**Source:** golden-firmament:phase1-data
**Time:** 2026-06-13T13:25:58
---
## GOLDEN FIRMAMENT β Phase 1 Data (SAGE β TZEDEK)
**From:** SAGE
**Timestamp:** 2026-06-13T13:25:58.826582+00:00
### Lunar Phase Data (Strategy 1)
Strategy: Buy 3 days before New Moon, sell at Full Moon
Range: 2000-01-06 to 2030-12-24
Cycles: 384
Entry offset: T-3 trading days before New Moon
Exit: at Full Moon
Columns: new_moon, full_moon, entry, exit
### Solar Calendar Data (Strategy 2)
Strategy: Fixed calendar seasonal rotation
Range: 2000-2031 (31 years)
Seasons: 7 per year (217 total)
Seasons:
| Season | Direction | Period |
|--------|-----------|--------|
| April Earnings Rally | LONG | Mar 28 - Apr 16 |
| Sell in May | SHORT/CASH | Apr 16 - Jun 26 |
| Summer Rally | LONG | Jun 26 - Sep 4 |
| Fall Crash Cycle | SHORT/CASH | Sep 4 - Oct 27 |
| Santa Claus Rally | LONG | Oct 27 - Dec 8 |
| January Effect | LONG | Dec 20 - Jan 7 |
| Ides of March | SHORT/CASH | Feb 2 - Mar 28 |
### SAGE Resources Available
- Swiss Ephemeris: swisseph v20230604, ephe files at ~/.hermes/ephe/
- transit_horoscope.py: daily transit calculation engine
- solar-geotest: Go Swiss Ephemeris wrapper for concurrent scoring (in ~/solar-geotest/)
- Kerykeion Python lib for astrology calculations
### Next Steps for TZEDEK
1. Ingest lunar_phases CSV β backtest SPY entries/exits 2000-2026
2. Ingest solar_calendar CSV β backtest SPY 2000-2026
3. Report: win rate, Sharpe ratio, max drawdown, avg annual return
### Lunar CSV Data:
new_moon,full_moon,entry,exit
2000-01-06,2000-01-21,2000-01-03,2000-01-21
2000-02-05,2000-02-19,2000-02-02,2000-02-19
2000-03-06,2000-03-20,2000-03-03,2000-03-20
2000-04-04,2000-04-18,2000-04-01,2000-04-18
2000-05-04,2000-05-18,2000-05-01,2000-05-18
2000-06-02,2000-06-16,2000-05-30,2000-06-16
2000-07-01,2000-07-16,2000-06-28,2000-07-16
2000-07-31,2000-08-15,2000-07-28,2000-08-15
2000-08-29,2000-09-13,2000-08-26,2000-09-13
2000-09-27,2000-10-13,2000-09-24,2000-10-13
2000-10-27,2000-11-11,2000-10-24,2000-11-11
2000-11-25,2000-12-11,2000-11-22,2000-12-11
2000-12-25,2001-01-09,2000-12-22,2001-01-09
2001-01-24,2001-02-08,2001-01-21,2001-02-08
2001-02-23,2001-03-09,2001-02-20,2001-03-09
2001-03-25,2001-04-08,2001-03-22,2001-04-08
2001-04-23,2001-05-07,2001-04-20,2001-05-07
2001-05-23,2001-06-06,2001-05-20,2001-06-06
2001-06-21,2001-07-05,2001-06-18,2001-07-05
2001-07-20,2001-08-04,2001-07-17,2001-08-04
2001-08-19,2001-09-02,2001-08-16,2001-09-02
2001-09-17,2001-10-02,2001-09-14,2001-10-02
2001-10-16,2001-11-01,2001-10-13,2001-11-01
2001-11-15,2001-11-30,2001-11-12,2001-11-30
2001-12-14,2001-12-30,2001-12-11,2001-12-30
2002-01-13,2002-01-28,2002-01-10,2002-01-28
2002-02-12,2002-02-27,2002-02-09,2002-02-27
2002-03-14,2002-03-28,2002-03-11,2002-03-28
2002-04-12,2002-04-27,2002-04-09,2002-04-27
2002-05-12,2002-05-26,2002-05-09,2002-05-26
2002-06-10,2002-06-24,2002-06-07,2002-06-24
2002-07-10,2002-07-24,2002-07-07,2002-07-24
2002-08-08,2002-08-22,2002-08-05,2002-08-22
2002-09-07,2002-09-21,2002-09-04,2002-09-21
2002-10-06,2002-10-21,2002-10-03,2002-10-21
