16 0.25 0.45 BUY reentry_reclaim50_breakout20 4.535 4.535 4.535 4.4131374749221015
26 2009-10-07 0.45 0.65 BUY reentry_reclaim50_breakout20 4.6985 4.6985 4.6985
27 2009-10-23 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 5.9245 5.9245 5.9245 5.398402423404511
28 2009-11-06 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 6.31 6.31 6.31
29 2009-12-15 1.0 0.8 SELL two_close_floor 6.5115 7.1125 6.31 6.654439199760338
30 2010-01-07 0.8 0.6000000000000001 SELL two_close_floor 6.5 7.1125 6.31 6.675647153880997
31 2010-01-14 0.6000000000000001 0.25 SELL gap_floor 6.3675 7.1125 6.31 6.675647153880997
32 2010-04-08 0.25 0.45 BUY reentry_reclaim50_breakout20 7.048 7.048 7.048 6.71950816839822
33 2010-04-22 0.45 0.65 BUY reentry_reclaim50_breakout20 7.5045 7.5045 7.5045
34 2010-06-08 0.65 0.4 SELL trend_crisis 5.942 7.5045 7.5045
35 2010-06-22 0.4 0.25 SELL trend_crisis 6.1155 7.5045 7.5045
36 2010-09-01 0.25 0.45 BUY reentry_reclaim50_breakout20 6.6245 6.6245 6.6245
37 2010-09-16 0.45 0.65 BUY reentry_reclaim50_breakout20 7.4065 7.4065 7.4065 6.890099969403635
38 2010-10-05 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 8.0435 8.0435 8.0435
39 2010-10-21 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 8.2485 8.2485 8.2485
40 2011-01-24 1.0 0.8 SELL two_close_floor 8.8425 9.5625 8.2485 9.01649465772095
41 2011-01-31 0.8 0.4 SELL gap_floor 8.482 9.5625 8.2485 9.01649465772095
42 2011-02-07 0.4 0.25 SELL two_close_floor 8.8215 9.5625 8.2485 9.01649465772095
43 2011-04-21 0.25 0.45 BUY reentry_reclaim50_breakout20 9.2945 9.2945 9.2945 9.01649465772095
44 2011-05-10 0.45 0.65 BUY reentry_reclaim50_breakout20 10.197 10.197 10.197
45 2011-06-27 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 10.0625 10.0625 10.0625
46 2011-07-27 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 11.126 11.126 11.126
47 2011-08-18 1.0 0.75 SELL trend_crisis 9.126 11.195 11.126
48 2011-09-06 0.75 0.95 BUY reentry_reclaim50_breakout20 10.809 10.809 10.809
49 2011-10-14 0.95 1.0 BUY reentry_reclaim50_breakout20 12.3355 12.3355 12.3355
50 2011-11-18 1.0 0.75 SELL trend_crisis 9.857 12.3355 12.3355
51 2011-11-28 0.75 0.5 SELL trend_crisis 9.7075 12.3355 12.3355
52 2011-12-05 0.5 0.25 SELL trend_crisis 9.812 12.3355 12.3355
53 2012-03-20 0.25 0.45 BUY reentry_reclaim50_breakout20 9.6165 9.6165 9.6165
54 2012-04-27 0.45 0.65 BUY reentry_reclaim50_breakout20 11.3425 11.3425 11.3425 10.364499092756505
55 2012-06-18 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 11.133 11.133 11.133
56 2012-07-02 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 11.466 11.466 11.466
57 2012-10-11 1.0 0.8 SELL two_close_floor 12.211 13.084 11.466 12.294295216385272
58 2012-10-19 0.8 0.6000000000000001 SELL two_close_floor 12.0 13.084 11.466 12.294295216385272
59 2012-10-26 0.6000000000000001 0.4000000000000001 SELL two_close_floor 11.912 13.084 11.466 12.294295216385272
60 2012-11-06 0.4000000000000001 0.25 SELL two_close_floor 11.878 13.084 11.466 12.294295216385272
61 2013-01-07 0.25 0.45 BUY reentry_reclaim50_breakout20 13.423 13.423 13.423 12.430705218527525
62 2013-01-24 0.45 0.65 BUY reentry_reclaim50_breakout20 13.673 13.673 13.673
63 2013-03-04 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 13.6555 13.6555 13.6555
64 2013-06-07 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 13.8435 13.8435 13.8435
65 2013-08-16 1.0 0.8 SELL two_close_floor 14.241 15.6005 13.8435 14.55418647653351
66 2013-08-23 0.8 0.6000000000000001 SELL two_close_floor 14.5005 15.6005 13.8435 14.694262499999999
67 2013-08-30 0.6000000000000001 0.25 SELL gap_floor 14.049 15.6005 13.8435 14.770195702898508
68 2013-09-17 0.25 0.45 BUY reentry_reclaim50_breakout20 15.2085 15.2085 15.2085 14.770195702898508
69 2013-10-01 0.45 0.65 BUY reentry_reclaim50_breakout20 16.0475 16.0475 16.0475
70 2013-10-18 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 16.4465 16.4465 16.4465
71 2013-11-14 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 18.37 18.37 18.37
72 2014-03-03 1.0 0.6 SELL gap_floor 17.989 20.3525 18.37 19.12069479217412
73 2014-03-10 0.6 0.25 SELL gap_floor 18.5265 20.3525 18.37 19.12069479217412
74 2014-07-03 0.25 0.45 BUY reentry_reclaim50_breakout20 16.8745 16.8745 16.8745 19.65306324560632
75 2014-07-18 0.45 0.65 BUY reentry_reclaim50_breakout20 17.933 17.933 17.933
76 2014-08-26 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 17.0915 17.0915 17.0915
77 2015-02-04 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 18.2375 18.2375 18.2375
78 2015-08-24 1.0 0.6 SELL gap_floor 23.1685 26.8505 18.2375 25.04004051205371
79 2015-09-17 0.6 0.8 BUY reentry_reclaim50_breakout20 26.9435 26.9435 26.9435 25.04004051205371
80 2015-10-12 0.8 1.0 BUY reentry_reclaim50_breakout20 27.5095 27.5095 27.5095
81 2016-01-05 1.0 0.8 SELL two_close_floor 31.6895 34.6985 27.5095 32.20818475574329
82 2016-01-12 0.8 0.4 SELL gap_floor 30.8945 34.6985 27.5095 32.20818475574329
83 2016-01-20 0.4 0.25 SELL gap_floor 28.5885 34.6985 27.5095 32.309646100322624
84 2016-04-15 0.25 0.45 BUY reentry_reclaim50_breakout20 31.2945 31.2945 31.2945 33.090952185475516
85 2016-04-29 0.45 0.65 BUY reentry_reclaim50_breakout20 32.9795 32.9795 32.9795
86 2016-05-31 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 36.1395 36.1395 36.1395 34.01126374484231
87 2016-07-05 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 36.405 36.405 36.405
88 2016-09-14 1.0 0.8 SELL two_close_floor 38.0545 39.4435 36.405 38.2604125
89 2016-09-28 0.8 1.0 BUY reentry_reclaim50_breakout20 41.436 41.436 41.436 39.4776625
90 2017-07-03 1.0 0.8 SELL two_close_floor 47.683 50.567 41.436 48.4870375
91 2017-07-18 0.8 1.0 BUY reentry_reclaim50_breakout20 51.2225 51.2225 51.2225 48.4870375
92 2018-02-09 1.0 0.8 SELL two_close_floor 66.98 72.5445 51.2225 67.62551249999999
93 2018-02-26 0.8 1.0 BUY reentry_reclaim50_breakout20 76.0975 76.0975 76.0975 67.62551249999999
94 2018-09-24 1.0 0.8 SELL two_close_floor 96.718 101.9755 76.0975 96.75892499999999
95 2018-10-05 0.8 0.6000000000000001 SELL two_close_floor 94.4825 101.9755 76.0975 96.75892499999999
96 2018-10-12 0.6000000000000001 0.25 SELL gap_floor 89.4305 101.9755 76.0975 96.75892499999999
97 2019-03-04 0.25 0.45 BUY reentry_reclaim50_breakout20 84.8085 84.8085 84.8085 98.22593100478043
98 2019-03-18 0.45 0.65 BUY reentry_reclaim50_breakout20 87.1075 87.1075 87.1075
99 2019-04-03 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 91.035 91.035 91.035
100 2019-04-17 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 93.241 93.241 93.241
101 2019-07-30 1.0 0.8 SELL two_close_floor 94.9265 101.0495 93.241 96.45629547372694
102 2019-08-06 0.8 0.4 SELL gap_floor 89.3915 101.0495 93.241 96.45629547372694
103 2019-08-29 0.4 0.25 SELL gap_floor 89.32 101.0495 93.241 96.45629547372694
104 2019-12-26 0.25 0.45 BUY reentry_reclaim50_breakout20 93.4385 93.4385 93.4385 97.74214533791607
105 2020-01-31 0.45 0.65 BUY reentry_reclaim50_breakout20 100.436 100.436 100.436
106 2020-02-19 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 108.511 108.511 108.511
107 2020-03-12 0.8500000000000001 0.6000000000000001 SELL trend_crisis 83.8305 108.511 108.511
108 2020-04-07 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 100.58 100.58 100.58
109 2020-04-24 0.8 1.0 BUY reentry_reclaim50_breakout20 120.511 120.511 120.511 109.23824003103172
110 2020-09-09 1.0 0.8 SELL two_close_floor 163.4305 176.5725 120.511 163.678973350528
111 2020-09-16 0.8 0.4 SELL gap_floor 153.905 176.5725 120.511 163.678973350528
112 2020-09-23 0.4 0.25 SELL gap_floor 149.993 176.5725 120.511 163.678973350528
113 2020-10-09 0.25 0.45 BUY reentry_reclaim50_breakout20 164.3325 164.3325 164.3325 163.678973350528
114 2020-12-16 0.45 0.65 BUY reentry_reclaim50_breakout20 162.048 162.048 162.048
115 2021-01-26 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 166.3065 166.3065 166.3065
116 2021-04-26 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 170.45 170.45 170.45
117 2021-08-05 1.0 0.6 SELL gap_floor 168.7995 186.5705 170.45 175.82526591632288
118 2021-08-12 0.6 0.25 SELL gap_floor 165.175 186.5705 170.45 176.1815759912832
119 2021-08-31 0.25 0.45 BUY reentry_reclaim50_breakout20 173.5395 173.5395 173.5395 178.35772893212402
120 2021-11-04 0.45 0.65 BUY reentry_reclaim50_breakout20 173.85 173.85 173.85
121 2021-11-18 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 184.803 184.803 184.803
122 2022-01-21 0.8500000000000001 0.6000000000000001 SELL trend_crisis 142.643 184.803 184.803
123 2022-01-28 0.6000000000000001 0.3500000000000001 SELL trend_crisis 143.978 184.803 184.803
124 2022-02-22 0.3500000000000001 0.25 SELL trend_crisis 150.1975 184.803 184.803
125 2022-08-03 0.25 0.45 BUY reentry_reclaim50_breakout20 139.52 139.52 139.52
126 2022-09-21 0.45 0.25 SELL trend_crisis 118.54 144.78 139.52
127 2023-03-21 0.25 0.45 BUY reentry_reclaim50_breakout20 100.61 100.61 100.61
128 2023-04-04 0.45 0.65 BUY reentry_reclaim50_breakout20 103.95 103.95 103.95
129 2023-04-19 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 104.3 104.3 104.3
130 2023-05-10 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 110.19 110.19 110.19
131 2023-09-21 1.0 0.6 SELL gap_floor 129.33 144.85 110.19 134.76960112861923
132 2023-09-28 0.6 0.25 SELL gap_floor 125.98 144.85 110.19 134.76960112861923
133 2023-11-20 0.25 0.45 BUY reentry_reclaim50_breakout20 146.13 146.13 146.13 135.22316374623898
134 2023-12-13 0.45 0.65 BUY reentry_reclaim50_breakout20 148.84 148.84 148.84
135 2024-01-11 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 155.18 155.18 155.18
136 2024-01-26 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 159.12 159.12 159.12
137 2024-04-22 1.0 0.8 SELL two_close_floor 177.23 189.05 159.12 177.53198650347335
138 2024-05-09 0.8 1.0 BUY reentry_reclaim50_breakout20 189.5 189.5 189.5 177.53198650347335
139 2024-08-05 1.0 0.75 SELL trend_crisis 161.02 200.0 189.5
140 2024-10-29 0.75 0.95 BUY reentry_reclaim50_breakout20 190.83 190.83 190.83
141 2024-11-13 0.95 1.0 BUY reentry_reclaim50_breakout20 214.1 214.1 214.1 198.35937610872108
142 2025-02-21 1.0 0.8 SELL two_close_floor 216.58 242.06 214.1 224.5919446531252
143 2025-02-28 0.8 0.4 SELL gap_floor 212.28 242.06 214.1 225.06110524795884
144 2025-03-07 0.4 0.25 SELL gap_floor 199.25 242.06 214.1 226.2755746976817
145 2025-06-06 0.25 0.45 BUY reentry_reclaim50_breakout20 213.57 213.57 213.57 228.57916126218208
146 2025-06-27 0.45 0.65 BUY reentry_reclaim50_breakout20 223.3 223.3 223.3
147 2025-07-14 0.65 0.8500000000000001 BUY reentry_reclaim50_breakout20 225.69 225.69 225.69
148 2025-07-28 0.8500000000000001 1.0 BUY reentry_reclaim50_breakout20 232.79 232.79 232.79
149 2025-12-17 1.0 0.6 SELL gap_floor 221.27 254.0 232.79 241.1820653060394
150 2025-12-24 0.6 0.25 SELL gap_floor 232.38 254.0 232.79 241.1820653060394
151 2026-01-09 0.25 0.45 BUY reentry_reclaim50_breakout20 247.38 247.38 247.38 241.74656339882227
152 2026-02-12 0.45 0.25 SELL trend_crisis 199.6 247.38 247.38
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date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-10-26,1.0,0.8,SELL,two_close_floor,0.86,0.9885,0.6013,0.8910205320698302
2007-11-09,0.8,0.6000000000000001,SELL,two_close_floor,0.834,0.9885,0.6013,0.8910205320698302
2007-11-16,0.6000000000000001,0.20000000000000007,SELL,gap_floor,0.8113,0.9885,0.6013,0.8969296271330517
2007-11-26,0.20000000000000007,0.2,SELL,gap_floor,0.738,0.9885,0.6013,0.913908
2008-05-30,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.6175,0.6175,0.6175,0.9536760000000001
2008-06-23,0.4,0.2,SELL,trend_crisis,0.4838,0.6213,0.6175,
2009-02-05,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.234,0.234,0.234,
2009-02-19,0.4,0.2,SELL,trend_crisis,0.1855,0.2468,0.234,
2009-03-12,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.2462,0.2462,0.2462,
2009-03-26,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,0.264,0.264,0.264,
2009-04-09,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,0.301,0.301,0.301,
2009-05-04,0.8,1.0,BUY,reentry_reclaim50_breakout20,0.3075,0.3075,0.3075,
2009-05-08,1.0,0.75,SELL,trend_crisis,0.2312,0.3075,0.3075,
2009-05-15,0.75,0.5,SELL,trend_crisis,0.2185,0.3075,0.3075,
2009-06-09,0.5,0.7,BUY,reentry_reclaim50_breakout20,0.284,0.284,0.284,
2009-07-23,0.7,0.8999999999999999,BUY,reentry_reclaim50_breakout20,0.325,0.325,0.325,
2009-08-07,0.8999999999999999,1.0,BUY,reentry_reclaim50_breakout20,0.3428,0.3428,0.3428,
2009-09-25,1.0,0.8,SELL,two_close_floor,0.3625,0.4118,0.3428,0.37237437277803126
2009-10-02,0.8,0.4,SELL,gap_floor,0.3462,0.4118,0.3428,0.3761662160138441
2009-10-09,0.4,0.2,SELL,gap_floor,0.3542,0.4118,0.3428,0.3773393764331314
2009-12-21,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.4355,0.4355,0.4355,0.39060316126577604
2010-01-06,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,0.472,0.472,0.472,
2010-02-16,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,0.4418,0.4418,0.4418,
2010-03-17,0.8,1.0,BUY,reentry_reclaim50_breakout20,0.4525,0.4525,0.4525,
2010-05-07,1.0,0.75,SELL,trend_crisis,0.349,0.4525,0.4525,
2010-05-14,0.75,0.5,SELL,trend_crisis,0.324,0.4525,0.4525,
2010-05-21,0.5,0.25,SELL,trend_crisis,0.3183,0.4525,0.4525,
2010-05-28,0.25,0.2,SELL,trend_crisis,0.3285,0.4525,0.4525,
2010-10-27,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.301,0.301,0.301,
2010-11-10,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,0.3185,0.3185,0.3185,
2010-11-24,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,0.3442,0.3442,0.3442,
2010-12-31,0.8,1.0,BUY,reentry_reclaim50_breakout20,0.385,0.385,0.385,0.35785331995164527
2011-03-02,1.0,0.6,SELL,gap_floor,0.5188,0.642,0.385,0.576215189097968
2011-03-09,0.6,0.2,SELL,gap_floor,0.4785,0.642,0.385,0.5879840000000001
2011-11-30,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.3908,0.3908,0.3908,0.621424
2012-02-08,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,0.4078,0.4078,0.4078,
2012-03-30,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,0.385,0.385,0.385,
2012-06-01,0.8,0.55,SELL,trend_crisis,0.2995,0.385,0.385,
2012-08-03,0.55,0.75,BUY,reentry_reclaim50_breakout20,0.343,0.343,0.343,
2012-11-14,0.75,0.5,SELL,trend_crisis,0.2885,0.3703,0.343,
2013-02-06,0.5,0.2,SELL,gap_floor,0.3085,0.3703,0.343,0.3544516106044989
2013-03-05,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.32,0.32,0.32,
2013-03-28,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,0.3208,0.3208,0.3208,
2013-04-12,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,0.3273,0.3273,0.3273,
2013-04-29,0.8,1.0,BUY,reentry_reclaim50_breakout20,0.3393,0.3393,0.3393,
2013-11-05,1.0,0.8,SELL,two_close_floor,0.37,0.4,0.3393,0.3792975
2013-12-13,0.8,0.6000000000000001,SELL,two_close_floor,0.3755,0.4055,0.3393,0.3792975
2014-01-07,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,0.4035,0.4035,0.4035,0.381759232962119
2014-02-11,0.8,1.0,BUY,reentry_reclaim50_breakout20,0.4062,0.4062,0.4062,
2014-06-27,1.0,0.8,SELL,two_close_floor,0.4595,0.4902,0.4062,0.4635765665099177
2014-07-23,0.8,0.6000000000000001,SELL,two_close_floor,0.452,0.4902,0.4062,0.4635765665099177
2014-07-30,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,0.452,0.4902,0.4062,0.4635765665099177
2014-08-06,0.4000000000000001,0.2,SELL,gap_floor,0.441,0.4902,0.4062,0.4635765665099177
2014-09-04,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.5008,0.5008,0.5008,0.4672480154528231
2014-11-20,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,0.5085,0.5085,0.5085,
2015-01-23,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,0.5178,0.5178,0.5178,
2015-02-10,0.8,1.0,BUY,reentry_reclaim50_breakout20,0.5238,0.5238,0.5238,
2015-03-25,1.0,0.6,SELL,gap_floor,0.526,0.5868,0.5238,0.5486586690287955
2015-04-01,0.6,0.2,SELL,gap_floor,0.5253,0.5868,0.5238,0.5486586690287955
2015-09-16,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.5775,0.5775,0.5775,
2015-09-30,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,0.6162,0.6162,0.6162,
2015-10-14,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,0.684,0.684,0.684,
2015-10-28,0.8,1.0,BUY,reentry_reclaim50_breakout20,0.7168,0.7168,0.7168,
2016-01-07,1.0,0.6,SELL,gap_floor,0.757,0.8438,0.7168,0.7864016575014962
2016-01-14,0.6,0.2,SELL,gap_floor,0.7168,0.8438,0.7168,0.7886174869374574
2016-03-23,0.2,0.4,BUY,reentry_reclaim50_breakout20,0.8608,0.8608,0.8608,0.7949334462951303
2016-04-13,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,0.9185,0.9185,0.9185,
2016-04-27,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,0.9328,0.9328,0.9328,
2016-05-13,0.8,1.0,BUY,reentry_reclaim50_breakout20,1.0245,1.0245,1.0245,
2017-01-03,1.0,0.8,SELL,two_close_floor,2.5502,2.933,1.0245,2.6770342337266313
2017-01-11,0.8,0.6000000000000001,SELL,two_close_floor,2.629,2.933,1.0245,2.6770342337266313
2017-01-19,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,2.629,2.933,1.0245,2.6770342337266313
2017-02-02,0.4000000000000001,0.6000000000000001,BUY,reentry_reclaim50_breakout20,2.8848,2.8848,2.8848,2.70782
2017-05-16,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,3.4202,3.4202,3.4202,3.139793507151344
2017-06-05,0.8,1.0,BUY,reentry_reclaim50_breakout20,3.7002,3.7002,3.7002,
2017-09-26,1.0,0.8,SELL,two_close_floor,4.299,4.6888,3.7002,4.322628591770932
2017-10-10,0.8,1.0,BUY,reentry_reclaim50_breakout20,4.7232,4.7232,4.7232,4.322628591770932
2017-11-30,1.0,0.8,SELL,two_close_floor,5.0178,5.424,4.7232,5.024979378938569
2017-12-07,0.8,0.6000000000000001,SELL,two_close_floor,4.7998,5.424,4.7232,5.024979378938569
2017-12-14,0.6000000000000001,0.20000000000000007,SELL,gap_floor,4.6618,5.424,4.7232,5.024979378938569
2017-12-21,0.20000000000000007,0.2,SELL,two_close_floor,4.8972,5.424,4.7232,5.024979378938569
2018-01-08,0.2,0.4,BUY,reentry_reclaim50_breakout20,5.55,5.55,5.55,5.105799846758724
2018-01-23,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,5.9728,5.9728,5.9728,
2018-02-20,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,6.227,6.227,6.227,
2018-03-12,0.8,1.0,BUY,reentry_reclaim50_breakout20,6.244,6.244,6.244,
2018-10-10,1.0,0.6,SELL,gap_floor,6.1423,7.234,6.244,6.6620933369030375
2018-10-17,0.6,0.2,SELL,gap_floor,6.0765,7.234,6.244,6.703650948275964
2019-03-11,0.2,0.4,BUY,reentry_reclaim50_breakout20,4.0285,4.0285,4.0285,7.039744
2019-04-03,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,4.7155,4.7155,4.7155,4.3004028097480935
2019-05-23,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,3.683,4.8025,4.7155,
2019-05-31,0.3500000000000001,0.2,SELL,trend_crisis,3.3865,4.8025,4.7155,
2019-09-05,0.2,0.4,BUY,reentry_reclaim50_breakout20,4.4935,4.4935,4.4935,
2019-10-11,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,4.6498,4.6498,4.6498,
2019-10-25,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,5.1135,5.1135,5.1135,
2019-11-18,0.8,1.0,BUY,reentry_reclaim50_breakout20,5.307,5.307,5.307,
2020-02-25,1.0,0.6,SELL,gap_floor,6.5513,7.8675,5.307,7.140197137657241
2020-03-03,0.6,0.39999999999999997,SELL,two_close_floor,6.6472,7.8675,5.307,7.159155045082413
2020-03-10,0.39999999999999997,0.2,SELL,two_close_floor,6.527,7.8675,5.307,7.159155045082413
2020-04-14,0.2,0.4,BUY,reentry_reclaim50_breakout20,7.0988,7.0988,7.0988,7.159155045082413
2020-04-29,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,7.4615,7.4615,7.4615,
2020-05-15,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,8.4908,8.4908,8.4908,
2020-06-09,0.8,1.0,BUY,reentry_reclaim50_breakout20,9.046,9.046,9.046,
2020-09-08,1.0,0.6,SELL,gap_floor,11.913,14.3465,9.046,12.927583447295198
2020-09-17,0.6,0.39999999999999997,SELL,two_close_floor,12.4635,14.3465,9.046,12.927583447295198
2020-09-24,0.39999999999999997,0.2,SELL,two_close_floor,12.348,14.3465,9.046,12.927583447295198
2020-10-12,0.2,0.4,BUY,reentry_reclaim50_breakout20,14.226,14.226,14.226,12.927583447295198
2020-11-06,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,14.562,14.562,14.562,
2021-02-08,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,14.4388,14.4388,14.4388,
2021-03-08,0.8,0.55,SELL,trend_crisis,11.5933,15.3302,14.4388,
2021-04-09,0.55,0.75,BUY,reentry_reclaim50_breakout20,14.4,14.4,14.4,
2021-05-24,0.75,0.95,BUY,reentry_reclaim50_breakout20,15.612,15.612,15.612,
2021-06-11,0.95,1.0,BUY,reentry_reclaim50_breakout20,17.8252,17.8252,17.8252,16.395157160048402
2021-07-16,1.0,0.6,SELL,gap_floor,18.161,20.6985,17.8252,19.091222206485384
2021-08-05,0.6,0.8,BUY,reentry_reclaim50_breakout20,20.637,20.637,20.637,19.091222206485384
2021-08-20,0.8,1.0,BUY,reentry_reclaim50_breakout20,20.816,20.816,20.816,
2021-12-14,1.0,0.8,SELL,two_close_floor,28.337,33.376,20.816,29.054708714422553
2021-12-21,0.8,0.6000000000000001,SELL,two_close_floor,29.075,33.376,20.816,29.267055257684987
2022-01-05,0.6000000000000001,0.20000000000000007,SELL,gap_floor,27.604,33.376,20.816,30.09571366931681
2022-01-12,0.20000000000000007,0.2,SELL,gap_floor,27.999,33.376,20.816,30.235301077223397
2022-11-30,0.2,0.4,BUY,reentry_reclaim50_breakout20,16.923,16.923,16.923,32.45256
2022-12-28,0.4,0.2,SELL,trend_crisis,14.036,18.072,16.923,
2023-01-17,0.2,0.4,BUY,reentry_reclaim50_breakout20,17.702,17.702,17.702,
2023-02-01,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,20.943,20.943,20.943,
2023-02-23,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,23.664,23.664,23.664,
2023-03-15,0.8,1.0,BUY,reentry_reclaim50_breakout20,24.228,24.228,24.228,
2023-08-10,1.0,0.8,SELL,two_close_floor,42.388,47.494,24.228,43.42879738969553
2023-08-17,0.8,0.6000000000000001,SELL,two_close_floor,43.344,47.494,24.228,43.83555761861384
2023-08-31,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,49.355,49.355,49.355,43.83555761861384
2024-01-08,0.8,1.0,BUY,reentry_reclaim50_breakout20,52.253,52.253,52.253,
2024-04-18,1.0,0.8,SELL,two_close_floor,84.671,95.002,52.253,86.06034201125351
2024-04-25,0.8,0.6000000000000001,SELL,two_close_floor,82.632,95.002,52.253,87.50112327181802
2024-05-02,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,85.817,95.002,52.253,87.50112327181802
2024-05-20,0.4000000000000001,0.6000000000000001,BUY,reentry_reclaim50_breakout20,94.78,94.78,94.78,87.50112327181802
2024-06-04,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,116.437,116.437,116.437,104.63994098210668
2024-06-18,0.8,1.0,BUY,reentry_reclaim50_breakout20,135.58,135.58,135.58,
2025-03-03,1.0,0.75,SELL,trend_crisis,114.06,149.43,135.58,
2025-03-10,0.75,0.5,SELL,trend_crisis,106.98,149.43,135.58,
2025-03-18,0.5,0.25,SELL,trend_crisis,115.43,149.43,135.58,
2025-03-26,0.25,0.2,SELL,trend_crisis,113.76,149.43,135.58,
2025-05-29,0.2,0.4,BUY,reentry_reclaim50_breakout20,139.19,139.19,139.19,
2025-06-12,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,145.0,145.0,145.0,
2025-06-27,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,157.75,157.75,157.75,
2025-07-15,0.8,1.0,BUY,reentry_reclaim50_breakout20,170.7,170.7,170.7,
2025-11-19,1.0,0.8,SELL,two_close_floor,186.52,207.04,170.7,186.5533638888371
2025-11-26,0.8,0.6000000000000001,SELL,two_close_floor,180.26,207.04,170.7,186.5533638888371
2025-12-04,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,183.38,207.04,170.7,186.5533638888371
2025-12-11,0.4000000000000001,0.20000000000000007,SELL,two_close_floor,180.93,207.04,170.7,186.99865781019514
2025-12-18,0.20000000000000007,0.2,SELL,gap_floor,174.14,207.04,170.7,190.94876422089646
2026-02-24,0.2,0.4,BUY,reentry_reclaim50_breakout20,192.85,192.85,192.85,192.93552433332704
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-10-26 1.0 0.8 SELL two_close_floor 0.86 0.9885 0.6013 0.8910205320698302
3 2007-11-09 0.8 0.6000000000000001 SELL two_close_floor 0.834 0.9885 0.6013 0.8910205320698302
4 2007-11-16 0.6000000000000001 0.20000000000000007 SELL gap_floor 0.8113 0.9885 0.6013 0.8969296271330517
5 2007-11-26 0.20000000000000007 0.2 SELL gap_floor 0.738 0.9885 0.6013 0.913908
6 2008-05-30 0.2 0.4 BUY reentry_reclaim50_breakout20 0.6175 0.6175 0.6175 0.9536760000000001
7 2008-06-23 0.4 0.2 SELL trend_crisis 0.4838 0.6213 0.6175
8 2009-02-05 0.2 0.4 BUY reentry_reclaim50_breakout20 0.234 0.234 0.234
9 2009-02-19 0.4 0.2 SELL trend_crisis 0.1855 0.2468 0.234
10 2009-03-12 0.2 0.4 BUY reentry_reclaim50_breakout20 0.2462 0.2462 0.2462
11 2009-03-26 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 0.264 0.264 0.264
12 2009-04-09 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 0.301 0.301 0.301
13 2009-05-04 0.8 1.0 BUY reentry_reclaim50_breakout20 0.3075 0.3075 0.3075
14 2009-05-08 1.0 0.75 SELL trend_crisis 0.2312 0.3075 0.3075
15 2009-05-15 0.75 0.5 SELL trend_crisis 0.2185 0.3075 0.3075
16 2009-06-09 0.5 0.7 BUY reentry_reclaim50_breakout20 0.284 0.284 0.284
17 2009-07-23 0.7 0.8999999999999999 BUY reentry_reclaim50_breakout20 0.325 0.325 0.325
18 2009-08-07 0.8999999999999999 1.0 BUY reentry_reclaim50_breakout20 0.3428 0.3428 0.3428
19 2009-09-25 1.0 0.8 SELL two_close_floor 0.3625 0.4118 0.3428 0.37237437277803126
20 2009-10-02 0.8 0.4 SELL gap_floor 0.3462 0.4118 0.3428 0.3761662160138441
21 2009-10-09 0.4 0.2 SELL gap_floor 0.3542 0.4118 0.3428 0.3773393764331314
22 2009-12-21 0.2 0.4 BUY reentry_reclaim50_breakout20 0.4355 0.4355 0.4355 0.39060316126577604
23 2010-01-06 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 0.472 0.472 0.472
24 2010-02-16 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 0.4418 0.4418 0.4418
25 2010-03-17 0.8 1.0 BUY reentry_reclaim50_breakout20 0.4525 0.4525 0.4525
26 2010-05-07 1.0 0.75 SELL trend_crisis 0.349 0.4525 0.4525
27 2010-05-14 0.75 0.5 SELL trend_crisis 0.324 0.4525 0.4525
28 2010-05-21 0.5 0.25 SELL trend_crisis 0.3183 0.4525 0.4525
29 2010-05-28 0.25 0.2 SELL trend_crisis 0.3285 0.4525 0.4525
30 2010-10-27 0.2 0.4 BUY reentry_reclaim50_breakout20 0.301 0.301 0.301
31 2010-11-10 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 0.3185 0.3185 0.3185
32 2010-11-24 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 0.3442 0.3442 0.3442
33 2010-12-31 0.8 1.0 BUY reentry_reclaim50_breakout20 0.385 0.385 0.385 0.35785331995164527
34 2011-03-02 1.0 0.6 SELL gap_floor 0.5188 0.642 0.385 0.576215189097968
35 2011-03-09 0.6 0.2 SELL gap_floor 0.4785 0.642 0.385 0.5879840000000001
36 2011-11-30 0.2 0.4 BUY reentry_reclaim50_breakout20 0.3908 0.3908 0.3908 0.621424
37 2012-02-08 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 0.4078 0.4078 0.4078
38 2012-03-30 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 0.385 0.385 0.385
39 2012-06-01 0.8 0.55 SELL trend_crisis 0.2995 0.385 0.385
40 2012-08-03 0.55 0.75 BUY reentry_reclaim50_breakout20 0.343 0.343 0.343
41 2012-11-14 0.75 0.5 SELL trend_crisis 0.2885 0.3703 0.343
42 2013-02-06 0.5 0.2 SELL gap_floor 0.3085 0.3703 0.343 0.3544516106044989
43 2013-03-05 0.2 0.4 BUY reentry_reclaim50_breakout20 0.32 0.32 0.32
44 2013-03-28 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 0.3208 0.3208 0.3208
45 2013-04-12 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 0.3273 0.3273 0.3273
46 2013-04-29 0.8 1.0 BUY reentry_reclaim50_breakout20 0.3393 0.3393 0.3393
47 2013-11-05 1.0 0.8 SELL two_close_floor 0.37 0.4 0.3393 0.3792975
48 2013-12-13 0.8 0.6000000000000001 SELL two_close_floor 0.3755 0.4055 0.3393 0.3792975
49 2014-01-07 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 0.4035 0.4035 0.4035 0.381759232962119
50 2014-02-11 0.8 1.0 BUY reentry_reclaim50_breakout20 0.4062 0.4062 0.4062
51 2014-06-27 1.0 0.8 SELL two_close_floor 0.4595 0.4902 0.4062 0.4635765665099177
52 2014-07-23 0.8 0.6000000000000001 SELL two_close_floor 0.452 0.4902 0.4062 0.4635765665099177
53 2014-07-30 0.6000000000000001 0.4000000000000001 SELL two_close_floor 0.452 0.4902 0.4062 0.4635765665099177
54 2014-08-06 0.4000000000000001 0.2 SELL gap_floor 0.441 0.4902 0.4062 0.4635765665099177
55 2014-09-04 0.2 0.4 BUY reentry_reclaim50_breakout20 0.5008 0.5008 0.5008 0.4672480154528231
56 2014-11-20 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 0.5085 0.5085 0.5085
57 2015-01-23 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 0.5178 0.5178 0.5178
58 2015-02-10 0.8 1.0 BUY reentry_reclaim50_breakout20 0.5238 0.5238 0.5238
59 2015-03-25 1.0 0.6 SELL gap_floor 0.526 0.5868 0.5238 0.5486586690287955
60 2015-04-01 0.6 0.2 SELL gap_floor 0.5253 0.5868 0.5238 0.5486586690287955
61 2015-09-16 0.2 0.4 BUY reentry_reclaim50_breakout20 0.5775 0.5775 0.5775
62 2015-09-30 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 0.6162 0.6162 0.6162
63 2015-10-14 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 0.684 0.684 0.684
64 2015-10-28 0.8 1.0 BUY reentry_reclaim50_breakout20 0.7168 0.7168 0.7168
65 2016-01-07 1.0 0.6 SELL gap_floor 0.757 0.8438 0.7168 0.7864016575014962
66 2016-01-14 0.6 0.2 SELL gap_floor 0.7168 0.8438 0.7168 0.7886174869374574
67 2016-03-23 0.2 0.4 BUY reentry_reclaim50_breakout20 0.8608 0.8608 0.8608 0.7949334462951303
68 2016-04-13 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 0.9185 0.9185 0.9185
69 2016-04-27 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 0.9328 0.9328 0.9328
70 2016-05-13 0.8 1.0 BUY reentry_reclaim50_breakout20 1.0245 1.0245 1.0245
71 2017-01-03 1.0 0.8 SELL two_close_floor 2.5502 2.933 1.0245 2.6770342337266313
72 2017-01-11 0.8 0.6000000000000001 SELL two_close_floor 2.629 2.933 1.0245 2.6770342337266313
73 2017-01-19 0.6000000000000001 0.4000000000000001 SELL two_close_floor 2.629 2.933 1.0245 2.6770342337266313
74 2017-02-02 0.4000000000000001 0.6000000000000001 BUY reentry_reclaim50_breakout20 2.8848 2.8848 2.8848 2.70782
75 2017-05-16 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 3.4202 3.4202 3.4202 3.139793507151344
76 2017-06-05 0.8 1.0 BUY reentry_reclaim50_breakout20 3.7002 3.7002 3.7002
77 2017-09-26 1.0 0.8 SELL two_close_floor 4.299 4.6888 3.7002 4.322628591770932
78 2017-10-10 0.8 1.0 BUY reentry_reclaim50_breakout20 4.7232 4.7232 4.7232 4.322628591770932
79 2017-11-30 1.0 0.8 SELL two_close_floor 5.0178 5.424 4.7232 5.024979378938569
80 2017-12-07 0.8 0.6000000000000001 SELL two_close_floor 4.7998 5.424 4.7232 5.024979378938569
81 2017-12-14 0.6000000000000001 0.20000000000000007 SELL gap_floor 4.6618 5.424 4.7232 5.024979378938569
82 2017-12-21 0.20000000000000007 0.2 SELL two_close_floor 4.8972 5.424 4.7232 5.024979378938569
83 2018-01-08 0.2 0.4 BUY reentry_reclaim50_breakout20 5.55 5.55 5.55 5.105799846758724
84 2018-01-23 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 5.9728 5.9728 5.9728
85 2018-02-20 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 6.227 6.227 6.227
86 2018-03-12 0.8 1.0 BUY reentry_reclaim50_breakout20 6.244 6.244 6.244
87 2018-10-10 1.0 0.6 SELL gap_floor 6.1423 7.234 6.244 6.6620933369030375
88 2018-10-17 0.6 0.2 SELL gap_floor 6.0765 7.234 6.244 6.703650948275964
89 2019-03-11 0.2 0.4 BUY reentry_reclaim50_breakout20 4.0285 4.0285 4.0285 7.039744
90 2019-04-03 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 4.7155 4.7155 4.7155 4.3004028097480935
91 2019-05-23 0.6000000000000001 0.3500000000000001 SELL trend_crisis 3.683 4.8025 4.7155
92 2019-05-31 0.3500000000000001 0.2 SELL trend_crisis 3.3865 4.8025 4.7155
93 2019-09-05 0.2 0.4 BUY reentry_reclaim50_breakout20 4.4935 4.4935 4.4935
94 2019-10-11 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 4.6498 4.6498 4.6498
95 2019-10-25 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 5.1135 5.1135 5.1135
96 2019-11-18 0.8 1.0 BUY reentry_reclaim50_breakout20 5.307 5.307 5.307
97 2020-02-25 1.0 0.6 SELL gap_floor 6.5513 7.8675 5.307 7.140197137657241
98 2020-03-03 0.6 0.39999999999999997 SELL two_close_floor 6.6472 7.8675 5.307 7.159155045082413
99 2020-03-10 0.39999999999999997 0.2 SELL two_close_floor 6.527 7.8675 5.307 7.159155045082413
100 2020-04-14 0.2 0.4 BUY reentry_reclaim50_breakout20 7.0988 7.0988 7.0988 7.159155045082413
101 2020-04-29 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 7.4615 7.4615 7.4615
102 2020-05-15 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 8.4908 8.4908 8.4908
103 2020-06-09 0.8 1.0 BUY reentry_reclaim50_breakout20 9.046 9.046 9.046
104 2020-09-08 1.0 0.6 SELL gap_floor 11.913 14.3465 9.046 12.927583447295198
105 2020-09-17 0.6 0.39999999999999997 SELL two_close_floor 12.4635 14.3465 9.046 12.927583447295198
106 2020-09-24 0.39999999999999997 0.2 SELL two_close_floor 12.348 14.3465 9.046 12.927583447295198
107 2020-10-12 0.2 0.4 BUY reentry_reclaim50_breakout20 14.226 14.226 14.226 12.927583447295198
108 2020-11-06 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 14.562 14.562 14.562
109 2021-02-08 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 14.4388 14.4388 14.4388
110 2021-03-08 0.8 0.55 SELL trend_crisis 11.5933 15.3302 14.4388
111 2021-04-09 0.55 0.75 BUY reentry_reclaim50_breakout20 14.4 14.4 14.4
112 2021-05-24 0.75 0.95 BUY reentry_reclaim50_breakout20 15.612 15.612 15.612
113 2021-06-11 0.95 1.0 BUY reentry_reclaim50_breakout20 17.8252 17.8252 17.8252 16.395157160048402
114 2021-07-16 1.0 0.6 SELL gap_floor 18.161 20.6985 17.8252 19.091222206485384
115 2021-08-05 0.6 0.8 BUY reentry_reclaim50_breakout20 20.637 20.637 20.637 19.091222206485384
116 2021-08-20 0.8 1.0 BUY reentry_reclaim50_breakout20 20.816 20.816 20.816
117 2021-12-14 1.0 0.8 SELL two_close_floor 28.337 33.376 20.816 29.054708714422553
118 2021-12-21 0.8 0.6000000000000001 SELL two_close_floor 29.075 33.376 20.816 29.267055257684987
119 2022-01-05 0.6000000000000001 0.20000000000000007 SELL gap_floor 27.604 33.376 20.816 30.09571366931681
120 2022-01-12 0.20000000000000007 0.2 SELL gap_floor 27.999 33.376 20.816 30.235301077223397
121 2022-11-30 0.2 0.4 BUY reentry_reclaim50_breakout20 16.923 16.923 16.923 32.45256
122 2022-12-28 0.4 0.2 SELL trend_crisis 14.036 18.072 16.923
123 2023-01-17 0.2 0.4 BUY reentry_reclaim50_breakout20 17.702 17.702 17.702
124 2023-02-01 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 20.943 20.943 20.943
125 2023-02-23 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 23.664 23.664 23.664
126 2023-03-15 0.8 1.0 BUY reentry_reclaim50_breakout20 24.228 24.228 24.228
127 2023-08-10 1.0 0.8 SELL two_close_floor 42.388 47.494 24.228 43.42879738969553
128 2023-08-17 0.8 0.6000000000000001 SELL two_close_floor 43.344 47.494 24.228 43.83555761861384
129 2023-08-31 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 49.355 49.355 49.355 43.83555761861384
130 2024-01-08 0.8 1.0 BUY reentry_reclaim50_breakout20 52.253 52.253 52.253
131 2024-04-18 1.0 0.8 SELL two_close_floor 84.671 95.002 52.253 86.06034201125351
132 2024-04-25 0.8 0.6000000000000001 SELL two_close_floor 82.632 95.002 52.253 87.50112327181802
133 2024-05-02 0.6000000000000001 0.4000000000000001 SELL two_close_floor 85.817 95.002 52.253 87.50112327181802
134 2024-05-20 0.4000000000000001 0.6000000000000001 BUY reentry_reclaim50_breakout20 94.78 94.78 94.78 87.50112327181802
135 2024-06-04 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 116.437 116.437 116.437 104.63994098210668
136 2024-06-18 0.8 1.0 BUY reentry_reclaim50_breakout20 135.58 135.58 135.58
137 2025-03-03 1.0 0.75 SELL trend_crisis 114.06 149.43 135.58
138 2025-03-10 0.75 0.5 SELL trend_crisis 106.98 149.43 135.58
139 2025-03-18 0.5 0.25 SELL trend_crisis 115.43 149.43 135.58
140 2025-03-26 0.25 0.2 SELL trend_crisis 113.76 149.43 135.58
141 2025-05-29 0.2 0.4 BUY reentry_reclaim50_breakout20 139.19 139.19 139.19
142 2025-06-12 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 145.0 145.0 145.0
143 2025-06-27 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 157.75 157.75 157.75
144 2025-07-15 0.8 1.0 BUY reentry_reclaim50_breakout20 170.7 170.7 170.7
145 2025-11-19 1.0 0.8 SELL two_close_floor 186.52 207.04 170.7 186.5533638888371
146 2025-11-26 0.8 0.6000000000000001 SELL two_close_floor 180.26 207.04 170.7 186.5533638888371
147 2025-12-04 0.6000000000000001 0.4000000000000001 SELL two_close_floor 183.38 207.04 170.7 186.5533638888371
148 2025-12-11 0.4000000000000001 0.20000000000000007 SELL two_close_floor 180.93 207.04 170.7 186.99865781019514
149 2025-12-18 0.20000000000000007 0.2 SELL gap_floor 174.14 207.04 170.7 190.94876422089646
150 2026-02-24 0.2 0.4 BUY reentry_reclaim50_breakout20 192.85 192.85 192.85 192.93552433332704
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date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2007-07-27,1.0,0.6,SELL,gap_floor,145.11,155.07,141.37,149.6557525
2007-08-03,0.6,0.35,SELL,gap_floor,143.8,155.07,141.37,149.6557525
2007-10-09,0.35,0.55,BUY,reentry_reclaim50_breakout20,156.48,156.48,156.48,150.3501525
2008-03-10,0.55,0.35,SELL,trend_crisis,128.0,156.48,156.48,
2008-04-25,0.35,0.55,BUY,reentry_reclaim50_breakout20,139.6,139.6,139.6,
2008-05-15,0.55,0.75,BUY,reentry_reclaim50_breakout20,142.53,142.53,142.53,
2008-09-17,0.75,0.5,SELL,trend_crisis,116.61,143.05,142.53,
2008-09-29,0.5,0.35,SELL,trend_crisis,111.38,143.05,142.53,
2009-04-29,0.35,0.55,BUY,reentry_reclaim50_breakout20,87.39,87.39,87.39,
2009-06-01,0.55,0.75,BUY,reentry_reclaim50_breakout20,94.77,94.77,94.77,
2009-07-15,0.75,0.95,BUY,reentry_reclaim50_breakout20,93.26,93.26,93.26,
2009-07-30,0.95,1.0,BUY,reentry_reclaim50_breakout20,98.67,98.67,98.67,
2009-11-02,1.0,0.8,SELL,two_close_floor,104.32,109.79,98.67,104.4682425
2009-11-16,0.8,1.0,BUY,reentry_reclaim50_breakout20,111.21,111.21,111.21,104.5611725
2010-05-05,1.0,0.8,SELL,two_close_floor,116.82,121.8125,111.21,117.63566999999999
2010-05-12,0.8,0.6000000000000001,SELL,two_close_floor,117.45,121.8125,111.21,117.63566999999999
2010-06-16,0.6000000000000001,0.35,SELL,gap_floor,111.96,121.8125,111.21,117.63566999999999
2010-09-13,0.35,0.55,BUY,reentry_reclaim50_breakout20,112.72,112.72,112.72,117.63566999999999
2010-10-05,0.55,0.75,BUY,reentry_reclaim50_breakout20,116.04,116.04,116.04,
2010-10-21,0.75,0.95,BUY,reentry_reclaim50_breakout20,118.13,118.13,118.13,
2010-11-04,0.95,1.0,BUY,reentry_reclaim50_breakout20,122.26,122.26,122.26,
2011-03-15,1.0,0.8,SELL,two_close_floor,128.56,134.53,122.26,130.46767250000002
2011-03-22,0.8,0.6000000000000001,SELL,two_close_floor,129.29,134.53,122.26,130.46767250000002
2011-04-06,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,133.66,133.66,133.66,130.46767250000002
2011-04-21,0.8,1.0,BUY,reentry_reclaim50_breakout20,133.78,133.78,133.78,
2011-10-03,1.0,0.75,SELL,trend_crisis,109.93,136.43,133.78,
2012-01-03,0.75,0.95,BUY,reentry_reclaim50_breakout20,127.495,127.495,127.495,
2012-01-18,0.95,1.0,BUY,reentry_reclaim50_breakout20,130.77,130.77,130.77,
2012-04-11,1.0,0.8,SELL,two_close_floor,137.0,141.84,130.77,137.370325
2012-04-24,0.8,0.6000000000000001,SELL,two_close_floor,137.31,141.84,130.77,137.370325
2012-05-07,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,137.1,141.84,130.77,137.370325
2012-05-14,0.4000000000000001,0.35,SELL,gap_floor,134.11,141.84,130.77,137.370325
2012-08-03,0.35,0.55,BUY,reentry_reclaim50_breakout20,140.49,140.49,140.49,137.370325
2012-08-17,0.55,0.75,BUY,reentry_reclaim50_breakout20,142.18,142.18,142.18,
2012-09-06,0.75,0.95,BUY,reentry_reclaim50_breakout20,143.77,143.77,143.77,
2013-01-17,0.95,1.0,BUY,reentry_reclaim50_breakout20,148.0,148.0,148.0,
2013-06-21,1.0,0.6,SELL,gap_floor,159.07,167.17,148.0,162.72643499999998
2013-06-28,0.6,0.39999999999999997,SELL,two_close_floor,160.42,167.17,148.0,162.72643499999998
2013-07-15,0.39999999999999997,0.6,BUY,reentry_reclaim50_breakout20,168.155,168.155,168.155,162.72643499999998
2013-08-01,0.6,0.8,BUY,reentry_reclaim50_breakout20,170.66,170.66,170.66,
2013-09-16,0.8,1.0,BUY,reentry_reclaim50_breakout20,170.31,170.31,170.31,
2014-01-27,1.0,0.6,SELL,gap_floor,178.01,184.69,170.31,180.39693499999998
2014-02-03,0.6,0.35,SELL,gap_floor,174.17,184.69,170.31,180.39693499999998
2014-02-24,0.35,0.55,BUY,reentry_reclaim50_breakout20,184.91,184.91,184.91,180.39693499999998
2014-04-02,0.55,0.75,BUY,reentry_reclaim50_breakout20,188.88,188.88,188.88,
2014-05-12,0.75,0.95,BUY,reentry_reclaim50_breakout20,189.785,189.785,189.785,
2014-05-27,0.95,1.0,BUY,reentry_reclaim50_breakout20,191.52,191.52,191.52,
2014-08-01,1.0,0.8,SELL,two_close_floor,192.5,198.65,191.52,194.178325
2014-08-20,0.8,1.0,BUY,reentry_reclaim50_breakout20,198.92,198.92,198.92,194.178325
2014-12-12,1.0,0.6,SELL,gap_floor,200.89,208.0,198.92,203.84473000000003
2014-12-29,0.6,0.8,BUY,reentry_reclaim50_breakout20,208.72,208.72,208.72,
2015-02-05,0.8,1.0,BUY,reentry_reclaim50_breakout20,206.12,206.12,206.12,
2016-05-05,1.0,0.6,SELL,gap_floor,204.97,213.5,206.12,208.334
2016-05-12,0.6,0.39999999999999997,SELL,two_close_floor,206.56,213.5,206.12,208.334
2016-05-26,0.39999999999999997,0.6,BUY,reentry_reclaim50_breakout20,209.34,209.34,209.34,
2016-07-08,0.6,0.8,BUY,reentry_reclaim50_breakout20,212.65,212.65,212.65,
2016-07-22,0.8,1.0,BUY,reentry_reclaim50_breakout20,217.24,217.24,217.24,
2017-03-22,1.0,0.8,SELL,two_close_floor,234.28,239.78,217.24,234.91171
2017-04-13,0.8,0.6000000000000001,SELL,two_close_floor,232.51,239.78,217.24,234.91171
2017-05-01,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,238.68,238.68,238.68,234.91171
2017-05-15,0.8,1.0,BUY,reentry_reclaim50_breakout20,240.3,240.3,240.3,
2017-08-18,1.0,0.8,SELL,two_close_floor,242.71,247.87,240.3,244.11730000000003
2017-09-11,0.8,1.0,BUY,reentry_reclaim50_breakout20,249.21,249.21,249.21,244.11730000000003
2018-02-02,1.0,0.6,SELL,gap_floor,275.45,286.58,249.21,279.65147
2018-02-09,0.6,0.35,SELL,gap_floor,261.5,286.58,249.21,279.65147
2018-03-09,0.35,0.55,BUY,reentry_reclaim50_breakout20,278.87,278.87,278.87,279.65147
2018-06-06,0.55,0.75,BUY,reentry_reclaim50_breakout20,277.4,277.4,277.4,
2018-07-12,0.75,0.95,BUY,reentry_reclaim50_breakout20,279.37,279.37,279.37,
2018-08-06,0.95,1.0,BUY,reentry_reclaim50_breakout20,284.64,284.64,284.64,
2018-12-21,1.0,0.75,SELL,trend_crisis,240.7,293.58,284.64,
2019-02-22,0.75,0.95,BUY,reentry_reclaim50_breakout20,279.14,279.14,279.14,
2019-03-13,0.95,1.0,BUY,reentry_reclaim50_breakout20,281.34,281.34,281.34,
2019-05-08,1.0,0.8,SELL,two_close_floor,287.53,294.03,281.34,288.02698499999997
2019-06-10,0.8,1.0,BUY,reentry_reclaim50_breakout20,288.97,288.97,288.97,
2019-08-02,1.0,0.8,SELL,two_close_floor,292.62,302.01,288.97,294.94
2019-09-04,0.8,1.0,BUY,reentry_reclaim50_breakout20,294.04,294.04,294.04,
2020-02-03,1.0,0.8,SELL,two_close_floor,324.12,331.95,294.04,324.6853825
2020-02-19,0.8,1.0,BUY,reentry_reclaim50_breakout20,338.34,338.34,338.34,326.258
2020-03-09,1.0,0.75,SELL,trend_crisis,274.23,338.34,338.34,
2020-03-16,0.75,0.5,SELL,trend_crisis,239.85,338.34,338.34,
2020-03-23,0.5,0.35,SELL,trend_crisis,222.95,338.34,338.34,
2020-05-29,0.35,0.55,BUY,reentry_reclaim50_breakout20,304.32,304.32,304.32,
2020-07-10,0.55,0.75,BUY,reentry_reclaim50_breakout20,317.59,317.59,317.59,
2020-08-03,0.75,0.95,BUY,reentry_reclaim50_breakout20,328.79,328.79,328.79,
2020-08-17,0.95,1.0,BUY,reentry_reclaim50_breakout20,337.91,337.91,337.91,
2020-09-04,1.0,0.8,SELL,two_close_floor,342.57,357.7,337.91,346.5497
2020-10-07,0.8,1.0,BUY,reentry_reclaim50_breakout20,340.76,340.76,340.76,
2021-09-20,1.0,0.6,SELL,gap_floor,434.04,453.19,340.76,443.17629
2021-09-28,0.6,0.35,SELL,gap_floor,433.72,453.19,340.76,443.17629
2021-10-18,0.35,0.55,BUY,reentry_reclaim50_breakout20,447.19,447.19,447.19,443.17629
2021-11-01,0.55,0.75,BUY,reentry_reclaim50_breakout20,460.04,460.04,460.04,
2021-11-16,0.75,0.95,BUY,reentry_reclaim50_breakout20,469.28,469.28,469.28,
2021-12-10,0.95,1.0,BUY,reentry_reclaim50_breakout20,470.74,470.74,470.74,
2022-05-19,1.0,0.75,SELL,trend_crisis,389.46,477.71,470.74,
2022-06-10,0.75,0.5,SELL,trend_crisis,389.8,477.71,470.74,
2022-06-17,0.5,0.35,SELL,trend_crisis,365.86,477.71,470.74,
2022-08-12,0.35,0.55,BUY,reentry_reclaim50_breakout20,427.1,427.1,427.1,
2023-01-23,0.55,0.75,BUY,reentry_reclaim50_breakout20,400.63,400.63,400.63,
2023-03-31,0.75,0.95,BUY,reentry_reclaim50_breakout20,409.39,409.39,409.39,
2023-04-17,0.95,1.0,BUY,reentry_reclaim50_breakout20,413.94,413.94,413.94,
2023-08-16,1.0,0.8,SELL,two_close_floor,439.64,457.79,413.94,445.146495
2023-08-23,0.8,0.6000000000000001,SELL,two_close_floor,443.03,457.79,413.94,445.146495
2023-09-18,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,443.63,457.79,413.94,445.146495
2023-09-25,0.4000000000000001,0.35,SELL,gap_floor,432.23,457.79,413.94,445.146495
2023-11-30,0.35,0.55,BUY,reentry_reclaim50_breakout20,456.4,456.4,456.4,445.146495
2023-12-14,0.55,0.75,BUY,reentry_reclaim50_breakout20,472.01,472.01,472.01,461.08299999999997
2024-01-19,0.75,0.95,BUY,reentry_reclaim50_breakout20,482.43,482.43,482.43,
2024-02-02,0.95,1.0,BUY,reentry_reclaim50_breakout20,494.35,494.35,494.35,
2024-04-16,1.0,0.8,SELL,two_close_floor,503.53,523.17,494.35,507.82825749999995
2024-04-23,0.8,0.6000000000000001,SELL,two_close_floor,505.65,523.17,494.35,507.82825749999995
2024-05-01,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,500.35,523.17,494.35,507.82825749999995
2024-05-15,0.4000000000000001,0.6000000000000001,BUY,reentry_reclaim50_breakout20,529.78,529.78,529.78,510.910695
2024-06-05,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,534.67,534.67,534.67,
2024-07-02,0.8,1.0,BUY,reentry_reclaim50_breakout20,549.01,549.01,549.01,
2024-12-18,1.0,0.6,SELL,gap_floor,586.28,607.81,549.01,593.5201999999999
2024-12-31,0.6,0.39999999999999997,SELL,two_close_floor,586.08,607.81,549.01,593.5201999999999
2025-01-08,0.39999999999999997,0.35,SELL,two_close_floor,589.49,607.81,549.01,593.5201999999999
2025-02-18,0.35,0.55,BUY,reentry_reclaim50_breakout20,611.49,611.49,611.49,593.5201999999999
2025-04-08,0.55,0.35,SELL,trend_crisis,496.48,612.93,611.49,
2025-06-03,0.35,0.55,BUY,reentry_reclaim50_breakout20,596.09,596.09,596.09,
2025-06-24,0.55,0.75,BUY,reentry_reclaim50_breakout20,606.78,606.78,606.78,
2025-07-10,0.75,0.95,BUY,reentry_reclaim50_breakout20,625.82,625.82,625.82,
2025-07-24,0.95,1.0,BUY,reentry_reclaim50_breakout20,634.42,634.42,634.42,
2025-11-21,1.0,0.8,SELL,two_close_floor,659.03,687.39,634.42,662.3529075
2025-12-10,0.8,1.0,BUY,reentry_reclaim50_breakout20,687.57,687.57,687.57,662.3529075
1 date old_position new_position side reason price peak cycle_entry floor
2 2007-07-27 1.0 0.6 SELL gap_floor 145.11 155.07 141.37 149.6557525
3 2007-08-03 0.6 0.35 SELL gap_floor 143.8 155.07 141.37 149.6557525
4 2007-10-09 0.35 0.55 BUY reentry_reclaim50_breakout20 156.48 156.48 156.48 150.3501525
5 2008-03-10 0.55 0.35 SELL trend_crisis 128.0 156.48 156.48
6 2008-04-25 0.35 0.55 BUY reentry_reclaim50_breakout20 139.6 139.6 139.6
7 2008-05-15 0.55 0.75 BUY reentry_reclaim50_breakout20 142.53 142.53 142.53
8 2008-09-17 0.75 0.5 SELL trend_crisis 116.61 143.05 142.53
9 2008-09-29 0.5 0.35 SELL trend_crisis 111.38 143.05 142.53
10 2009-04-29 0.35 0.55 BUY reentry_reclaim50_breakout20 87.39 87.39 87.39
11 2009-06-01 0.55 0.75 BUY reentry_reclaim50_breakout20 94.77 94.77 94.77
12 2009-07-15 0.75 0.95 BUY reentry_reclaim50_breakout20 93.26 93.26 93.26
13 2009-07-30 0.95 1.0 BUY reentry_reclaim50_breakout20 98.67 98.67 98.67
14 2009-11-02 1.0 0.8 SELL two_close_floor 104.32 109.79 98.67 104.4682425
15 2009-11-16 0.8 1.0 BUY reentry_reclaim50_breakout20 111.21 111.21 111.21 104.5611725
16 2010-05-05 1.0 0.8 SELL two_close_floor 116.82 121.8125 111.21 117.63566999999999
17 2010-05-12 0.8 0.6000000000000001 SELL two_close_floor 117.45 121.8125 111.21 117.63566999999999
18 2010-06-16 0.6000000000000001 0.35 SELL gap_floor 111.96 121.8125 111.21 117.63566999999999
19 2010-09-13 0.35 0.55 BUY reentry_reclaim50_breakout20 112.72 112.72 112.72 117.63566999999999
20 2010-10-05 0.55 0.75 BUY reentry_reclaim50_breakout20 116.04 116.04 116.04
21 2010-10-21 0.75 0.95 BUY reentry_reclaim50_breakout20 118.13 118.13 118.13
22 2010-11-04 0.95 1.0 BUY reentry_reclaim50_breakout20 122.26 122.26 122.26
23 2011-03-15 1.0 0.8 SELL two_close_floor 128.56 134.53 122.26 130.46767250000002
24 2011-03-22 0.8 0.6000000000000001 SELL two_close_floor 129.29 134.53 122.26 130.46767250000002
25 2011-04-06 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 133.66 133.66 133.66 130.46767250000002
26 2011-04-21 0.8 1.0 BUY reentry_reclaim50_breakout20 133.78 133.78 133.78
27 2011-10-03 1.0 0.75 SELL trend_crisis 109.93 136.43 133.78
28 2012-01-03 0.75 0.95 BUY reentry_reclaim50_breakout20 127.495 127.495 127.495
29 2012-01-18 0.95 1.0 BUY reentry_reclaim50_breakout20 130.77 130.77 130.77
30 2012-04-11 1.0 0.8 SELL two_close_floor 137.0 141.84 130.77 137.370325
31 2012-04-24 0.8 0.6000000000000001 SELL two_close_floor 137.31 141.84 130.77 137.370325
32 2012-05-07 0.6000000000000001 0.4000000000000001 SELL two_close_floor 137.1 141.84 130.77 137.370325
33 2012-05-14 0.4000000000000001 0.35 SELL gap_floor 134.11 141.84 130.77 137.370325
34 2012-08-03 0.35 0.55 BUY reentry_reclaim50_breakout20 140.49 140.49 140.49 137.370325
35 2012-08-17 0.55 0.75 BUY reentry_reclaim50_breakout20 142.18 142.18 142.18
36 2012-09-06 0.75 0.95 BUY reentry_reclaim50_breakout20 143.77 143.77 143.77
37 2013-01-17 0.95 1.0 BUY reentry_reclaim50_breakout20 148.0 148.0 148.0
38 2013-06-21 1.0 0.6 SELL gap_floor 159.07 167.17 148.0 162.72643499999998
39 2013-06-28 0.6 0.39999999999999997 SELL two_close_floor 160.42 167.17 148.0 162.72643499999998
40 2013-07-15 0.39999999999999997 0.6 BUY reentry_reclaim50_breakout20 168.155 168.155 168.155 162.72643499999998
41 2013-08-01 0.6 0.8 BUY reentry_reclaim50_breakout20 170.66 170.66 170.66
42 2013-09-16 0.8 1.0 BUY reentry_reclaim50_breakout20 170.31 170.31 170.31
43 2014-01-27 1.0 0.6 SELL gap_floor 178.01 184.69 170.31 180.39693499999998
44 2014-02-03 0.6 0.35 SELL gap_floor 174.17 184.69 170.31 180.39693499999998
45 2014-02-24 0.35 0.55 BUY reentry_reclaim50_breakout20 184.91 184.91 184.91 180.39693499999998
46 2014-04-02 0.55 0.75 BUY reentry_reclaim50_breakout20 188.88 188.88 188.88
47 2014-05-12 0.75 0.95 BUY reentry_reclaim50_breakout20 189.785 189.785 189.785
48 2014-05-27 0.95 1.0 BUY reentry_reclaim50_breakout20 191.52 191.52 191.52
49 2014-08-01 1.0 0.8 SELL two_close_floor 192.5 198.65 191.52 194.178325
50 2014-08-20 0.8 1.0 BUY reentry_reclaim50_breakout20 198.92 198.92 198.92 194.178325
51 2014-12-12 1.0 0.6 SELL gap_floor 200.89 208.0 198.92 203.84473000000003
52 2014-12-29 0.6 0.8 BUY reentry_reclaim50_breakout20 208.72 208.72 208.72
53 2015-02-05 0.8 1.0 BUY reentry_reclaim50_breakout20 206.12 206.12 206.12
54 2016-05-05 1.0 0.6 SELL gap_floor 204.97 213.5 206.12 208.334
55 2016-05-12 0.6 0.39999999999999997 SELL two_close_floor 206.56 213.5 206.12 208.334
56 2016-05-26 0.39999999999999997 0.6 BUY reentry_reclaim50_breakout20 209.34 209.34 209.34
57 2016-07-08 0.6 0.8 BUY reentry_reclaim50_breakout20 212.65 212.65 212.65
58 2016-07-22 0.8 1.0 BUY reentry_reclaim50_breakout20 217.24 217.24 217.24
59 2017-03-22 1.0 0.8 SELL two_close_floor 234.28 239.78 217.24 234.91171
60 2017-04-13 0.8 0.6000000000000001 SELL two_close_floor 232.51 239.78 217.24 234.91171
61 2017-05-01 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 238.68 238.68 238.68 234.91171
62 2017-05-15 0.8 1.0 BUY reentry_reclaim50_breakout20 240.3 240.3 240.3
63 2017-08-18 1.0 0.8 SELL two_close_floor 242.71 247.87 240.3 244.11730000000003
64 2017-09-11 0.8 1.0 BUY reentry_reclaim50_breakout20 249.21 249.21 249.21 244.11730000000003
65 2018-02-02 1.0 0.6 SELL gap_floor 275.45 286.58 249.21 279.65147
66 2018-02-09 0.6 0.35 SELL gap_floor 261.5 286.58 249.21 279.65147
67 2018-03-09 0.35 0.55 BUY reentry_reclaim50_breakout20 278.87 278.87 278.87 279.65147
68 2018-06-06 0.55 0.75 BUY reentry_reclaim50_breakout20 277.4 277.4 277.4
69 2018-07-12 0.75 0.95 BUY reentry_reclaim50_breakout20 279.37 279.37 279.37
70 2018-08-06 0.95 1.0 BUY reentry_reclaim50_breakout20 284.64 284.64 284.64
71 2018-12-21 1.0 0.75 SELL trend_crisis 240.7 293.58 284.64
72 2019-02-22 0.75 0.95 BUY reentry_reclaim50_breakout20 279.14 279.14 279.14
73 2019-03-13 0.95 1.0 BUY reentry_reclaim50_breakout20 281.34 281.34 281.34
74 2019-05-08 1.0 0.8 SELL two_close_floor 287.53 294.03 281.34 288.02698499999997
75 2019-06-10 0.8 1.0 BUY reentry_reclaim50_breakout20 288.97 288.97 288.97
76 2019-08-02 1.0 0.8 SELL two_close_floor 292.62 302.01 288.97 294.94
77 2019-09-04 0.8 1.0 BUY reentry_reclaim50_breakout20 294.04 294.04 294.04
78 2020-02-03 1.0 0.8 SELL two_close_floor 324.12 331.95 294.04 324.6853825
79 2020-02-19 0.8 1.0 BUY reentry_reclaim50_breakout20 338.34 338.34 338.34 326.258
80 2020-03-09 1.0 0.75 SELL trend_crisis 274.23 338.34 338.34
81 2020-03-16 0.75 0.5 SELL trend_crisis 239.85 338.34 338.34
82 2020-03-23 0.5 0.35 SELL trend_crisis 222.95 338.34 338.34
83 2020-05-29 0.35 0.55 BUY reentry_reclaim50_breakout20 304.32 304.32 304.32
84 2020-07-10 0.55 0.75 BUY reentry_reclaim50_breakout20 317.59 317.59 317.59
85 2020-08-03 0.75 0.95 BUY reentry_reclaim50_breakout20 328.79 328.79 328.79
86 2020-08-17 0.95 1.0 BUY reentry_reclaim50_breakout20 337.91 337.91 337.91
87 2020-09-04 1.0 0.8 SELL two_close_floor 342.57 357.7 337.91 346.5497
88 2020-10-07 0.8 1.0 BUY reentry_reclaim50_breakout20 340.76 340.76 340.76
89 2021-09-20 1.0 0.6 SELL gap_floor 434.04 453.19 340.76 443.17629
90 2021-09-28 0.6 0.35 SELL gap_floor 433.72 453.19 340.76 443.17629
91 2021-10-18 0.35 0.55 BUY reentry_reclaim50_breakout20 447.19 447.19 447.19 443.17629
92 2021-11-01 0.55 0.75 BUY reentry_reclaim50_breakout20 460.04 460.04 460.04
93 2021-11-16 0.75 0.95 BUY reentry_reclaim50_breakout20 469.28 469.28 469.28
94 2021-12-10 0.95 1.0 BUY reentry_reclaim50_breakout20 470.74 470.74 470.74
95 2022-05-19 1.0 0.75 SELL trend_crisis 389.46 477.71 470.74
96 2022-06-10 0.75 0.5 SELL trend_crisis 389.8 477.71 470.74
97 2022-06-17 0.5 0.35 SELL trend_crisis 365.86 477.71 470.74
98 2022-08-12 0.35 0.55 BUY reentry_reclaim50_breakout20 427.1 427.1 427.1
99 2023-01-23 0.55 0.75 BUY reentry_reclaim50_breakout20 400.63 400.63 400.63
100 2023-03-31 0.75 0.95 BUY reentry_reclaim50_breakout20 409.39 409.39 409.39
101 2023-04-17 0.95 1.0 BUY reentry_reclaim50_breakout20 413.94 413.94 413.94
102 2023-08-16 1.0 0.8 SELL two_close_floor 439.64 457.79 413.94 445.146495
103 2023-08-23 0.8 0.6000000000000001 SELL two_close_floor 443.03 457.79 413.94 445.146495
104 2023-09-18 0.6000000000000001 0.4000000000000001 SELL two_close_floor 443.63 457.79 413.94 445.146495
105 2023-09-25 0.4000000000000001 0.35 SELL gap_floor 432.23 457.79 413.94 445.146495
106 2023-11-30 0.35 0.55 BUY reentry_reclaim50_breakout20 456.4 456.4 456.4 445.146495
107 2023-12-14 0.55 0.75 BUY reentry_reclaim50_breakout20 472.01 472.01 472.01 461.08299999999997
108 2024-01-19 0.75 0.95 BUY reentry_reclaim50_breakout20 482.43 482.43 482.43
109 2024-02-02 0.95 1.0 BUY reentry_reclaim50_breakout20 494.35 494.35 494.35
110 2024-04-16 1.0 0.8 SELL two_close_floor 503.53 523.17 494.35 507.82825749999995
111 2024-04-23 0.8 0.6000000000000001 SELL two_close_floor 505.65 523.17 494.35 507.82825749999995
112 2024-05-01 0.6000000000000001 0.4000000000000001 SELL two_close_floor 500.35 523.17 494.35 507.82825749999995
113 2024-05-15 0.4000000000000001 0.6000000000000001 BUY reentry_reclaim50_breakout20 529.78 529.78 529.78 510.910695
114 2024-06-05 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 534.67 534.67 534.67
115 2024-07-02 0.8 1.0 BUY reentry_reclaim50_breakout20 549.01 549.01 549.01
116 2024-12-18 1.0 0.6 SELL gap_floor 586.28 607.81 549.01 593.5201999999999
117 2024-12-31 0.6 0.39999999999999997 SELL two_close_floor 586.08 607.81 549.01 593.5201999999999
118 2025-01-08 0.39999999999999997 0.35 SELL two_close_floor 589.49 607.81 549.01 593.5201999999999
119 2025-02-18 0.35 0.55 BUY reentry_reclaim50_breakout20 611.49 611.49 611.49 593.5201999999999
120 2025-04-08 0.55 0.35 SELL trend_crisis 496.48 612.93 611.49
121 2025-06-03 0.35 0.55 BUY reentry_reclaim50_breakout20 596.09 596.09 596.09
122 2025-06-24 0.55 0.75 BUY reentry_reclaim50_breakout20 606.78 606.78 606.78
123 2025-07-10 0.75 0.95 BUY reentry_reclaim50_breakout20 625.82 625.82 625.82
124 2025-07-24 0.95 1.0 BUY reentry_reclaim50_breakout20 634.42 634.42 634.42
125 2025-11-21 1.0 0.8 SELL two_close_floor 659.03 687.39 634.42 662.3529075
126 2025-12-10 0.8 1.0 BUY reentry_reclaim50_breakout20 687.57 687.57 687.57 662.3529075
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date,old_position,new_position,side,reason,price,peak,cycle_entry,floor
2010-12-14,1.0,0.8,SELL,two_close_floor,1.902,2.36466666666667,1.592666666666667,2.108729312034917
2010-12-27,0.8,0.4,SELL,gap_floor,1.703266666666667,2.36466666666667,1.592666666666667,2.1584325333333365
2011-01-03,0.4,0.2,SELL,gap_floor,1.774666666666667,2.36466666666667,1.592666666666667,2.1868064000000036
2011-05-09,0.2,0.4,BUY,reentry_reclaim50_breakout20,1.860666666666667,1.860666666666667,1.860666666666667,2.28394666666667
2011-05-25,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,1.932,1.932,1.932,
2011-07-05,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,1.942666666666667,1.942666666666667,1.942666666666667,
2011-08-19,0.8,0.55,SELL,trend_crisis,1.486666666666667,1.982,1.942666666666667,
2011-09-02,0.55,0.30000000000000004,SELL,trend_crisis,1.538,1.982,1.942666666666667,
2011-09-12,0.30000000000000004,0.2,SELL,trend_crisis,1.525333333333333,1.982,1.942666666666667,
2011-10-27,0.2,0.4,BUY,reentry_reclaim50_breakout20,1.917333333333333,1.917333333333333,1.917333333333333,
2011-11-11,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,2.242666666666667,2.242666666666667,2.242666666666667,
2012-01-05,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,1.808,2.32933333333333,2.242666666666667,
2012-01-13,0.3500000000000001,0.2,SELL,trend_crisis,1.519333333333333,2.32933333333333,2.242666666666667,
2012-03-12,0.2,0.4,BUY,reentry_reclaim50_breakout20,2.40066666666667,2.40066666666667,2.40066666666667,
2012-03-26,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,2.49333333333333,2.49333333333333,2.49333333333333,
2012-05-15,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,1.962,2.534,2.49333333333333,
2012-05-31,0.3500000000000001,0.2,SELL,trend_crisis,1.966666666666667,2.534,2.49333333333333,
2012-11-16,0.2,0.4,BUY,reentry_reclaim50_breakout20,2.12266,2.12266,2.12266,
2012-12-03,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,2.308,2.308,2.308,
2013-01-02,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,2.35733333333333,2.35733333333333,2.35733333333333,
2013-01-23,0.8,1.0,BUY,reentry_reclaim50_breakout20,2.4,2.4,2.4,
2013-06-04,1.0,0.8,SELL,two_close_floor,6.32266666666667,7.3556,2.4,6.472928
2013-06-26,0.8,1.0,BUY,reentry_reclaim50_breakout20,7.048,7.048,7.048,6.472928
2013-07-16,1.0,0.6,SELL,gap_floor,7.27,8.66,7.048,7.920876170480789
2013-08-01,0.6,0.8,BUY,reentry_reclaim50_breakout20,9.03666666666667,9.03666666666667,9.03666666666667,7.942900000000002
2013-08-22,0.8,1.0,BUY,reentry_reclaim50_breakout20,10.47333333333334,10.47333333333334,10.47333333333334,
2013-10-09,1.0,0.8,SELL,two_close_floor,11.252,12.89133333333334,10.47333333333334,11.680815617966294
2013-10-22,0.8,0.6000000000000001,SELL,two_close_floor,11.436,12.89133333333334,10.47333333333334,11.680815617966294
2013-10-31,0.6000000000000001,0.20000000000000007,SELL,gap_floor,10.66266666666667,12.89133333333334,10.47333333333334,11.693009949225933
2013-11-29,0.20000000000000007,0.2,SELL,gap_floor,8.48533333333333,12.89133333333334,10.47333333333334,12.08840115351805
2014-01-30,0.2,0.4,BUY,reentry_reclaim50_breakout20,12.18933333333333,12.18933333333333,12.18933333333333,12.261251200000002
2014-02-13,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,13.30866666666667,13.30866666666667,13.30866666666667,
2014-03-04,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,16.98933333333334,16.98933333333334,16.98933333333334,14.94685545961398
2014-06-27,0.8,1.0,BUY,reentry_reclaim50_breakout20,15.93733333333333,15.93733333333333,15.93733333333333,
2014-09-16,1.0,0.8,SELL,two_close_floor,17.38266666666667,19.06933333333333,15.93733333333333,17.54484410794848
2014-09-23,0.8,0.6000000000000001,SELL,two_close_floor,16.694,19.06933333333333,15.93733333333333,17.54484410794848
2014-09-30,0.6000000000000001,0.20000000000000007,SELL,gap_floor,16.17866666666667,19.06933333333333,15.93733333333333,17.54484410794848
2014-10-07,0.20000000000000007,0.2,SELL,two_close_floor,17.30466666666667,19.06933333333333,15.93733333333333,17.54484410794848
2015-04-27,0.2,0.4,BUY,reentry_reclaim50_breakout20,15.43666666666667,15.43666666666667,15.43666666666667,18.430578666666666
2015-05-11,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,15.966,15.966,15.966,
2015-05-28,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,16.76333333333333,16.76333333333333,16.76333333333333,
2015-06-17,0.8,1.0,BUY,reentry_reclaim50_breakout20,17.36066666666667,17.36066666666667,17.36066666666667,
2015-08-24,1.0,0.75,SELL,trend_crisis,14.59133333333333,18.81733333333334,17.36066666666667,
2015-10-12,0.75,0.5,SELL,trend_crisis,14.372,18.81733333333334,17.36066666666667,
2015-10-20,0.5,0.25,SELL,trend_crisis,14.202,18.81733333333334,17.36066666666667,
2015-10-27,0.25,0.2,SELL,trend_crisis,14.02333333333333,18.81733333333334,17.36066666666667,
2016-04-04,0.2,0.4,BUY,reentry_reclaim50_breakout20,16.466,16.466,16.466,
2016-05-17,0.4,0.2,SELL,trend_crisis,13.644,17.69466666666667,16.466,
2016-06-07,0.2,0.4,BUY,reentry_reclaim50_breakout20,15.48933333333334,15.48933333333334,15.48933333333334,
2016-11-14,0.4,0.2,SELL,trend_crisis,12.09666666666667,15.70133333333333,15.48933333333334,
2017-01-04,0.2,0.4,BUY,reentry_reclaim50_breakout20,15.13266666666667,15.13266666666667,15.13266666666667,
2017-01-19,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,16.25066666666667,16.25066666666667,16.25066666666667,
2017-02-06,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,17.18466666666667,17.18466666666667,17.18466666666667,
2017-03-24,0.8,1.0,BUY,reentry_reclaim50_breakout20,17.544,17.544,17.544,
2017-07-05,1.0,0.6,SELL,gap_floor,21.806,25.5633333333333,17.544,23.2398911871837
2017-07-12,0.6,0.2,SELL,gap_floor,21.968,25.5633333333333,17.544,23.472955731948506
2017-08-03,0.2,0.4,BUY,reentry_reclaim50_breakout20,23.1393333333333,23.1393333333333,23.1393333333333,23.472955731948506
2017-10-23,0.4,0.2,SELL,gap_floor,22.468,25.6666666666667,23.1393333333333,24.12961147392698
2018-01-23,0.2,0.4,BUY,reentry_reclaim50_breakout20,23.5193333333333,23.5193333333333,23.5193333333333,24.380260033056814
2018-02-26,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,23.828,23.828,23.828,
2018-03-28,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,17.18533333333333,23.828,23.828,
2018-05-18,0.3500000000000001,0.2,SELL,trend_crisis,18.45466666666667,23.828,23.828,
2018-06-15,0.2,0.4,BUY,reentry_reclaim50_breakout20,23.878,23.878,23.878,
2018-08-02,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,23.3026666666667,23.3026666666667,23.3026666666667,
2018-09-04,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,19.26333333333333,25.3046666666667,23.3026666666667,
2018-09-11,0.3500000000000001,0.2,SELL,trend_crisis,18.62933333333333,25.3046666666667,23.3026666666667,
2018-11-16,0.2,0.4,BUY,reentry_reclaim50_breakout20,23.6206666666667,23.6206666666667,23.6206666666667,
2018-12-03,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,23.8993333333333,23.8993333333333,23.8993333333333,
2019-01-17,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,23.154,23.154,23.154,
2019-03-18,0.8,0.55,SELL,trend_crisis,17.966,23.154,23.154,
2019-03-25,0.55,0.30000000000000004,SELL,trend_crisis,17.36133333333334,23.154,23.154,
2019-04-04,0.30000000000000004,0.2,SELL,trend_crisis,17.852,23.154,23.154,
2019-09-10,0.2,0.4,BUY,reentry_reclaim50_breakout20,15.70266666666667,15.70266666666667,15.70266666666667,
2019-10-24,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,19.97866666666667,19.97866666666667,19.97866666666667,17.957827384885242
2019-11-07,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,22.36933333333333,22.36933333333333,22.36933333333333,
2019-12-12,0.8,1.0,BUY,reentry_reclaim50_breakout20,23.9786666666667,23.9786666666667,23.9786666666667,
2020-02-06,1.0,0.8,SELL,two_close_floor,49.9306666666667,59.1373333333333,23.9786666666667,52.54114986906045
2020-02-26,0.8,0.6000000000000001,SELL,two_close_floor,51.92,61.1613333333333,23.9786666666667,53.821973333333304
2020-03-04,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,49.9666666666667,61.1613333333333,23.9786666666667,53.821973333333304
2020-03-11,0.4000000000000001,0.2,SELL,gap_floor,42.282,61.1613333333333,23.9786666666667,54.94842133333329
2020-05-21,0.2,0.4,BUY,reentry_reclaim50_breakout20,55.1733333333333,55.1733333333333,55.1733333333333,56.05358986666663
2020-06-08,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,63.328,63.328,63.328,
2020-06-30,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,71.9873333333333,71.9873333333333,71.9873333333333,
2020-07-15,0.8,1.0,BUY,reentry_reclaim50_breakout20,103.0673333333333,103.0673333333333,103.0673333333333,90.62035786666667
2020-09-04,1.0,0.8,SELL,two_close_floor,139.44,166.1066666666667,103.0673333333333,147.56943625918848
2020-09-14,0.8,0.6000000000000001,SELL,two_close_floor,139.8733333333333,166.1066666666667,103.0673333333333,147.56943625918848
2020-09-23,0.6000000000000001,0.4000000000000001,SELL,two_close_floor,126.7866666666667,166.1066666666667,103.0673333333333,147.56943625918848
2020-09-30,0.4000000000000001,0.20000000000000007,SELL,two_close_floor,143.0033333333333,166.1066666666667,103.0673333333333,147.56943625918848
2020-10-07,0.20000000000000007,0.2,SELL,two_close_floor,141.7666666666667,166.1066666666667,103.0673333333333,147.56943625918848
2020-11-17,0.2,0.4,BUY,reentry_reclaim50_breakout20,147.2033333333334,147.2033333333334,147.2033333333334,157.15447294497395
2020-12-03,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,197.7933333333333,197.7933333333333,197.7933333333333,172.82168383333334
2020-12-17,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,218.6333333333333,218.6333333333333,218.6333333333333,
2021-01-04,0.8,1.0,BUY,reentry_reclaim50_breakout20,243.256666666667,243.256666666667,243.256666666667,
2021-02-19,1.0,0.8,SELL,two_close_floor,260.433333333333,294.363333333333,243.256666666667,266.73913409538727
2021-04-07,0.8,0.4,SELL,gap_floor,223.6566666666667,294.363333333333,243.256666666667,275.5585202222086
2021-04-14,0.4,0.2,SELL,gap_floor,244.076666666667,294.363333333333,243.256666666667,276.3739813333329
2021-07-30,0.2,0.4,BUY,reentry_reclaim50_breakout20,229.066666666667,229.066666666667,229.066666666667,283.9230879999996
2021-08-30,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,243.636666666667,243.636666666667,243.636666666667,
2021-09-15,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,251.943333333333,251.943333333333,251.943333333333,
2021-10-07,0.8,1.0,BUY,reentry_reclaim50_breakout20,264.536666666667,264.536666666667,264.536666666667,
2021-11-09,1.0,0.6,SELL,gap_floor,341.166666666667,409.97,264.536666666667,368.11278399884185
2021-11-16,0.6,0.39999999999999997,SELL,two_close_floor,351.576666666667,409.97,264.536666666667,368.11278399884185
2021-12-02,0.39999999999999997,0.2,SELL,two_close_floor,361.533333333333,409.97,264.536666666667,368.11278399884185
2022-01-03,0.2,0.4,BUY,reentry_reclaim50_breakout20,399.926666666667,399.926666666667,399.926666666667,377.67039556631806