2002-11-04,2002-11-20,2002-11-01,2002-11-20
2002-12-04,2002-12-19,2002-12-01,2002-12-19
2003-01-02,2003-01-18,2002-12-30,2003-01-18
2003-02-01,2003-02-16,2003-01-29,2003-02-16
2003-03-03,2003-03-18,2003-02-28,2003-03-18
2003-04-01,2003-04-16,2003-03-29,2003-04-16
2003-05-01,2003-05-16,2003-04-28,2003-05-16
2003-05-31,2003-06-14,2003-05-28,2003-06-14
2003-06-29,2003-07-13,2003-06-26,2003-07-13
2003-07-29,2003-08-12,2003-07-26,2003-08-12
2003-08-27,2003-09-10,2003-08-24,2003-09-10
2003-09-26,2003-10-10,2003-09-23,2003-10-10
2003-10-25,2003-11-09,2003-10-22,2003-11-09
2003-11-23,2003-12-08,2003-11-20,2003-12-08
2003-12-23,2004-01-07,2003-12-20,2004-01-07
2004-01-21,2004-02-06,2004-01-18,2004-02-06
2004-02-20,2004-03-06,2004-02-17,2004-03-06
2004-03-20,2004-04-05,2004-03-17,2004-04-05
2004-04-19,2004-05-04,2004-04-16,2004-05-04
2004-05-19,2004-06-03,2004-05-16,2004-06-03
2004-06-17,2004-07-02,2004-06-14,2004-07-02
2004-07-17,2004-07-31,2004-07-14,2004-07-31
2004-08-16,2004-08-30,2004-08-13,2004-08-30
2004-09-14,2004-09-28,2004-09-11,2004-09-28
2004-10-14,2004-10-28,2004-10-11,2004-10-28
2004-11-12,2004-11-26,2004-11-09,2004-11-26
2004-12-12,2004-12-26,2004-12-09,2004-12-26
2005-01-10,2005-01-25,2005-01-07,2005-01-25
2005-02-08,2005-02-24,2005-02-05,2005-02-24
2005-03-10,2005-03-25,2005-03-07,2005-03-25
2005-04-08,2005-04-24,2005-04-05,2005-04-24
2005-05-08,2005-05-23,2005-05-05,2005-05-23
2005-06-06,2005-06-22,2005-06-03,2005-06-22
2005-07-06,2005-07-21,2005-07-03,2005-07-21
2005-08-05,2005-08-19,2005-08-02,2005-08-19
2005-09-03,2005-09-18,2005-08-31,2005-09-18
2005-10-03,2005-10-17,2005-09-30,2005-10-17
2005-11-02,2005-11-16,2005-10-30,2005-11-16
2005-12-01,2005-12-15,2005-11-28,2005-12-15
2005-12-31,2006-01-14,2005-12-28,2006-01-14
2006-01-29,2006-02-13,2006-01-26,2006-02-13
2006-02-28,2006-03-14,2006-02-25,2006-03-14
2006-03-29,2006-04-13,2006-03-26,2006-04-13
2006-04-27,2006-05-13,2006-04-24,2006-05-13
2006-05-27,2006-06-11,2006-05-24,2006-06-11
2006-06-25,2006-07-11,2006-06-22,2006-07-11
2006-07-25,2006-08-09,2006-07-22,2006-08-09
2006-08-23,2006-09-07,2006-08-20,2006-09-07
2006-09-22,2006-10-07,2006-09-19,2006-10-07
2006-10-22,2006-11-05,2006-10-19,2006-11-05
2006-11-20,2006-12-05,2006-11-17,2006-12-05
2006-12-20,2007-01-03,2006-12-17,2007-01-03
2007-01-19,2007-02-02,2007-01-16,2007-02-02
2007-02-17,2007-03-03,2007-02-14,2007-03-03
2007-03-19,2007-04-02,2007-03-16,2007-04-02
2007-04-17,2007-05-02,2007-04-14,2007-05-02
2007-05-16,2007-06-01,2007-05-13,2007-06-01
2007-06-15,2007-06-30,2007-06-12,2007-06-30
2007-07-14,2007-07-30,2007-07-11,2007-07-30
2007-08-12,2007-08-28,2007-08-09,2007-08-28
2007-09-11,2007-09-26,2007-09-08,2007-09-26
2007-10-11,2007-10-26,2007-10-08,2007-10-26
2007-11-09,2007-11-24,2007-11-06,2007-11-24
2007-12-09,2007-12-24,2007-12-06,2007-12-24
2008-01-08,2008-01-22,2008-01-05,2008-01-22
2008-02-07,2008-02-21,2008-02-04,2008-02-21
2008-03-07,2008-03-21,2008-03-04,2008-03-21
2008-04-06,2008-04-20,2008-04-03,2008-04-20
2008-05-05,2008-05-20,2008-05-02,2008-05-20
2008-06-03,2008-06-18,2008-05-31,2008-06-18