2022-02-22,0.4,0.2,SELL,trend_crisis,273.843333333333,399.926666666667,399.926666666667,
2022-08-15,0.2,0.4,BUY,reentry_reclaim50_breakout20,309.32,309.32,309.32,
2022-09-19,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,309.07,309.07,309.07,
2022-10-05,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,240.81,309.07,309.07,
2022-10-12,0.3500000000000001,0.2,SELL,trend_crisis,217.24,309.07,309.07,
2023-03-31,0.2,0.4,BUY,reentry_reclaim50_breakout20,207.46,207.46,207.46,
2023-04-25,0.4,0.2,SELL,trend_crisis,160.67,207.46,207.46,
2023-06-07,0.2,0.4,BUY,reentry_reclaim50_breakout20,224.57,224.57,224.57,
2023-07-03,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,279.82,279.82,279.82,246.25495148813224
2023-07-18,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,293.34,293.34,293.34,
2023-10-20,0.8,0.55,SELL,trend_crisis,211.99,293.34,293.34,
2023-10-27,0.55,0.30000000000000004,SELL,trend_crisis,207.3299,293.34,293.34,
2023-11-06,0.30000000000000004,0.2,SELL,trend_crisis,219.27,293.34,293.34,
2024-06-17,0.2,0.4,BUY,reentry_reclaim50_breakout20,187.44,187.44,187.44,
2024-07-02,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,231.26,231.26,231.26,208.06499511000607
2024-08-05,0.6000000000000001,0.3500000000000001,SELL,trend_crisis,198.88,263.26,231.26,
2024-08-12,0.3500000000000001,0.2,SELL,trend_crisis,197.49,263.26,231.26,
2024-09-05,0.2,0.4,BUY,reentry_reclaim50_breakout20,230.17,230.17,230.17,
2024-09-19,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,243.92,243.92,243.92,
2024-10-25,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,269.19,269.19,269.19,
2024-11-08,0.8,1.0,BUY,reentry_reclaim50_breakout20,321.22,321.22,321.22,292.6035
2024-12-23,1.0,0.8,SELL,two_close_floor,430.6,479.86,321.22,431.694754
2024-12-31,0.8,0.6000000000000001,SELL,two_close_floor,403.84,479.86,321.22,431.694754
2025-01-08,0.6000000000000001,0.20000000000000007,SELL,gap_floor,394.94,479.86,321.22,437.5108331879469
2025-01-16,0.20000000000000007,0.2,SELL,two_close_floor,413.82,479.86,321.22,437.5108331879469
2025-05-27,0.2,0.4,BUY,reentry_reclaim50_breakout20,362.89,362.89,362.89,455.707736
2025-09-11,0.4,0.6000000000000001,BUY,reentry_reclaim50_breakout20,368.81,368.81,368.81,
2025-09-29,0.6000000000000001,0.8,BUY,reentry_reclaim50_breakout20,443.21,443.21,443.21,397.1584275629881
2025-10-28,0.8,1.0,BUY,reentry_reclaim50_breakout20,460.55,460.55,460.55,
2026-03-19,1.0,0.75,SELL,trend_crisis,380.3,489.88,460.55,
1 date old_position new_position side reason price peak cycle_entry floor
2 2010-12-14 1.0 0.8 SELL two_close_floor 1.902 2.36466666666667 1.592666666666667 2.108729312034917
3 2010-12-27 0.8 0.4 SELL gap_floor 1.703266666666667 2.36466666666667 1.592666666666667 2.1584325333333365
4 2011-01-03 0.4 0.2 SELL gap_floor 1.774666666666667 2.36466666666667 1.592666666666667 2.1868064000000036
5 2011-05-09 0.2 0.4 BUY reentry_reclaim50_breakout20 1.860666666666667 1.860666666666667 1.860666666666667 2.28394666666667
6 2011-05-25 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 1.932 1.932 1.932
7 2011-07-05 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 1.942666666666667 1.942666666666667 1.942666666666667
8 2011-08-19 0.8 0.55 SELL trend_crisis 1.486666666666667 1.982 1.942666666666667
9 2011-09-02 0.55 0.30000000000000004 SELL trend_crisis 1.538 1.982 1.942666666666667
10 2011-09-12 0.30000000000000004 0.2 SELL trend_crisis 1.525333333333333 1.982 1.942666666666667
11 2011-10-27 0.2 0.4 BUY reentry_reclaim50_breakout20 1.917333333333333 1.917333333333333 1.917333333333333
12 2011-11-11 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 2.242666666666667 2.242666666666667 2.242666666666667
13 2012-01-05 0.6000000000000001 0.3500000000000001 SELL trend_crisis 1.808 2.32933333333333 2.242666666666667
14 2012-01-13 0.3500000000000001 0.2 SELL trend_crisis 1.519333333333333 2.32933333333333 2.242666666666667
15 2012-03-12 0.2 0.4 BUY reentry_reclaim50_breakout20 2.40066666666667 2.40066666666667 2.40066666666667
16 2012-03-26 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 2.49333333333333 2.49333333333333 2.49333333333333
17 2012-05-15 0.6000000000000001 0.3500000000000001 SELL trend_crisis 1.962 2.534 2.49333333333333
18 2012-05-31 0.3500000000000001 0.2 SELL trend_crisis 1.966666666666667 2.534 2.49333333333333
19 2012-11-16 0.2 0.4 BUY reentry_reclaim50_breakout20 2.12266 2.12266 2.12266
20 2012-12-03 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 2.308 2.308 2.308
21 2013-01-02 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 2.35733333333333 2.35733333333333 2.35733333333333
22 2013-01-23 0.8 1.0 BUY reentry_reclaim50_breakout20 2.4 2.4 2.4
23 2013-06-04 1.0 0.8 SELL two_close_floor 6.32266666666667 7.3556 2.4 6.472928
24 2013-06-26 0.8 1.0 BUY reentry_reclaim50_breakout20 7.048 7.048 7.048 6.472928
25 2013-07-16 1.0 0.6 SELL gap_floor 7.27 8.66 7.048 7.920876170480789
26 2013-08-01 0.6 0.8 BUY reentry_reclaim50_breakout20 9.03666666666667 9.03666666666667 9.03666666666667 7.942900000000002
27 2013-08-22 0.8 1.0 BUY reentry_reclaim50_breakout20 10.47333333333334 10.47333333333334 10.47333333333334
28 2013-10-09 1.0 0.8 SELL two_close_floor 11.252 12.89133333333334 10.47333333333334 11.680815617966294
29 2013-10-22 0.8 0.6000000000000001 SELL two_close_floor 11.436 12.89133333333334 10.47333333333334 11.680815617966294
30 2013-10-31 0.6000000000000001 0.20000000000000007 SELL gap_floor 10.66266666666667 12.89133333333334 10.47333333333334 11.693009949225933
31 2013-11-29 0.20000000000000007 0.2 SELL gap_floor 8.48533333333333 12.89133333333334 10.47333333333334 12.08840115351805
32 2014-01-30 0.2 0.4 BUY reentry_reclaim50_breakout20 12.18933333333333 12.18933333333333 12.18933333333333 12.261251200000002
33 2014-02-13 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 13.30866666666667 13.30866666666667 13.30866666666667
34 2014-03-04 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 16.98933333333334 16.98933333333334 16.98933333333334 14.94685545961398
35 2014-06-27 0.8 1.0 BUY reentry_reclaim50_breakout20 15.93733333333333 15.93733333333333 15.93733333333333
36 2014-09-16 1.0 0.8 SELL two_close_floor 17.38266666666667 19.06933333333333 15.93733333333333 17.54484410794848
37 2014-09-23 0.8 0.6000000000000001 SELL two_close_floor 16.694 19.06933333333333 15.93733333333333 17.54484410794848
38 2014-09-30 0.6000000000000001 0.20000000000000007 SELL gap_floor 16.17866666666667 19.06933333333333 15.93733333333333 17.54484410794848
39 2014-10-07 0.20000000000000007 0.2 SELL two_close_floor 17.30466666666667 19.06933333333333 15.93733333333333 17.54484410794848
40 2015-04-27 0.2 0.4 BUY reentry_reclaim50_breakout20 15.43666666666667 15.43666666666667 15.43666666666667 18.430578666666666
41 2015-05-11 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 15.966 15.966 15.966
42 2015-05-28 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 16.76333333333333 16.76333333333333 16.76333333333333
43 2015-06-17 0.8 1.0 BUY reentry_reclaim50_breakout20 17.36066666666667 17.36066666666667 17.36066666666667
44 2015-08-24 1.0 0.75 SELL trend_crisis 14.59133333333333 18.81733333333334 17.36066666666667
45 2015-10-12 0.75 0.5 SELL trend_crisis 14.372 18.81733333333334 17.36066666666667
46 2015-10-20 0.5 0.25 SELL trend_crisis 14.202 18.81733333333334 17.36066666666667
47 2015-10-27 0.25 0.2 SELL trend_crisis 14.02333333333333 18.81733333333334 17.36066666666667
48 2016-04-04 0.2 0.4 BUY reentry_reclaim50_breakout20 16.466 16.466 16.466
49 2016-05-17 0.4 0.2 SELL trend_crisis 13.644 17.69466666666667 16.466
50 2016-06-07 0.2 0.4 BUY reentry_reclaim50_breakout20 15.48933333333334 15.48933333333334 15.48933333333334
51 2016-11-14 0.4 0.2 SELL trend_crisis 12.09666666666667 15.70133333333333 15.48933333333334
52 2017-01-04 0.2 0.4 BUY reentry_reclaim50_breakout20 15.13266666666667 15.13266666666667 15.13266666666667
53 2017-01-19 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 16.25066666666667 16.25066666666667 16.25066666666667
54 2017-02-06 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 17.18466666666667 17.18466666666667 17.18466666666667
55 2017-03-24 0.8 1.0 BUY reentry_reclaim50_breakout20 17.544 17.544 17.544
56 2017-07-05 1.0 0.6 SELL gap_floor 21.806 25.5633333333333 17.544 23.2398911871837
57 2017-07-12 0.6 0.2 SELL gap_floor 21.968 25.5633333333333 17.544 23.472955731948506
58 2017-08-03 0.2 0.4 BUY reentry_reclaim50_breakout20 23.1393333333333 23.1393333333333 23.1393333333333 23.472955731948506
59 2017-10-23 0.4 0.2 SELL gap_floor 22.468 25.6666666666667 23.1393333333333 24.12961147392698
60 2018-01-23 0.2 0.4 BUY reentry_reclaim50_breakout20 23.5193333333333 23.5193333333333 23.5193333333333 24.380260033056814
61 2018-02-26 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 23.828 23.828 23.828
62 2018-03-28 0.6000000000000001 0.3500000000000001 SELL trend_crisis 17.18533333333333 23.828 23.828
63 2018-05-18 0.3500000000000001 0.2 SELL trend_crisis 18.45466666666667 23.828 23.828
64 2018-06-15 0.2 0.4 BUY reentry_reclaim50_breakout20 23.878 23.878 23.878
65 2018-08-02 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 23.3026666666667 23.3026666666667 23.3026666666667
66 2018-09-04 0.6000000000000001 0.3500000000000001 SELL trend_crisis 19.26333333333333 25.3046666666667 23.3026666666667
67 2018-09-11 0.3500000000000001 0.2 SELL trend_crisis 18.62933333333333 25.3046666666667 23.3026666666667
68 2018-11-16 0.2 0.4 BUY reentry_reclaim50_breakout20 23.6206666666667 23.6206666666667 23.6206666666667
69 2018-12-03 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 23.8993333333333 23.8993333333333 23.8993333333333
70 2019-01-17 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 23.154 23.154 23.154
71 2019-03-18 0.8 0.55 SELL trend_crisis 17.966 23.154 23.154
72 2019-03-25 0.55 0.30000000000000004 SELL trend_crisis 17.36133333333334 23.154 23.154
73 2019-04-04 0.30000000000000004 0.2 SELL trend_crisis 17.852 23.154 23.154
74 2019-09-10 0.2 0.4 BUY reentry_reclaim50_breakout20 15.70266666666667 15.70266666666667 15.70266666666667
75 2019-10-24 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 19.97866666666667 19.97866666666667 19.97866666666667 17.957827384885242
76 2019-11-07 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 22.36933333333333 22.36933333333333 22.36933333333333
77 2019-12-12 0.8 1.0 BUY reentry_reclaim50_breakout20 23.9786666666667 23.9786666666667 23.9786666666667
78 2020-02-06 1.0 0.8 SELL two_close_floor 49.9306666666667 59.1373333333333 23.9786666666667 52.54114986906045
79 2020-02-26 0.8 0.6000000000000001 SELL two_close_floor 51.92 61.1613333333333 23.9786666666667 53.821973333333304
80 2020-03-04 0.6000000000000001 0.4000000000000001 SELL two_close_floor 49.9666666666667 61.1613333333333 23.9786666666667 53.821973333333304
81 2020-03-11 0.4000000000000001 0.2 SELL gap_floor 42.282 61.1613333333333 23.9786666666667 54.94842133333329
82 2020-05-21 0.2 0.4 BUY reentry_reclaim50_breakout20 55.1733333333333 55.1733333333333 55.1733333333333 56.05358986666663
83 2020-06-08 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 63.328 63.328 63.328
84 2020-06-30 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 71.9873333333333 71.9873333333333 71.9873333333333
85 2020-07-15 0.8 1.0 BUY reentry_reclaim50_breakout20 103.0673333333333 103.0673333333333 103.0673333333333 90.62035786666667
86 2020-09-04 1.0 0.8 SELL two_close_floor 139.44 166.1066666666667 103.0673333333333 147.56943625918848
87 2020-09-14 0.8 0.6000000000000001 SELL two_close_floor 139.8733333333333 166.1066666666667 103.0673333333333 147.56943625918848
88 2020-09-23 0.6000000000000001 0.4000000000000001 SELL two_close_floor 126.7866666666667 166.1066666666667 103.0673333333333 147.56943625918848
89 2020-09-30 0.4000000000000001 0.20000000000000007 SELL two_close_floor 143.0033333333333 166.1066666666667 103.0673333333333 147.56943625918848
90 2020-10-07 0.20000000000000007 0.2 SELL two_close_floor 141.7666666666667 166.1066666666667 103.0673333333333 147.56943625918848
91 2020-11-17 0.2 0.4 BUY reentry_reclaim50_breakout20 147.2033333333334 147.2033333333334 147.2033333333334 157.15447294497395
92 2020-12-03 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 197.7933333333333 197.7933333333333 197.7933333333333 172.82168383333334
93 2020-12-17 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 218.6333333333333 218.6333333333333 218.6333333333333
94 2021-01-04 0.8 1.0 BUY reentry_reclaim50_breakout20 243.256666666667 243.256666666667 243.256666666667
95 2021-02-19 1.0 0.8 SELL two_close_floor 260.433333333333 294.363333333333 243.256666666667 266.73913409538727
96 2021-04-07 0.8 0.4 SELL gap_floor 223.6566666666667 294.363333333333 243.256666666667 275.5585202222086
97 2021-04-14 0.4 0.2 SELL gap_floor 244.076666666667 294.363333333333 243.256666666667 276.3739813333329
98 2021-07-30 0.2 0.4 BUY reentry_reclaim50_breakout20 229.066666666667 229.066666666667 229.066666666667 283.9230879999996
99 2021-08-30 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 243.636666666667 243.636666666667 243.636666666667
100 2021-09-15 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 251.943333333333 251.943333333333 251.943333333333
101 2021-10-07 0.8 1.0 BUY reentry_reclaim50_breakout20 264.536666666667 264.536666666667 264.536666666667
102 2021-11-09 1.0 0.6 SELL gap_floor 341.166666666667 409.97 264.536666666667 368.11278399884185
103 2021-11-16 0.6 0.39999999999999997 SELL two_close_floor 351.576666666667 409.97 264.536666666667 368.11278399884185
104 2021-12-02 0.39999999999999997 0.2 SELL two_close_floor 361.533333333333 409.97 264.536666666667 368.11278399884185
105 2022-01-03 0.2 0.4 BUY reentry_reclaim50_breakout20 399.926666666667 399.926666666667 399.926666666667 377.67039556631806
106 2022-02-22 0.4 0.2 SELL trend_crisis 273.843333333333 399.926666666667 399.926666666667
107 2022-08-15 0.2 0.4 BUY reentry_reclaim50_breakout20 309.32 309.32 309.32
108 2022-09-19 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 309.07 309.07 309.07
109 2022-10-05 0.6000000000000001 0.3500000000000001 SELL trend_crisis 240.81 309.07 309.07
110 2022-10-12 0.3500000000000001 0.2 SELL trend_crisis 217.24 309.07 309.07
111 2023-03-31 0.2 0.4 BUY reentry_reclaim50_breakout20 207.46 207.46 207.46
112 2023-04-25 0.4 0.2 SELL trend_crisis 160.67 207.46 207.46
113 2023-06-07 0.2 0.4 BUY reentry_reclaim50_breakout20 224.57 224.57 224.57
114 2023-07-03 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 279.82 279.82 279.82 246.25495148813224
115 2023-07-18 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 293.34 293.34 293.34
116 2023-10-20 0.8 0.55 SELL trend_crisis 211.99 293.34 293.34
117 2023-10-27 0.55 0.30000000000000004 SELL trend_crisis 207.3299 293.34 293.34
118 2023-11-06 0.30000000000000004 0.2 SELL trend_crisis 219.27 293.34 293.34
119 2024-06-17 0.2 0.4 BUY reentry_reclaim50_breakout20 187.44 187.44 187.44
120 2024-07-02 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 231.26 231.26 231.26 208.06499511000607
121 2024-08-05 0.6000000000000001 0.3500000000000001 SELL trend_crisis 198.88 263.26 231.26
122 2024-08-12 0.3500000000000001 0.2 SELL trend_crisis 197.49 263.26 231.26
123 2024-09-05 0.2 0.4 BUY reentry_reclaim50_breakout20 230.17 230.17 230.17
124 2024-09-19 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 243.92 243.92 243.92
125 2024-10-25 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 269.19 269.19 269.19
126 2024-11-08 0.8 1.0 BUY reentry_reclaim50_breakout20 321.22 321.22 321.22 292.6035
127 2024-12-23 1.0 0.8 SELL two_close_floor 430.6 479.86 321.22 431.694754
128 2024-12-31 0.8 0.6000000000000001 SELL two_close_floor 403.84 479.86 321.22 431.694754
129 2025-01-08 0.6000000000000001 0.20000000000000007 SELL gap_floor 394.94 479.86 321.22 437.5108331879469
130 2025-01-16 0.20000000000000007 0.2 SELL two_close_floor 413.82 479.86 321.22 437.5108331879469
131 2025-05-27 0.2 0.4 BUY reentry_reclaim50_breakout20 362.89 362.89 362.89 455.707736
132 2025-09-11 0.4 0.6000000000000001 BUY reentry_reclaim50_breakout20 368.81 368.81 368.81
133 2025-09-29 0.6000000000000001 0.8 BUY reentry_reclaim50_breakout20 443.21 443.21 443.21 397.1584275629881
134 2025-10-28 0.8 1.0 BUY reentry_reclaim50_breakout20 460.55 460.55 460.55
135 2026-03-19 1.0 0.75 SELL trend_crisis 380.3 489.88 460.55
@@ -0,0 +1,10 @@
,cagr,cagr,cagr,cagr,cagr,mdd,mdd,mdd,mdd,mdd,calmar,calmar,calmar,calmar,calmar,turnover_annual,turnover_annual,turnover_annual,turnover_annual,turnover_annual,avg_exposure,avg_exposure,avg_exposure,avg_exposure,avg_exposure
strategy,buy_hold,kartsell_v11_original,kartsell_v12_candidate,trailing_12,trend_10m_shifted,buy_hold,kartsell_v11_original,kartsell_v12_candidate,trailing_12,trend_10m_shifted,buy_hold,kartsell_v11_original,kartsell_v12_candidate,trailing_12,trend_10m_shifted,buy_hold,kartsell_v11_original,kartsell_v12_candidate,trailing_12,trend_10m_shifted,buy_hold,kartsell_v11_original,kartsell_v12_candidate,trailing_12,trend_10m_shifted
symbol,,,,,,,,,,,,,,,,,,,,,,,,,
AAMRQ,5.280061145634115,4.860754491653322,1.0947482978641734,1.4206482020164874,3.941233680559143,-0.624817518248175,-0.5819134647996278,-0.4260527498444858,-0.549891054014899,-0.6248175182481751,8.45056515130694,8.353053822748441,2.569513512737024,2.5835084816236993,6.307815586876199,0.0,7.711412268188303,2.3446861626248214,9.899786019971469,1.0420827389443652,1.0,0.6949380165289255,0.3162190082644627,0.42768595041322316,0.5661157024793388
AAPL,0.25854304279550067,0.18409690860035655,0.19214173272468993,0.18620993934421315,0.15146784669427937,-0.6086621454993839,-0.4664865948339241,-0.3522678140654937,-0.4033459757953404,-0.5849358465854058,0.42477266691749993,0.3946456567865529,0.5454422034962494,0.46166306475981045,0.2589477932981557,0.0,9.584168329532496,1.5748022377423032,3.956527936145952,1.4576681870011403,1.0,0.7909664735099338,0.6771109271523179,0.7518625827814569,0.7175082781456954
AIG,-0.14304072017301717,-0.01187091701392684,0.006193780510209912,0.004162183281375409,0.007748512108483041,-0.9951823812801102,-0.7045487697414243,-0.6378864582068315,-0.6153350156712019,-0.5731045166796069,-0.14373317179211198,-0.016848964221857308,0.009709847936921728,0.006764093014981988,0.01352024261364325,0.0,15.990099415621435,1.1244868871151654,4.268885404789054,1.9262043899657926,1.0,0.6603166390728477,0.6365273178807946,0.6877069536423841,0.5666390728476821
AMZN,0.274867971328842,0.1886762192704028,0.20870119938326126,0.20273550785813854,0.1317120538816141,-0.6525490974013093,-0.4516668297936334,-0.36339735877711066,-0.4279228641917254,-0.5521347709974114,0.4212219010392742,0.41773317592662046,0.5743057684446955,0.47376647714552933,0.23855055106143935,0.0,10.23751603477765,1.684127351767389,4.320944982896237,1.4576681870011403,1.0,0.7905008278145695,0.692042632450331,0.7276490066225165,0.7106788079470199
NVDA,0.3426812181916954,0.3610675240417549,0.29920226620069656,0.26531826049572116,0.2716883835554724,-0.8507840161861403,-0.5398427431819761,-0.48664809111465057,-0.42761894904051356,-0.6000947715047931,0.4027828587187765,0.6688383396867156,0.6148226442548745,0.6204548724770949,0.4527424607853001,0.0,11.375017816419613,1.671112457240593,5.726553591790194,1.0411915621436716,1.0,0.7671771523178808,0.6336092715231789,0.6314155629139073,0.6827400662251656
SPY,0.08253661848594107,0.05980018644238427,0.054803990321808715,0.06947705838059326,0.06867586136977955,-0.5647367075664625,-0.3034207595525803,-0.3519488341836118,-0.42185928034115716,-0.3410474670449847,0.1461506174117919,0.19708666780270648,0.15571578877064118,0.16469249728110102,0.20136745762935426,0.0,9.70390535917902,1.2910775370581526,1.4576681870011403,1.6659064994298747,1.0,0.8120086884567645,0.8196731485312371,0.90235829540753,0.7438973934629707
TSLA,0.4136041132682262,0.2692052224182522,0.2588239207339742,0.25955915229344173,0.23529398801287393,-0.7363221699148719,-0.6049127954541017,-0.47563938727085087,-0.4636718093725156,-0.6062653964378368,0.5617162298889412,0.4450314565030198,0.5441599826689458,0.5597906688454958,0.3881039383005586,0.0,13.425783562597944,1.7712367229670904,7.4411022113877765,2.41676823959603,1.0,0.7210692618806877,0.49443882709807885,0.5080889787664308,0.6142568250758341
1 cagr cagr cagr cagr cagr mdd mdd mdd mdd mdd calmar calmar calmar calmar calmar turnover_annual turnover_annual turnover_annual turnover_annual turnover_annual avg_exposure avg_exposure avg_exposure avg_exposure avg_exposure
2 strategy buy_hold kartsell_v11_original kartsell_v12_candidate trailing_12 trend_10m_shifted buy_hold kartsell_v11_original kartsell_v12_candidate trailing_12 trend_10m_shifted buy_hold kartsell_v11_original kartsell_v12_candidate trailing_12 trend_10m_shifted buy_hold kartsell_v11_original kartsell_v12_candidate trailing_12 trend_10m_shifted buy_hold kartsell_v11_original kartsell_v12_candidate trailing_12 trend_10m_shifted
3 symbol
4 AAMRQ 5.280061145634115 4.860754491653322 1.0947482978641734 1.4206482020164874 3.941233680559143 -0.624817518248175 -0.5819134647996278 -0.4260527498444858 -0.549891054014899 -0.6248175182481751 8.45056515130694 8.353053822748441 2.569513512737024 2.5835084816236993 6.307815586876199 0.0 7.711412268188303 2.3446861626248214 9.899786019971469 1.0420827389443652 1.0 0.6949380165289255 0.3162190082644627 0.42768595041322316 0.5661157024793388
5 AAPL 0.25854304279550067 0.18409690860035655 0.19214173272468993 0.18620993934421315 0.15146784669427937 -0.6086621454993839 -0.4664865948339241 -0.3522678140654937 -0.4033459757953404 -0.5849358465854058 0.42477266691749993 0.3946456567865529 0.5454422034962494 0.46166306475981045 0.2589477932981557 0.0 9.584168329532496 1.5748022377423032 3.956527936145952 1.4576681870011403 1.0 0.7909664735099338 0.6771109271523179 0.7518625827814569 0.7175082781456954
6 AIG -0.14304072017301717 -0.01187091701392684 0.006193780510209912 0.004162183281375409 0.007748512108483041 -0.9951823812801102 -0.7045487697414243 -0.6378864582068315 -0.6153350156712019 -0.5731045166796069 -0.14373317179211198 -0.016848964221857308 0.009709847936921728 0.006764093014981988 0.01352024261364325 0.0 15.990099415621435 1.1244868871151654 4.268885404789054 1.9262043899657926 1.0 0.6603166390728477 0.6365273178807946 0.6877069536423841 0.5666390728476821
7 AMZN 0.274867971328842 0.1886762192704028 0.20870119938326126 0.20273550785813854 0.1317120538816141 -0.6525490974013093 -0.4516668297936334 -0.36339735877711066 -0.4279228641917254 -0.5521347709974114 0.4212219010392742 0.41773317592662046 0.5743057684446955 0.47376647714552933 0.23855055106143935 0.0 10.23751603477765 1.684127351767389 4.320944982896237 1.4576681870011403 1.0 0.7905008278145695 0.692042632450331 0.7276490066225165 0.7106788079470199
8 NVDA 0.3426812181916954 0.3610675240417549 0.29920226620069656 0.26531826049572116 0.2716883835554724 -0.8507840161861403 -0.5398427431819761 -0.48664809111465057 -0.42761894904051356 -0.6000947715047931 0.4027828587187765 0.6688383396867156 0.6148226442548745 0.6204548724770949 0.4527424607853001 0.0 11.375017816419613 1.671112457240593 5.726553591790194 1.0411915621436716 1.0 0.7671771523178808 0.6336092715231789 0.6314155629139073 0.6827400662251656
9 SPY 0.08253661848594107 0.05980018644238427 0.054803990321808715 0.06947705838059326 0.06867586136977955 -0.5647367075664625 -0.3034207595525803 -0.3519488341836118 -0.42185928034115716 -0.3410474670449847 0.1461506174117919 0.19708666780270648 0.15571578877064118 0.16469249728110102 0.20136745762935426 0.0 9.70390535917902 1.2910775370581526 1.4576681870011403 1.6659064994298747 1.0 0.8120086884567645 0.8196731485312371 0.90235829540753 0.7438973934629707
10 TSLA 0.4136041132682262 0.2692052224182522 0.2588239207339742 0.25955915229344173 0.23529398801287393 -0.7363221699148719 -0.6049127954541017 -0.47563938727085087 -0.4636718093725156 -0.6062653964378368 0.5617162298889412 0.4450314565030198 0.5441599826689458 0.5597906688454958 0.3881039383005586 0.0 13.425783562597944 1.7712367229670904 7.4411022113877765 2.41676823959603 1.0 0.7210692618806877 0.49443882709807885 0.5080889787664308 0.6142568250758341
@@ -0,0 +1,36 @@
symbol,asset_class,strategy,start,end,observations,cagr,mdd,calmar,annual_vol,sharpe_zero_rf,sortino_zero_rf,ulcer_index,recovery_days_max,turnover_annual,avg_exposure,cvar_5_daily,final_equity
SPY,broad_index_etf,buy_hold,2007-01-03,2026-03-20,4834,0.08253661848594107,-0.5647367075664625,0.1461506174117919,0.19784656445221732,0.5004570184253266,0.6127626190991317,14.673711598355501,1365,0.0,1.0,-0.030546169776044817,4.587748461484042
SPY,broad_index_etf,trend_10m_shifted,2007-01-03,2026-03-20,4834,0.06867586136977955,-0.3410474670449847,0.20136745762935426,0.1424910394253306,0.5383432550038203,0.5572248756973722,8.703050646777745,691,1.6659064994298747,0.7438973934629707,-0.022782115386131674,3.581755377561504
SPY,broad_index_etf,trailing_12,2007-01-03,2026-03-20,4834,0.06947705838059326,-0.42185928034115716,0.16469249728110102,0.14597543500253665,0.534151753706832,0.6234950935762098,12.854858588350659,1329,1.4576681870011403,0.90235829540753,-0.02369554074902051,3.633689831198618
SPY,broad_index_etf,kartsell_v11_original,2007-01-03,2026-03-20,4834,0.05980018644238427,-0.3034207595525803,0.19708666780270648,0.12185355031853906,0.5384305118485049,0.6894252229095356,10.605993653578231,1467,9.70390535917902,0.8120086884567645,-0.019134332718255043,3.0515579996790403
SPY,broad_index_etf,kartsell_v12_candidate,2007-01-03,2026-03-20,4834,0.054803990321808715,-0.3519488341836118,0.15571578877064118,0.1401502393062203,0.45165227820570225,0.5425574387642399,10.562844130597831,888,1.2910775370581526,0.8196731485312371,-0.02236688315735926,2.786768421286023
AAPL,large_quality_stock,buy_hold,2007-01-03,2026-03-20,4832,0.25854304279550067,-0.6086621454993839,0.42477266691749993,0.3134363679206939,0.8921815872933192,1.2216715639459352,17.16417483031582,497,0.0,1.0,-0.04534514638116913,82.85943399378488
AAPL,large_quality_stock,trend_10m_shifted,2007-01-03,2026-03-20,4832,0.15146784669427937,-0.5849358465854058,0.2589477932981557,0.25181686289035565,0.6869467131971947,0.8020945376055072,20.7832770320763,1054,1.4576681870011403,0.7175082781456954,-0.03847360240775194,15.016595732951924
AAPL,large_quality_stock,trailing_12,2007-01-03,2026-03-20,4832,0.18620993934421315,-0.4033459757953404,0.46166306475981045,0.22559161381406942,0.8713576386149253,1.072620171988613,15.425634900332307,735,3.956527936145952,0.7518625827814569,-0.034223847796077546,26.579797353914106
AAPL,large_quality_stock,kartsell_v11_original,2007-01-03,2026-03-20,4832,0.18409690860035655,-0.4664865948339241,0.3946456567865529,0.23217794481063966,0.8455669696113175,1.1387648938377715,15.6160761693815,625,9.584168329532496,0.7909664735099338,-0.0342651999587068,25.68491319722789
AAPL,large_quality_stock,kartsell_v12_candidate,2007-01-03,2026-03-20,4832,0.19214173272468993,-0.3522678140654937,0.5454422034962494,0.20470285575269279,0.96263398894477,1.30240674309021,13.979285494785355,627,1.5748022377423032,0.6771109271523179,-0.030334513393414284,29.252583821893033
AMZN,large_quality_stock,buy_hold,2007-01-03,2026-03-20,4832,0.274867971328842,-0.6525490974013093,0.4212219010392742,0.37687859339003305,0.8313938182087178,1.2558844651510672,17.81409828494756,693,0.0,1.0,-0.05057987974749088,106.13436692506457
AMZN,large_quality_stock,trend_10m_shifted,2007-01-03,2026-03-20,4832,0.1317120538816141,-0.5521347709974114,0.23855055106143935,0.2798817488209312,0.5817316051750945,0.711757776851208,20.019564641098995,881,1.4576681870011403,0.7106788079470199,-0.04085302576302596,10.769632050521386
AMZN,large_quality_stock,trailing_12,2007-01-03,2026-03-20,4832,0.20273550785813854,-0.4279228641917254,0.47376647714552933,0.2872166912581279,0.784080817395191,1.1011734980797105,17.583360272520906,721,4.320944982896237,0.7276490066225165,-0.03781886830668354,34.671204318301236
AMZN,large_quality_stock,kartsell_v11_original,2007-01-03,2026-03-20,4832,0.1886762192704028,-0.4516668297936334,0.41773317592662046,0.28100971174731004,0.7545692632718984,1.1319424640082867,18.24967627472401,961,10.23751603477765,0.7905008278145695,-0.037533070933503415,27.66166179815806
AMZN,large_quality_stock,kartsell_v12_candidate,2007-01-03,2026-03-20,4832,0.20870119938326126,-0.36339735877711066,0.5743057684446955,0.2512604475013283,0.8796518366458271,1.2985836841175233,13.168326820386575,646,1.684127351767389,0.692042632450331,-0.033619411896002434,38.12809482371177
NVDA,high_vol_stock,buy_hold,2007-01-03,2026-03-20,4832,0.3426812181916954,-0.8507840161861403,0.4027828587187765,0.49135866348501533,0.8468004639186064,1.2028706256478063,42.67148964930607,2157,0.0,1.0,-0.06865217380940218,287.2110427407304
NVDA,high_vol_stock,trend_10m_shifted,2007-01-03,2026-03-20,4832,0.2716883835554724,-0.6000947715047931,0.4527424607853001,0.381140190726539,0.8208714507299486,0.9895121920919345,33.2144069833575,1601,1.0411915621436716,0.6827400662251656,-0.05498052662247463,101.16353862797479
NVDA,high_vol_stock,trailing_12,2007-01-03,2026-03-20,4832,0.26531826049572116,-0.42761894904051356,0.6204548724770949,0.3391319391349547,0.8626730280852684,1.0409165532850648,19.789895278975223,764,5.726553591790194,0.6314155629139073,-0.04839795507971568,91.86098052089783
NVDA,high_vol_stock,kartsell_v11_original,2007-01-03,2026-03-20,4832,0.3610675240417549,-0.5398427431819761,0.6688383396867156,0.36871971398619485,1.020410136579951,1.4911284923181707,24.01168016647382,1187,11.375017816419613,0.7671771523178808,-0.05004185166438216,372.96032116281765
NVDA,high_vol_stock,kartsell_v12_candidate,2007-01-03,2026-03-20,4832,0.29920226620069656,-0.48664809111465057,0.6148226442548745,0.3133893857632349,0.9914740842940798,1.4124550998899343,21.70742287159954,1187,1.671112457240593,0.6336092715231789,-0.04349021561684879,152.61243062539862
TSLA,high_vol_stock,buy_hold,2010-06-29,2026-03-20,3956,0.4136041132682262,-0.7363221699148719,0.5617162298889412,0.5751333063044404,0.8888879825218227,1.324166497069996,27.4946565878569,778,0.0,1.0,-0.07839559595935322,231.03390539974723
TSLA,high_vol_stock,trend_10m_shifted,2010-06-29,2026-03-20,3956,0.23529398801287393,-0.6062653964378368,0.3881039383005586,0.4767114586923686,0.6806346836683344,0.798216378288465,33.057847066599784,1361,2.41676823959603,0.6142568250758341,-0.06906497741044386,27.72992178443225
TSLA,high_vol_stock,trailing_12,2010-06-29,2026-03-20,3956,0.25955915229344173,-0.4636718093725156,0.5597906688454958,0.38082841073806556,0.7952020221204454,0.8763366743714717,23.02377832832797,691,7.4411022113877765,0.5080889787664308,-0.05556986624521396,37.65167967590576
TSLA,high_vol_stock,kartsell_v11_original,2010-06-29,2026-03-20,3956,0.2692052224182522,-0.6049127954541017,0.4450314565030198,0.4485495790517712,0.7556071090338827,1.0519639781453853,32.2713378597565,1096,13.425783562597944,0.7210692618806877,-0.06301226066652185,42.450291449049224
TSLA,high_vol_stock,kartsell_v12_candidate,2010-06-29,2026-03-20,3956,0.2588239207339742,-0.47563938727085087,0.5441599826689458,0.3477167221030272,0.8351048840186167,1.1275073729544955,26.187305781124756,781,1.7712367229670904,0.49443882709807885,-0.04927100474063244,37.30758873261138
AIG,cyclical_stock,buy_hold,2007-01-03,2026-03-20,4832,-0.14304072017301717,-0.9951823812801102,-0.14373317179211198,0.6047309206757796,0.05232376788389435,0.06222442221647258,92.65364903300804,4728,0.0,1.0,-0.08417344293723897,0.05155232155232184
AIG,cyclical_stock,trend_10m_shifted,2007-01-03,2026-03-20,4832,0.007748512108483041,-0.5731045166796069,0.01352024261364325,0.22407480488120213,0.14661609642747345,0.14931801245211931,25.42562636571447,2131,1.9262043899657926,0.5666390728476821,-0.03496147459480091,1.1598209480285042
AIG,cyclical_stock,trailing_12,2007-01-03,2026-03-20,4832,0.004162183281375409,-0.6153350156712019,0.006764093014981988,0.2636214349386058,0.14760159967256817,0.15904421890001139,30.800995977179,1759,4.268885404789054,0.6877069536423841,-0.039130168332257756,1.083053601756836
AIG,cyclical_stock,kartsell_v11_original,2007-01-03,2026-03-20,4832,-0.01187091701392684,-0.7045487697414243,-0.016848964221857308,0.276650157227129,0.09326641161608007,0.12102478875898748,33.52373915913421,4221,15.990099415621435,0.6603166390728477,-0.039573884123674796,0.795018532668598
AIG,cyclical_stock,kartsell_v12_candidate,2007-01-03,2026-03-20,4832,0.006193780510209912,-0.6378864582068315,0.009709847936921728,0.2190156905322141,0.1377656078560395,0.17561995996408483,25.506366436031954,1762,1.1244868871151654,0.6365273178807946,-0.033638296276668485,1.125928369388843
AAMRQ,distressed_stock,buy_hold,2012-01-05,2013-12-06,484,5.280061145634115,-0.624817518248175,8.45056515130694,1.0519404291555188,2.250354948350644,3.7264959008030933,28.733617586558356,219,0.0,1.0,-0.10863800698124862,34.000000000000014
AAMRQ,distressed_stock,trend_10m_shifted,2012-01-05,2013-12-06,484,3.941233680559143,-0.6248175182481751,6.307815586876199,0.954267522862067,2.1285260686432834,2.523183672520767,26.703279720760055,236,1.0420827389443652,0.5661157024793388,-0.10192543447293635,21.46011582377357
AAMRQ,distressed_stock,trailing_12,2012-01-05,2013-12-06,484,1.4206482020164874,-0.549891054014899,2.5835084816236993,0.7513193312194627,1.5597400556631345,1.4083890604638196,28.067964946750447,236,9.899786019971469,0.42768595041322316,-0.08787249495195092,5.455750468829753