2008-07-03,2008-07-18,2008-06-30,2008-07-18
2008-08-01,2008-08-16,2008-07-29,2008-08-16
2008-08-30,2008-09-15,2008-08-27,2008-09-15
2008-09-29,2008-10-14,2008-09-26,2008-10-14
2008-10-28,2008-11-13,2008-10-25,2008-11-13
2008-11-27,2008-12-12,2008-11-24,2008-12-12
2008-12-27,2009-01-11,2008-12-24,2009-01-11
2009-01-26,2009-02-09,2009-01-23,2009-02-09
2009-02-25,2009-03-11,2009-02-22,2009-03-11
2009-03-26,2009-04-09,2009-03-23,2009-04-09
2009-04-25,2009-05-09,2009-04-22,2009-05-09
2009-05-24,2009-06-07,2009-05-21,2009-06-07
2009-06-22,2009-07-07,2009-06-19,2009-07-07
2009-07-22,2009-08-06,2009-07-19,2009-08-06
2009-08-20,2009-09-04,2009-08-17,2009-09-04
2009-09-18,2009-10-04,2009-09-15,2009-10-04
2009-10-18,2009-11-02,2009-10-15,2009-11-02
2009-11-16,2009-12-02,2009-11-13,2009-12-02
2009-12-16,2009-12-31,2009-12-13,2009-12-31
2010-01-15,2010-01-30,2010-01-12,2010-01-30
2010-02-14,2010-02-28,2010-02-11,2010-02-28
2010-03-15,2010-03-30,2010-03-12,2010-03-30
2010-04-14,2010-04-28,2010-04-11,2010-04-28
2010-05-14,2010-05-27,2010-05-11,2010-05-27
2010-06-12,2010-06-26,2010-06-09,2010-06-26
2010-07-11,2010-07-26,2010-07-08,2010-07-26
2010-08-10,2010-08-24,2010-08-07,2010-08-24
2010-09-08,2010-09-23,2010-09-05,2010-09-23
2010-10-07,2010-10-23,2010-10-04,2010-10-23
2010-11-06,2010-11-21,2010-11-03,2010-11-21
2010-12-05,2010-12-21,2010-12-02,2010-12-21
2011-01-04,2011-01-19,2011-01-01,2011-01-19
2011-02-03,2011-02-18,2011-01-31,2011-02-18
2011-03-04,2011-03-19,2011-03-01,2011-03-19
2011-04-03,2011-04-18,2011-03-31,2011-04-18
2011-05-03,2011-05-17,2011-04-30,2011-05-17
2011-06-01,2011-06-15,2011-05-29,2011-06-15
2011-07-01,2011-07-15,2011-06-28,2011-07-15
2011-07-30,2011-08-13,2011-07-27,2011-08-13
2011-08-29,2011-09-12,2011-08-26,2011-09-12
2011-09-27,2011-10-12,2011-09-24,2011-10-12
2011-10-26,2011-11-10,2011-10-23,2011-11-10
2011-11-25,2011-12-10,2011-11-22,2011-12-10
2011-12-24,2012-01-09,2011-12-21,2012-01-09
2012-01-23,2012-02-07,2012-01-20,2012-02-07
2012-02-21,2012-03-08,2012-02-18,2012-03-08
2012-03-22,2012-04-06,2012-03-19,2012-04-06
2012-04-21,2012-05-06,2012-04-18,2012-05-06
2012-05-20,2012-06-04,2012-05-17,2012-06-04
2012-06-19,2012-07-03,2012-06-16,2012-07-03
2012-07-19,2012-08-02,2012-07-16,2012-08-02
2012-08-17,2012-08-31,2012-08-14,2012-08-31
2012-09-16,2012-09-30,2012-09-13,2012-09-30
2012-10-15,2012-10-29,2012-10-12,2012-10-29
2012-11-13,2012-11-28,2012-11-10,2012-11-28
2012-12-13,2012-12-28,2012-12-10,2012-12-28
2013-01-11,2013-01-27,2013-01-08,2013-01-27
2013-02-10,2013-02-25,2013-02-07,2013-02-25
2013-03-11,2013-03-27,2013-03-08,2013-03-27
2013-04-10,2013-04-25,2013-04-07,2013-04-25
2013-05-10,2013-05-25,2013-05-07,2013-05-25
2013-06-08,2013-06-23,2013-06-05,2013-06-23
2013-07-08,2013-07-22,2013-07-05,2013-07-22
2013-08-06,2013-08-21,2013-08-03,2013-08-21
2013-09-05,2013-09-19,2013-09-02,2013-09-19
2013-10-05,2013-10-18,2013-10-02,2013-10-18
2013-11-03,2013-11-17,2013-10-31,2013-11-17
2013-12-03,2013-12-17,2013-11-30,2013-12-17
2014-01-01,2014-01-16,2013-12-29,2014-01-16
2014-01-30,2014-02-14,2014-01-27,2014-02-14
2014-03-01,2014-03-16,2014-02-26,2014-03-16
2014-03-30,2014-04-15,2014-03-27,2014-04-15
2014-04-29,2014-05-14,2014-04-26,2014-05-14
2014-05-28,2014-06-13,2014-05-25,2014-06-13
2014-06-27,2014-07-12,2014-06-24,2014-07-12
2014-07-26,2014-08-10,2014-07-23,2014-08-10
2014-08-25,2014-09-09,2014-08-22,2014-09-09
2014-09-24,2014-10-08,2014-09-21,2014-10-08
2014-10-23,2014-11-06,2014-10-20,2014-11-06
2014-11-22,2014-12-06,2014-11-19,2014-12-06
2014-12-22,2015-01-05,2014-12-19,2015-01-05
2015-01-20,2015-02-03,2015-01-17,2015-02-03
2015-02-18,2015-03-05,2015-02-15,2015-03-05
2015-03-20,2015-04-04,2015-03-17,2015-04-04
2015-04-18,2015-05-04,2015-04-15,2015-05-04
2015-05-18,2015-06-02,2015-05-15,2015-06-02
2015-06-16,2015-07-02,2015-06-13,2015-07-02
2015-07-16,2015-07-31,2015-07-13,2015-07-31
2015-08-14,2015-08-29,2015-08-11,2015-08-29
2015-09-13,2015-09-28,2015-09-10,2015-09-28
2015-10-13,2015-10-27,2015-10-10,2015-10-27
2015-11-11,2015-11-25,2015-11-08,2015-11-25
2015-12-11,2015-12-25,2015-12-08,2015-12-25
2016-01-10,2016-01-24,2016-01-07,2016-01-24
2016-02-08,2016-02-22,2016-02-05,2016-02-22
2016-03-09,2016-03-23,2016-03-06,2016-03-23
2016-04-07,2016-04-22,2016-04-04,2016-04-22
2016-05-06,2016-05-21,2016-05-03,2016-05-21
2016-06-05,2016-06-20,2016-06-02,2016-06-20
2016-07-04,2016-07-19,2016-07-01,2016-07-19
2016-08-02,2016-08-18,2016-07-30,2016-08-18
2016-09-01,2016-09-16,2016-08-29,2016-09-16
2016-10-01,2016-10-16,2016-09-28,2016-10-16
2016-10-30,2016-11-14,2016-10-27,2016-11-14
2016-11-29,2016-12-14,2016-11-26,2016-12-14
2016-12-29,2017-01-12,2016-12-26,2017-01-12
2017-01-28,2017-02-11,2017-01-25,2017-02-11
2017-02-26,2017-03-12,2017-02-23,2017-03-12
2017-03-28,2017-04-11,2017-03-25,2017-04-11
2017-04-26,2017-05-10,2017-04-23,2017-05-10
2017-05-25,2017-06-09,2017-05-22,2017-06-09
2017-06-24,2017-07-09,2017-06-21,2017-07-09
2017-07-23,2017-08-07,2017-07-20,2017-08-07
2017-08-21,2017-09-06,2017-08-18,2017-09-06
2017-09-20,2017-10-05,2017-09-17,2017-10-05
2017-10-19,2017-11-04,2017-10-16,2017-11-04
2017-11-18,2017-12-03,2017-11-15,2017-12-03
2017-12-18,2018-01-02,2017-12-15,2018-01-02
2018-01-17,2018-01-31,2018-01-14,2018-01-31
2018-02-15,2018-03-02,2018-02-12,2018-03-02
2018-03-17,2018-03-31,2018-03-14,2018-03-31
2018-04-16,2018-04-30,2018-04-13,2018-04-30
2018-05-15,2018-05-29,2018-05-12,2018-05-29
2018-06-13,2018-06-28,2018-06-10,2018-06-28
2018-07-13,2018-07-27,2018-07-10,2018-07-27
2018-08-11,2018-08-26,2018-08-08,2018-08-26
2018-09-09,2018-09-25,2018-09-06,2018-09-25
2018-10-09,2018-10-24,2018-10-06,2018-10-24
2018-11-07,2018-11-23,2018-11-04,2018-11-23
2018-12-07,2018-12-22,2018-12-04,2018-12-22
2019-01-06,2019-01-21,2019-01-03,2019-01-21
2019-02-04,2019-02-19,2019-02-01,2019-02-19
2019-03-06,2019-03-21,2019-03-03,2019-03-21
2019-04-05,2019-04-19,2019-04-02,2019-04-19
2019-05-04,2019-05-18,2019-05-01,2019-05-18
2019-06-03,2019-06-17,2019-05-31,2019-06-17
2019-07-02,2019-07-16,2019-06-29,2019-07-16
2019-08-01,2019-08-15,2019-07-29,2019-08-15
2019-08-30,2019-09-14,2019-08-27,2019-09-14
2019-09-28,2019-10-13,2019-09-25,2019-10-13