AAMRQ,distressed_stock,kartsell_v11_original,2012-01-05,2013-12-06,484,4.860754491653322,-0.5819134647996278,8.353053822748441,0.9431831080874924,2.3198035649551243,3.6908787306671744,25.373474991962535,219,7.711412268188303,0.6949380165289255,-0.09873266154132487,29.77707700249499
AAMRQ,distressed_stock,kartsell_v12_candidate,2012-01-05,2013-12-06,484,1.0947482978641734,-0.4260527498444858,2.569513512737024,0.47986010611946656,1.7782746333670214,2.2728995048283487,23.93702675511551,261,2.3446861626248214,0.3162190082644627,-0.06169615458767534,4.133585885438912
1 symbol asset_class strategy start end observations cagr mdd calmar annual_vol sharpe_zero_rf sortino_zero_rf ulcer_index recovery_days_max turnover_annual avg_exposure cvar_5_daily final_equity
2 SPY broad_index_etf buy_hold 2007-01-03 2026-03-20 4834 0.08253661848594107 -0.5647367075664625 0.1461506174117919 0.19784656445221732 0.5004570184253266 0.6127626190991317 14.673711598355501 1365 0.0 1.0 -0.030546169776044817 4.587748461484042
3 SPY broad_index_etf trend_10m_shifted 2007-01-03 2026-03-20 4834 0.06867586136977955 -0.3410474670449847 0.20136745762935426 0.1424910394253306 0.5383432550038203 0.5572248756973722 8.703050646777745 691 1.6659064994298747 0.7438973934629707 -0.022782115386131674 3.581755377561504
4 SPY broad_index_etf trailing_12 2007-01-03 2026-03-20 4834 0.06947705838059326 -0.42185928034115716 0.16469249728110102 0.14597543500253665 0.534151753706832 0.6234950935762098 12.854858588350659 1329 1.4576681870011403 0.90235829540753 -0.02369554074902051 3.633689831198618
5 SPY broad_index_etf kartsell_v11_original 2007-01-03 2026-03-20 4834 0.05980018644238427 -0.3034207595525803 0.19708666780270648 0.12185355031853906 0.5384305118485049 0.6894252229095356 10.605993653578231 1467 9.70390535917902 0.8120086884567645 -0.019134332718255043 3.0515579996790403
6 SPY broad_index_etf kartsell_v12_candidate 2007-01-03 2026-03-20 4834 0.054803990321808715 -0.3519488341836118 0.15571578877064118 0.1401502393062203 0.45165227820570225 0.5425574387642399 10.562844130597831 888 1.2910775370581526 0.8196731485312371 -0.02236688315735926 2.786768421286023
7 AAPL large_quality_stock buy_hold 2007-01-03 2026-03-20 4832 0.25854304279550067 -0.6086621454993839 0.42477266691749993 0.3134363679206939 0.8921815872933192 1.2216715639459352 17.16417483031582 497 0.0 1.0 -0.04534514638116913 82.85943399378488
8 AAPL large_quality_stock trend_10m_shifted 2007-01-03 2026-03-20 4832 0.15146784669427937 -0.5849358465854058 0.2589477932981557 0.25181686289035565 0.6869467131971947 0.8020945376055072 20.7832770320763 1054 1.4576681870011403 0.7175082781456954 -0.03847360240775194 15.016595732951924
9 AAPL large_quality_stock trailing_12 2007-01-03 2026-03-20 4832 0.18620993934421315 -0.4033459757953404 0.46166306475981045 0.22559161381406942 0.8713576386149253 1.072620171988613 15.425634900332307 735 3.956527936145952 0.7518625827814569 -0.034223847796077546 26.579797353914106
10 AAPL large_quality_stock kartsell_v11_original 2007-01-03 2026-03-20 4832 0.18409690860035655 -0.4664865948339241 0.3946456567865529 0.23217794481063966 0.8455669696113175 1.1387648938377715 15.6160761693815 625 9.584168329532496 0.7909664735099338 -0.0342651999587068 25.68491319722789
11 AAPL large_quality_stock kartsell_v12_candidate 2007-01-03 2026-03-20 4832 0.19214173272468993 -0.3522678140654937 0.5454422034962494 0.20470285575269279 0.96263398894477 1.30240674309021 13.979285494785355 627 1.5748022377423032 0.6771109271523179 -0.030334513393414284 29.252583821893033
12 AMZN large_quality_stock buy_hold 2007-01-03 2026-03-20 4832 0.274867971328842 -0.6525490974013093 0.4212219010392742 0.37687859339003305 0.8313938182087178 1.2558844651510672 17.81409828494756 693 0.0 1.0 -0.05057987974749088 106.13436692506457
13 AMZN large_quality_stock trend_10m_shifted 2007-01-03 2026-03-20 4832 0.1317120538816141 -0.5521347709974114 0.23855055106143935 0.2798817488209312 0.5817316051750945 0.711757776851208 20.019564641098995 881 1.4576681870011403 0.7106788079470199 -0.04085302576302596 10.769632050521386
14 AMZN large_quality_stock trailing_12 2007-01-03 2026-03-20 4832 0.20273550785813854 -0.4279228641917254 0.47376647714552933 0.2872166912581279 0.784080817395191 1.1011734980797105 17.583360272520906 721 4.320944982896237 0.7276490066225165 -0.03781886830668354 34.671204318301236
15 AMZN large_quality_stock kartsell_v11_original 2007-01-03 2026-03-20 4832 0.1886762192704028 -0.4516668297936334 0.41773317592662046 0.28100971174731004 0.7545692632718984 1.1319424640082867 18.24967627472401 961 10.23751603477765 0.7905008278145695 -0.037533070933503415 27.66166179815806
16 AMZN large_quality_stock kartsell_v12_candidate 2007-01-03 2026-03-20 4832 0.20870119938326126 -0.36339735877711066 0.5743057684446955 0.2512604475013283 0.8796518366458271 1.2985836841175233 13.168326820386575 646 1.684127351767389 0.692042632450331 -0.033619411896002434 38.12809482371177
17 NVDA high_vol_stock buy_hold 2007-01-03 2026-03-20 4832 0.3426812181916954 -0.8507840161861403 0.4027828587187765 0.49135866348501533 0.8468004639186064 1.2028706256478063 42.67148964930607 2157 0.0 1.0 -0.06865217380940218 287.2110427407304
18 NVDA high_vol_stock trend_10m_shifted 2007-01-03 2026-03-20 4832 0.2716883835554724 -0.6000947715047931 0.4527424607853001 0.381140190726539 0.8208714507299486 0.9895121920919345 33.2144069833575 1601 1.0411915621436716 0.6827400662251656 -0.05498052662247463 101.16353862797479
19 NVDA high_vol_stock trailing_12 2007-01-03 2026-03-20 4832 0.26531826049572116 -0.42761894904051356 0.6204548724770949 0.3391319391349547 0.8626730280852684 1.0409165532850648 19.789895278975223 764 5.726553591790194 0.6314155629139073 -0.04839795507971568 91.86098052089783
20 NVDA high_vol_stock kartsell_v11_original 2007-01-03 2026-03-20 4832 0.3610675240417549 -0.5398427431819761 0.6688383396867156 0.36871971398619485 1.020410136579951 1.4911284923181707 24.01168016647382 1187 11.375017816419613 0.7671771523178808 -0.05004185166438216 372.96032116281765
21 NVDA high_vol_stock kartsell_v12_candidate 2007-01-03 2026-03-20 4832 0.29920226620069656 -0.48664809111465057 0.6148226442548745 0.3133893857632349 0.9914740842940798 1.4124550998899343 21.70742287159954 1187 1.671112457240593 0.6336092715231789 -0.04349021561684879 152.61243062539862
22 TSLA high_vol_stock buy_hold 2010-06-29 2026-03-20 3956 0.4136041132682262 -0.7363221699148719 0.5617162298889412 0.5751333063044404 0.8888879825218227 1.324166497069996 27.4946565878569 778 0.0 1.0 -0.07839559595935322 231.03390539974723
23 TSLA high_vol_stock trend_10m_shifted 2010-06-29 2026-03-20 3956 0.23529398801287393 -0.6062653964378368 0.3881039383005586 0.4767114586923686 0.6806346836683344 0.798216378288465 33.057847066599784 1361 2.41676823959603 0.6142568250758341 -0.06906497741044386 27.72992178443225
24 TSLA high_vol_stock trailing_12 2010-06-29 2026-03-20 3956 0.25955915229344173 -0.4636718093725156 0.5597906688454958 0.38082841073806556 0.7952020221204454 0.8763366743714717 23.02377832832797 691 7.4411022113877765 0.5080889787664308 -0.05556986624521396 37.65167967590576
25 TSLA high_vol_stock kartsell_v11_original 2010-06-29 2026-03-20 3956 0.2692052224182522 -0.6049127954541017 0.4450314565030198 0.4485495790517712 0.7556071090338827 1.0519639781453853 32.2713378597565 1096 13.425783562597944 0.7210692618806877 -0.06301226066652185 42.450291449049224
26 TSLA high_vol_stock kartsell_v12_candidate 2010-06-29 2026-03-20 3956 0.2588239207339742 -0.47563938727085087 0.5441599826689458 0.3477167221030272 0.8351048840186167 1.1275073729544955 26.187305781124756 781 1.7712367229670904 0.49443882709807885 -0.04927100474063244 37.30758873261138
27 AIG cyclical_stock buy_hold 2007-01-03 2026-03-20 4832 -0.14304072017301717 -0.9951823812801102 -0.14373317179211198 0.6047309206757796 0.05232376788389435 0.06222442221647258 92.65364903300804 4728 0.0 1.0 -0.08417344293723897 0.05155232155232184
28 AIG cyclical_stock trend_10m_shifted 2007-01-03 2026-03-20 4832 0.007748512108483041 -0.5731045166796069 0.01352024261364325 0.22407480488120213 0.14661609642747345 0.14931801245211931 25.42562636571447 2131 1.9262043899657926 0.5666390728476821 -0.03496147459480091 1.1598209480285042
29 AIG cyclical_stock trailing_12 2007-01-03 2026-03-20 4832 0.004162183281375409 -0.6153350156712019 0.006764093014981988 0.2636214349386058 0.14760159967256817 0.15904421890001139 30.800995977179 1759 4.268885404789054 0.6877069536423841 -0.039130168332257756 1.083053601756836
30 AIG cyclical_stock kartsell_v11_original 2007-01-03 2026-03-20 4832 -0.01187091701392684 -0.7045487697414243 -0.016848964221857308 0.276650157227129 0.09326641161608007 0.12102478875898748 33.52373915913421 4221 15.990099415621435 0.6603166390728477 -0.039573884123674796 0.795018532668598
31 AIG cyclical_stock kartsell_v12_candidate 2007-01-03 2026-03-20 4832 0.006193780510209912 -0.6378864582068315 0.009709847936921728 0.2190156905322141 0.1377656078560395 0.17561995996408483 25.506366436031954 1762 1.1244868871151654 0.6365273178807946 -0.033638296276668485 1.125928369388843
32 AAMRQ distressed_stock buy_hold 2012-01-05 2013-12-06 484 5.280061145634115 -0.624817518248175 8.45056515130694 1.0519404291555188 2.250354948350644 3.7264959008030933 28.733617586558356 219 0.0 1.0 -0.10863800698124862 34.000000000000014
33 AAMRQ distressed_stock trend_10m_shifted 2012-01-05 2013-12-06 484 3.941233680559143 -0.6248175182481751 6.307815586876199 0.954267522862067 2.1285260686432834 2.523183672520767 26.703279720760055 236 1.0420827389443652 0.5661157024793388 -0.10192543447293635 21.46011582377357
34 AAMRQ distressed_stock trailing_12 2012-01-05 2013-12-06 484 1.4206482020164874 -0.549891054014899 2.5835084816236993 0.7513193312194627 1.5597400556631345 1.4083890604638196 28.067964946750447 236 9.899786019971469 0.42768595041322316 -0.08787249495195092 5.455750468829753
35 AAMRQ distressed_stock kartsell_v11_original 2012-01-05 2013-12-06 484 4.860754491653322 -0.5819134647996278 8.353053822748441 0.9431831080874924 2.3198035649551243 3.6908787306671744 25.373474991962535 219 7.711412268188303 0.6949380165289255 -0.09873266154132487 29.77707700249499
36 AAMRQ distressed_stock kartsell_v12_candidate 2012-01-05 2013-12-06 484 1.0947482978641734 -0.4260527498444858 2.569513512737024 0.47986010611946656 1.7782746333670214 2.2728995048283487 23.93702675511551 261 2.3446861626248214 0.3162190082644627 -0.06169615458767534 4.133585885438912
@@ -0,0 +1,8 @@
symbol,start,end,rows,raw_sorted,raw_duplicate_dates,invalid_ohlc_rows,abs_daily_return_gt_50pct,max_calendar_gap_days,zero_or_missing_volume_rows,total_return_available,pit_fundamentals_available,corporate_action_table_available
SPY,2007-01-03,2026-03-20,4834,False,0,6,0,5,0,False,False,False
AAPL,2007-01-03,2026-03-20,4832,True,0,0,0,5,0,False,False,False
AMZN,2007-01-03,2026-03-20,4832,True,0,0,0,5,0,False,False,False
NVDA,2007-01-03,2026-03-20,4832,True,0,0,0,5,0,False,False,False
TSLA,2010-06-29,2026-03-20,3956,False,0,0,0,5,1,False,False,False
AIG,2007-01-03,2026-03-20,4832,True,0,0,3,5,0,False,False,False
AAMRQ,2012-01-05,2013-12-06,484,True,0,0,1,5,0,False,False,False
1 symbol start end rows raw_sorted raw_duplicate_dates invalid_ohlc_rows abs_daily_return_gt_50pct max_calendar_gap_days zero_or_missing_volume_rows total_return_available pit_fundamentals_available corporate_action_table_available
2 SPY 2007-01-03 2026-03-20 4834 False 0 6 0 5 0 False False False
3 AAPL 2007-01-03 2026-03-20 4832 True 0 0 0 5 0 False False False
4 AMZN 2007-01-03 2026-03-20 4832 True 0 0 0 5 0 False False False
5 NVDA 2007-01-03 2026-03-20 4832 True 0 0 0 5 0 False False False
6 TSLA 2010-06-29 2026-03-20 3956 False 0 0 0 5 1 False False False
7 AIG 2007-01-03 2026-03-20 4832 True 0 0 3 5 0 False False False
8 AAMRQ 2012-01-05 2013-12-06 484 True 0 0 1 5 0 False False False
@@ -0,0 +1,7 @@
strategy,cagr,cagr_opportunity_cost_vs_buy_hold_pp,mdd,mdd_improvement_vs_buy_hold_pp,relative_mdd_reduction_vs_buy_hold_pct,calmar,turnover_annual,avg_exposure
buy_hold,0.2430870493334529,0.0,-0.773128358978349,0.0,0.0,0.3144200397133025,0.0,1.0
trend_10m_shifted,0.1635747226405388,7.951232669291411,-0.3406796024449164,43.24487565334326,55.934923549420986,0.4801424020300329,1.6329354332953243,0.6660736450144807
trailing_12,0.1855134059338534,5.75736433995995,-0.3401701760332102,43.29581829451388,56.00081511914421,0.5453547048044038,4.468447120866591,0.7040752999586264
kartsell_v11_original,0.1944460763798858,4.864097295356709,-0.4376169049457289,33.551145403262005,43.39660421666357,0.4443294447320313,11.57943842645382,0.7552554820024825
kartsell_v12_candidate,0.1823237785327855,6.07632708006674,-0.3729701052232771,40.015825375507184,51.7583204791325,0.4888428750171227,1.5076453819840363,0.6618242311405323
kartsell_v12_plus_capital_floor,0.1598205106814412,8.32665386520117,-0.2744257605783987,49.87025983999503,64.50450208021876,0.582381589631354,3.390939664694983,0.6159158391945938
1 strategy cagr cagr_opportunity_cost_vs_buy_hold_pp mdd mdd_improvement_vs_buy_hold_pp relative_mdd_reduction_vs_buy_hold_pct calmar turnover_annual avg_exposure
2 buy_hold 0.2430870493334529 0.0 -0.773128358978349 0.0 0.0 0.3144200397133025 0.0 1.0
3 trend_10m_shifted 0.1635747226405388 7.951232669291411 -0.3406796024449164 43.24487565334326 55.934923549420986 0.4801424020300329 1.6329354332953243 0.6660736450144807
4 trailing_12 0.1855134059338534 5.75736433995995 -0.3401701760332102 43.29581829451388 56.00081511914421 0.5453547048044038 4.468447120866591 0.7040752999586264
5 kartsell_v11_original 0.1944460763798858 4.864097295356709 -0.4376169049457289 33.551145403262005 43.39660421666357 0.4443294447320313 11.57943842645382 0.7552554820024825
6 kartsell_v12_candidate 0.1823237785327855 6.07632708006674 -0.3729701052232771 40.015825375507184 51.7583204791325 0.4888428750171227 1.5076453819840363 0.6618242311405323
7 kartsell_v12_plus_capital_floor 0.1598205106814412 8.32665386520117 -0.2744257605783987 49.87025983999503 64.50450208021876 0.582381589631354 3.390939664694983 0.6159158391945938
@@ -0,0 +1,36 @@
period,strategy,cagr,mdd,calmar
covid_2020,buy_hold,0.7885650315600143,-0.35848051776144974,2.920363987687751
covid_2020,kartsell_v11_original,0.6393075869221565,-0.2978100793488285,2.5715354335748852
covid_2020,kartsell_v12_candidate,0.45945056070308476,-0.20745938955756799,2.508015749983623
covid_2020,trailing_12,0.4816873351275217,-0.23677943399009616,2.0326154485427503
covid_2020,trend_10m_shifted,0.7885650315600143,-0.32766004159095186,2.920363987687751
frozen_oos_2024_latest,buy_hold,0.14838499895950397,-0.32155176918666606,0.4176066802067687
frozen_oos_2024_latest,kartsell_v11_original,0.0627328216312107,-0.2540457389270926,0.2643525522438644
frozen_oos_2024_latest,kartsell_v12_candidate,0.1075123037208092,-0.19745601876781743,0.6290807086536241
frozen_oos_2024_latest,trailing_12,0.1073146340536256,-0.267646442732267,0.486933028053703
frozen_oos_2024_latest,trend_10m_shifted,0.0533767480399006,-0.29209186201857895,0.2158850931869048
gfc_2007_2009,buy_hold,-0.0764197578755426,-0.6525490974013093,-0.0952038569620518
gfc_2007_2009,kartsell_v11_original,0.1335444216873929,-0.4664865948339241,0.2473765246898507
gfc_2007_2009,kartsell_v12_candidate,0.0834366561405661,-0.3633973587771106,0.171451727981625
gfc_2007_2009,trailing_12,0.1246247190474814,-0.4033459757953404,0.3696063281747372
gfc_2007_2009,trend_10m_shifted,-0.0196670560279643,-0.4638699759588963,-0.0356200280457551
inflation_bear_2022,buy_hold,-0.38558817803329637,-0.4136794685770141,-0.8448738442294399
inflation_bear_2022,kartsell_v11_original,-0.23195638622257905,-0.25266491445165706,-0.8991627225186645
inflation_bear_2022,kartsell_v12_candidate,-0.22286745006371506,-0.2479209055366787,-0.8841843244574531
inflation_bear_2022,trailing_12,-0.017528993838724652,-0.25553178468914717,-0.03364247206794524
inflation_bear_2022,trend_10m_shifted,-0.18600365623157977,-0.26588437825355027,-0.5825214269254583
research_2007_2013,buy_hold,0.1757163349629317,-0.6306056214503466,0.2911824811307291
research_2007_2013,kartsell_v11_original,0.13331769755087305,-0.4590767123137787,0.2772406773632454
research_2007_2013,kartsell_v12_candidate,0.15109469463925923,-0.39635123540519857,0.4179413502710848
research_2007_2013,trailing_12,0.1639198156804516,-0.3814532837796107,0.42373491754320275
research_2007_2013,trend_10m_shifted,0.055157569801036546,-0.5626196438385092,0.15477953013418091
rolling_oos_2018_2023,buy_hold,0.23043525569802226,-0.6125366034513554,0.5028487571957798
rolling_oos_2018_2023,kartsell_v11_original,0.15678459217834778,-0.387955098576084,0.48879582238729746
rolling_oos_2018_2023,kartsell_v12_candidate,0.15558188322567418,-0.31922691423735217,0.497094564468912
rolling_oos_2018_2023,trailing_12,0.16576758860729773,-0.3631898541883097,0.4258395288341429
rolling_oos_2018_2023,trend_10m_shifted,0.18540421609520225,-0.3883139253699812,0.5485848482314084
validation_2014_2017,buy_hold,0.203055160723093,-0.27906481579274445,0.6579724528575979
validation_2014_2017,kartsell_v11_original,0.13923762361827724,-0.22112757293788254,0.6101772722582108
validation_2014_2017,kartsell_v12_candidate,0.13000367503788807,-0.22015907123924655,0.5952458621110567
validation_2014_2017,trailing_12,0.1641799549613808,-0.3058432086775446,0.4129003110508852
validation_2014_2017,trend_10m_shifted,0.14553968533245815,-0.2504419817416135,0.5169436384964923
1 period strategy cagr mdd calmar
2 covid_2020 buy_hold 0.7885650315600143 -0.35848051776144974 2.920363987687751
3 covid_2020 kartsell_v11_original 0.6393075869221565 -0.2978100793488285 2.5715354335748852
4 covid_2020 kartsell_v12_candidate 0.45945056070308476 -0.20745938955756799 2.508015749983623
5 covid_2020 trailing_12 0.4816873351275217 -0.23677943399009616 2.0326154485427503
6 covid_2020 trend_10m_shifted 0.7885650315600143 -0.32766004159095186 2.920363987687751
7 frozen_oos_2024_latest buy_hold 0.14838499895950397 -0.32155176918666606 0.4176066802067687
8 frozen_oos_2024_latest kartsell_v11_original 0.0627328216312107 -0.2540457389270926 0.2643525522438644
9 frozen_oos_2024_latest kartsell_v12_candidate 0.1075123037208092 -0.19745601876781743 0.6290807086536241
10 frozen_oos_2024_latest trailing_12 0.1073146340536256 -0.267646442732267 0.486933028053703
11 frozen_oos_2024_latest trend_10m_shifted 0.0533767480399006 -0.29209186201857895 0.2158850931869048
12 gfc_2007_2009 buy_hold -0.0764197578755426 -0.6525490974013093 -0.0952038569620518
13 gfc_2007_2009 kartsell_v11_original 0.1335444216873929 -0.4664865948339241 0.2473765246898507
14 gfc_2007_2009 kartsell_v12_candidate 0.0834366561405661 -0.3633973587771106 0.171451727981625
15 gfc_2007_2009 trailing_12 0.1246247190474814 -0.4033459757953404 0.3696063281747372
16 gfc_2007_2009 trend_10m_shifted -0.0196670560279643 -0.4638699759588963 -0.0356200280457551
17 inflation_bear_2022 buy_hold -0.38558817803329637 -0.4136794685770141 -0.8448738442294399
18 inflation_bear_2022 kartsell_v11_original -0.23195638622257905 -0.25266491445165706 -0.8991627225186645
19 inflation_bear_2022 kartsell_v12_candidate -0.22286745006371506 -0.2479209055366787 -0.8841843244574531
20 inflation_bear_2022 trailing_12 -0.017528993838724652 -0.25553178468914717 -0.03364247206794524
21 inflation_bear_2022 trend_10m_shifted -0.18600365623157977 -0.26588437825355027 -0.5825214269254583
22 research_2007_2013 buy_hold 0.1757163349629317 -0.6306056214503466 0.2911824811307291
23 research_2007_2013 kartsell_v11_original 0.13331769755087305 -0.4590767123137787 0.2772406773632454
24 research_2007_2013 kartsell_v12_candidate 0.15109469463925923 -0.39635123540519857 0.4179413502710848
25 research_2007_2013 trailing_12 0.1639198156804516 -0.3814532837796107 0.42373491754320275
26 research_2007_2013 trend_10m_shifted 0.055157569801036546 -0.5626196438385092 0.15477953013418091
27 rolling_oos_2018_2023 buy_hold 0.23043525569802226 -0.6125366034513554 0.5028487571957798
28 rolling_oos_2018_2023 kartsell_v11_original 0.15678459217834778 -0.387955098576084 0.48879582238729746
29 rolling_oos_2018_2023 kartsell_v12_candidate 0.15558188322567418 -0.31922691423735217 0.497094564468912
30 rolling_oos_2018_2023 trailing_12 0.16576758860729773 -0.3631898541883097 0.4258395288341429
31 rolling_oos_2018_2023 trend_10m_shifted 0.18540421609520225 -0.3883139253699812 0.5485848482314084
32 validation_2014_2017 buy_hold 0.203055160723093 -0.27906481579274445 0.6579724528575979
33 validation_2014_2017 kartsell_v11_original 0.13923762361827724 -0.22112757293788254 0.6101772722582108
34 validation_2014_2017 kartsell_v12_candidate 0.13000367503788807 -0.22015907123924655 0.5952458621110567
35 validation_2014_2017 trailing_12 0.1641799549613808 -0.3058432086775446 0.4129003110508852
36 validation_2014_2017 trend_10m_shifted 0.14553968533245815 -0.2504419817416135 0.5169436384964923
@@ -0,0 +1,211 @@
symbol,strategy,period,start,end,observations,cagr,mdd,calmar,annual_vol,sharpe_zero_rf,sortino_zero_rf,ulcer_index,recovery_days_max,turnover_annual,avg_exposure,cvar_5_daily,final_equity
SPY,buy_hold,research_2007_2013,2007-01-03,2013-12-31,1762,0.038966604621770706,-0.5647367075664625,0.06899959591733254,0.2346410048795407,0.2800802817909169,0.349689900444448,22.411594039539622,1365,0.0,1.0,-0.03618437678223488,1.3064299356299014
SPY,buy_hold,validation_2014_2017,2014-01-02,2017-12-29,1007,0.09665426010446909,-0.1435128805620628,0.6734883985738863,0.12116541103544176,0.820909145220892,1.058234120994431,3.3308470511167676,286,0.0,1.0,-0.018635319586264226,1.4449076831447294
SPY,buy_hold,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.10120510657061454,-0.3410474670449849,0.29674786166133693,0.20462190686748863,0.5739739560433235,0.6996154625421006,9.544030806026624,500,0.0,1.0,-0.03151500945315074,1.7811211871393196
SPY,buy_hold,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.1508443682651721,-0.18998906889856926,0.7939634061036659,0.1605137936596865,0.9574246667413289,1.238850381233741,3.594812440567294,88,0.0,1.0,-0.023125545776803782,1.364519997475331
SPY,buy_hold,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.07641975787554267,-0.5647367075664625,-0.13531926799100272,0.29881244788618727,-0.11654761208995211,-0.15062565396439415,27.363048719522638,562,0.0,1.0,-0.04588823981002598,0.7882860578623436
SPY,buy_hold,covid_2020,2020-01-02,2020-12-31,253,0.16222085809454612,-0.34104746704498445,0.4756547805503832,0.33513205988181893,0.6139560075744162,0.692412628059644,10.437517211719747,125,0.0,1.0,-0.054910060147781034,1.1616230659292874
SPY,buy_hold,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.19686781143876186,-0.2536057440706705,-0.7762750491325706,0.24268686214050286,-0.7751022551142511,-1.2463125100329848,15.632584101281726,250,0.0,1.0,-0.03353781671719894,0.8051835944079505
SPY,trend_10m_shifted,research_2007_2013,2007-01-03,2013-12-31,1762,0.04191023869297816,-0.225727519930633,0.1856673865280465,0.12567343773194448,0.3897799508933091,0.37174416090005175,9.937456951020444,691,1.4301096319498825,0.5811577752553916,-0.020978204606619307,1.3325327592389218
SPY,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-29,1007,0.053693092832521216,-0.20286782654434776,0.26467032129800866,0.11318166571982849,0.518010577653717,0.613788381074447,8.654913790218846,594,1.0027453671928621,0.8957298907646475,-0.01834437892317694,1.231991697431583
SPY,trend_10m_shifted,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.10059630947579734,-0.3410474670449847,0.29496278141989113,0.17070005460139473,0.647535251916958,0.6523875357766006,8.290012817649522,282,2.5051440329218106,0.7660702451954937,-0.027003296417663553,1.7752333248465646
SPY,trend_10m_shifted,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.09769715803355195,-0.1899890688985687,0.5142251530571502,0.15579888061763061,0.6772269402275903,0.832805101290063,4.8338547255126745,172,1.3561262376237624,0.9244604316546763,-0.02306899681718551,1.2290082664502187
SPY,trend_10m_shifted,gfc_2007_2009,2007-01-03,2009-12-31,756,0.011901119061099807,-0.1528014670199116,0.07788615707170514,0.08018331974640192,0.1873789560929991,0.12058667378746822,8.490838370047788,691,1.3366880146386093,0.24603174603174602,-0.014728673282281434,1.0360376629480472
SPY,trend_10m_shifted,covid_2020,2020-01-02,2020-12-31,253,-0.03050182631396703,-0.34104746704498445,-0.08943572159691135,0.2964968152381516,0.04578777841511295,0.04301985016505652,17.835438980133457,220,2.006868131868132,0.7509881422924901,-0.051635748060062485,0.9696009575136647
SPY,trend_10m_shifted,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.05528235385466429,-0.12865546042578158,-0.429693024079265,0.13810636087195022,-0.33959443834906283,-0.30554890413898694,6.6053533804810245,250,3.0353185595567864,0.32669322709163345,-0.023867223746883565,0.9453429936529613
SPY,trailing_12,research_2007_2013,2007-01-03,2013-12-31,1762,0.04631704661683145,-0.42185928034115716,0.10979264597278718,0.16204902441580127,0.36088724449009507,0.40774388463284583,16.631445714541957,1329,1.716131558339859,0.8609534619750284,-0.026386220899683777,1.3724453484666623
SPY,trailing_12,validation_2014_2017,2014-01-02,2017-12-29,1007,0.06241817195273858,-0.20113825842693578,0.31032471117578164,0.10898703281023905,0.6092477849587624,0.7422002445454288,7.766411559230323,510,1.0027453671928621,0.9443892750744787,-0.017401332092615397,1.27319225797761
SPY,trailing_12,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.0829693420012505,-0.3007906989706308,0.2758374586886798,0.15331362330043277,0.5968647168910857,0.7164856146225019,12.555829975289793,500,1.670096021947874,0.8999337309476475,-0.024794394002955553,1.6116491041642877
SPY,trailing_12,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.12211088555846561,-0.1379073789339863,0.885455778380922,0.12971114048523935,0.955743772347016,1.1930626068909131,4.165640730224874,131,0.9040841584158416,0.9640287769784173,-0.01993431336451295,1.2902929183310436
SPY,trailing_12,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.03276485100238147,-0.42185928034115716,-0.07766772601490375,0.17886540561398653,-0.0957943352461882,-0.10241461027277667,21.575288120272244,562,2.6733760292772186,0.7777777777777778,-0.0300257992781038,0.9051178735904506
SPY,trailing_12,covid_2020,2020-01-02,2020-12-31,253,0.20471489602887716,-0.1635977889914404,1.2513304567923473,0.18337943951485386,1.100635917928161,1.1916386533207497,6.822791339038613,106,2.006868131868132,0.8616600790513834,-0.03168182978588065,1.2039472774371736
SPY,trailing_12,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.27783582852690203,-0.30079069897062993,-0.9236849060749406,0.18378372574033133,-1.6646750897089015,-2.007145264975941,20.84206236296163,250,6.070637119113573,0.6215139442231076,-0.029567167231014126,0.7249045594534897
SPY,kartsell_v11_original,research_2007_2013,2007-01-03,2013-12-31,1762,0.026915833916489884,-0.3034207595525803,0.08870795115067133,0.12602646323302963,0.27387732248029806,0.3544973035699253,15.04823160010266,1467,14.057977682067346,0.7213961407491486,-0.01972707296809661,1.2040848854732298
SPY,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-29,1007,0.06453890423373232,-0.12038496745950222,0.5361043458805881,0.09897281800406925,0.680440109172644,0.8728345069309572,4.308838100603989,422,4.5374227865477,0.9160377358490567,-0.015483916235812379,1.283360574922966
SPY,kartsell_v11_original,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.07100154580861484,-0.19598029930043592,0.36228919979232277,0.1304738906237296,0.5912358691597839,0.7449277486880207,8.843600909839008,500,10.337894375857339,0.8030152418820411,-0.020592373148011017,1.5079035448980196
SPY,kartsell_v11_original,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.1296742630393024,-0.128516141655727,1.0090114857842356,0.12192174329540281,1.063872289481044,1.4425473376603843,3.6344005851453107,155,3.6615408415841575,0.935161870503597,-0.018066544992648547,1.3096108612277078
SPY,kartsell_v11_original,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.026077692497883387,-0.3034207595525803,-0.08594564372041373,0.13526807664865628,-0.12722078470326986,-0.1666674162704358,16.243869186650517,619,7.251532479414457,0.6093253968253968,-0.021114696470836258,0.9239731297752052
SPY,kartsell_v11_original,covid_2020,2020-01-02,2020-12-31,253,0.13203707741020576,-0.19598029930043648,0.6737262769855954,0.1862921231117732,0.7544995219038219,0.8919422396264699,8.110424024340286,131,8.729876373626373,0.8104743083003952,-0.030921463838806087,1.1315567077500994
SPY,kartsell_v11_original,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.15650296142350728,-0.1735553508520834,-0.9017466799792914,0.10970109387370024,-1.4842725464359323,-2.094226132154501,13.234104234943334,250,4.401211911357341,0.46872509960159353,-0.01654883586149378,0.8451691649523765
SPY,kartsell_v12_candidate,research_2007_2013,2007-01-03,2013-12-31,1762,0.04820864315362794,-0.3519488341836118,0.1369762831164188,0.14718904499812155,0.3937149098818588,0.4925491213153055,13.277649729179556,888,1.144087705559906,0.7679057888762769,-0.022894397998042527,1.3898892697508867
SPY,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-29,1007,0.06950685376279697,-0.14351288056206157,0.4843248458993826,0.11317324184779218,0.6494292411748015,0.8202216489265509,3.4362918944079794,308,1.228363074811256,0.9240317775571003,-0.01790378490356832,1.3074186838754964
SPY,kartsell_v12_candidate,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.04040685784746678,-0.29046706039354153,0.1391099486210975,0.15574289944648445,0.33277786080544136,0.3818478785292343,11.744028785966579,500,1.3945301783264745,0.8088800530152418,-0.025546098627034223,1.267673138731011
SPY,kartsell_v12_candidate,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.08989157109535162,-0.1261397813509163,0.7126345878567565,0.11478643638574984,0.8094287276509713,1.006817436615686,3.564744672082506,186,1.6047493811881186,0.8240107913669065,-0.018346867415798534,1.2097585593131368
SPY,kartsell_v12_candidate,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.0184791509510841,-0.3519488341836118,-0.05250521995320355,0.14875385906612743,-0.05066383937785596,-0.06772232236473069,18.34519286888422,619,0.9690988106129917,0.6732142857142857,-0.02242811962220217,0.945713473789615
SPY,kartsell_v12_candidate,covid_2020,2020-01-02,2020-12-31,253,-0.011281647680484341,-0.2904670603935412,-0.03883968001466096,0.2371249273895566,0.07250323250797033,0.07336546985584491,15.889801529589366,220,2.107211538461538,0.7689723320158102,-0.04343857452430174,0.9887567437877226
SPY,kartsell_v12_candidate,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.2095511866140386,-0.24293201669489606,-0.8625918866726356,0.18218475257617955,-1.1892068463465992,-1.667283829024835,16.640006828354526,250,0.8600069252077563,0.7027888446215138,-0.027750709983044703,0.792614620732585
AAPL,buy_hold,research_2007_2013,2007-01-03,2013-12-31,1762,0.3124660653040927,-0.6086621454993839,0.5133653663441257,0.36064632319483897,0.9353119842856925,1.2903931959574628,22.57385571041712,456,0.0,1.0,-0.052055038083286084,6.69464399077817
AAPL,buy_hold,validation_2014_2017,2014-01-02,2017-12-29,1007,0.20606913229058854,-0.32075187969924834,0.6424565071413093,0.22595983420968593,0.9409542353912815,1.3082068644531841,12.535881646629498,497,0.0,1.0,-0.032264278331235734,2.1115320117386345
AAPL,buy_hold,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.2879703162546712,-0.387296936269229,0.7435388439388246,0.3168196499493554,0.9575399668146196,1.327783063161173,12.800749264108957,360,0.0,1.0,-0.04538565029400398,4.5507297760444425
AAPL,buy_hold,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.12123226973265422,-0.33433711682495537,0.36260487882392745,0.27805240875276666,0.5517421837486468,0.7800552747863776,10.927198265945075,202,0.0,1.0,-0.03926250309921897,1.2880590037916138
AAPL,buy_hold,gfc_2007_2009,2007-01-03,2009-12-31,756,0.3609070427929819,-0.6086621454993839,0.592951353163045,0.4479470642122103,0.9114474627386632,1.2709665155025147,27.537534777547805,456,0.0,1.0,-0.06402719400426528,2.5146513415082286
AAPL,buy_hold,covid_2020,2020-01-02,2020-12-31,253,0.811135608728264,-0.31427261613691937,2.5809935930748606,0.46658574712358997,1.4976856829726417,2.0340460181610953,11.06097185803285,80,0.0,1.0,-0.06759061579783453,1.8074578579942095
AAPL,buy_hold,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.2709744710730111,-0.30751057634195933,-0.881187484009268,0.3569610455308377,-0.7007653883176521,-1.1670849320943375,16.558070332300698,250,0.0,1.0,-0.04547558394568823,0.7317114377428617
AAPL,trend_10m_shifted,research_2007_2013,2007-01-03,2013-12-31,1762,0.14724962355050852,-0.5849358465854058,0.2517363646117537,0.2594098539193062,0.6590827563082204,0.7655025485912383,26.198535317143016,926,1.4301096319498825,0.6549375709421112,-0.039489477548377755,2.613101607872476
AAPL,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-29,1007,0.2174389438031885,-0.22466165413533823,0.967850720409106,0.1910530010885167,1.1237918757527716,1.3725420310145278,10.026874312640166,489,0.5013726835964311,0.7696127110228401,-0.028243393367713084,2.1920628065062093
AAPL,trend_10m_shifted,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.20193655113699527,-0.3673029689317875,0.5497819735143422,0.2826414333980062,0.7922714473804712,0.9546311650597076,17.577639719917254,500,1.8371056241426613,0.7640821736249171,-0.0424938301160963,3.00818878158902