2019-10-28,2019-11-12,2019-10-25,2019-11-12
2019-11-26,2019-12-12,2019-11-23,2019-12-12
2019-12-26,2020-01-10,2019-12-23,2020-01-10
2020-01-24,2020-02-09,2020-01-21,2020-02-09
2020-02-23,2020-03-09,2020-02-20,2020-03-09
2020-03-24,2020-04-08,2020-03-21,2020-04-08
2020-04-23,2020-05-07,2020-04-20,2020-05-07
2020-05-22,2020-06-05,2020-05-19,2020-06-05
2020-06-21,2020-07-05,2020-06-18,2020-07-05
2020-07-20,2020-08-03,2020-07-17,2020-08-03
2020-08-19,2020-09-02,2020-08-16,2020-09-02
2020-09-17,2020-10-01,2020-09-14,2020-10-01
2020-10-16,2020-10-31,2020-10-13,2020-10-31
2020-11-15,2020-11-30,2020-11-12,2020-11-30
2020-12-14,2020-12-30,2020-12-11,2020-12-30
2021-01-13,2021-01-28,2021-01-10,2021-01-28
2021-02-11,2021-02-27,2021-02-08,2021-02-27
2021-03-13,2021-03-28,2021-03-10,2021-03-28
2021-04-12,2021-04-27,2021-04-09,2021-04-27
2021-05-11,2021-05-26,2021-05-08,2021-05-26
2021-06-10,2021-06-24,2021-06-07,2021-06-24
2021-07-10,2021-07-24,2021-07-07,2021-07-24
2021-08-08,2021-08-22,2021-08-05,2021-08-22
2021-09-07,2021-09-20,2021-09-04,2021-09-20
2021-10-06,2021-10-20,2021-10-03,2021-10-20
2021-11-04,2021-11-19,2021-11-01,2021-11-19
2021-12-04,2021-12-19,2021-12-01,2021-12-19
2022-01-02,2022-01-17,2021-12-30,2022-01-17
2022-02-01,2022-02-16,2022-01-29,2022-02-16
2022-03-02,2022-03-18,2022-02-27,2022-03-18
2022-04-01,2022-04-16,2022-03-29,2022-04-16
2022-04-30,2022-05-16,2022-04-27,2022-05-16
2022-05-30,2022-06-14,2022-05-27,2022-06-14
2022-06-29,2022-07-13,2022-06-26,2022-07-13
2022-07-28,2022-08-12,2022-07-25,2022-08-12
2022-08-27,2022-09-10,2022-08-24,2022-09-10
2022-09-25,2022-10-09,2022-09-22,2022-10-09
2022-10-25,2022-11-08,2022-10-22,2022-11-08
2022-11-23,2022-12-08,2022-11-20,2022-12-08
2022-12-23,2023-01-06,2022-12-20,2023-01-06
2023-01-21,2023-02-05,2023-01-18,2023-02-05
2023-02-20,2023-03-07,2023-02-17,2023-03-07
2023-03-21,2023-04-06,2023-03-18,2023-04-06
2023-04-20,2023-05-05,2023-04-17,2023-05-05
2023-05-19,2023-06-04,2023-05-16,2023-06-04
2023-06-18,2023-07-03,2023-06-15,2023-07-03
2023-07-17,2023-08-01,2023-07-14,2023-08-01
2023-08-16,2023-08-31,2023-08-13,2023-08-31
2023-09-15,2023-09-29,2023-09-12,2023-09-29
2023-10-14,2023-10-28,2023-10-11,2023-10-28
2023-11-13,2023-11-27,2023-11-10,2023-11-27
2023-12-12,2023-12-27,2023-12-09,2023-12-27
2024-01-11,2024-01-25,2024-01-08,2024-01-25
2024-02-09,2024-02-24,2024-02-06,2024-02-24
2024-03-10,2024-03-25,2024-03-07,2024-03-25
2024-04-08,2024-04-23,2024-04-05,2024-04-23
2024-05-08,2024-05-23,2024-05-05,2024-05-23
2024-06-06,2024-06-22,2024-06-03,2024-06-22
2024-07-05,2024-07-21,2024-07-02,2024-07-21
2024-08-04,2024-08-19,2024-08-01,2024-08-19
2024-09-03,2024-09-18,2024-08-31,2024-09-18
2024-10-02,2024-10-17,2024-09-29,2024-10-17
2024-11-01,2024-11-15,2024-10-29,2024-11-15
2024-12-01,2024-12-15,2024-11-28,2024-12-15
2024-12-30,2025-01-13,2024-12-27,2025-01-13
2025-01-29,2025-02-12,2025-01-26,2025-02-12
2025-02-28,2025-03-14,2025-02-25,2025-03-14
2025-03-29,2025-04-13,2025-03-26,2025-04-13
2025-04-27,2025-05-12,2025-04-24,2025-05-12
2025-05-27,2025-06-11,2025-05-24,2025-06-11