AAPL,trend_10m_shifted,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,-0.06029032037832582,-0.3343371168249555,-0.18032793053572702,0.23497083040312733,-0.14984934582746529,-0.16348018060853164,13.656830130493674,307,2.260210396039604,0.6949458483754513,-0.037956182375719884,0.8714793711349959
AAPL,trend_10m_shifted,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.04162759601250443,-0.5849358465854058,-0.07116608813685765,0.27937920247122494,-0.012309007861703825,-0.011535267894196278,36.3202421189746,747,2.6733760292772186,0.4444444444444444,-0.046871334127817965,0.8805254834776028
AAPL,trend_10m_shifted,covid_2020,2020-01-02,2020-12-31,253,0.811135608728264,-0.31427261613691937,2.5809935930748606,0.46658574712358997,1.4976856829726417,2.0340460181610953,11.06097185803285,80,0.0,1.0,-0.06759061579783453,1.8074578579942095
AAPL,trend_10m_shifted,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.2674211317727154,-0.2826992775989118,-0.945956190776431,0.2502530967515649,-1.1081484430334065,-1.243084482955867,19.387995833398776,250,3.0353185595567864,0.4940239043824701,-0.04011742599664905,0.7352362701144453
AAPL,trailing_12,research_2007_2013,2007-01-03,2013-12-31,1762,0.21300530237767057,-0.4033459757953404,0.5280957668107502,0.24833880504697803,0.9020836514047801,1.102126344645337,16.507724149369494,337,4.862372748629601,0.7116912599318955,-0.037903522064723305,3.8584020996952724
AAPL,trailing_12,validation_2014_2017,2014-01-02,2017-12-29,1007,0.20800333409662386,-0.22168753997820523,0.9382725529683504,0.19305112354355597,1.073791505898802,1.3991909707257848,10.023690993135371,489,2.0054907343857242,0.8222442899702085,-0.027983858944492585,2.1250725945353577
AAPL,trailing_12,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.19977109602939525,-0.3802517657266338,0.5253653343269743,0.22657872252264724,0.9174481556301176,1.1013592821884932,15.333306292261677,500,4.342249657064472,0.7422133863485753,-0.03486310936363703,2.975882996851723
AAPL,trailing_12,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.039430421856017306,-0.29642945669834664,0.13301789334702524,0.20078726121896456,0.2937316974406559,0.38960878841111496,13.78182329813885,229,3.616336633663366,0.7779783393501805,-0.02957597415649471,1.0893176932425948
AAPL,trailing_12,gfc_2007_2009,2007-01-03,2009-12-31,756,0.3632634045313474,-0.4033459757953404,0.900624839048026,0.28431421221346925,1.2301507056303262,1.450003967868095,18.505224513827525,337,5.346752058554437,0.6851851851851852,-0.04445616272671282,2.52770313319995
AAPL,trailing_12,covid_2020,2020-01-02,2020-12-31,253,0.5395018190674776,-0.21959021696311498,2.456857261351032,0.3078160563350916,1.5458928802060958,1.766097903202947,12.466156510541172,84,6.020604395604395,0.7114624505928854,-0.04828988309349759,1.5372302873825354
AAPL,trailing_12,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.3545821899624756,-0.36711040506317816,-0.9658734404475773,0.19379752712784667,-2.142769936049129,-2.0814348191391514,17.424307766145517,250,9.10595567867036,0.4262948207171315,-0.03538032406383213,0.6487145079374383
AAPL,kartsell_v11_original,research_2007_2013,2007-01-03,2013-12-31,1762,0.20792900612637855,-0.4664865948339241,0.4457341506252806,0.24669109827190286,0.8895383315371342,1.2360609166379826,19.26050527404256,456,8.823776429130774,0.7595913734392736,-0.036422810340617166,3.7469006164004934
AAPL,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-29,1007,0.19569405898986947,-0.19622528351406754,0.9972927824861062,0.17553676802742899,1.1043085947924183,1.5432483353178397,8.865992243405731,489,10.428551818805763,0.7914101290963258,-0.02489041313518768,2.040000326057882
AAPL,kartsell_v11_original,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.1864847959571676,-0.30207887958807567,0.6173380814026594,0.2580821507082153,0.7920702123505533,1.043380105959462,14.729781827372095,500,10.621810699588478,0.8297879390324717,-0.03795680607241255,2.783928838695913
AAPL,kartsell_v11_original,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.08877910216670792,-0.22994866867132657,0.3860822620965156,0.19850984802855146,0.5301258251908837,0.7362331238433554,9.979747746560209,218,7.7751237623762375,0.7842057761732852,-0.029227969552799177,1.2070286030010642
AAPL,kartsell_v11_original,gfc_2007_2009,2007-01-03,2009-12-31,756,0.1680043274756109,-0.4664865948339241,0.3601482429209415,0.2692705363111463,0.7103445862111969,0.9557942969980374,24.74080443779495,456,9.590736505032021,0.6552248677248677,-0.04106057114886261,1.5915693250257923
AAPL,kartsell_v11_original,covid_2020,2020-01-02,2020-12-31,253,0.6673382139284112,-0.3020788795880759,2.2091521752146797,0.43047901932393096,1.3953580423781666,1.8384707520211738,12.171341956327968,81,8.930563186813185,0.9397233201581028,-0.06316130716530155,1.6644236159280286
AAPL,kartsell_v11_original,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.25157152105578307,-0.27518076712539485,-0.9142045924348576,0.1994814050033418,-1.3410907856491823,-1.9480800939704808,19.990883488010358,250,8.245948753462603,0.5904382470119521,-0.02840372624098695,0.7509563170592082
AAPL,kartsell_v12_candidate,research_2007_2013,2007-01-03,2013-12-31,1762,0.26850886227944426,-0.3522678140654937,0.7622293367668358,0.2296804958471382,1.1506718853203353,1.6007089754746793,16.11720024352833,434,1.473012920908379,0.6560442678774122,-0.033257099806350124,5.275660426204975
AAPL,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-29,1007,0.17405170941288817,-0.24647390688485882,0.7061668783227307,0.1683139345445895,1.0359581115903982,1.4025850307980026,10.680130558713232,497,1.1782258064516127,0.7436941410129096,-0.024383138238816285,1.8966435914337307
AAPL,kartsell_v12_candidate,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.15150182828108982,-0.28677233621350307,0.5283000106687283,0.20790085087510646,0.7826485987785684,1.027829892534603,13.263359846895861,500,1.8788580246913582,0.6647117296222664,-0.031835715355744774,2.327196154923431
AAPL,kartsell_v12_candidate,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.10862128367138602,-0.19986512503563503,0.5434729228124183,0.16904385951336848,0.6980217093009706,0.9857398379361604,9.159244918890511,207,1.808168316831683,0.6568592057761733,-0.024220359001295776,1.2562286097364288
AAPL,kartsell_v12_candidate,gfc_2007_2009,2007-01-03,2009-12-31,756,0.3484107482757919,-0.3522678140654937,0.9890507573053929,0.26096649922559223,1.2734285011935402,1.7862903590714483,18.920576209266706,434,1.5371912168344006,0.6197751322751323,-0.03737248780965649,2.446184296970794
AAPL,kartsell_v12_candidate,covid_2020,2020-01-02,2020-12-31,253,0.42940035983099034,-0.1705598341482384,2.5175936759986897,0.2687747887646141,1.454123112709601,1.9224939746500227,10.07450327896859,100,2.859787087912088,0.5942687747035574,-0.03938973664728583,1.4276537875671957
AAPL,kartsell_v12_candidate,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.2673364241413466,-0.28548633670238377,-0.9364245842001251,0.22797319496321566,-1.2393237631722651,-1.639501338834888,19.240360870193037,250,1.7200138504155125,0.5770916334661356,-0.03577002223322115,0.73532029574096
AMZN,buy_hold,research_2007_2013,2007-01-03,2013-12-31,1762,0.39596608486672413,-0.6525490974013093,0.6067989158878724,0.44886163525066586,0.962128657312887,1.5843747911839872,18.05591165929357,504,0.0,1.0,-0.056163989486975145,10.304651162790709
AMZN,buy_hold,validation_2014_2017,2014-01-02,2017-12-29,1007,0.3095795847158027,-0.305344611438535,1.0138694875187613,0.29586638148990624,1.0570389400378861,1.4686754070296346,12.137602760593817,316,0.0,1.0,-0.04101920672407594,2.9325459515032923
AMZN,buy_hold,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.17290019514137334,-0.561452641226776,0.3079515215452292,0.35360614075602426,0.6277995725212276,0.8928116922196608,22.1876932344339,624,0.0,1.0,-0.050785734048022786,2.5984420292953314
AMZN,buy_hold,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.14592562965383582,-0.30876642154837686,0.47260848158961,0.31416340502991225,0.5927747372951088,0.8822667097623587,10.330524508628045,186,0.0,1.0,-0.04329151477521325,1.3516519678820582
AMZN,buy_hold,gfc_2007_2009,2007-01-03,2009-12-31,756,0.5163952505032676,-0.6525490974013093,0.7913508003608366,0.5722724584638134,1.0018814019533326,1.7771125785830375,24.05341545047152,504,0.0,1.0,-0.06822614568663442,3.4759689922480614
AMZN,buy_hold,covid_2020,2020-01-02,2020-12-31,253,0.7659944543917647,-0.22744698694141618,3.3677933688744046,0.38513565307256914,1.6586844258704967,2.566708764749631,7.8447976019871755,83,0.0,1.0,-0.050993722585964935,1.7625606113083423
AMZN,buy_hold,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.5002018849935816,-0.519848360812069,-0.9622072948584525,0.5007732822302371,-1.1230588428938835,-1.757233447190159,29.529915798346853,250,0.0,1.0,-0.0684750183069285,0.503847837952937
AMZN,trend_10m_shifted,research_2007_2013,2007-01-03,2013-12-31,1762,0.06840490090909501,-0.5521347709974114,0.12389167374031533,0.3035357344045084,0.367655445099484,0.4469990074554358,25.36093899811654,881,1.4301096319498825,0.6549375709421112,-0.043391509098133156,1.5883080815928035
AMZN,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-29,1007,0.23856428187128742,-0.3101391357861426,0.7692169556949761,0.26292097865155517,0.9424171655861366,1.1941498580875443,13.925770008862068,316,1.504118050789293,0.7904667328699106,-0.03673171580571091,2.3477757774171777
AMZN,trend_10m_shifted,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.16887188105340933,-0.308505057701678,0.5473877229484747,0.25198594012837255,0.7452335182429113,0.8560333381622336,17.518525236713884,624,1.670096021947874,0.6434724983432737,-0.038788801563682716,2.545461638440832
AMZN,trend_10m_shifted,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.05874487082571278,-0.3106344605036764,0.1891125367432231,0.30317311822741205,0.3405953843344253,0.4770339269279026,16.024692995555398,282,0.9040841584158416,0.9259927797833934,-0.04329151477521325,1.1346004358642363
AMZN,trend_10m_shifted,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.01966705602796437,-0.5521347709974114,-0.03562002804575511,0.31520356047016773,0.08966744787150337,0.08859286743848022,32.03868993754736,504,2.005032021957914,0.38756613756613756,-0.04556700501711147,0.9422925138983265
AMZN,trend_10m_shifted,covid_2020,2020-01-02,2020-12-31,253,0.7659944543917647,-0.22744698694141618,3.3677933688744046,0.38513565307256914,1.6586844258704967,2.566708764749631,7.8447976019871755,83,0.0,1.0,-0.050993722585964935,1.7625606113083423
AMZN,trend_10m_shifted,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.10458618069044412,-0.18504206168264326,-0.5652022018097423,0.10607712257866518,-0.9797008077439068,-0.4198201111621918,12.160311488548286,250,1.0117728531855956,0.0796812749003984,-0.01872666307994035,0.8965655296100579
AMZN,trailing_12,research_2007_2013,2007-01-03,2013-12-31,1762,0.30389466650032393,-0.28912310669089303,1.0510909002690796,0.3458151179755327,0.9333589967077894,1.5178647044659748,12.149324303487168,504,4.2903288958496475,0.7377979568671964,-0.04037499557523625,6.394843064568851
AMZN,trailing_12,validation_2014_2017,2014-01-02,2017-12-29,1007,0.18103686521654994,-0.42792286419172565,0.42305957537113176,0.24625404132241888,0.7958269222992552,1.0383861366370173,18.090011794992275,380,4.0109814687714485,0.7646474677259185,-0.03322187159695321,1.9420590453809288
AMZN,trailing_12,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.13176408118520033,-0.4037957087308284,0.3263137233413115,0.24458129778106003,0.6281969068356135,0.7596064840312153,23.786877698255008,721,5.010288065843621,0.6785950960901259,-0.03681100250337005,2.0983269048523954
AMZN,trailing_12,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.1377707919408424,-0.20789977471026333,0.6626788900221021,0.2572931552039872,0.6331785280770517,0.8104253398050281,9.536678226362783,106,3.1642945544554455,0.7617328519855595,-0.03703888701935924,1.3304650094228463
AMZN,trailing_12,gfc_2007_2009,2007-01-03,2009-12-31,756,0.4076875920781531,-0.28912310669089303,1.41008304989618,0.42892658196514405,0.9976030974143361,1.7557307368270736,14.356749733717006,504,5.346752058554437,0.6904761904761905,-0.04573097709953113,2.782279338405589
AMZN,trailing_12,covid_2020,2020-01-02,2020-12-31,253,0.4238728511875658,-0.26354128280273825,1.6083736357344682,0.2994343179082477,1.320691391689597,1.8096656135345541,12.311085254265254,83,6.020604395604395,0.7628458498023716,-0.04100832351473741,1.4221518902396961
AMZN,trailing_12,inflation_bear_2022,2022-01-03,2022-12-30,251,0.02583152485293816,-0.1788461687891082,0.14443432044327534,0.21521953880527592,0.22317886215512686,0.2393158081725933,10.266991994642929,95,5.058864265927978,0.2749003984063745,-0.03146165185530635,1.0255271487433397
AMZN,kartsell_v11_original,research_2007_2013,2007-01-03,2013-12-31,1762,0.29530947245825856,-0.4516668297936334,0.6538214741011322,0.3329883136106711,0.9388102711745385,1.5915775147354487,17.370639764737792,504,9.410121378230226,0.7961691259931895,-0.03946935715571028,6.106167592128296
AMZN,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-29,1007,0.19622270170336953,-0.28677039786699665,0.6842501986358337,0.23759140203151247,0.8709784002895347,1.1760415237001802,13.780075271533416,373,8.473198352779683,0.832969215491559,-0.03407186086238829,2.043600543219733
AMZN,kartsell_v11_original,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.12708438839952807,-0.4208827787845494,0.30194722807744717,0.24579568166720403,0.6096767176668303,0.840287478354942,22.61103600604484,836,11.490260631001375,0.7289927104042413,-0.03604924234659409,2.0469087632539256
AMZN,kartsell_v11_original,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.036686541095713565,-0.25722766760658644,0.14262284239121323,0.26280014467654744,0.26953249571627763,0.36903921944683765,13.353360762164021,282,12.770188737623762,0.8628158844765343,-0.0389714978952781,1.0829665745933335
AMZN,kartsell_v11_original,gfc_2007_2009,2007-01-03,2009-12-31,756,0.45111049325185526,-0.4516668297936334,0.9987682590239529,0.39146579145156735,1.1346414071747923,2.2463222080956147,20.499475741380305,504,9.958325709057641,0.6994708994708995,-0.04022357001831834,3.0470809380696555
AMZN,kartsell_v11_original,covid_2020,2020-01-02,2020-12-31,253,0.6112769599159018,-0.20834829594842286,2.93391869193509,0.3586132778958783,1.4997625480471006,2.306438605157833,8.904886444284614,83,11.539491758241757,0.9407114624505929,-0.04787615917979463,1.608648638336264
AMZN,kartsell_v11_original,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.2123412513893751,-0.23014906177791938,-0.9226248838427689,0.17796382836548855,-1.241705858798022,-1.9601420406578958,12.94683904808936,250,1.618836565096953,0.3615537848605578,-0.02396625640742497,0.7898494081788662
AMZN,kartsell_v12_candidate,research_2007_2013,2007-01-03,2013-12-31,1762,0.25398074612489063,-0.36339735877711066,0.6989064174257508,0.28650100659978395,0.9295294416136614,1.5047040292854053,13.640203348053904,439,2.030755677368833,0.6422247446083995,-0.03514351355253832,4.867388787610081
AMZN,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-29,1007,0.26819094682595623,-0.24091926138508557,1.1131984436781066,0.23839826128430933,1.1128496649881205,1.592878540704383,9.35107227062787,316,1.1531571722717913,0.8272095332671301,-0.0315437566609155,2.5799338912373826
AMZN,kartsell_v12_candidate,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.15966193817025864,-0.34270372908353386,0.46588911826909574,0.2156211581995077,0.7949173185036618,1.0698573170786831,15.582157452780411,624,1.6116426611796981,0.6313121272365806,-0.03183580309644178,2.4277045663982006
AMZN,kartsell_v12_candidate,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.10640332377023243,-0.19504691249999995,0.5455268294504916,0.24466107155432312,0.5380912839825505,0.7399861853426211,9.876410472748349,187,1.762964108910891,0.7702166064981949,-0.03481506758478882,1.250675536074608
AMZN,kartsell_v12_candidate,gfc_2007_2009,2007-01-03,2009-12-31,756,0.4425345839097068,-0.36339735877711066,1.2177705016869285,0.3457710968581076,1.222433386182036,2.386437590831907,16.100741845949226,439,1.8713632204940531,0.6416666666666667,-0.03610856863443554,2.993509398673774
AMZN,kartsell_v12_candidate,covid_2020,2020-01-02,2020-12-31,253,0.4895007615751792,-0.19592273094779233,2.498437823968556,0.2976592173776349,1.4779739098448825,2.0605990010866977,8.212814858527604,83,2.207554945054945,0.7229249011857707,-0.041941682678368106,1.4874710773418176
AMZN,kartsell_v12_candidate,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.2361837135133915,-0.2529097943784614,-0.9338654285565529,0.15971848077234826,-1.5932620989854547,-2.2013379707195764,16.572753202462533,250,1.0117728531855956,0.32390438247011955,-0.02446404549530173,0.7662146292861993
NVDA,buy_hold,research_2007_2013,2007-01-03,2013-12-31,1762,-0.056460288477524934,-0.8507840161861403,-0.06636265774082452,0.5256871452243027,0.15558949236942324,0.21433253546251718,59.899921133253855,1562,0.0,1.0,-0.0760917243832831,0.6660568767670074
NVDA,buy_hold,validation_2014_2017,2014-01-02,2017-12-29,1007,0.8674425450011563,-0.25278502014695403,3.4315425197936067,0.37668814458897365,1.8380480546277866,3.1091601726948563,6.912702567533581,97,0.0,1.0,-0.04511884207507018,12.078651685393273
NVDA,buy_hold,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.4747190553399403,-0.6636205656759349,0.7153471123312947,0.5136644397467044,1.013241244464127,1.4880512821243326,28.230730054380246,373,0.0,1.0,-0.07048986378439079,10.237105943152443
NVDA,buy_hold,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.7588556120862455,-0.3688683664592114,2.0572531588179928,0.4991214808703603,1.387979108173954,2.0252990245456273,11.524350331477603,115,0.0,1.0,-0.06861109545015502,3.4873389604620266
NVDA,buy_hold,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.0809979197825853,-0.8507840161861403,-0.09520385696205184,0.6498238214101052,0.20227801307897214,0.27309306468737155,54.56880996127262,556,0.0,1.0,-0.0953260603499055,0.7766505903874952
NVDA,buy_hold,covid_2020,2020-01-02,2020-12-31,253,1.2253783839407868,-0.3759135684779151,3.259734382300642,0.5782368884053415,1.665340669546761,2.239461487100684,10.032616559403507,56,0.0,1.0,-0.08115238375118367,2.2192945176370595
NVDA,buy_hold,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.5071855683035409,-0.6272700109558111,-0.8085602044496119,0.6321238036005866,-0.795234930440806,-1.423396065409133,41.320337002692895,250,0.0,1.0,-0.07807330356535645,0.49688891911189753
NVDA,trend_10m_shifted,research_2007_2013,2007-01-03,2013-12-31,1762,-0.10546719552361539,-0.6000947715047931,-0.17575089891076145,0.2923673724018252,-0.2347872087397819,-0.21476051549196867,42.33772288291729,1003,1.4301096319498825,0.4018161180476731,-0.046867156844965556,0.4587101374290958
NVDA,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-29,1007,0.7704460613472832,-0.25278502014695403,3.047831160641529,0.36434614222619377,1.7417127743614604,2.842669095938114,7.542158779890989,160,0.5013726835964311,0.958291956305859,-0.044572000119981595,9.763689200361336
NVDA,trend_10m_shifted,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.4203101958158755,-0.5159995206136142,0.8145553998113267,0.4385694381568288,1.0193562844641102,1.2763723356803853,26.92220629247804,386,0.6680384087791496,0.7514910536779325,-0.06253388213844788,8.173758780869418
NVDA,trend_10m_shifted,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.5832661822261109,-0.27354926353348163,2.1322162402923848,0.4772806122251457,1.206765503048072,1.6783788105905653,10.925757662735421,184,1.808168316831683,0.8880866425992779,-0.06590029693605355,2.76343918064146
NVDA,trend_10m_shifted,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.002559205078127458,-0.46386997595889634,-0.005517074203470823,0.30347711474530725,0.14505029470824243,0.11282256377569115,31.96140513560226,755,1.3366880146386093,0.32936507936507936,-0.05096672492365931,0.9923611622163907
NVDA,trend_10m_shifted,covid_2020,2020-01-02,2020-12-31,253,1.2253783839407868,-0.3759135684779151,3.259734382300642,0.5782368884053415,1.665340669546761,2.239461487100684,10.032616559403507,56,0.0,1.0,-0.08115238375118367,2.2192945176370595
NVDA,trend_10m_shifted,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.368972833937261,-0.46369642442149994,-0.7957206795320568,0.4387548213148004,-0.8222986568482055,-1.1245574154131206,33.78413359945607,250,1.0117728531855956,0.4103585657370518,-0.06564238639750411,0.6344167930366188
NVDA,trailing_12,research_2007_2013,2007-01-03,2013-12-31,1762,0.11483432898323276,-0.359560591763881,0.31937406827565534,0.31502943229332325,0.5019862748334427,0.5440326319850712,22.93205284156935,730,5.72043852779953,0.5278093076049943,-0.04719009736007247,2.138537564217249
NVDA,trailing_12,validation_2014_2017,2014-01-02,2017-12-29,1007,0.4486639465168145,-0.32019237777060927,1.4012324392001743,0.3363377471117009,1.262024330005541,1.894042748117435,13.07772238465925,281,4.261667810569664,0.8162859980139027,-0.04254209091096341,4.386395481711372
NVDA,trailing_12,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.31770352458958384,-0.3461279426499856,0.9178788691754213,0.3576737255259764,0.947913401456355,1.1931730004550813,16.835665002891606,489,6.513374485596708,0.6209410205434063,-0.05000777168110876,5.2171107005862325
NVDA,trailing_12,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.3292994363054882,-0.4276189490405137,0.7700768103105963,0.3655847833355458,0.9675003072049654,1.0498184380431617,23.7611276961118,338,6.328589108910891,0.6534296028880866,-0.05419677341635203,1.8770522245751127
NVDA,trailing_12,gfc_2007_2009,2007-01-03,2009-12-31,756,0.1246247190474814,-0.33718231953150735,0.3696063281747372,0.3686027136929533,0.5026280533073405,0.5058194157794548,22.64980533923018,556,7.351784080512352,0.458994708994709,-0.058632144111265626,1.4211464482082339
NVDA,trailing_12,covid_2020,2020-01-02,2020-12-31,253,1.0363846412883837,-0.22412165861251288,4.624205655555155,0.3832797417905475,2.0351826237274424,2.6273988324499027,10.86820865046326,83,6.020604395604395,0.7509881422924901,-0.05444007841392226,2.031434378053273
NVDA,trailing_12,inflation_bear_2022,2022-01-03,2022-12-30,251,0.04157864343567974,-0.22346804682904753,0.18606079941033937,0.3567624712178883,0.28813829859243606,0.3121035416578725,12.614884797791841,170,6.070637119113573,0.3187250996015936,-0.05339890252472564,1.041085035540864
NVDA,kartsell_v11_original,research_2007_2013,2007-01-03,2013-12-31,1762,0.05870638897536762,-0.5398427431819761,0.10874720410121032,0.3186134978742391,0.33789738357439963,0.47822371873759284,32.204249781749496,811,11.648242952231792,0.6251702610669694,-0.0454665685375736,1.4901919062183269
NVDA,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-29,1007,0.6889666366639733,-0.22546232975892055,3.05579489664931,0.34405842558497834,1.687573554296505,2.722958502981554,7.669608493412612,143,17.911539121482498,0.8953326713008937,-0.04246375453130938,8.090800876226277
NVDA,kartsell_v11_original,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.5038173835623585,-0.4774293320103885,1.055271115079699,0.4082739868292765,1.2021272153436722,1.8091061004496032,20.84054201755063,368,8.45068587105624,0.7933730947647449,-0.05326048027527193,11.507672745065475
NVDA,kartsell_v11_original,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.563599740722792,-0.3319299163628049,1.6979480093224502,0.43938624465874426,1.2448506981492375,1.7305662735408973,13.623205343612472,139,6.780631188118811,0.9145306859205776,-0.061362506107538274,2.68807520013374
NVDA,kartsell_v11_original,gfc_2007_2009,2007-01-03,2009-12-31,756,0.1335444216873929,-0.5398427431819761,0.24737652468985077,0.3913611446364062,0.5157044637531232,0.7390846668970826,33.23989858934634,556,8.655054894784996,0.6891534391534392,-0.05605819695741656,1.455143284945805
NVDA,kartsell_v11_original,covid_2020,2020-01-02,2020-12-31,253,1.1507982794423155,-0.38412610501121225,2.995886674790626,0.5667009659318225,1.627769979787553,2.170412828246076,10.403123211090666,83,7.726442307692307,0.9741106719367588,-0.0798482420352208,2.1451685440961206
NVDA,kartsell_v11_original,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.3752487042088134,-0.41853400820230524,-0.8965787650580376,0.3252408871598056,-1.2723400589015457,-1.9597282978787842,31.34303432452583,250,8.751835180055402,0.4693227091633466,-0.04373669474590991,0.6281802666785438
NVDA,kartsell_v12_candidate,research_2007_2013,2007-01-03,2013-12-31,1762,0.03599501722881904,-0.48664809111465057,0.07396518734178881,0.2823095684109093,0.26582658631284795,0.3621586545044797,30.68525823514448,822,1.4587118245888802,0.5604710556186152,-0.04145218380538014,1.2805249271788985
NVDA,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-29,1007,0.6012814814127245,-0.1714559200598924,3.5069158370424707,0.3053934495967515,1.6856170818069436,2.7471048449981867,7.2031801112015446,165,1.9052161976664377,0.7046673286991062,-0.03677904883056521,6.540809739984589
NVDA,kartsell_v12_candidate,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.40928532835022247,-0.2957500993911705,1.383889064425591,0.30647299456682736,1.2706901618236932,1.9610680103183424,15.569129745080437,340,1.7201989026063103,0.6227965540092777,-0.04050538299058152,7.801136339369044
NVDA,kartsell_v12_candidate,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.4673642938779834,-0.2728779640672855,1.7127227384426762,0.42097216518160424,1.128227843922329,1.4598759024545145,12.570595866581082,189,1.808168316831683,0.7665162454873646,-0.06200422356879919,2.3356754058017284
NVDA,kartsell_v12_candidate,gfc_2007_2009,2007-01-03,2009-12-31,756,0.08343665614056617,-0.48664809111465057,0.17145172798162508,0.3225569761767905,0.4099444525700626,0.5316457656959963,26.458804400544928,556,1.4703568161024705,0.5449074074074075,-0.05016516901792557,1.2710087382714088
NVDA,kartsell_v12_candidate,covid_2020,2020-01-02,2020-12-31,253,0.7670153776803095,-0.2055711339930274,3.7311433895496497,0.338548695374321,1.8403139807732853,2.486656912181708,11.355499204326078,83,2.809615384615385,0.6822134387351779,-0.04907993166417733,1.7635760613583316
NVDA,kartsell_v12_candidate,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.1582803160444658,-0.18678485215886753,-0.8473937485564539,0.14191241382526565,-1.1336525286170032,-1.7636517558419407,11.988747782276615,250,0.8094182825484765,0.2199203187250996,-0.01980289933790016,0.8434089874145081
TSLA,buy_hold,research_2007_2013,2010-06-29,2013-12-31,884,0.6898603845465467,-0.38455032421764945,1.7939404574681794,0.6026867374533766,1.1690720642521057,1.7566934558915879,19.100300716899294,324,0.0,1.0,-0.0796375223447832,6.296735035579712
TSLA,buy_hold,validation_2014_2017,2014-01-02,2017-12-29,1007,0.20004118915559754,-0.49772759054677573,0.4019089818505811,0.4057482818198681,0.6508288604794271,0.9652464154857552,19.762833963290873,648,0.0,1.0,-0.05621207207068036,2.069747189704115
TSLA,buy_hold,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.5137658435020171,-0.7363221699148724,0.6977459928463305,0.6375612856000303,0.9686349794688074,1.4250596667983018,30.879664132620437,540,0.0,1.0,-0.08843067128928894,11.97109362453827
TSLA,buy_hold,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.1942006976092554,-0.5376568165715001,0.36119824323557087,0.6127850414316803,0.5921316534826774,0.9762998846642357,24.649268867256893,248,0.0,1.0,-0.07799869324908881,1.4808435286542214
TSLA,buy_hold,covid_2020,2020-01-02,2020-12-31,253,7.496357431699227,-0.6062653964378368,12.36481164147699,0.8930266950029666,2.835046631155805,3.974448401470251,17.85936706798835,75,0.0,1.0,-0.12621002833796285,8.434369994980015
TSLA,buy_hold,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.6546140683730763,-0.7271999866642225,-0.9001843789572813,0.6667567683267975,-1.2446095760032883,-1.847561570238147,37.13211926966342,250,0.0,1.0,-0.09140511153297795,0.34968489184125306
TSLA,trend_10m_shifted,research_2007_2013,2010-06-29,2013-12-31,884,0.4078225633989354,-0.4598905196138722,0.8867818448211252,0.4988811083275397,0.9329105816119959,1.0727329502267229,19.365823921128307,702,2.2810304449648715,0.6244343891402715,-0.07129652946049472,3.3188323743614516
TSLA,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-29,1007,0.07364042686172789,-0.5395109980201328,0.13649476494820198,0.35740458695507815,0.3761837366659347,0.4519202115277001,31.067036037068416,837,2.506863417982155,0.6484607745779544,-0.053782327869526886,1.3276924220023956
TSLA,trend_10m_shifted,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.3763391282404691,-0.606265396437837,0.6207498076777614,0.5210713714194869,0.8727311915017885,0.9836555184947293,29.452409840250446,540,2.171124828532236,0.5692511597084162,-0.07588203365135668,6.77085630442643
TSLA,trend_10m_shifted,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,-0.03253531456333425,-0.5376568165715001,-0.060513162970393684,0.5033940589465784,0.18060339557176527,0.24299765155038272,31.51125423990483,313,3.1642945544554455,0.658273381294964,-0.06909577089495281,0.9294419135231711
TSLA,trend_10m_shifted,covid_2020,2020-01-02,2020-12-31,253,7.496357431699227,-0.6062653964378368,12.36481164147699,0.8930266950029666,2.835046631155805,3.974448401470251,17.85936706798835,75,0.0,1.0,-0.12621002833796285,8.434369994980015
TSLA,trend_10m_shifted,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.28578648878942503,-0.4764373468469224,-0.5998406520411742,0.46709313879310627,-0.4806461732301626,-0.4845429285491689,32.8488897263476,250,1.0117728531855956,0.4103585657370518,-0.07674186472801142,0.7170160856564268
TSLA,trailing_12,research_2007_2013,2010-06-29,2013-12-31,884,0.41469160457788856,-0.3177941251243299,1.304906452929706,0.4475305349388059,0.9927931003993525,1.2575982765399165,15.842507441719382,210,7.413348946135832,0.5565610859728507,-0.05962844918845739,3.3759732880431716
TSLA,trailing_12,validation_2014_2017,2014-01-02,2017-12-29,1007,0.14732304470621171,-0.36580091823802685,0.4027410467306387,0.29445607562869375,0.611999718605814,0.7023047168493518,20.475927987798475,691,6.517844886753603,0.5749751737835154,-0.04382873600817772,1.7301717819344307
TSLA,trailing_12,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.32118153689810547,-0.39716329856900057,0.8086888643924017,0.3913350736649271,0.9057604240452558,0.9295096711888916,23.375263734045706,471,8.016460905349795,0.45129224652087474,-0.057560521364037054,5.30010749489179
TSLA,trailing_12,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.09251838254878564,-0.29730783474349376,0.3111871660853038,0.37581997520431093,0.42549256643003497,0.4217237926808262,16.8777462112198,188,7.684715346534653,0.46402877697841727,-0.06031278643236167,1.2162180681915802
TSLA,trailing_12,covid_2020,2020-01-02,2020-12-31,253,1.8751473858355148,-0.3070994019884,6.105994911401176,0.5978874164883387,2.0506720780387604,2.3342361936614857,19.06295024757461,103,12.04120879120879,0.5098814229249012,-0.08033181038551375,2.864774443593317
TSLA,trailing_12,inflation_bear_2022,2022-01-03,2022-12-30,251,0.16019640092106213,-0.20924636060986235,0.7655875134657498,0.25162194173199953,0.7094770175331864,0.5968447383064213,11.144308835662441,96,4.0470914127423825,0.22310756972111553,-0.037437022884903984,1.1581921948386682
TSLA,kartsell_v11_original,research_2007_2013,2010-06-29,2013-12-31,884,0.5512655543264471,-0.3809419397776319,1.4471117426667133,0.5256000171451068,1.095139538109764,1.562216856988631,22.61354566816191,602,11.062997658079626,0.7928733031674208,-0.07098072765545348,4.6641440647880765
TSLA,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-29,1007,0.08278118824668512,-0.41844669921239963,0.19782970782777323,0.3094238686498872,0.41070275655809335,0.5672522101730361,24.930980582544308,698,13.599734042553191,0.71266137040715,-0.04568401535159151,1.373360456703075
TSLA,kartsell_v11_original,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.3722043220439699,-0.6049127954541018,0.6153024449822722,0.48320779369201977,0.8962760477600399,1.2242391834101056,33.63847434748897,540,13.310665294924553,0.6869449966865473,-0.06857377683498897,6.6499694906195
TSLA,kartsell_v11_original,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,-0.001555373501615942,-0.43435792345423385,-0.0035808567488462635,0.4304084940643751,0.21086340823199137,0.31396991543305003,24.592203256081987,313,17.335813737623763,0.7147482014388491,-0.060405990218163404,0.9965624717578363
TSLA,kartsell_v11_original,covid_2020,2020-01-02,2020-12-31,253,6.434718600544683,-0.5370869448255129,11.980776413463511,0.8211842069995497,2.8447839084404265,4.067691171509879,17.669551190200103,77,9.432280219780218,0.9567193675889328,-0.11419572973682894,7.383848800347114
TSLA,kartsell_v11_original,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.5098859436587709,-0.5729357985580219,-0.8899530190678671,0.39353481243772365,-1.5986374930163547,-2.12720665427005,38.13949091396975,250,12.596572022160665,0.5398406374501992,-0.05832123177441388,0.4941978126562515
TSLA,kartsell_v12_candidate,research_2007_2013,2010-06-29,2013-12-31,884,0.45896403450487133,-0.4293051120332865,1.069085882371895,0.43951871803741654,1.0750739910248357,1.479838991021192,28.45885279988228,612,1.824824355971897,0.5755090497737556,-0.06138670631923512,3.761274385424101