2025-06-25,2025-07-10,2025-06-22,2025-07-10
2025-07-24,2025-08-09,2025-07-21,2025-08-09
2025-08-23,2025-09-07,2025-08-20,2025-09-07
2025-09-21,2025-10-07,2025-09-18,2025-10-07
2025-10-21,2025-11-05,2025-10-18,2025-11-05
2025-11-20,2025-12-04,2025-11-17,2025-12-04
2025-12-20,2026-01-03,2025-12-17,2026-01-03
2026-01-18,2026-02-01,2026-01-15,2026-02-01
2026-02-17,2026-03-03,2026-02-14,2026-03-03
2026-03-19,2026-04-02,2026-03-16,2026-04-02
2026-04-17,2026-05-01,2026-04-14,2026-05-01
2026-05-16,2026-05-31,2026-05-13,2026-05-31
2026-06-15,2026-06-29,2026-06-12,2026-06-29
2026-07-14,2026-07-29,2026-07-11,2026-07-29
2026-08-12,2026-08-28,2026-08-09,2026-08-28
2026-09-11,2026-09-26,2026-09-08,2026-09-26
2026-10-10,2026-10-26,2026-10-07,2026-10-26
2026-11-09,2026-11-24,2026-11-06,2026-11-24
2026-12-09,2026-12-24,2026-12-06,2026-12-24
2027-01-07,2027-01-22,2027-01-04,2027-01-22
2027-02-06,2027-02-20,2027-02-03,2027-02-20
2027-03-08,2027-03-22,2027-03-05,2027-03-22
2027-04-06,2027-04-20,2027-04-03,2027-04-20
2027-05-06,2027-05-20,2027-05-03,2027-05-20
2027-06-04,2027-06-19,2027-06-01,2027-06-19
2027-07-04,2027-07-18,2027-07-01,2027-07-18
2027-08-02,2027-08-17,2027-07-30,2027-08-17
2027-08-31,2027-09-15,2027-08-28,2027-09-15
2027-09-30,2027-10-15,2027-09-27,2027-10-15
2027-10-29,2027-11-14,2027-10-26,2027-11-14
2027-11-28,2027-12-13,2027-11-25,2027-12-13
2027-12-27,2028-01-12,2027-12-24,2028-01-12
2028-01-26,2028-02-10,2028-01-23,2028-02-10
2028-02-25,2028-03-11,2028-02-22,2028-03-11
2028-03-26,2028-04-09,2028-03-23,2028-04-09
2028-04-24,2028-05-08,2028-04-21,2028-05-08
2028-05-24,2028-06-07,2028-05-21,2028-06-07
2028-06-22,2028-07-06,2028-06-19,2028-07-06
2028-07-22,2028-08-05,2028-07-19,2028-08-05
2028-08-20,2028-09-03,2028-08-17,2028-09-03
2028-09-18,2028-10-03,2028-09-15,2028-10-03
2028-10-18,2028-11-02,2028-10-15,2028-11-02
2028-11-16,2028-12-02,2028-11-13,2028-12-02
2028-12-16,2028-12-31,2028-12-13,2028-12-31
2029-01-14,2029-01-30,2029-01-11,2029-01-30
2029-02-13,2029-02-28,2029-02-10,2029-02-28
2029-03-15,2029-03-30,2029-03-12,2029-03-30
2029-04-13,2029-04-28,2029-04-10,2029-04-28
2029-05-13,2029-05-27,2029-05-10,2029-05-27
2029-06-12,2029-06-26,2029-06-09,2029-06-26
2029-07-11,2029-07-25,2029-07-08,2029-07-25
2029-08-10,2029-08-24,2029-08-07,2029-08-24
2029-09-08,2029-09-22,2029-09-05,2029-09-22
2029-10-07,2029-10-22,2029-10-04,2029-10-22
2029-11-06,2029-11-21,2029-11-03,2029-11-21
2029-12-05,2029-12-20,2029-12-02,2029-12-20
2030-01-04,2030-01-19,2030-01-01,2030-01-19
2030-02-02,2030-02-18,2030-01-30,2030-02-18
2030-03-04,2030-03-19,2030-03-01,2030-03-19
2030-04-02,2030-04-18,2030-03-30,2030-04-18
2030-05-02,2030-05-17,2030-04-29,2030-05-17
2030-06-01,2030-06-15,2030-05-29,2030-06-15
2030-06-30,2030-07-15,2030-06-27,2030-07-15
2030-07-30,2030-08-13,2030-07-27,2030-08-13
2030-08-28,2030-09-11,2030-08-25,2030-09-11
2030-09-27,2030-10-11,2030-09-24,2030-10-11
2030-10-26,2030-11-10,2030-10-23,2030-11-10
2030-11-25,2030-12-09,2030-11-22,2030-12-09
2030-12-24,2031-01-08,2030-12-21,2031-01-08