TSLA,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-29,1007,0.08595564066288808,-0.3115813731477206,0.2758689962577979,0.23818104592398326,0.46518709274443426,0.5644810253593967,18.21848950615195,469,1.504118050789293,0.500248262164846,-0.038687002541210054,1.3894923154862584
TSLA,kartsell_v12_candidate,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.29973524379063243,-0.4503027534412084,0.6656304930406469,0.35517155212657503,0.9141804452847713,1.2376347569980015,24.619002132472996,540,2.004115226337449,0.4390987408880054,-0.04848631193936108,4.805367902472419
TSLA,kartsell_v12_candidate,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.19590507412136482,-0.2445060965586513,0.8012277684633183,0.32894110561564166,0.7081078853198107,1.0467597505417667,13.106809809813996,218,1.5595451732673267,0.5052158273381294,-0.04575425489119833,1.4855229707464237
TSLA,kartsell_v12_candidate,covid_2020,2020-01-02,2020-12-31,253,3.907047223722259,-0.30208576561826084,12.933569430939388,0.6082570955155574,2.9037235784235267,4.016864682311609,13.07556319692368,102,3.0103021978021975,0.5691699604743083,-0.07685864198834816,4.880406918221863
TSLA,kartsell_v12_candidate,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.30693345659929494,-0.3388621450604168,-0.9057767622422706,0.18011623583199543,-1.9281325500004256,-2.464865573012097,17.037246041267334,250,1.2141274238227149,0.2683266932270917,-0.028517732773989835,0.696029514769268
AIG,buy_hold,research_2007_2013,2007-01-03,2013-12-31,1762,-0.37991332941647726,-0.9951823812801102,-0.3817524672490605,0.9168155405938149,-0.0536361265257786,-0.0670104918515118,86.45767624010838,1658,0.0,1.0,-0.13220906261288867,0.03537768537768535
AIG,buy_hold,validation_2014_2017,2014-01-02,2017-12-29,1007,0.039494617530406284,-0.24403470715835018,0.16184016605793233,0.19231108659967408,0.29751670251573287,0.3989126776288583,8.28544095916489,328,0.0,1.0,-0.027774813261626466,1.1670910871694447
AIG,buy_hold,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.02169344161982556,-0.7101851851851848,0.030546175944474077,0.38133388492169806,0.24904548743380098,0.30984469277415627,26.99956059273554,1465,0.0,1.0,-0.05724170503167848,1.1371265525344083
AIG,buy_hold,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.04317047287200948,-0.1804605563155499,0.23922387115177904,0.23259219017499802,0.2996623332204266,0.38195573879119094,7.780774729286728,242,0.0,1.0,-0.03612052631409742,1.0980073800738013
AIG,buy_hold,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.7259830522744373,-0.9951823812801102,-0.7294974930530825,1.3135894011089255,-0.31125089618136503,-0.40473765102602205,69.01532049238864,652,0.0,1.0,-0.19789318058648933,0.02077616077616072
AIG,buy_hold,covid_2020,2020-01-02,2020-12-31,253,-0.2631901994128708,-0.6552230585643475,-0.4016803071453928,0.7067279164811198,-0.0700831892610229,-0.08983451695281577,40.89350495979362,225,0.0,1.0,-0.10680588588648081,0.7375803623611922
AIG,buy_hold,inflation_bear_2022,2022-01-03,2022-12-30,251,0.11359875108400974,-0.2636476426799004,0.430873380582174,0.3264166310956452,0.48954372003536245,0.7640125011630626,13.023182105999405,193,0.0,1.0,-0.043016454528136974,1.1122054168132252
AIG,trend_10m_shifted,research_2007_2013,2007-01-03,2013-12-31,1762,-0.031249061272352274,-0.5731045166796069,-0.05452593787499673,0.27593179292387354,0.022777411970079275,0.0214502996589051,34.121083711785865,1761,0.8580657791699295,0.46140749148694665,-0.04321659167206191,0.8009193099414211
AIG,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-29,1007,0.03175437477161003,-0.24809894333627303,0.12799076991057629,0.16280772394858395,0.2733696473542598,0.31873674737359364,13.13827734257293,611,3.008236101578586,0.7249255213505462,-0.024531741754264643,1.1328087536747136
AIG,trend_10m_shifted,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.023969264658521672,-0.40932488180817495,0.05855804453576944,0.20191109177505015,0.2182062753953256,0.23626971011275807,16.231523149287284,443,1.670096021947874,0.5288270377733598,-0.03239720584067673,1.152377548334049
AIG,trend_10m_shifted,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.048008625254088555,-0.19784509298254227,0.24265764963058653,0.19173838139433425,0.3423852762952124,0.369615045158995,10.406269637711546,458,4.068378712871287,0.7166064981949458,-0.031020228629321422,1.1093045625936055
AIG,trend_10m_shifted,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.14247775229835902,-0.40912607063974393,-0.3482490179019118,0.21939204250216973,-0.58828931824748,-0.28173770059066566,10.415347221060127,755,0.6683440073193047,0.13624338624338625,-0.03446106457091164,0.6313043621603877
AIG,trend_10m_shifted,covid_2020,2020-01-02,2020-12-31,253,-0.022305500326539995,-0.052362948960302136,-0.4259786885465606,0.05519046166847078,-0.3781124105373381,-0.17689202014848665,4.900375895694041,241,2.006868131868132,0.08300395256916997,-0.0005003929026811079,0.977769981239042
AIG,trend_10m_shifted,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.10290977889032527,-0.24906947890818876,-0.41317699519602546,0.27819369460773247,-0.24882243251074795,-0.31290480091043826,16.21630780671507,193,2.0235457063711912,0.6613545816733067,-0.04193635837161544,0.898224538116996
AIG,trailing_12,research_2007_2013,2007-01-03,2013-12-31,1762,-0.007166450689963355,-0.6153350156712019,-0.011646421067304704,0.3264628996821976,0.1409771170713361,0.13260533572904662,42.218777583300955,1658,5.434416601409554,0.518161180476731,-0.047756143522955555,0.9509520672266222
AIG,trailing_12,validation_2014_2017,2014-01-02,2017-12-29,1007,-0.05373883962989845,-0.29149403958448006,-0.18435656422512886,0.1686926449929049,-0.24202477828267885,-0.2850927236502006,17.754922251120462,827,3.2589224433768016,0.8301886792452831,-0.025944721978783558,0.8022445432754544
AIG,trailing_12,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.07626217828219128,-0.31950207518441887,0.2386907134739961,0.2472994063275153,0.42060069320713667,0.5074447375668569,17.840711312617902,541,4.175240054869684,0.7190192180251822,-0.037207863545611064,1.5527989577655832
AIG,trailing_12,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,-0.03971157264398184,-0.2388634287661875,-0.16625220884212327,0.22154331939202998,-0.07267878711801093,-0.08580240664991308,11.695137520956534,242,2.7122524752475248,0.8826714801444043,-0.03575678970384371,0.9142591625116522
AIG,trailing_12,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.2060429486950297,-0.6010691067488432,-0.34279410866665083,0.3703544186291857,-0.43704843489314604,-0.34366244793384537,41.659955146528446,652,6.3492680695333945,0.36243386243386244,-0.05374309218418168,0.5013551352650337
AIG,trailing_12,covid_2020,2020-01-02,2020-12-31,253,0.18903883283117806,-0.24943720936767955,0.7578614005119337,0.3652090923158516,0.6515199427309328,0.752906754748702,16.277078724487637,117,7.024038461538462,0.5533596837944664,-0.05365546194766475,1.1883344677606476
AIG,trailing_12,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.060889512530387435,-0.2875955225492468,-0.21171926457916582,0.25060885506501357,-0.12376772639240934,-0.13937997891378992,19.273335416582977,213,6.070637119113573,0.6254980079681275,-0.040373763611262985,0.9397972188228495
AIG,kartsell_v11_original,research_2007_2013,2007-01-03,2013-12-31,1762,-0.039640232059296565,-0.7045487697414243,-0.056263290437431154,0.3936309589805428,0.09028699697870864,0.12354427929094448,42.04649806770919,1658,11.819856108065778,0.6449205448354143,-0.055565118655546,0.7536504491388759
AIG,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-29,1007,-0.028683435947571834,-0.21679281611684464,-0.13230805550361202,0.13591354076317042,-0.14535452808586852,-0.17484486262552923,12.416040533888602,616,21.559025394646532,0.7154419066534261,-0.02149962265283068,0.8903927121812769
AIG,kartsell_v11_original,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.05678331420360938,-0.35502741836761875,0.15994064476679995,0.2004998857888514,0.3755921564534409,0.5183365596234989,13.193328255691661,475,15.339831961591223,0.619946984758118,-0.029298755724796986,1.391938893845016
AIG,kartsell_v11_original,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,-0.07026420584259774,-0.25086381024759885,-0.28008904821005476,0.17859882914438496,-0.32026351290004373,-0.3568545813133354,14.263884085337923,466,21.087762995049506,0.7190433212996389,-0.03051152722117215,0.8511488633038362
AIG,kartsell_v11_original,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.1926005423381708,-0.7045487697414243,-0.27336722539286656,0.49810345967456604,-0.18718089873068197,-0.2639642319184692,35.11953774814965,652,1.8045288197621225,0.5333994708994709,-0.07103844456741588,0.5271872513458568
AIG,kartsell_v11_original,covid_2020,2020-01-02,2020-12-31,253,-0.04327894773238117,-0.29354127910958117,-0.14743734804066452,0.25420430792424503,-0.045990187242988693,-0.06291243783638133,16.64556762132411,199,6.973866758241759,0.4270750988142292,-0.03657346242189625,0.9568659249846319
AIG,kartsell_v11_original,inflation_bear_2022,2022-01-03,2022-12-30,251,0.05613977457915764,-0.18345117269683608,0.3060202546207319,0.2249784121342505,0.35295009706965336,0.4805473098946066,11.325179541914787,225,17.351904432132965,0.6472111553784861,-0.03387687317889497,1.0554687505353633
AIG,kartsell_v12_candidate,research_2007_2013,2007-01-03,2013-12-31,1762,-0.006035226693061002,-0.6378864582068315,-0.009461286746902706,0.2639535543661601,0.1086820098351842,0.14338503180576392,35.79440553464087,1658,1.0010767423649178,0.5275822928490352,-0.03934880228666931,0.9585543561161578
AIG,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-29,1007,0.0255714498099191,-0.19939888109340764,0.12824269459135154,0.14039168346000977,0.25018685779002126,0.30139155000738943,7.920791826177544,347,1.1030199039121482,0.6953326713008938,-0.021246178107178597,1.1059706375264615
AIG,kartsell_v12_candidate,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.001441895893360412,-0.3663588347417416,0.003935747569392866,0.1991811693037605,0.10677151897048065,0.1383608822241593,18.965580671176777,778,1.5030864197530864,0.5970178926441353,-0.03146289639940618,1.0086647155278243
AIG,kartsell_v12_candidate,frozen_oos_2024_latest,2024-01-02,2026-03-20,554,0.023593138047782736,-0.19083197892771397,0.12363304190604069,0.23051430929970898,0.21758655550318723,0.27436958565943126,8.326656530365941,242,0.5424504950495048,0.983754512635379,-0.03612052631409742,1.0529399188554098
AIG,kartsell_v12_candidate,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.17301923621035287,-0.6378864582068315,-0.2712382963838562,0.2854987114836177,-0.521667003683718,-0.6974506861025075,35.82590944872476,652,0.40100640439158286,0.43584656084656087,-0.043476158854492464,0.5663793456570145
AIG,kartsell_v12_candidate,covid_2020,2020-01-02,2020-12-31,253,-0.03425199816177915,-0.20934764512210868,-0.16361300907779774,0.20675147116718087,-0.06478705359184377,-0.1003555708463554,13.334402527992133,199,1.2041208791208793,0.38735177865612647,-0.028916050985432117,0.9658631989339136
AIG,kartsell_v12_candidate,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.053302738758497115,-0.22929793921244013,-0.23246060972712518,0.2583678690434468,-0.08163438345205384,-0.10373917794829716,15.475824714615076,193,1.618836565096953,0.6496015936254981,-0.04050650512163038,0.947300845502617
AAMRQ,buy_hold,research_2007_2013,2012-01-05,2013-12-06,484,5.280061145634115,-0.624817518248175,8.45056515130694,1.0519404291555188,2.250354948350644,3.7264959008030933,28.733617586558356,219,0.0,1.0,-0.10863800698124862,34.000000000000014
AAMRQ,trend_10m_shifted,research_2007_2013,2012-01-05,2013-12-06,484,3.941233680559143,-0.6248175182481751,6.307815586876199,0.954267522862067,2.1285260686432834,2.523183672520767,26.703279720760055,236,1.0420827389443652,0.5661157024793388,-0.10192543447293635,21.46011582377357
AAMRQ,trailing_12,research_2007_2013,2012-01-05,2013-12-06,484,1.4206482020164874,-0.549891054014899,2.5835084816236993,0.7513193312194627,1.5597400556631345,1.4083890604638196,28.067964946750447,236,9.899786019971469,0.42768595041322316,-0.08787249495195092,5.455750468829753
AAMRQ,kartsell_v11_original,research_2007_2013,2012-01-05,2013-12-06,484,4.860754491653322,-0.5819134647996278,8.353053822748441,0.9431831080874924,2.3198035649551243,3.6908787306671744,25.373474991962535,219,7.711412268188303,0.6949380165289255,-0.09873266154132487,29.77707700249499
AAMRQ,kartsell_v12_candidate,research_2007_2013,2012-01-05,2013-12-06,484,1.0947482978641734,-0.4260527498444858,2.569513512737024,0.47986010611946656,1.7782746333670214,2.2728995048283487,23.93702675511551,261,2.3446861626248214,0.3162190082644627,-0.06169615458767534,4.133585885438912
1 symbol strategy period start end observations cagr mdd calmar annual_vol sharpe_zero_rf sortino_zero_rf ulcer_index recovery_days_max turnover_annual avg_exposure cvar_5_daily final_equity
2 SPY buy_hold research_2007_2013 2007-01-03 2013-12-31 1762 0.038966604621770706 -0.5647367075664625 0.06899959591733254 0.2346410048795407 0.2800802817909169 0.349689900444448 22.411594039539622 1365 0.0 1.0 -0.03618437678223488 1.3064299356299014
3 SPY buy_hold validation_2014_2017 2014-01-02 2017-12-29 1007 0.09665426010446909 -0.1435128805620628 0.6734883985738863 0.12116541103544176 0.820909145220892 1.058234120994431 3.3308470511167676 286 0.0 1.0 -0.018635319586264226 1.4449076831447294
4 SPY buy_hold rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.10120510657061454 -0.3410474670449849 0.29674786166133693 0.20462190686748863 0.5739739560433235 0.6996154625421006 9.544030806026624 500 0.0 1.0 -0.03151500945315074 1.7811211871393196
5 SPY buy_hold frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.1508443682651721 -0.18998906889856926 0.7939634061036659 0.1605137936596865 0.9574246667413289 1.238850381233741 3.594812440567294 88 0.0 1.0 -0.023125545776803782 1.364519997475331
6 SPY buy_hold gfc_2007_2009 2007-01-03 2009-12-31 756 -0.07641975787554267 -0.5647367075664625 -0.13531926799100272 0.29881244788618727 -0.11654761208995211 -0.15062565396439415 27.363048719522638 562 0.0 1.0 -0.04588823981002598 0.7882860578623436
7 SPY buy_hold covid_2020 2020-01-02 2020-12-31 253 0.16222085809454612 -0.34104746704498445 0.4756547805503832 0.33513205988181893 0.6139560075744162 0.692412628059644 10.437517211719747 125 0.0 1.0 -0.054910060147781034 1.1616230659292874
8 SPY buy_hold inflation_bear_2022 2022-01-03 2022-12-30 251 -0.19686781143876186 -0.2536057440706705 -0.7762750491325706 0.24268686214050286 -0.7751022551142511 -1.2463125100329848 15.632584101281726 250 0.0 1.0 -0.03353781671719894 0.8051835944079505
9 SPY trend_10m_shifted research_2007_2013 2007-01-03 2013-12-31 1762 0.04191023869297816 -0.225727519930633 0.1856673865280465 0.12567343773194448 0.3897799508933091 0.37174416090005175 9.937456951020444 691 1.4301096319498825 0.5811577752553916 -0.020978204606619307 1.3325327592389218
10 SPY trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-29 1007 0.053693092832521216 -0.20286782654434776 0.26467032129800866 0.11318166571982849 0.518010577653717 0.613788381074447 8.654913790218846 594 1.0027453671928621 0.8957298907646475 -0.01834437892317694 1.231991697431583
11 SPY trend_10m_shifted rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.10059630947579734 -0.3410474670449847 0.29496278141989113 0.17070005460139473 0.647535251916958 0.6523875357766006 8.290012817649522 282 2.5051440329218106 0.7660702451954937 -0.027003296417663553 1.7752333248465646
12 SPY trend_10m_shifted frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.09769715803355195 -0.1899890688985687 0.5142251530571502 0.15579888061763061 0.6772269402275903 0.832805101290063 4.8338547255126745 172 1.3561262376237624 0.9244604316546763 -0.02306899681718551 1.2290082664502187
13 SPY trend_10m_shifted gfc_2007_2009 2007-01-03 2009-12-31 756 0.011901119061099807 -0.1528014670199116 0.07788615707170514 0.08018331974640192 0.1873789560929991 0.12058667378746822 8.490838370047788 691 1.3366880146386093 0.24603174603174602 -0.014728673282281434 1.0360376629480472
14 SPY trend_10m_shifted covid_2020 2020-01-02 2020-12-31 253 -0.03050182631396703 -0.34104746704498445 -0.08943572159691135 0.2964968152381516 0.04578777841511295 0.04301985016505652 17.835438980133457 220 2.006868131868132 0.7509881422924901 -0.051635748060062485 0.9696009575136647
15 SPY trend_10m_shifted inflation_bear_2022 2022-01-03 2022-12-30 251 -0.05528235385466429 -0.12865546042578158 -0.429693024079265 0.13810636087195022 -0.33959443834906283 -0.30554890413898694 6.6053533804810245 250 3.0353185595567864 0.32669322709163345 -0.023867223746883565 0.9453429936529613
16 SPY trailing_12 research_2007_2013 2007-01-03 2013-12-31 1762 0.04631704661683145 -0.42185928034115716 0.10979264597278718 0.16204902441580127 0.36088724449009507 0.40774388463284583 16.631445714541957 1329 1.716131558339859 0.8609534619750284 -0.026386220899683777 1.3724453484666623
17 SPY trailing_12 validation_2014_2017 2014-01-02 2017-12-29 1007 0.06241817195273858 -0.20113825842693578 0.31032471117578164 0.10898703281023905 0.6092477849587624 0.7422002445454288 7.766411559230323 510 1.0027453671928621 0.9443892750744787 -0.017401332092615397 1.27319225797761
18 SPY trailing_12 rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.0829693420012505 -0.3007906989706308 0.2758374586886798 0.15331362330043277 0.5968647168910857 0.7164856146225019 12.555829975289793 500 1.670096021947874 0.8999337309476475 -0.024794394002955553 1.6116491041642877
19 SPY trailing_12 frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.12211088555846561 -0.1379073789339863 0.885455778380922 0.12971114048523935 0.955743772347016 1.1930626068909131 4.165640730224874 131 0.9040841584158416 0.9640287769784173 -0.01993431336451295 1.2902929183310436
20 SPY trailing_12 gfc_2007_2009 2007-01-03 2009-12-31 756 -0.03276485100238147 -0.42185928034115716 -0.07766772601490375 0.17886540561398653 -0.0957943352461882 -0.10241461027277667 21.575288120272244 562 2.6733760292772186 0.7777777777777778 -0.0300257992781038 0.9051178735904506
21 SPY trailing_12 covid_2020 2020-01-02 2020-12-31 253 0.20471489602887716 -0.1635977889914404 1.2513304567923473 0.18337943951485386 1.100635917928161 1.1916386533207497 6.822791339038613 106 2.006868131868132 0.8616600790513834 -0.03168182978588065 1.2039472774371736
22 SPY trailing_12 inflation_bear_2022 2022-01-03 2022-12-30 251 -0.27783582852690203 -0.30079069897062993 -0.9236849060749406 0.18378372574033133 -1.6646750897089015 -2.007145264975941 20.84206236296163 250 6.070637119113573 0.6215139442231076 -0.029567167231014126 0.7249045594534897
23 SPY kartsell_v11_original research_2007_2013 2007-01-03 2013-12-31 1762 0.026915833916489884 -0.3034207595525803 0.08870795115067133 0.12602646323302963 0.27387732248029806 0.3544973035699253 15.04823160010266 1467 14.057977682067346 0.7213961407491486 -0.01972707296809661 1.2040848854732298
24 SPY kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-29 1007 0.06453890423373232 -0.12038496745950222 0.5361043458805881 0.09897281800406925 0.680440109172644 0.8728345069309572 4.308838100603989 422 4.5374227865477 0.9160377358490567 -0.015483916235812379 1.283360574922966
25 SPY kartsell_v11_original rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.07100154580861484 -0.19598029930043592 0.36228919979232277 0.1304738906237296 0.5912358691597839 0.7449277486880207 8.843600909839008 500 10.337894375857339 0.8030152418820411 -0.020592373148011017 1.5079035448980196
26 SPY kartsell_v11_original frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.1296742630393024 -0.128516141655727 1.0090114857842356 0.12192174329540281 1.063872289481044 1.4425473376603843 3.6344005851453107 155 3.6615408415841575 0.935161870503597 -0.018066544992648547 1.3096108612277078
27 SPY kartsell_v11_original gfc_2007_2009 2007-01-03 2009-12-31 756 -0.026077692497883387 -0.3034207595525803 -0.08594564372041373 0.13526807664865628 -0.12722078470326986 -0.1666674162704358 16.243869186650517 619 7.251532479414457 0.6093253968253968 -0.021114696470836258 0.9239731297752052
28 SPY kartsell_v11_original covid_2020 2020-01-02 2020-12-31 253 0.13203707741020576 -0.19598029930043648 0.6737262769855954 0.1862921231117732 0.7544995219038219 0.8919422396264699 8.110424024340286 131 8.729876373626373 0.8104743083003952 -0.030921463838806087 1.1315567077500994
29 SPY kartsell_v11_original inflation_bear_2022 2022-01-03 2022-12-30 251 -0.15650296142350728 -0.1735553508520834 -0.9017466799792914 0.10970109387370024 -1.4842725464359323 -2.094226132154501 13.234104234943334 250 4.401211911357341 0.46872509960159353 -0.01654883586149378 0.8451691649523765
30 SPY kartsell_v12_candidate research_2007_2013 2007-01-03 2013-12-31 1762 0.04820864315362794 -0.3519488341836118 0.1369762831164188 0.14718904499812155 0.3937149098818588 0.4925491213153055 13.277649729179556 888 1.144087705559906 0.7679057888762769 -0.022894397998042527 1.3898892697508867
31 SPY kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-29 1007 0.06950685376279697 -0.14351288056206157 0.4843248458993826 0.11317324184779218 0.6494292411748015 0.8202216489265509 3.4362918944079794 308 1.228363074811256 0.9240317775571003 -0.01790378490356832 1.3074186838754964
32 SPY kartsell_v12_candidate rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.04040685784746678 -0.29046706039354153 0.1391099486210975 0.15574289944648445 0.33277786080544136 0.3818478785292343 11.744028785966579 500 1.3945301783264745 0.8088800530152418 -0.025546098627034223 1.267673138731011
33 SPY kartsell_v12_candidate frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.08989157109535162 -0.1261397813509163 0.7126345878567565 0.11478643638574984 0.8094287276509713 1.006817436615686 3.564744672082506 186 1.6047493811881186 0.8240107913669065 -0.018346867415798534 1.2097585593131368
34 SPY kartsell_v12_candidate gfc_2007_2009 2007-01-03 2009-12-31 756 -0.0184791509510841 -0.3519488341836118 -0.05250521995320355 0.14875385906612743 -0.05066383937785596 -0.06772232236473069 18.34519286888422 619 0.9690988106129917 0.6732142857142857 -0.02242811962220217 0.945713473789615
35 SPY kartsell_v12_candidate covid_2020 2020-01-02 2020-12-31 253 -0.011281647680484341 -0.2904670603935412 -0.03883968001466096 0.2371249273895566 0.07250323250797033 0.07336546985584491 15.889801529589366 220 2.107211538461538 0.7689723320158102 -0.04343857452430174 0.9887567437877226
36 SPY kartsell_v12_candidate inflation_bear_2022 2022-01-03 2022-12-30 251 -0.2095511866140386 -0.24293201669489606 -0.8625918866726356 0.18218475257617955 -1.1892068463465992 -1.667283829024835 16.640006828354526 250 0.8600069252077563 0.7027888446215138 -0.027750709983044703 0.792614620732585
37 AAPL buy_hold research_2007_2013 2007-01-03 2013-12-31 1762 0.3124660653040927 -0.6086621454993839 0.5133653663441257 0.36064632319483897 0.9353119842856925 1.2903931959574628 22.57385571041712 456 0.0 1.0 -0.052055038083286084 6.69464399077817
38 AAPL buy_hold validation_2014_2017 2014-01-02 2017-12-29 1007 0.20606913229058854 -0.32075187969924834 0.6424565071413093 0.22595983420968593 0.9409542353912815 1.3082068644531841 12.535881646629498 497 0.0 1.0 -0.032264278331235734 2.1115320117386345
39 AAPL buy_hold rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.2879703162546712 -0.387296936269229 0.7435388439388246 0.3168196499493554 0.9575399668146196 1.327783063161173 12.800749264108957 360 0.0 1.0 -0.04538565029400398 4.5507297760444425
40 AAPL buy_hold frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.12123226973265422 -0.33433711682495537 0.36260487882392745 0.27805240875276666 0.5517421837486468 0.7800552747863776 10.927198265945075 202 0.0 1.0 -0.03926250309921897 1.2880590037916138
41 AAPL buy_hold gfc_2007_2009 2007-01-03 2009-12-31 756 0.3609070427929819 -0.6086621454993839 0.592951353163045 0.4479470642122103 0.9114474627386632 1.2709665155025147 27.537534777547805 456 0.0 1.0 -0.06402719400426528 2.5146513415082286
42 AAPL buy_hold covid_2020 2020-01-02 2020-12-31 253 0.811135608728264 -0.31427261613691937 2.5809935930748606 0.46658574712358997 1.4976856829726417 2.0340460181610953 11.06097185803285 80 0.0 1.0 -0.06759061579783453 1.8074578579942095
43 AAPL buy_hold inflation_bear_2022 2022-01-03 2022-12-30 251 -0.2709744710730111 -0.30751057634195933 -0.881187484009268 0.3569610455308377 -0.7007653883176521 -1.1670849320943375 16.558070332300698 250 0.0 1.0 -0.04547558394568823 0.7317114377428617
44 AAPL trend_10m_shifted research_2007_2013 2007-01-03 2013-12-31 1762 0.14724962355050852 -0.5849358465854058 0.2517363646117537 0.2594098539193062 0.6590827563082204 0.7655025485912383 26.198535317143016 926 1.4301096319498825 0.6549375709421112 -0.039489477548377755 2.613101607872476
45 AAPL trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-29 1007 0.2174389438031885 -0.22466165413533823 0.967850720409106 0.1910530010885167 1.1237918757527716 1.3725420310145278 10.026874312640166 489 0.5013726835964311 0.7696127110228401 -0.028243393367713084 2.1920628065062093
46 AAPL trend_10m_shifted rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.20193655113699527 -0.3673029689317875 0.5497819735143422 0.2826414333980062 0.7922714473804712 0.9546311650597076 17.577639719917254 500 1.8371056241426613 0.7640821736249171 -0.0424938301160963 3.00818878158902
47 AAPL trend_10m_shifted frozen_oos_2024_latest 2024-01-02 2026-03-20 554 -0.06029032037832582 -0.3343371168249555 -0.18032793053572702 0.23497083040312733 -0.14984934582746529 -0.16348018060853164 13.656830130493674 307 2.260210396039604 0.6949458483754513 -0.037956182375719884 0.8714793711349959
48 AAPL trend_10m_shifted gfc_2007_2009 2007-01-03 2009-12-31 756 -0.04162759601250443 -0.5849358465854058 -0.07116608813685765 0.27937920247122494 -0.012309007861703825 -0.011535267894196278 36.3202421189746 747 2.6733760292772186 0.4444444444444444 -0.046871334127817965 0.8805254834776028
49 AAPL trend_10m_shifted covid_2020 2020-01-02 2020-12-31 253 0.811135608728264 -0.31427261613691937 2.5809935930748606 0.46658574712358997 1.4976856829726417 2.0340460181610953 11.06097185803285 80 0.0 1.0 -0.06759061579783453 1.8074578579942095
50 AAPL trend_10m_shifted inflation_bear_2022 2022-01-03 2022-12-30 251 -0.2674211317727154 -0.2826992775989118 -0.945956190776431 0.2502530967515649 -1.1081484430334065 -1.243084482955867 19.387995833398776 250 3.0353185595567864 0.4940239043824701 -0.04011742599664905 0.7352362701144453
51 AAPL trailing_12 research_2007_2013 2007-01-03 2013-12-31 1762 0.21300530237767057 -0.4033459757953404 0.5280957668107502 0.24833880504697803 0.9020836514047801 1.102126344645337 16.507724149369494 337 4.862372748629601 0.7116912599318955 -0.037903522064723305 3.8584020996952724
52 AAPL trailing_12 validation_2014_2017 2014-01-02 2017-12-29 1007 0.20800333409662386 -0.22168753997820523 0.9382725529683504 0.19305112354355597 1.073791505898802 1.3991909707257848 10.023690993135371 489 2.0054907343857242 0.8222442899702085 -0.027983858944492585 2.1250725945353577
53 AAPL trailing_12 rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.19977109602939525 -0.3802517657266338 0.5253653343269743 0.22657872252264724 0.9174481556301176 1.1013592821884932 15.333306292261677 500 4.342249657064472 0.7422133863485753 -0.03486310936363703 2.975882996851723
54 AAPL trailing_12 frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.039430421856017306 -0.29642945669834664 0.13301789334702524 0.20078726121896456 0.2937316974406559 0.38960878841111496 13.78182329813885 229 3.616336633663366 0.7779783393501805 -0.02957597415649471 1.0893176932425948
55 AAPL trailing_12 gfc_2007_2009 2007-01-03 2009-12-31 756 0.3632634045313474 -0.4033459757953404 0.900624839048026 0.28431421221346925 1.2301507056303262 1.450003967868095 18.505224513827525 337 5.346752058554437 0.6851851851851852 -0.04445616272671282 2.52770313319995
56 AAPL trailing_12 covid_2020 2020-01-02 2020-12-31 253 0.5395018190674776 -0.21959021696311498 2.456857261351032 0.3078160563350916 1.5458928802060958 1.766097903202947 12.466156510541172 84 6.020604395604395 0.7114624505928854 -0.04828988309349759 1.5372302873825354
57 AAPL trailing_12 inflation_bear_2022 2022-01-03 2022-12-30 251 -0.3545821899624756 -0.36711040506317816 -0.9658734404475773 0.19379752712784667 -2.142769936049129 -2.0814348191391514 17.424307766145517 250 9.10595567867036 0.4262948207171315 -0.03538032406383213 0.6487145079374383
58 AAPL kartsell_v11_original research_2007_2013 2007-01-03 2013-12-31 1762 0.20792900612637855 -0.4664865948339241 0.4457341506252806 0.24669109827190286 0.8895383315371342 1.2360609166379826 19.26050527404256 456 8.823776429130774 0.7595913734392736 -0.036422810340617166 3.7469006164004934
59 AAPL kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-29 1007 0.19569405898986947 -0.19622528351406754 0.9972927824861062 0.17553676802742899 1.1043085947924183 1.5432483353178397 8.865992243405731 489 10.428551818805763 0.7914101290963258 -0.02489041313518768 2.040000326057882
60 AAPL kartsell_v11_original rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.1864847959571676 -0.30207887958807567 0.6173380814026594 0.2580821507082153 0.7920702123505533 1.043380105959462 14.729781827372095 500 10.621810699588478 0.8297879390324717 -0.03795680607241255 2.783928838695913
61 AAPL kartsell_v11_original frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.08877910216670792 -0.22994866867132657 0.3860822620965156 0.19850984802855146 0.5301258251908837 0.7362331238433554 9.979747746560209 218 7.7751237623762375 0.7842057761732852 -0.029227969552799177 1.2070286030010642
62 AAPL kartsell_v11_original gfc_2007_2009 2007-01-03 2009-12-31 756 0.1680043274756109 -0.4664865948339241 0.3601482429209415 0.2692705363111463 0.7103445862111969 0.9557942969980374 24.74080443779495 456 9.590736505032021 0.6552248677248677 -0.04106057114886261 1.5915693250257923
63 AAPL kartsell_v11_original covid_2020 2020-01-02 2020-12-31 253 0.6673382139284112 -0.3020788795880759 2.2091521752146797 0.43047901932393096 1.3953580423781666 1.8384707520211738 12.171341956327968 81 8.930563186813185 0.9397233201581028 -0.06316130716530155 1.6644236159280286
64 AAPL kartsell_v11_original inflation_bear_2022 2022-01-03 2022-12-30 251 -0.25157152105578307 -0.27518076712539485 -0.9142045924348576 0.1994814050033418 -1.3410907856491823 -1.9480800939704808 19.990883488010358 250 8.245948753462603 0.5904382470119521 -0.02840372624098695 0.7509563170592082
65 AAPL kartsell_v12_candidate research_2007_2013 2007-01-03 2013-12-31 1762 0.26850886227944426 -0.3522678140654937 0.7622293367668358 0.2296804958471382 1.1506718853203353 1.6007089754746793 16.11720024352833 434 1.473012920908379 0.6560442678774122 -0.033257099806350124 5.275660426204975
66 AAPL kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-29 1007 0.17405170941288817 -0.24647390688485882 0.7061668783227307 0.1683139345445895 1.0359581115903982 1.4025850307980026 10.680130558713232 497 1.1782258064516127 0.7436941410129096 -0.024383138238816285 1.8966435914337307
67 AAPL kartsell_v12_candidate rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.15150182828108982 -0.28677233621350307 0.5283000106687283 0.20790085087510646 0.7826485987785684 1.027829892534603 13.263359846895861 500 1.8788580246913582 0.6647117296222664 -0.031835715355744774 2.327196154923431
68 AAPL kartsell_v12_candidate frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.10862128367138602 -0.19986512503563503 0.5434729228124183 0.16904385951336848 0.6980217093009706 0.9857398379361604 9.159244918890511 207 1.808168316831683 0.6568592057761733 -0.024220359001295776 1.2562286097364288
69 AAPL kartsell_v12_candidate gfc_2007_2009 2007-01-03 2009-12-31 756 0.3484107482757919 -0.3522678140654937 0.9890507573053929 0.26096649922559223 1.2734285011935402 1.7862903590714483 18.920576209266706 434 1.5371912168344006 0.6197751322751323 -0.03737248780965649 2.446184296970794
70 AAPL kartsell_v12_candidate covid_2020 2020-01-02 2020-12-31 253 0.42940035983099034 -0.1705598341482384 2.5175936759986897 0.2687747887646141 1.454123112709601 1.9224939746500227 10.07450327896859 100 2.859787087912088 0.5942687747035574 -0.03938973664728583 1.4276537875671957
71 AAPL kartsell_v12_candidate inflation_bear_2022 2022-01-03 2022-12-30 251 -0.2673364241413466 -0.28548633670238377 -0.9364245842001251 0.22797319496321566 -1.2393237631722651 -1.639501338834888 19.240360870193037 250 1.7200138504155125 0.5770916334661356 -0.03577002223322115 0.73532029574096
72 AMZN buy_hold research_2007_2013 2007-01-03 2013-12-31 1762 0.39596608486672413 -0.6525490974013093 0.6067989158878724 0.44886163525066586 0.962128657312887 1.5843747911839872 18.05591165929357 504 0.0 1.0 -0.056163989486975145 10.304651162790709
73 AMZN buy_hold validation_2014_2017 2014-01-02 2017-12-29 1007 0.3095795847158027 -0.305344611438535 1.0138694875187613 0.29586638148990624 1.0570389400378861 1.4686754070296346 12.137602760593817 316 0.0 1.0 -0.04101920672407594 2.9325459515032923
74 AMZN buy_hold rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.17290019514137334 -0.561452641226776 0.3079515215452292 0.35360614075602426 0.6277995725212276 0.8928116922196608 22.1876932344339 624 0.0 1.0 -0.050785734048022786 2.5984420292953314
75 AMZN buy_hold frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.14592562965383582 -0.30876642154837686 0.47260848158961 0.31416340502991225 0.5927747372951088 0.8822667097623587 10.330524508628045 186 0.0 1.0 -0.04329151477521325 1.3516519678820582
76 AMZN buy_hold gfc_2007_2009 2007-01-03 2009-12-31 756 0.5163952505032676 -0.6525490974013093 0.7913508003608366 0.5722724584638134 1.0018814019533326 1.7771125785830375 24.05341545047152 504 0.0 1.0 -0.06822614568663442 3.4759689922480614
77 AMZN buy_hold covid_2020 2020-01-02 2020-12-31 253 0.7659944543917647 -0.22744698694141618 3.3677933688744046 0.38513565307256914 1.6586844258704967 2.566708764749631 7.8447976019871755 83 0.0 1.0 -0.050993722585964935 1.7625606113083423
78 AMZN buy_hold inflation_bear_2022 2022-01-03 2022-12-30 251 -0.5002018849935816 -0.519848360812069 -0.9622072948584525 0.5007732822302371 -1.1230588428938835 -1.757233447190159 29.529915798346853 250 0.0 1.0 -0.0684750183069285 0.503847837952937
79 AMZN trend_10m_shifted research_2007_2013 2007-01-03 2013-12-31 1762 0.06840490090909501 -0.5521347709974114 0.12389167374031533 0.3035357344045084 0.367655445099484 0.4469990074554358 25.36093899811654 881 1.4301096319498825 0.6549375709421112 -0.043391509098133156 1.5883080815928035
80 AMZN trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-29 1007 0.23856428187128742 -0.3101391357861426 0.7692169556949761 0.26292097865155517 0.9424171655861366 1.1941498580875443 13.925770008862068 316 1.504118050789293 0.7904667328699106 -0.03673171580571091 2.3477757774171777
81 AMZN trend_10m_shifted rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.16887188105340933 -0.308505057701678 0.5473877229484747 0.25198594012837255 0.7452335182429113 0.8560333381622336 17.518525236713884 624 1.670096021947874 0.6434724983432737 -0.038788801563682716 2.545461638440832
82 AMZN trend_10m_shifted frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.05874487082571278 -0.3106344605036764 0.1891125367432231 0.30317311822741205 0.3405953843344253 0.4770339269279026 16.024692995555398 282 0.9040841584158416 0.9259927797833934 -0.04329151477521325 1.1346004358642363
83 AMZN trend_10m_shifted gfc_2007_2009 2007-01-03 2009-12-31 756 -0.01966705602796437 -0.5521347709974114 -0.03562002804575511 0.31520356047016773 0.08966744787150337 0.08859286743848022 32.03868993754736 504 2.005032021957914 0.38756613756613756 -0.04556700501711147 0.9422925138983265
84 AMZN trend_10m_shifted covid_2020 2020-01-02 2020-12-31 253 0.7659944543917647 -0.22744698694141618 3.3677933688744046 0.38513565307256914 1.6586844258704967 2.566708764749631 7.8447976019871755 83 0.0 1.0 -0.050993722585964935 1.7625606113083423
85 AMZN trend_10m_shifted inflation_bear_2022 2022-01-03 2022-12-30 251 -0.10458618069044412 -0.18504206168264326 -0.5652022018097423 0.10607712257866518 -0.9797008077439068 -0.4198201111621918 12.160311488548286 250 1.0117728531855956 0.0796812749003984 -0.01872666307994035 0.8965655296100579
86 AMZN trailing_12 research_2007_2013 2007-01-03 2013-12-31 1762 0.30389466650032393 -0.28912310669089303 1.0510909002690796 0.3458151179755327 0.9333589967077894 1.5178647044659748 12.149324303487168 504 4.2903288958496475 0.7377979568671964 -0.04037499557523625 6.394843064568851
87 AMZN trailing_12 validation_2014_2017 2014-01-02 2017-12-29 1007 0.18103686521654994 -0.42792286419172565 0.42305957537113176 0.24625404132241888 0.7958269222992552 1.0383861366370173 18.090011794992275 380 4.0109814687714485 0.7646474677259185 -0.03322187159695321 1.9420590453809288
88 AMZN trailing_12 rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.13176408118520033 -0.4037957087308284 0.3263137233413115 0.24458129778106003 0.6281969068356135 0.7596064840312153 23.786877698255008 721 5.010288065843621 0.6785950960901259 -0.03681100250337005 2.0983269048523954
89 AMZN trailing_12 frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.1377707919408424 -0.20789977471026333 0.6626788900221021 0.2572931552039872 0.6331785280770517 0.8104253398050281 9.536678226362783 106 3.1642945544554455 0.7617328519855595 -0.03703888701935924 1.3304650094228463
90 AMZN trailing_12 gfc_2007_2009 2007-01-03 2009-12-31 756 0.4076875920781531 -0.28912310669089303 1.41008304989618 0.42892658196514405 0.9976030974143361 1.7557307368270736 14.356749733717006 504 5.346752058554437 0.6904761904761905 -0.04573097709953113 2.782279338405589
91 AMZN trailing_12 covid_2020 2020-01-02 2020-12-31 253 0.4238728511875658 -0.26354128280273825 1.6083736357344682 0.2994343179082477 1.320691391689597 1.8096656135345541 12.311085254265254 83 6.020604395604395 0.7628458498023716 -0.04100832351473741 1.4221518902396961
92 AMZN trailing_12 inflation_bear_2022 2022-01-03 2022-12-30 251 0.02583152485293816 -0.1788461687891082 0.14443432044327534 0.21521953880527592 0.22317886215512686 0.2393158081725933 10.266991994642929 95 5.058864265927978 0.2749003984063745 -0.03146165185530635 1.0255271487433397
93 AMZN kartsell_v11_original research_2007_2013 2007-01-03 2013-12-31 1762 0.29530947245825856 -0.4516668297936334 0.6538214741011322 0.3329883136106711 0.9388102711745385 1.5915775147354487 17.370639764737792 504 9.410121378230226 0.7961691259931895 -0.03946935715571028 6.106167592128296
94 AMZN kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-29 1007 0.19622270170336953 -0.28677039786699665 0.6842501986358337 0.23759140203151247 0.8709784002895347 1.1760415237001802 13.780075271533416 373 8.473198352779683 0.832969215491559 -0.03407186086238829 2.043600543219733
95 AMZN kartsell_v11_original rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.12708438839952807 -0.4208827787845494 0.30194722807744717 0.24579568166720403 0.6096767176668303 0.840287478354942 22.61103600604484 836 11.490260631001375 0.7289927104042413 -0.03604924234659409 2.0469087632539256
96 AMZN kartsell_v11_original frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.036686541095713565 -0.25722766760658644 0.14262284239121323 0.26280014467654744 0.26953249571627763 0.36903921944683765 13.353360762164021 282 12.770188737623762 0.8628158844765343 -0.0389714978952781 1.0829665745933335
97 AMZN kartsell_v11_original gfc_2007_2009 2007-01-03 2009-12-31 756 0.45111049325185526 -0.4516668297936334 0.9987682590239529 0.39146579145156735 1.1346414071747923 2.2463222080956147 20.499475741380305 504 9.958325709057641 0.6994708994708995 -0.04022357001831834 3.0470809380696555
98 AMZN kartsell_v11_original covid_2020 2020-01-02 2020-12-31 253 0.6112769599159018 -0.20834829594842286 2.93391869193509 0.3586132778958783 1.4997625480471006 2.306438605157833 8.904886444284614 83 11.539491758241757 0.9407114624505929 -0.04787615917979463 1.608648638336264
99 AMZN kartsell_v11_original inflation_bear_2022 2022-01-03 2022-12-30 251 -0.2123412513893751 -0.23014906177791938 -0.9226248838427689 0.17796382836548855 -1.241705858798022 -1.9601420406578958 12.94683904808936 250 1.618836565096953 0.3615537848605578 -0.02396625640742497 0.7898494081788662
100 AMZN kartsell_v12_candidate research_2007_2013 2007-01-03 2013-12-31 1762 0.25398074612489063 -0.36339735877711066 0.6989064174257508 0.28650100659978395 0.9295294416136614 1.5047040292854053 13.640203348053904 439 2.030755677368833 0.6422247446083995 -0.03514351355253832 4.867388787610081
101 AMZN kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-29 1007 0.26819094682595623 -0.24091926138508557 1.1131984436781066 0.23839826128430933 1.1128496649881205 1.592878540704383 9.35107227062787 316 1.1531571722717913 0.8272095332671301 -0.0315437566609155 2.5799338912373826
102 AMZN kartsell_v12_candidate rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.15966193817025864 -0.34270372908353386 0.46588911826909574 0.2156211581995077 0.7949173185036618 1.0698573170786831 15.582157452780411 624 1.6116426611796981 0.6313121272365806 -0.03183580309644178 2.4277045663982006
103 AMZN kartsell_v12_candidate frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.10640332377023243 -0.19504691249999995 0.5455268294504916 0.24466107155432312 0.5380912839825505 0.7399861853426211 9.876410472748349 187 1.762964108910891 0.7702166064981949 -0.03481506758478882 1.250675536074608
104 AMZN kartsell_v12_candidate gfc_2007_2009 2007-01-03 2009-12-31 756 0.4425345839097068 -0.36339735877711066 1.2177705016869285 0.3457710968581076 1.222433386182036 2.386437590831907 16.100741845949226 439 1.8713632204940531 0.6416666666666667 -0.03610856863443554 2.993509398673774
105 AMZN kartsell_v12_candidate covid_2020 2020-01-02 2020-12-31 253 0.4895007615751792 -0.19592273094779233 2.498437823968556 0.2976592173776349 1.4779739098448825 2.0605990010866977 8.212814858527604 83 2.207554945054945 0.7229249011857707 -0.041941682678368106 1.4874710773418176
106 AMZN kartsell_v12_candidate inflation_bear_2022 2022-01-03 2022-12-30 251 -0.2361837135133915 -0.2529097943784614 -0.9338654285565529 0.15971848077234826 -1.5932620989854547 -2.2013379707195764 16.572753202462533 250 1.0117728531855956 0.32390438247011955 -0.02446404549530173 0.7662146292861993
107 NVDA buy_hold research_2007_2013 2007-01-03 2013-12-31 1762 -0.056460288477524934 -0.8507840161861403 -0.06636265774082452 0.5256871452243027 0.15558949236942324 0.21433253546251718 59.899921133253855 1562 0.0 1.0 -0.0760917243832831 0.6660568767670074
108 NVDA buy_hold validation_2014_2017 2014-01-02 2017-12-29 1007 0.8674425450011563 -0.25278502014695403 3.4315425197936067 0.37668814458897365 1.8380480546277866 3.1091601726948563 6.912702567533581 97 0.0 1.0 -0.04511884207507018 12.078651685393273
109 NVDA buy_hold rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.4747190553399403 -0.6636205656759349 0.7153471123312947 0.5136644397467044 1.013241244464127 1.4880512821243326 28.230730054380246 373 0.0 1.0 -0.07048986378439079 10.237105943152443
110 NVDA buy_hold frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.7588556120862455 -0.3688683664592114 2.0572531588179928 0.4991214808703603 1.387979108173954 2.0252990245456273 11.524350331477603 115 0.0 1.0 -0.06861109545015502 3.4873389604620266
111 NVDA buy_hold gfc_2007_2009 2007-01-03 2009-12-31 756 -0.0809979197825853 -0.8507840161861403 -0.09520385696205184 0.6498238214101052 0.20227801307897214 0.27309306468737155 54.56880996127262 556 0.0 1.0 -0.0953260603499055 0.7766505903874952
112 NVDA buy_hold covid_2020 2020-01-02 2020-12-31 253 1.2253783839407868 -0.3759135684779151 3.259734382300642 0.5782368884053415 1.665340669546761 2.239461487100684 10.032616559403507 56 0.0 1.0 -0.08115238375118367 2.2192945176370595
113 NVDA buy_hold inflation_bear_2022 2022-01-03 2022-12-30 251 -0.5071855683035409 -0.6272700109558111 -0.8085602044496119 0.6321238036005866 -0.795234930440806 -1.423396065409133 41.320337002692895 250 0.0 1.0 -0.07807330356535645 0.49688891911189753
114 NVDA trend_10m_shifted research_2007_2013 2007-01-03 2013-12-31 1762 -0.10546719552361539 -0.6000947715047931 -0.17575089891076145 0.2923673724018252 -0.2347872087397819 -0.21476051549196867 42.33772288291729 1003 1.4301096319498825 0.4018161180476731 -0.046867156844965556 0.4587101374290958
115 NVDA trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-29 1007 0.7704460613472832 -0.25278502014695403 3.047831160641529 0.36434614222619377 1.7417127743614604 2.842669095938114 7.542158779890989 160 0.5013726835964311 0.958291956305859 -0.044572000119981595 9.763689200361336
116 NVDA trend_10m_shifted rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.4203101958158755 -0.5159995206136142 0.8145553998113267 0.4385694381568288 1.0193562844641102 1.2763723356803853 26.92220629247804 386 0.6680384087791496 0.7514910536779325 -0.06253388213844788 8.173758780869418
117 NVDA trend_10m_shifted frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.5832661822261109 -0.27354926353348163 2.1322162402923848 0.4772806122251457 1.206765503048072 1.6783788105905653 10.925757662735421 184 1.808168316831683 0.8880866425992779 -0.06590029693605355 2.76343918064146
118 NVDA trend_10m_shifted gfc_2007_2009 2007-01-03 2009-12-31 756 -0.002559205078127458 -0.46386997595889634 -0.005517074203470823 0.30347711474530725 0.14505029470824243 0.11282256377569115 31.96140513560226 755 1.3366880146386093 0.32936507936507936 -0.05096672492365931 0.9923611622163907
119 NVDA trend_10m_shifted covid_2020 2020-01-02 2020-12-31 253 1.2253783839407868 -0.3759135684779151 3.259734382300642 0.5782368884053415 1.665340669546761 2.239461487100684 10.032616559403507 56 0.0 1.0 -0.08115238375118367 2.2192945176370595
120 NVDA trend_10m_shifted inflation_bear_2022 2022-01-03 2022-12-30 251 -0.368972833937261 -0.46369642442149994 -0.7957206795320568 0.4387548213148004 -0.8222986568482055 -1.1245574154131206 33.78413359945607 250 1.0117728531855956 0.4103585657370518 -0.06564238639750411 0.6344167930366188
121 NVDA trailing_12 research_2007_2013 2007-01-03 2013-12-31 1762 0.11483432898323276 -0.359560591763881 0.31937406827565534 0.31502943229332325 0.5019862748334427 0.5440326319850712 22.93205284156935 730 5.72043852779953 0.5278093076049943 -0.04719009736007247 2.138537564217249
122 NVDA trailing_12 validation_2014_2017 2014-01-02 2017-12-29 1007 0.4486639465168145 -0.32019237777060927 1.4012324392001743 0.3363377471117009 1.262024330005541 1.894042748117435 13.07772238465925 281 4.261667810569664 0.8162859980139027 -0.04254209091096341 4.386395481711372
123 NVDA trailing_12 rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.31770352458958384 -0.3461279426499856 0.9178788691754213 0.3576737255259764 0.947913401456355 1.1931730004550813 16.835665002891606 489 6.513374485596708 0.6209410205434063 -0.05000777168110876 5.2171107005862325
124 NVDA trailing_12 frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.3292994363054882 -0.4276189490405137 0.7700768103105963 0.3655847833355458 0.9675003072049654 1.0498184380431617 23.7611276961118 338 6.328589108910891 0.6534296028880866 -0.05419677341635203 1.8770522245751127
125 NVDA trailing_12 gfc_2007_2009 2007-01-03 2009-12-31 756 0.1246247190474814 -0.33718231953150735 0.3696063281747372 0.3686027136929533 0.5026280533073405 0.5058194157794548 22.64980533923018 556 7.351784080512352 0.458994708994709 -0.058632144111265626 1.4211464482082339
126 NVDA trailing_12 covid_2020 2020-01-02 2020-12-31 253 1.0363846412883837 -0.22412165861251288 4.624205655555155 0.3832797417905475 2.0351826237274424 2.6273988324499027 10.86820865046326 83 6.020604395604395 0.7509881422924901 -0.05444007841392226 2.031434378053273
127 NVDA trailing_12 inflation_bear_2022 2022-01-03 2022-12-30 251 0.04157864343567974 -0.22346804682904753 0.18606079941033937 0.3567624712178883 0.28813829859243606 0.3121035416578725 12.614884797791841 170 6.070637119113573 0.3187250996015936 -0.05339890252472564 1.041085035540864
128 NVDA kartsell_v11_original research_2007_2013 2007-01-03 2013-12-31 1762 0.05870638897536762 -0.5398427431819761 0.10874720410121032 0.3186134978742391 0.33789738357439963 0.47822371873759284 32.204249781749496 811 11.648242952231792 0.6251702610669694 -0.0454665685375736 1.4901919062183269
129 NVDA kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-29 1007 0.6889666366639733 -0.22546232975892055 3.05579489664931 0.34405842558497834 1.687573554296505 2.722958502981554 7.669608493412612 143 17.911539121482498 0.8953326713008937 -0.04246375453130938 8.090800876226277
130 NVDA kartsell_v11_original rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.5038173835623585 -0.4774293320103885 1.055271115079699 0.4082739868292765 1.2021272153436722 1.8091061004496032 20.84054201755063 368 8.45068587105624 0.7933730947647449 -0.05326048027527193 11.507672745065475
131 NVDA kartsell_v11_original frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.563599740722792 -0.3319299163628049 1.6979480093224502 0.43938624465874426 1.2448506981492375 1.7305662735408973 13.623205343612472 139 6.780631188118811 0.9145306859205776 -0.061362506107538274 2.68807520013374
132 NVDA kartsell_v11_original gfc_2007_2009 2007-01-03 2009-12-31 756 0.1335444216873929 -0.5398427431819761 0.24737652468985077 0.3913611446364062 0.5157044637531232 0.7390846668970826 33.23989858934634 556 8.655054894784996 0.6891534391534392 -0.05605819695741656 1.455143284945805
133 NVDA kartsell_v11_original covid_2020 2020-01-02 2020-12-31 253 1.1507982794423155 -0.38412610501121225 2.995886674790626 0.5667009659318225 1.627769979787553 2.170412828246076 10.403123211090666 83 7.726442307692307 0.9741106719367588 -0.0798482420352208 2.1451685440961206
134 NVDA kartsell_v11_original inflation_bear_2022 2022-01-03 2022-12-30 251 -0.3752487042088134 -0.41853400820230524 -0.8965787650580376 0.3252408871598056 -1.2723400589015457 -1.9597282978787842 31.34303432452583 250 8.751835180055402 0.4693227091633466 -0.04373669474590991 0.6281802666785438
135 NVDA kartsell_v12_candidate research_2007_2013 2007-01-03 2013-12-31 1762 0.03599501722881904 -0.48664809111465057 0.07396518734178881 0.2823095684109093 0.26582658631284795 0.3621586545044797 30.68525823514448 822 1.4587118245888802 0.5604710556186152 -0.04145218380538014 1.2805249271788985
136 NVDA kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-29 1007 0.6012814814127245 -0.1714559200598924 3.5069158370424707 0.3053934495967515 1.6856170818069436 2.7471048449981867 7.2031801112015446 165 1.9052161976664377 0.7046673286991062 -0.03677904883056521 6.540809739984589
137 NVDA kartsell_v12_candidate rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.40928532835022247 -0.2957500993911705 1.383889064425591 0.30647299456682736 1.2706901618236932 1.9610680103183424 15.569129745080437 340 1.7201989026063103 0.6227965540092777 -0.04050538299058152 7.801136339369044
138 NVDA kartsell_v12_candidate frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.4673642938779834 -0.2728779640672855 1.7127227384426762 0.42097216518160424 1.128227843922329 1.4598759024545145 12.570595866581082 189 1.808168316831683 0.7665162454873646 -0.06200422356879919 2.3356754058017284
139 NVDA kartsell_v12_candidate gfc_2007_2009 2007-01-03 2009-12-31 756 0.08343665614056617 -0.48664809111465057 0.17145172798162508 0.3225569761767905 0.4099444525700626 0.5316457656959963 26.458804400544928 556 1.4703568161024705 0.5449074074074075 -0.05016516901792557 1.2710087382714088
140 NVDA kartsell_v12_candidate covid_2020 2020-01-02 2020-12-31 253 0.7670153776803095 -0.2055711339930274 3.7311433895496497 0.338548695374321 1.8403139807732853 2.486656912181708 11.355499204326078 83 2.809615384615385 0.6822134387351779 -0.04907993166417733 1.7635760613583316
141 NVDA kartsell_v12_candidate inflation_bear_2022 2022-01-03 2022-12-30 251 -0.1582803160444658 -0.18678485215886753 -0.8473937485564539 0.14191241382526565 -1.1336525286170032 -1.7636517558419407 11.988747782276615 250 0.8094182825484765 0.2199203187250996 -0.01980289933790016 0.8434089874145081
142 TSLA buy_hold research_2007_2013 2010-06-29 2013-12-31 884 0.6898603845465467 -0.38455032421764945 1.7939404574681794 0.6026867374533766 1.1690720642521057 1.7566934558915879 19.100300716899294 324 0.0 1.0 -0.0796375223447832 6.296735035579712
143 TSLA buy_hold validation_2014_2017 2014-01-02 2017-12-29 1007 0.20004118915559754 -0.49772759054677573 0.4019089818505811 0.4057482818198681 0.6508288604794271 0.9652464154857552 19.762833963290873 648 0.0 1.0 -0.05621207207068036 2.069747189704115
144 TSLA buy_hold rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.5137658435020171 -0.7363221699148724 0.6977459928463305 0.6375612856000303 0.9686349794688074 1.4250596667983018 30.879664132620437 540 0.0 1.0 -0.08843067128928894 11.97109362453827
145 TSLA buy_hold frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.1942006976092554 -0.5376568165715001 0.36119824323557087 0.6127850414316803 0.5921316534826774 0.9762998846642357 24.649268867256893 248 0.0 1.0 -0.07799869324908881 1.4808435286542214
146 TSLA buy_hold covid_2020 2020-01-02 2020-12-31 253 7.496357431699227 -0.6062653964378368 12.36481164147699 0.8930266950029666 2.835046631155805 3.974448401470251 17.85936706798835 75 0.0 1.0 -0.12621002833796285 8.434369994980015
147 TSLA buy_hold inflation_bear_2022 2022-01-03 2022-12-30 251 -0.6546140683730763 -0.7271999866642225 -0.9001843789572813 0.6667567683267975 -1.2446095760032883 -1.847561570238147 37.13211926966342 250 0.0 1.0 -0.09140511153297795 0.34968489184125306
148 TSLA trend_10m_shifted research_2007_2013 2010-06-29 2013-12-31 884 0.4078225633989354 -0.4598905196138722 0.8867818448211252 0.4988811083275397 0.9329105816119959 1.0727329502267229 19.365823921128307 702 2.2810304449648715 0.6244343891402715 -0.07129652946049472 3.3188323743614516
149 TSLA trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-29 1007 0.07364042686172789 -0.5395109980201328 0.13649476494820198 0.35740458695507815 0.3761837366659347 0.4519202115277001 31.067036037068416 837 2.506863417982155 0.6484607745779544 -0.053782327869526886 1.3276924220023956
150 TSLA trend_10m_shifted rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.3763391282404691 -0.606265396437837 0.6207498076777614 0.5210713714194869 0.8727311915017885 0.9836555184947293 29.452409840250446 540 2.171124828532236 0.5692511597084162 -0.07588203365135668 6.77085630442643
151 TSLA trend_10m_shifted frozen_oos_2024_latest 2024-01-02 2026-03-20 556 -0.03253531456333425 -0.5376568165715001 -0.060513162970393684 0.5033940589465784 0.18060339557176527 0.24299765155038272 31.51125423990483 313 3.1642945544554455 0.658273381294964 -0.06909577089495281 0.9294419135231711
152 TSLA trend_10m_shifted covid_2020 2020-01-02 2020-12-31 253 7.496357431699227 -0.6062653964378368 12.36481164147699 0.8930266950029666 2.835046631155805 3.974448401470251 17.85936706798835 75 0.0 1.0 -0.12621002833796285 8.434369994980015
153 TSLA trend_10m_shifted inflation_bear_2022 2022-01-03 2022-12-30 251 -0.28578648878942503 -0.4764373468469224 -0.5998406520411742 0.46709313879310627 -0.4806461732301626 -0.4845429285491689 32.8488897263476 250 1.0117728531855956 0.4103585657370518 -0.07674186472801142 0.7170160856564268
154 TSLA trailing_12 research_2007_2013 2010-06-29 2013-12-31 884 0.41469160457788856 -0.3177941251243299 1.304906452929706 0.4475305349388059 0.9927931003993525 1.2575982765399165 15.842507441719382 210 7.413348946135832 0.5565610859728507 -0.05962844918845739 3.3759732880431716
155 TSLA trailing_12 validation_2014_2017 2014-01-02 2017-12-29 1007 0.14732304470621171 -0.36580091823802685 0.4027410467306387 0.29445607562869375 0.611999718605814 0.7023047168493518 20.475927987798475 691 6.517844886753603 0.5749751737835154 -0.04382873600817772 1.7301717819344307
156 TSLA trailing_12 rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.32118153689810547 -0.39716329856900057 0.8086888643924017 0.3913350736649271 0.9057604240452558 0.9295096711888916 23.375263734045706 471 8.016460905349795 0.45129224652087474 -0.057560521364037054 5.30010749489179
157 TSLA trailing_12 frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.09251838254878564 -0.29730783474349376 0.3111871660853038 0.37581997520431093 0.42549256643003497 0.4217237926808262 16.8777462112198 188 7.684715346534653 0.46402877697841727 -0.06031278643236167 1.2162180681915802
158 TSLA trailing_12 covid_2020 2020-01-02 2020-12-31 253 1.8751473858355148 -0.3070994019884 6.105994911401176 0.5978874164883387 2.0506720780387604 2.3342361936614857 19.06295024757461 103 12.04120879120879 0.5098814229249012 -0.08033181038551375 2.864774443593317
159 TSLA trailing_12 inflation_bear_2022 2022-01-03 2022-12-30 251 0.16019640092106213 -0.20924636060986235 0.7655875134657498 0.25162194173199953 0.7094770175331864 0.5968447383064213 11.144308835662441 96 4.0470914127423825 0.22310756972111553 -0.037437022884903984 1.1581921948386682
160 TSLA kartsell_v11_original research_2007_2013 2010-06-29 2013-12-31 884 0.5512655543264471 -0.3809419397776319 1.4471117426667133 0.5256000171451068 1.095139538109764 1.562216856988631 22.61354566816191 602 11.062997658079626 0.7928733031674208 -0.07098072765545348 4.6641440647880765
161 TSLA kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-29 1007 0.08278118824668512 -0.41844669921239963 0.19782970782777323 0.3094238686498872 0.41070275655809335 0.5672522101730361 24.930980582544308 698 13.599734042553191 0.71266137040715 -0.04568401535159151 1.373360456703075
162 TSLA kartsell_v11_original rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.3722043220439699 -0.6049127954541018 0.6153024449822722 0.48320779369201977 0.8962760477600399 1.2242391834101056 33.63847434748897 540 13.310665294924553 0.6869449966865473 -0.06857377683498897 6.6499694906195
163 TSLA kartsell_v11_original frozen_oos_2024_latest 2024-01-02 2026-03-20 556 -0.001555373501615942 -0.43435792345423385 -0.0035808567488462635 0.4304084940643751 0.21086340823199137 0.31396991543305003 24.592203256081987 313 17.335813737623763 0.7147482014388491 -0.060405990218163404 0.9965624717578363
164 TSLA kartsell_v11_original covid_2020 2020-01-02 2020-12-31 253 6.434718600544683 -0.5370869448255129 11.980776413463511 0.8211842069995497 2.8447839084404265 4.067691171509879 17.669551190200103 77 9.432280219780218 0.9567193675889328 -0.11419572973682894 7.383848800347114
165 TSLA kartsell_v11_original inflation_bear_2022 2022-01-03 2022-12-30 251 -0.5098859436587709 -0.5729357985580219 -0.8899530190678671 0.39353481243772365 -1.5986374930163547 -2.12720665427005 38.13949091396975 250 12.596572022160665 0.5398406374501992 -0.05832123177441388 0.4941978126562515
166 TSLA kartsell_v12_candidate research_2007_2013 2010-06-29 2013-12-31 884 0.45896403450487133 -0.4293051120332865 1.069085882371895 0.43951871803741654 1.0750739910248357 1.479838991021192 28.45885279988228 612 1.824824355971897 0.5755090497737556 -0.06138670631923512 3.761274385424101
167 TSLA kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-29 1007 0.08595564066288808 -0.3115813731477206 0.2758689962577979 0.23818104592398326 0.46518709274443426 0.5644810253593967 18.21848950615195 469 1.504118050789293 0.500248262164846 -0.038687002541210054 1.3894923154862584
168 TSLA kartsell_v12_candidate rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.29973524379063243 -0.4503027534412084 0.6656304930406469 0.35517155212657503 0.9141804452847713 1.2376347569980015 24.619002132472996 540 2.004115226337449 0.4390987408880054 -0.04848631193936108 4.805367902472419
169 TSLA kartsell_v12_candidate frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.19590507412136482 -0.2445060965586513 0.8012277684633183 0.32894110561564166 0.7081078853198107 1.0467597505417667 13.106809809813996 218 1.5595451732673267 0.5052158273381294 -0.04575425489119833 1.4855229707464237
170 TSLA kartsell_v12_candidate covid_2020 2020-01-02 2020-12-31 253 3.907047223722259 -0.30208576561826084 12.933569430939388 0.6082570955155574 2.9037235784235267 4.016864682311609 13.07556319692368 102 3.0103021978021975 0.5691699604743083 -0.07685864198834816 4.880406918221863
171 TSLA kartsell_v12_candidate inflation_bear_2022 2022-01-03 2022-12-30 251 -0.30693345659929494 -0.3388621450604168 -0.9057767622422706 0.18011623583199543 -1.9281325500004256 -2.464865573012097 17.037246041267334 250 1.2141274238227149 0.2683266932270917 -0.028517732773989835 0.696029514769268
172 AIG buy_hold research_2007_2013 2007-01-03 2013-12-31 1762 -0.37991332941647726 -0.9951823812801102 -0.3817524672490605 0.9168155405938149 -0.0536361265257786 -0.0670104918515118 86.45767624010838 1658 0.0 1.0 -0.13220906261288867 0.03537768537768535
173 AIG buy_hold validation_2014_2017 2014-01-02 2017-12-29 1007 0.039494617530406284 -0.24403470715835018 0.16184016605793233 0.19231108659967408 0.29751670251573287 0.3989126776288583 8.28544095916489 328 0.0 1.0 -0.027774813261626466 1.1670910871694447
174 AIG buy_hold rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.02169344161982556 -0.7101851851851848 0.030546175944474077 0.38133388492169806 0.24904548743380098 0.30984469277415627 26.99956059273554 1465 0.0 1.0 -0.05724170503167848 1.1371265525344083
175 AIG buy_hold frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.04317047287200948 -0.1804605563155499 0.23922387115177904 0.23259219017499802 0.2996623332204266 0.38195573879119094 7.780774729286728 242 0.0 1.0 -0.03612052631409742 1.0980073800738013
176 AIG buy_hold gfc_2007_2009 2007-01-03 2009-12-31 756 -0.7259830522744373 -0.9951823812801102 -0.7294974930530825 1.3135894011089255 -0.31125089618136503 -0.40473765102602205 69.01532049238864 652 0.0 1.0 -0.19789318058648933 0.02077616077616072
177 AIG buy_hold covid_2020 2020-01-02 2020-12-31 253 -0.2631901994128708 -0.6552230585643475 -0.4016803071453928 0.7067279164811198 -0.0700831892610229 -0.08983451695281577 40.89350495979362 225 0.0 1.0 -0.10680588588648081 0.7375803623611922
178 AIG buy_hold inflation_bear_2022 2022-01-03 2022-12-30 251 0.11359875108400974 -0.2636476426799004 0.430873380582174 0.3264166310956452 0.48954372003536245 0.7640125011630626 13.023182105999405 193 0.0 1.0 -0.043016454528136974 1.1122054168132252
179 AIG trend_10m_shifted research_2007_2013 2007-01-03 2013-12-31 1762 -0.031249061272352274 -0.5731045166796069 -0.05452593787499673 0.27593179292387354 0.022777411970079275 0.0214502996589051 34.121083711785865 1761 0.8580657791699295 0.46140749148694665 -0.04321659167206191 0.8009193099414211
180 AIG trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-29 1007 0.03175437477161003 -0.24809894333627303 0.12799076991057629 0.16280772394858395 0.2733696473542598 0.31873674737359364 13.13827734257293 611 3.008236101578586 0.7249255213505462 -0.024531741754264643 1.1328087536747136
181 AIG trend_10m_shifted rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.023969264658521672 -0.40932488180817495 0.05855804453576944 0.20191109177505015 0.2182062753953256 0.23626971011275807 16.231523149287284 443 1.670096021947874 0.5288270377733598 -0.03239720584067673 1.152377548334049
182 AIG trend_10m_shifted frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.048008625254088555 -0.19784509298254227 0.24265764963058653 0.19173838139433425 0.3423852762952124 0.369615045158995 10.406269637711546 458 4.068378712871287 0.7166064981949458 -0.031020228629321422 1.1093045625936055
183 AIG trend_10m_shifted gfc_2007_2009 2007-01-03 2009-12-31 756 -0.14247775229835902 -0.40912607063974393 -0.3482490179019118 0.21939204250216973 -0.58828931824748 -0.28173770059066566 10.415347221060127 755 0.6683440073193047 0.13624338624338625 -0.03446106457091164 0.6313043621603877
184 AIG trend_10m_shifted covid_2020 2020-01-02 2020-12-31 253 -0.022305500326539995 -0.052362948960302136 -0.4259786885465606 0.05519046166847078 -0.3781124105373381 -0.17689202014848665 4.900375895694041 241 2.006868131868132 0.08300395256916997 -0.0005003929026811079 0.977769981239042
185 AIG trend_10m_shifted inflation_bear_2022 2022-01-03 2022-12-30 251 -0.10290977889032527 -0.24906947890818876 -0.41317699519602546 0.27819369460773247 -0.24882243251074795 -0.31290480091043826 16.21630780671507 193 2.0235457063711912 0.6613545816733067 -0.04193635837161544 0.898224538116996
186 AIG trailing_12 research_2007_2013 2007-01-03 2013-12-31 1762 -0.007166450689963355 -0.6153350156712019 -0.011646421067304704 0.3264628996821976 0.1409771170713361 0.13260533572904662 42.218777583300955 1658 5.434416601409554 0.518161180476731 -0.047756143522955555 0.9509520672266222
187 AIG trailing_12 validation_2014_2017 2014-01-02 2017-12-29 1007 -0.05373883962989845 -0.29149403958448006 -0.18435656422512886 0.1686926449929049 -0.24202477828267885 -0.2850927236502006 17.754922251120462 827 3.2589224433768016 0.8301886792452831 -0.025944721978783558 0.8022445432754544
188 AIG trailing_12 rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.07626217828219128 -0.31950207518441887 0.2386907134739961 0.2472994063275153 0.42060069320713667 0.5074447375668569 17.840711312617902 541 4.175240054869684 0.7190192180251822 -0.037207863545611064 1.5527989577655832
189 AIG trailing_12 frozen_oos_2024_latest 2024-01-02 2026-03-20 554 -0.03971157264398184 -0.2388634287661875 -0.16625220884212327 0.22154331939202998 -0.07267878711801093 -0.08580240664991308 11.695137520956534 242 2.7122524752475248 0.8826714801444043 -0.03575678970384371 0.9142591625116522
190 AIG trailing_12 gfc_2007_2009 2007-01-03 2009-12-31 756 -0.2060429486950297 -0.6010691067488432 -0.34279410866665083 0.3703544186291857 -0.43704843489314604 -0.34366244793384537 41.659955146528446 652 6.3492680695333945 0.36243386243386244 -0.05374309218418168 0.5013551352650337
191 AIG trailing_12 covid_2020 2020-01-02 2020-12-31 253 0.18903883283117806 -0.24943720936767955 0.7578614005119337 0.3652090923158516 0.6515199427309328 0.752906754748702 16.277078724487637 117 7.024038461538462 0.5533596837944664 -0.05365546194766475 1.1883344677606476
192 AIG trailing_12 inflation_bear_2022 2022-01-03 2022-12-30 251 -0.060889512530387435 -0.2875955225492468 -0.21171926457916582 0.25060885506501357 -0.12376772639240934 -0.13937997891378992 19.273335416582977 213 6.070637119113573 0.6254980079681275 -0.040373763611262985 0.9397972188228495
193 AIG kartsell_v11_original research_2007_2013 2007-01-03 2013-12-31 1762 -0.039640232059296565 -0.7045487697414243 -0.056263290437431154 0.3936309589805428 0.09028699697870864 0.12354427929094448 42.04649806770919 1658 11.819856108065778 0.6449205448354143 -0.055565118655546 0.7536504491388759
194 AIG kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-29 1007 -0.028683435947571834 -0.21679281611684464 -0.13230805550361202 0.13591354076317042 -0.14535452808586852 -0.17484486262552923 12.416040533888602 616 21.559025394646532 0.7154419066534261 -0.02149962265283068 0.8903927121812769