### Solar CSV Data:
year,season,direction,entry,exit
2000,April Earnings Rally,LONG,2000-03-28,2000-04-16
2000,Sell in May,SHORT,2000-04-16,2000-06-26
2000,Summer Rally,LONG,2000-06-26,2000-09-04
2000,Fall Crash Cycle,SHORT,2000-09-04,2000-10-27
2000,Santa Claus Rally,LONG,2000-10-27,2000-12-08
2000,January Effect,LONG,2000-12-20,2001-01-07
2000,Ides of March,SHORT,2000-02-02,2000-03-28
2001,April Earnings Rally,LONG,2001-03-28,2001-04-16
2001,Sell in May,SHORT,2001-04-16,2001-06-26
2001,Summer Rally,LONG,2001-06-26,2001-09-04
2001,Fall Crash Cycle,SHORT,2001-09-04,2001-10-27
2001,Santa Claus Rally,LONG,2001-10-27,2001-12-08
2001,January Effect,LONG,2001-12-20,2002-01-07
2001,Ides of March,SHORT,2001-02-02,2001-03-28
2002,April Earnings Rally,LONG,2002-03-28,2002-04-16
2002,Sell in May,SHORT,2002-04-16,2002-06-26
2002,Summer Rally,LONG,2002-06-26,2002-09-04
2002,Fall Crash Cycle,SHORT,2002-09-04,2002-10-27
2002,Santa Claus Rally,LONG,2002-10-27,2002-12-08
2002,January Effect,LONG,2002-12-20,2003-01-07
2002,Ides of March,SHORT,2002-02-02,2002-03-28
2003,April Earnings Rally,LONG,2003-03-28,2003-04-16
2003,Sell in May,SHORT,2003-04-16,2003-06-26
2003,Summer Rally,LONG,2003-06-26,2003-09-04
2003,Fall Crash Cycle,SHORT,2003-09-04,2003-10-27
2003,Santa Claus Rally,LONG,2003-10-27,2003-12-08
2003,January Effect,LONG,2003-12-20,2004-01-07
2003,Ides of March,SHORT,2003-02-02,2003-03-28
2004,April Earnings Rally,LONG,2004-03-28,2004-04-16
2004,Sell in May,SHORT,2004-04-16,2004-06-26
2004,Summer Rally,LONG,2004-06-26,2004-09-04
2004,Fall Crash Cycle,SHORT,2004-09-04,2004-10-27
2004,Santa Claus Rally,LONG,2004-10-27,2004-12-08
2004,January Effect,LONG,2004-12-20,2005-01-07
2004,Ides of March,SHORT,2004-02-02,2004-03-28
2005,April Earnings Rally,LONG,2005-03-28,2005-04-16
2005,Sell in May,SHORT,2005-04-16,2005-06-26
2005,Summer Rally,LONG,2005-06-26,2005-09-04
2005,Fall Crash Cycle,SHORT,2005-09-04,2005-10-27
2005,Santa Claus Rally,LONG,2005-10-27,2005-12-08
2005,January Effect,LONG,2005-12-20,2006-01-07
2005,Ides of March,SHORT,2005-02-02,2005-03-28
2006,April Earnings Rally,LONG,2006-03-28,2006-04-16
2006,Sell in May,SHORT,2006-04-16,2006-06-26
2006,Summer Rally,LONG,2006-06-26,2006-09-04
2006,Fall Crash Cycle,SHORT,2006-09-04,2006-10-27
2006,Santa Claus Rally,LONG,2006-10-27,2006-12-08
2006,January Effect,LONG,2006-12-20,2007-01-07
2006,Ides of March,SHORT,2006-02-02,2006-03-28
2007,April Earnings Rally,LONG,2007-03-28,2007-04-16
2007,Sell in May,SHORT,2007-04-16,2007-06-26
2007,Summer Rally,LONG,2007-06-26,2007-09-04
2007,Fall Crash Cycle,SHORT,2007-09-04,2007-10-27
2007,Santa Claus Rally,LONG,2007-10-27,2007-12-08
2007,January Effect,LONG,2007-12-20,2008-01-07
2007,Ides of March,SHORT,2007-02-02,2007-03-28
2008,April Earnings Rally,LONG,2008-03-28,2008-04-16
2008,Sell in May,SHORT,2008-04-16,2008-06-26
2008,Summer Rally,LONG,2008-06-26,2008-09-04
2008,Fall Crash Cycle,SHORT,2008-09-04,2008-10-27
2008,Santa Claus Rally,LONG,2008-10-27,2008-12-08
2008,January Effect,LONG,2008-12-20,2009-01-07
2008,Ides of March,SHORT,2008-02-02,2008-03-28