195 AIG kartsell_v11_original rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.05678331420360938 -0.35502741836761875 0.15994064476679995 0.2004998857888514 0.3755921564534409 0.5183365596234989 13.193328255691661 475 15.339831961591223 0.619946984758118 -0.029298755724796986 1.391938893845016
196 AIG kartsell_v11_original frozen_oos_2024_latest 2024-01-02 2026-03-20 554 -0.07026420584259774 -0.25086381024759885 -0.28008904821005476 0.17859882914438496 -0.32026351290004373 -0.3568545813133354 14.263884085337923 466 21.087762995049506 0.7190433212996389 -0.03051152722117215 0.8511488633038362
197 AIG kartsell_v11_original gfc_2007_2009 2007-01-03 2009-12-31 756 -0.1926005423381708 -0.7045487697414243 -0.27336722539286656 0.49810345967456604 -0.18718089873068197 -0.2639642319184692 35.11953774814965 652 1.8045288197621225 0.5333994708994709 -0.07103844456741588 0.5271872513458568
198 AIG kartsell_v11_original covid_2020 2020-01-02 2020-12-31 253 -0.04327894773238117 -0.29354127910958117 -0.14743734804066452 0.25420430792424503 -0.045990187242988693 -0.06291243783638133 16.64556762132411 199 6.973866758241759 0.4270750988142292 -0.03657346242189625 0.9568659249846319
199 AIG kartsell_v11_original inflation_bear_2022 2022-01-03 2022-12-30 251 0.05613977457915764 -0.18345117269683608 0.3060202546207319 0.2249784121342505 0.35295009706965336 0.4805473098946066 11.325179541914787 225 17.351904432132965 0.6472111553784861 -0.03387687317889497 1.0554687505353633
200 AIG kartsell_v12_candidate research_2007_2013 2007-01-03 2013-12-31 1762 -0.006035226693061002 -0.6378864582068315 -0.009461286746902706 0.2639535543661601 0.1086820098351842 0.14338503180576392 35.79440553464087 1658 1.0010767423649178 0.5275822928490352 -0.03934880228666931 0.9585543561161578
201 AIG kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-29 1007 0.0255714498099191 -0.19939888109340764 0.12824269459135154 0.14039168346000977 0.25018685779002126 0.30139155000738943 7.920791826177544 347 1.1030199039121482 0.6953326713008938 -0.021246178107178597 1.1059706375264615
202 AIG kartsell_v12_candidate rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.001441895893360412 -0.3663588347417416 0.003935747569392866 0.1991811693037605 0.10677151897048065 0.1383608822241593 18.965580671176777 778 1.5030864197530864 0.5970178926441353 -0.03146289639940618 1.0086647155278243
203 AIG kartsell_v12_candidate frozen_oos_2024_latest 2024-01-02 2026-03-20 554 0.023593138047782736 -0.19083197892771397 0.12363304190604069 0.23051430929970898 0.21758655550318723 0.27436958565943126 8.326656530365941 242 0.5424504950495048 0.983754512635379 -0.03612052631409742 1.0529399188554098
204 AIG kartsell_v12_candidate gfc_2007_2009 2007-01-03 2009-12-31 756 -0.17301923621035287 -0.6378864582068315 -0.2712382963838562 0.2854987114836177 -0.521667003683718 -0.6974506861025075 35.82590944872476 652 0.40100640439158286 0.43584656084656087 -0.043476158854492464 0.5663793456570145
205 AIG kartsell_v12_candidate covid_2020 2020-01-02 2020-12-31 253 -0.03425199816177915 -0.20934764512210868 -0.16361300907779774 0.20675147116718087 -0.06478705359184377 -0.1003555708463554 13.334402527992133 199 1.2041208791208793 0.38735177865612647 -0.028916050985432117 0.9658631989339136
206 AIG kartsell_v12_candidate inflation_bear_2022 2022-01-03 2022-12-30 251 -0.053302738758497115 -0.22929793921244013 -0.23246060972712518 0.2583678690434468 -0.08163438345205384 -0.10373917794829716 15.475824714615076 193 1.618836565096953 0.6496015936254981 -0.04050650512163038 0.947300845502617
207 AAMRQ buy_hold research_2007_2013 2012-01-05 2013-12-06 484 5.280061145634115 -0.624817518248175 8.45056515130694 1.0519404291555188 2.250354948350644 3.7264959008030933 28.733617586558356 219 0.0 1.0 -0.10863800698124862 34.000000000000014
208 AAMRQ trend_10m_shifted research_2007_2013 2012-01-05 2013-12-06 484 3.941233680559143 -0.6248175182481751 6.307815586876199 0.954267522862067 2.1285260686432834 2.523183672520767 26.703279720760055 236 1.0420827389443652 0.5661157024793388 -0.10192543447293635 21.46011582377357
209 AAMRQ trailing_12 research_2007_2013 2012-01-05 2013-12-06 484 1.4206482020164874 -0.549891054014899 2.5835084816236993 0.7513193312194627 1.5597400556631345 1.4083890604638196 28.067964946750447 236 9.899786019971469 0.42768595041322316 -0.08787249495195092 5.455750468829753
210 AAMRQ kartsell_v11_original research_2007_2013 2012-01-05 2013-12-06 484 4.860754491653322 -0.5819134647996278 8.353053822748441 0.9431831080874924 2.3198035649551243 3.6908787306671744 25.373474991962535 219 7.711412268188303 0.6949380165289255 -0.09873266154132487 29.77707700249499
211 AAMRQ kartsell_v12_candidate research_2007_2013 2012-01-05 2013-12-06 484 1.0947482978641734 -0.4260527498444858 2.569513512737024 0.47986010611946656 1.7782746333670214 2.2728995048283487 23.93702675511551 261 2.3446861626248214 0.3162190082644627 -0.06169615458767534 4.133585885438912
@@ -0,0 +1,13 @@
portfolio,strategy,start,end,observations,cagr,mdd,calmar,annual_vol,sharpe_zero_rf,sortino_zero_rf,ulcer_index,recovery_days_max,turnover_annual,avg_exposure,cvar_5_daily,final_equity
core_six_dynamic_equal_weight,buy_hold,2007-01-03,2026-03-20,4834,0.24308704933345293,-0.773128358978349,0.31442003971330257,0.3015414488015295,0.8738334831198687,1.1445261144672476,20.190916126786806,1113,0.0,1.0,-0.04439147387420406,65.35179860793097
core_six_dynamic_equal_weight,trend_10m_shifted,2007-01-03,2026-03-20,4834,0.16357472264053885,-0.34067960244491646,0.4801424020300329,0.19064749818040705,0.8913494532150117,1.1049906557456832,12.52825619377904,1006,1.6329354332953245,0.6660736450144807,-0.029155088237047114,18.35805097999759
core_six_dynamic_equal_weight,trailing_12,2007-01-03,2026-03-20,4834,0.18551340593385346,-0.3401701760332102,0.5453547048044038,0.1644247585824664,1.1190161938621779,1.4738094160550808,9.606362318308255,544,4.468447120866591,0.7040752999586264,-0.024690993939220283,26.281594852133274
core_six_dynamic_equal_weight,kartsell_v11_original,2007-01-03,2026-03-20,4834,0.19444607637988587,-0.4376169049457289,0.44432944473203134,0.19032091826878392,1.0305436858332904,1.4062568301434244,12.003440717817698,546,11.57943842645382,0.7552554820024825,-0.027775558387793733,30.358044313090343
core_six_dynamic_equal_weight,kartsell_v12_candidate,2007-01-03,2026-03-20,4834,0.18232377853278559,-0.3729701052232771,0.48884287501712276,0.15889018181372055,1.1353594272561964,1.5647690446269358,10.078756289314878,601,1.5076453819840363,0.6618242311405323,-0.02335742247306538,24.95609297095869
core_six_dynamic_equal_weight,kartsell_v12_plus_capital_floor,2007-01-03,2026-03-20,4834,0.1598205106814412,-0.27442576057839874,0.582381589631354,0.1434253301880626,1.1072401404080283,1.4901689276822707,9.879399993130296,789,3.390939664694983,0.6159158391945938,-0.02155137321915794,17.253102473358652
all_seven_including_delisted_stress,buy_hold,2007-01-03,2026-03-20,4834,0.2775093396983792,-0.773128358978349,0.3589434231401033,0.3044073519527206,0.9583475125889233,1.2636149200360374,20.177358502372375,1081,0.0,1.0,-0.04448278715375355,110.43895266242205
all_seven_including_delisted_stress,trend_10m_shifted,2007-01-03,2026-03-20,4834,0.19161563949576554,-0.34067960244491646,0.5624511656131433,0.19468065551001978,0.9993615207731996,1.2545772641558275,12.383083611872175,1006,1.6329354332953245,0.6637045136631401,-0.029357445055813027,29.005608007963342
all_seven_including_delisted_stress,trailing_12,2007-01-03,2026-03-20,4834,0.19984372474650147,-0.3401701760332102,0.587481616045585,0.16623748983056533,1.1810289348280676,1.560892630054076,9.598058001712,544,4.565129194494217,0.6988395689264535,-0.024800737638361478,33.10450990565518
all_seven_including_delisted_stress,kartsell_v11_original,2007-01-03,2026-03-20,4834,0.22593790805742442,-0.4376169049457289,0.5162915451939503,0.19432270077509758,1.1474078884952614,1.584094021302573,11.976986181316061,546,11.487156626690014,0.7539293102429222,-0.028004218270131886,50.046048328654734
all_seven_including_delisted_stress,kartsell_v12_candidate,2007-01-03,2026-03-20,4834,0.19197816330124318,-0.3729701052232771,0.5147280187143047,0.15934431597089588,1.1837105714574105,1.6344183514714512,10.037158701396045,601,1.5178713705408047,0.6564404909667633,-0.023359033803261185,29.175582993689744
all_seven_including_delisted_stress,kartsell_v12_plus_capital_floor,2007-01-03,2026-03-20,4834,0.17015330451446609,-0.27442576057839874,0.6200340090370495,0.14411961856651512,1.1642558469245667,1.5717368300194083,9.709112426641425,789,3.2921535164521907,0.6124922104340288,-0.02158144412811821,20.457800569557346
1 portfolio strategy start end observations cagr mdd calmar annual_vol sharpe_zero_rf sortino_zero_rf ulcer_index recovery_days_max turnover_annual avg_exposure cvar_5_daily final_equity
2 core_six_dynamic_equal_weight buy_hold 2007-01-03 2026-03-20 4834 0.24308704933345293 -0.773128358978349 0.31442003971330257 0.3015414488015295 0.8738334831198687 1.1445261144672476 20.190916126786806 1113 0.0 1.0 -0.04439147387420406 65.35179860793097
3 core_six_dynamic_equal_weight trend_10m_shifted 2007-01-03 2026-03-20 4834 0.16357472264053885 -0.34067960244491646 0.4801424020300329 0.19064749818040705 0.8913494532150117 1.1049906557456832 12.52825619377904 1006 1.6329354332953245 0.6660736450144807 -0.029155088237047114 18.35805097999759
4 core_six_dynamic_equal_weight trailing_12 2007-01-03 2026-03-20 4834 0.18551340593385346 -0.3401701760332102 0.5453547048044038 0.1644247585824664 1.1190161938621779 1.4738094160550808 9.606362318308255 544 4.468447120866591 0.7040752999586264 -0.024690993939220283 26.281594852133274
5 core_six_dynamic_equal_weight kartsell_v11_original 2007-01-03 2026-03-20 4834 0.19444607637988587 -0.4376169049457289 0.44432944473203134 0.19032091826878392 1.0305436858332904 1.4062568301434244 12.003440717817698 546 11.57943842645382 0.7552554820024825 -0.027775558387793733 30.358044313090343
6 core_six_dynamic_equal_weight kartsell_v12_candidate 2007-01-03 2026-03-20 4834 0.18232377853278559 -0.3729701052232771 0.48884287501712276 0.15889018181372055 1.1353594272561964 1.5647690446269358 10.078756289314878 601 1.5076453819840363 0.6618242311405323 -0.02335742247306538 24.95609297095869
7 core_six_dynamic_equal_weight kartsell_v12_plus_capital_floor 2007-01-03 2026-03-20 4834 0.1598205106814412 -0.27442576057839874 0.582381589631354 0.1434253301880626 1.1072401404080283 1.4901689276822707 9.879399993130296 789 3.390939664694983 0.6159158391945938 -0.02155137321915794 17.253102473358652
8 all_seven_including_delisted_stress buy_hold 2007-01-03 2026-03-20 4834 0.2775093396983792 -0.773128358978349 0.3589434231401033 0.3044073519527206 0.9583475125889233 1.2636149200360374 20.177358502372375 1081 0.0 1.0 -0.04448278715375355 110.43895266242205
9 all_seven_including_delisted_stress trend_10m_shifted 2007-01-03 2026-03-20 4834 0.19161563949576554 -0.34067960244491646 0.5624511656131433 0.19468065551001978 0.9993615207731996 1.2545772641558275 12.383083611872175 1006 1.6329354332953245 0.6637045136631401 -0.029357445055813027 29.005608007963342
10 all_seven_including_delisted_stress trailing_12 2007-01-03 2026-03-20 4834 0.19984372474650147 -0.3401701760332102 0.587481616045585 0.16623748983056533 1.1810289348280676 1.560892630054076 9.598058001712 544 4.565129194494217 0.6988395689264535 -0.024800737638361478 33.10450990565518
11 all_seven_including_delisted_stress kartsell_v11_original 2007-01-03 2026-03-20 4834 0.22593790805742442 -0.4376169049457289 0.5162915451939503 0.19432270077509758 1.1474078884952614 1.584094021302573 11.976986181316061 546 11.487156626690014 0.7539293102429222 -0.028004218270131886 50.046048328654734
12 all_seven_including_delisted_stress kartsell_v12_candidate 2007-01-03 2026-03-20 4834 0.19197816330124318 -0.3729701052232771 0.5147280187143047 0.15934431597089588 1.1837105714574105 1.6344183514714512 10.037158701396045 601 1.5178713705408047 0.6564404909667633 -0.023359033803261185 29.175582993689744
13 all_seven_including_delisted_stress kartsell_v12_plus_capital_floor 2007-01-03 2026-03-20 4834 0.17015330451446609 -0.27442576057839874 0.6200340090370495 0.14411961856651512 1.1642558469245667 1.5717368300194083 9.709112426641425 789 3.2921535164521907 0.6124922104340288 -0.02158144412811821 20.457800569557346
@@ -0,0 +1,43 @@
portfolio,strategy,period,start,end,observations,cagr,mdd,calmar,final_equity
core_six_dynamic_equal_weight,buy_hold,research_2007_2013,2007-01-03,2013-12-31,1762,0.1580975492190435,-0.7731283589783482,0.2044906869384041,2.7908471720260764
core_six_dynamic_equal_weight,buy_hold,validation_2014_2017,2014-01-02,2017-12-29,1007,0.29327032293584554,-0.23347245480230017,1.2561238677349797,2.7895496300115603
core_six_dynamic_equal_weight,buy_hold,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.3049676697807966,-0.39926651821320813,0.7638197942206213,4.9223703573189965
core_six_dynamic_equal_weight,buy_hold,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.27288532753239814,-0.26341445846643563,1.035954249136895,1.7053483700207133
core_six_dynamic_equal_weight,buy_hold,gfc_2007_2009,2007-01-03,2009-12-31,756,0.02061232001758162,-0.7731283589783482,0.0266609286520285,1.062957022919767
core_six_dynamic_equal_weight,buy_hold,covid_2020,2020-01-02,2020-12-31,253,1.0919650905683786,-0.39926651821320813,2.7349277757001147,2.0866874076557185
core_six_dynamic_equal_weight,buy_hold,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.35519696443688575,-0.3962965013425839,-0.8962909418416262,0.6481037798731503
core_six_dynamic_equal_weight,trend_10m_shifted,research_2007_2013,2007-01-03,2013-12-31,1762,0.06883567452623596,-0.34067960244491546,0.20205399452221684,1.5927914386643733
core_six_dynamic_equal_weight,trend_10m_shifted,validation_2014_2017,2014-01-02,2017-12-29,1007,0.23491048992604946,-0.17628324137059692,1.3325741465815324,2.3202692364027087
core_six_dynamic_equal_weight,trend_10m_shifted,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.2456816616193025,-0.2931910709847748,0.8379575162166536,3.726207018799451
core_six_dynamic_equal_weight,trend_10m_shifted,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.1387883419920215,-0.26745957466431924,0.5189133429461656,1.3330986769786628
core_six_dynamic_equal_weight,trend_10m_shifted,gfc_2007_2009,2007-01-03,2009-12-31,756,-0.019624821749902877,-0.34067960244491546,-0.05760492148359841,0.942413999775923
core_six_dynamic_equal_weight,trend_10m_shifted,covid_2020,2020-01-02,2020-12-31,253,1.103709320222769,-0.2931910709847749,3.764471122928854,2.0983618055791373
core_six_dynamic_equal_weight,trend_10m_shifted,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.18661449270750308,-0.24265149056443536,-0.7690638630466116,0.8153427403638387
core_six_dynamic_equal_weight,trailing_12,research_2007_2013,2007-01-03,2013-12-31,1762,0.18119895551615928,-0.3401701760332092,0.5326714929249696,3.204179614890418
core_six_dynamic_equal_weight,trailing_12,validation_2014_2017,2014-01-02,2017-12-29,1007,0.17745912622714255,-0.11734624921003267,1.512269266566131,1.9186970338045792
core_six_dynamic_equal_weight,trailing_12,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.21391440436966835,-0.16775652045013079,1.2751480764842102,3.1922078721217564
core_six_dynamic_equal_weight,trailing_12,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.14113176402352678,-0.15027021774394855,0.9391865277257191,1.3391748808219859
core_six_dynamic_equal_weight,trailing_12,gfc_2007_2009,2007-01-03,2009-12-31,756,0.1469857183583898,-0.3401701760332092,0.4320946653008178,1.507389942961058
core_six_dynamic_equal_weight,trailing_12,covid_2020,2020-01-02,2020-12-31,253,0.6991603144974392,-0.13952593872233632,5.0109701529319475,1.696080347546391
core_six_dynamic_equal_weight,trailing_12,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.08151947905751722,-0.143235275525193,-0.5691299071308669,0.9193897621525403
core_six_dynamic_equal_weight,kartsell_v11_original,research_2007_2013,2007-01-03,2013-12-31,1762,0.16959054225072,-0.43761690494572825,0.38753197222066194,2.9903684455769386
core_six_dynamic_equal_weight,kartsell_v11_original,validation_2014_2017,2014-01-02,2017-12-29,1007,0.20109885061901456,-0.15185890522458445,1.3242479940284637,2.0770335252876206
core_six_dynamic_equal_weight,kartsell_v11_original,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.24103301717170544,-0.2907127196460091,0.8291106679652789,3.643716453865644
core_six_dynamic_equal_weight,kartsell_v11_original,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.1419916900811622,-0.20820711383028667,0.6819732883714154,1.3414083608230598
core_six_dynamic_equal_weight,kartsell_v11_original,gfc_2007_2009,2007-01-03,2009-12-31,756,0.1284953297399809,-0.43761690494572825,0.2936251508746365,1.4358333050438261
core_six_dynamic_equal_weight,kartsell_v11_original,covid_2020,2020-01-02,2020-12-31,253,1.014186842095448,-0.29071271964600887,3.488622181136035,2.0093659096833227
core_six_dynamic_equal_weight,kartsell_v11_original,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.25182442468540267,-0.2813786100448583,-0.8949664817992241,0.7507055114393157
core_six_dynamic_equal_weight,kartsell_v12_candidate,research_2007_2013,2007-01-03,2013-12-31,1762,0.1613164897125532,-0.3729701052232778,0.4325185516302477,2.8455428510842227
core_six_dynamic_equal_weight,kartsell_v12_candidate,validation_2014_2017,2014-01-02,2017-12-29,1007,0.20689747191161656,-0.10520262803692404,1.966656877041129,2.1173229506932105
core_six_dynamic_equal_weight,kartsell_v12_candidate,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.18927895359958424,-0.22967821518914033,0.824104948062718,2.8234160534859667
core_six_dynamic_equal_weight,kartsell_v12_candidate,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.18916513871326868,-0.14400810337208547,1.3135728773852906,1.467065418414549
core_six_dynamic_equal_weight,kartsell_v12_candidate,gfc_2007_2009,2007-01-03,2009-12-31,756,0.13754653816253715,-0.3729701052232778,0.3687870320871835,1.4705714235440208
core_six_dynamic_equal_weight,kartsell_v12_candidate,covid_2020,2020-01-02,2020-12-31,253,0.6697519937962919,-0.20033262867100254,3.343199748535203,1.6668249241603375
core_six_dynamic_equal_weight,kartsell_v12_candidate,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.2034307033113706,-0.22079574971197324,-0.9213524425934138,0.7986801891839961
core_six_dynamic_equal_weight,kartsell_v12_plus_capital_floor,research_2007_2013,2007-01-03,2013-12-31,1762,0.1304561477609949,-0.2744257605783974,0.4753786506268111,2.35708415315484
core_six_dynamic_equal_weight,kartsell_v12_plus_capital_floor,validation_2014_2017,2014-01-02,2017-12-29,1007,0.20376740569403218,-0.10464360949731244,1.9472513101649607,2.095502893804736
core_six_dynamic_equal_weight,kartsell_v12_plus_capital_floor,rolling_oos_2018_2023,2018-01-02,2023-12-29,1509,0.16413928688757706,-0.20214249924750904,0.8119979098833652,2.4843711230401104
core_six_dynamic_equal_weight,kartsell_v12_plus_capital_floor,frozen_oos_2024_latest,2024-01-02,2026-03-20,556,0.16653163598947462,-0.1416567570950712,1.1755996636130033,1.4060066545586132
core_six_dynamic_equal_weight,kartsell_v12_plus_capital_floor,gfc_2007_2009,2007-01-03,2009-12-31,756,0.1049663703242707,-0.2744257605783974,0.38249459563503374,1.3480959451677061
core_six_dynamic_equal_weight,kartsell_v12_plus_capital_floor,covid_2020,2020-01-02,2020-12-31,253,0.6112244713100599,-0.1836047558590601,3.329023087938158,1.608596414686586
core_six_dynamic_equal_weight,kartsell_v12_plus_capital_floor,inflation_bear_2022,2022-01-03,2022-12-30,251,-0.1778764991688313,-0.19294252354141805,-0.9219144432442722,0.8239993020582281
1 portfolio strategy period start end observations cagr mdd calmar final_equity
2 core_six_dynamic_equal_weight buy_hold research_2007_2013 2007-01-03 2013-12-31 1762 0.1580975492190435 -0.7731283589783482 0.2044906869384041 2.7908471720260764
3 core_six_dynamic_equal_weight buy_hold validation_2014_2017 2014-01-02 2017-12-29 1007 0.29327032293584554 -0.23347245480230017 1.2561238677349797 2.7895496300115603
4 core_six_dynamic_equal_weight buy_hold rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.3049676697807966 -0.39926651821320813 0.7638197942206213 4.9223703573189965
5 core_six_dynamic_equal_weight buy_hold frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.27288532753239814 -0.26341445846643563 1.035954249136895 1.7053483700207133
6 core_six_dynamic_equal_weight buy_hold gfc_2007_2009 2007-01-03 2009-12-31 756 0.02061232001758162 -0.7731283589783482 0.0266609286520285 1.062957022919767
7 core_six_dynamic_equal_weight buy_hold covid_2020 2020-01-02 2020-12-31 253 1.0919650905683786 -0.39926651821320813 2.7349277757001147 2.0866874076557185
8 core_six_dynamic_equal_weight buy_hold inflation_bear_2022 2022-01-03 2022-12-30 251 -0.35519696443688575 -0.3962965013425839 -0.8962909418416262 0.6481037798731503
9 core_six_dynamic_equal_weight trend_10m_shifted research_2007_2013 2007-01-03 2013-12-31 1762 0.06883567452623596 -0.34067960244491546 0.20205399452221684 1.5927914386643733
10 core_six_dynamic_equal_weight trend_10m_shifted validation_2014_2017 2014-01-02 2017-12-29 1007 0.23491048992604946 -0.17628324137059692 1.3325741465815324 2.3202692364027087
11 core_six_dynamic_equal_weight trend_10m_shifted rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.2456816616193025 -0.2931910709847748 0.8379575162166536 3.726207018799451
12 core_six_dynamic_equal_weight trend_10m_shifted frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.1387883419920215 -0.26745957466431924 0.5189133429461656 1.3330986769786628
13 core_six_dynamic_equal_weight trend_10m_shifted gfc_2007_2009 2007-01-03 2009-12-31 756 -0.019624821749902877 -0.34067960244491546 -0.05760492148359841 0.942413999775923
14 core_six_dynamic_equal_weight trend_10m_shifted covid_2020 2020-01-02 2020-12-31 253 1.103709320222769 -0.2931910709847749 3.764471122928854 2.0983618055791373
15 core_six_dynamic_equal_weight trend_10m_shifted inflation_bear_2022 2022-01-03 2022-12-30 251 -0.18661449270750308 -0.24265149056443536 -0.7690638630466116 0.8153427403638387
16 core_six_dynamic_equal_weight trailing_12 research_2007_2013 2007-01-03 2013-12-31 1762 0.18119895551615928 -0.3401701760332092 0.5326714929249696 3.204179614890418
17 core_six_dynamic_equal_weight trailing_12 validation_2014_2017 2014-01-02 2017-12-29 1007 0.17745912622714255 -0.11734624921003267 1.512269266566131 1.9186970338045792
18 core_six_dynamic_equal_weight trailing_12 rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.21391440436966835 -0.16775652045013079 1.2751480764842102 3.1922078721217564
19 core_six_dynamic_equal_weight trailing_12 frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.14113176402352678 -0.15027021774394855 0.9391865277257191 1.3391748808219859
20 core_six_dynamic_equal_weight trailing_12 gfc_2007_2009 2007-01-03 2009-12-31 756 0.1469857183583898 -0.3401701760332092 0.4320946653008178 1.507389942961058
21 core_six_dynamic_equal_weight trailing_12 covid_2020 2020-01-02 2020-12-31 253 0.6991603144974392 -0.13952593872233632 5.0109701529319475 1.696080347546391
22 core_six_dynamic_equal_weight trailing_12 inflation_bear_2022 2022-01-03 2022-12-30 251 -0.08151947905751722 -0.143235275525193 -0.5691299071308669 0.9193897621525403
23 core_six_dynamic_equal_weight kartsell_v11_original research_2007_2013 2007-01-03 2013-12-31 1762 0.16959054225072 -0.43761690494572825 0.38753197222066194 2.9903684455769386
24 core_six_dynamic_equal_weight kartsell_v11_original validation_2014_2017 2014-01-02 2017-12-29 1007 0.20109885061901456 -0.15185890522458445 1.3242479940284637 2.0770335252876206
25 core_six_dynamic_equal_weight kartsell_v11_original rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.24103301717170544 -0.2907127196460091 0.8291106679652789 3.643716453865644
26 core_six_dynamic_equal_weight kartsell_v11_original frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.1419916900811622 -0.20820711383028667 0.6819732883714154 1.3414083608230598
27 core_six_dynamic_equal_weight kartsell_v11_original gfc_2007_2009 2007-01-03 2009-12-31 756 0.1284953297399809 -0.43761690494572825 0.2936251508746365 1.4358333050438261
28 core_six_dynamic_equal_weight kartsell_v11_original covid_2020 2020-01-02 2020-12-31 253 1.014186842095448 -0.29071271964600887 3.488622181136035 2.0093659096833227
29 core_six_dynamic_equal_weight kartsell_v11_original inflation_bear_2022 2022-01-03 2022-12-30 251 -0.25182442468540267 -0.2813786100448583 -0.8949664817992241 0.7507055114393157
30 core_six_dynamic_equal_weight kartsell_v12_candidate research_2007_2013 2007-01-03 2013-12-31 1762 0.1613164897125532 -0.3729701052232778 0.4325185516302477 2.8455428510842227
31 core_six_dynamic_equal_weight kartsell_v12_candidate validation_2014_2017 2014-01-02 2017-12-29 1007 0.20689747191161656 -0.10520262803692404 1.966656877041129 2.1173229506932105
32 core_six_dynamic_equal_weight kartsell_v12_candidate rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.18927895359958424 -0.22967821518914033 0.824104948062718 2.8234160534859667
33 core_six_dynamic_equal_weight kartsell_v12_candidate frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.18916513871326868 -0.14400810337208547 1.3135728773852906 1.467065418414549
34 core_six_dynamic_equal_weight kartsell_v12_candidate gfc_2007_2009 2007-01-03 2009-12-31 756 0.13754653816253715 -0.3729701052232778 0.3687870320871835 1.4705714235440208
35 core_six_dynamic_equal_weight kartsell_v12_candidate covid_2020 2020-01-02 2020-12-31 253 0.6697519937962919 -0.20033262867100254 3.343199748535203 1.6668249241603375
36 core_six_dynamic_equal_weight kartsell_v12_candidate inflation_bear_2022 2022-01-03 2022-12-30 251 -0.2034307033113706 -0.22079574971197324 -0.9213524425934138 0.7986801891839961
37 core_six_dynamic_equal_weight kartsell_v12_plus_capital_floor research_2007_2013 2007-01-03 2013-12-31 1762 0.1304561477609949 -0.2744257605783974 0.4753786506268111 2.35708415315484
38 core_six_dynamic_equal_weight kartsell_v12_plus_capital_floor validation_2014_2017 2014-01-02 2017-12-29 1007 0.20376740569403218 -0.10464360949731244 1.9472513101649607 2.095502893804736
39 core_six_dynamic_equal_weight kartsell_v12_plus_capital_floor rolling_oos_2018_2023 2018-01-02 2023-12-29 1509 0.16413928688757706 -0.20214249924750904 0.8119979098833652 2.4843711230401104
40 core_six_dynamic_equal_weight kartsell_v12_plus_capital_floor frozen_oos_2024_latest 2024-01-02 2026-03-20 556 0.16653163598947462 -0.1416567570950712 1.1755996636130033 1.4060066545586132
41 core_six_dynamic_equal_weight kartsell_v12_plus_capital_floor gfc_2007_2009 2007-01-03 2009-12-31 756 0.1049663703242707 -0.2744257605783974 0.38249459563503374 1.3480959451677061
42 core_six_dynamic_equal_weight kartsell_v12_plus_capital_floor covid_2020 2020-01-02 2020-12-31 253 0.6112244713100599 -0.1836047558590601 3.329023087938158 1.608596414686586
43 core_six_dynamic_equal_weight kartsell_v12_plus_capital_floor inflation_bear_2022 2022-01-03 2022-12-30 251 -0.1778764991688313 -0.19294252354141805 -0.9219144432442722 0.8239993020582281
@@ -0,0 +1,15 @@
symbol,strategy,sell_events,buy_events,median_gain_capture,median_63d_post_sell_return,false_exit_rate_63d
SPY,kartsell_v11_original,378,739,0.774573348397455,0.046303514651337974,0.13829787234042554
SPY,kartsell_v12_candidate,54,71,0.4408531840380381,0.05102561226189528,0.12962962962962962
AAPL,kartsell_v11_original,398,760,0.876877322083701,0.10582789932274794,0.520618556701031
AAPL,kartsell_v12_candidate,63,78,0.40554861324408475,0.06621737863809951,0.36666666666666664
AMZN,kartsell_v11_original,431,798,0.8789904949196985,0.07412669229483537,0.4302600472813239
AMZN,kartsell_v12_candidate,67,84,0.2902917264466766,0.04845914616906999,0.38461538461538464
NVDA,kartsell_v11_original,439,870,0.10459710743801674,0.08698072114221189,0.47417840375586856
NVDA,kartsell_v12_candidate,69,80,0.3890494719288492,0.11485552331542181,0.5147058823529411
TSLA,kartsell_v11_original,431,830,0.7790079151827594,0.007197462589460191,0.3818615751789976
TSLA,kartsell_v12_candidate,65,69,0.23575129533678682,0.0024343909837077904,0.375
AIG,kartsell_v11_original,557,1164,-138.752,0.02146946564885499,0.23774954627949182
AIG,kartsell_v12_candidate,49,54,0.11470748232035993,0.01798901723158486,0.2653061224489796
AAMRQ,kartsell_v11_original,34,62,0.706628144708573,0.18803418803418803,0.5555555555555556
AAMRQ,kartsell_v12_candidate,10,11,0.44307757928542757,-0.09211386996092352,0.3
1 symbol strategy sell_events buy_events median_gain_capture median_63d_post_sell_return false_exit_rate_63d
2 SPY kartsell_v11_original 378 739 0.774573348397455 0.046303514651337974 0.13829787234042554
3 SPY kartsell_v12_candidate 54 71 0.4408531840380381 0.05102561226189528 0.12962962962962962
4 AAPL kartsell_v11_original 398 760 0.876877322083701 0.10582789932274794 0.520618556701031
5 AAPL kartsell_v12_candidate 63 78 0.40554861324408475 0.06621737863809951 0.36666666666666664
6 AMZN kartsell_v11_original 431 798 0.8789904949196985 0.07412669229483537 0.4302600472813239
7 AMZN kartsell_v12_candidate 67 84 0.2902917264466766 0.04845914616906999 0.38461538461538464
8 NVDA kartsell_v11_original 439 870 0.10459710743801674 0.08698072114221189 0.47417840375586856
9 NVDA kartsell_v12_candidate 69 80 0.3890494719288492 0.11485552331542181 0.5147058823529411
10 TSLA kartsell_v11_original 431 830 0.7790079151827594 0.007197462589460191 0.3818615751789976
11 TSLA kartsell_v12_candidate 65 69 0.23575129533678682 0.0024343909837077904 0.375
12 AIG kartsell_v11_original 557 1164 -138.752 0.02146946564885499 0.23774954627949182
13 AIG kartsell_v12_candidate 49 54 0.11470748232035993 0.01798901723158486 0.2653061224489796
14 AAMRQ kartsell_v11_original 34 62 0.706628144708573 0.18803418803418803 0.5555555555555556
15 AAMRQ kartsell_v12_candidate 10 11 0.44307757928542757 -0.09211386996092352 0.3
@@ -0,0 +1,8 @@
symbol,asset_class,v11_cagr,v12_cagr,cagr_delta_pp,v11_mdd,v12_mdd,mdd_improvement_pp,v11_calmar,v12_calmar,v11_turnover,v12_turnover,turnover_reduction_pct
AAMRQ,distressed_stock,4.860754491653322,1.0947482978641734,-376.6006193789148,-0.5819134647996278,-0.4260527498444858,15.586071495514197,8.353053822748441,2.569513512737024,7.711412268188303,2.344686162624821,69.59459459459461
AAPL,large_quality_stock,0.1840969086003565,0.1921417327246899,0.8044824124333411,-0.4664865948339241,-0.3522678140654937,11.42187807684304,0.3946456567865529,0.5454422034962494,9.584168329532496,1.5748022377423032,83.56871265616512
AIG,cyclical_stock,-0.0118709170139268,0.0061937805102099,1.8064697524136701,-0.7045487697414243,-0.6378864582068315,6.666231153459279,-0.0168489642218573,0.0097098479369217,15.990099415621437,1.1244868871151654,92.96760540452547
AMZN,large_quality_stock,0.1886762192704028,0.2087011993832612,2.0024980112858417,-0.4516668297936334,-0.3633973587771106,8.826947101652276,0.4177331759266204,0.5743057684446955,10.23751603477765,1.684127351767389,83.54945334350369
NVDA,high_vol_stock,0.3610675240417549,0.2992022662006965,-6.186525784105839,-0.5398427431819761,-0.4866480911146505,5.31946520673256,0.6688383396867156,0.6148226442548745,11.375017816419613,1.671112457240593,85.30892448512586
SPY,broad_index_etf,0.0598001864423842,0.0548039903218087,-0.49961961205754957,-0.3034207595525803,-0.3519488341836118,-4.852807463103148,0.1970866678027064,0.1557157887706411,9.70390535917902,1.2910775370581526,86.69527896995707
TSLA,high_vol_stock,0.2692052224182522,0.2588239207339742,-1.0381301684277977,-0.6049127954541017,-0.4756393872708508,12.927340818325089,0.4450314565030198,0.5441599826689458,13.425783562597944,1.7712367229670904,86.80720037896731
1 symbol asset_class v11_cagr v12_cagr cagr_delta_pp v11_mdd v12_mdd mdd_improvement_pp v11_calmar v12_calmar v11_turnover v12_turnover turnover_reduction_pct
2 AAMRQ distressed_stock 4.860754491653322 1.0947482978641734 -376.6006193789148 -0.5819134647996278 -0.4260527498444858 15.586071495514197 8.353053822748441 2.569513512737024 7.711412268188303 2.344686162624821 69.59459459459461
3 AAPL large_quality_stock 0.1840969086003565 0.1921417327246899 0.8044824124333411 -0.4664865948339241 -0.3522678140654937 11.42187807684304 0.3946456567865529 0.5454422034962494 9.584168329532496 1.5748022377423032 83.56871265616512
4 AIG cyclical_stock -0.0118709170139268 0.0061937805102099 1.8064697524136701 -0.7045487697414243 -0.6378864582068315 6.666231153459279 -0.0168489642218573 0.0097098479369217 15.990099415621437 1.1244868871151654 92.96760540452547
5 AMZN large_quality_stock 0.1886762192704028 0.2087011993832612 2.0024980112858417 -0.4516668297936334 -0.3633973587771106 8.826947101652276 0.4177331759266204 0.5743057684446955 10.23751603477765 1.684127351767389 83.54945334350369
6 NVDA high_vol_stock 0.3610675240417549 0.2992022662006965 -6.186525784105839 -0.5398427431819761 -0.4866480911146505 5.31946520673256 0.6688383396867156 0.6148226442548745 11.375017816419613 1.671112457240593 85.30892448512586
7 SPY broad_index_etf 0.0598001864423842 0.0548039903218087 -0.49961961205754957 -0.3034207595525803 -0.3519488341836118 -4.852807463103148 0.1970866678027064 0.1557157887706411 9.70390535917902 1.2910775370581526 86.69527896995707
8 TSLA high_vol_stock 0.2692052224182522 0.2588239207339742 -1.0381301684277977 -0.6049127954541017 -0.4756393872708508 12.927340818325089 0.4450314565030198 0.5441599826689458 13.425783562597944 1.7712367229670904 86.80720037896731