2009,April Earnings Rally,LONG,2009-03-28,2009-04-16
2009,Sell in May,SHORT,2009-04-16,2009-06-26
2009,Summer Rally,LONG,2009-06-26,2009-09-04
2009,Fall Crash Cycle,SHORT,2009-09-04,2009-10-27
2009,Santa Claus Rally,LONG,2009-10-27,2009-12-08
2009,January Effect,LONG,2009-12-20,2010-01-07
2009,Ides of March,SHORT,2009-02-02,2009-03-28
2010,April Earnings Rally,LONG,2010-03-28,2010-04-16
2010,Sell in May,SHORT,2010-04-16,2010-06-26
2010,Summer Rally,LONG,2010-06-26,2010-09-04
2010,Fall Crash Cycle,SHORT,2010-09-04,2010-10-27
2010,Santa Claus Rally,LONG,2010-10-27,2010-12-08
2010,January Effect,LONG,2010-12-20,2011-01-07
2010,Ides of March,SHORT,2010-02-02,2010-03-28
2011,April Earnings Rally,LONG,2011-03-28,2011-04-16
2011,Sell in May,SHORT,2011-04-16,2011-06-26
2011,Summer Rally,LONG,2011-06-26,2011-09-04
2011,Fall Crash Cycle,SHORT,2011-09-04,2011-10-27
2011,Santa Claus Rally,LONG,2011-10-27,2011-12-08
2011,January Effect,LONG,2011-12-20,2012-01-07
2011,Ides of March,SHORT,2011-02-02,2011-03-28
2012,April Earnings Rally,LONG,2012-03-28,2012-04-16
2012,Sell in May,SHORT,2012-04-16,2012-06-26
2012,Summer Rally,LONG,2012-06-26,2012-09-04
2012,Fall Crash Cycle,SHORT,2012-09-04,2012-10-27
2012,Santa Claus Rally,LONG,2012-10-27,2012-12-08
2012,January Effect,LONG,2012-12-20,2013-01-07
2012,Ides of March,SHORT,2012-02-02,2012-03-28
2013,April Earnings Rally,LONG,2013-03-28,2013-04-16
2013,Sell in May,SHORT,2013-04-16,2013-06-26
2013,Summer Rally,LONG,2013-06-26,2013-09-04
2013,Fall Crash Cycle,SHORT,2013-09-04,2013-10-27
2013,Santa Claus Rally,LONG,2013-10-27,2013-12-08
2013,January Effect,LONG,2013-12-20,2014-01-07
2013,Ides of March,SHORT,2013-02-02,2013-03-28
2014,April Earnings Rally,LONG,2014-03-28,2014-04-16
2014,Sell in May,SHORT,2014-04-16,2014-06-26
2014,Summer Rally,LONG,2014-06-26,2014-09-04
2014,Fall Crash Cycle,SHORT,2014-09-04,2014-10-27
2014,Santa Claus Rally,LONG,2014-10-27,2014-12-08
2014,January Effect,LONG,2014-12-20,2015-01-07
2014,Ides of March,SHORT,2014-02-02,2014-03-28
2015,April Earnings Rally,LONG,2015-03-28,2015-04-16
2015,Sell in May,SHORT,2015-04-16,2015-06-26
2015,Summer Rally,LONG,2015-06-26,2015-09-04
2015,Fall Crash Cycle,SHORT,2015-09-04,2015-10-27
2015,Santa Claus Rally,LONG,2015-10-27,2015-12-08
2015,January Effect,LONG,2015-12-20,2016-01-07
2015,Ides of March,SHORT,2015-02-02,2015-03-28
2016,April Earnings Rally,LONG,2016-03-28,2016-04-16
2016,Sell in May,SHORT,2016-04-16,2016-06-26
2016,Summer Rally,LONG,2016-06-26,2016-09-04
2016,Fall Crash Cycle,SHORT,2016-09-04,2016-10-27
2016,Santa Claus Rally,LONG,2016-10-27,2016-12-08
2016,January Effect,LONG,2016-12-20,2017-01-07
2016,Ides of March,SHORT,2016-02-02,2016-03-28
2017,April Earnings Rally,LONG,2017-03-28,2017-04-16
2017,Sell in May,SHORT,2017-04-16,2017-06-26
2017,Summer Rally,LONG,2017-06-26,2017-09-04
2017,Fall Crash Cycle,SHORT,2017-09-04,2017-10-27
2017,Santa Claus Rally,LONG,2017-10-27,2017-12-08
2017,January Effect,LONG,2017-12-20,2018-01-07
2017,Ides of March,SHORT,2017-02-02,2017-03-28
2018,April Earnings Rally,LONG,2018-03-28,2018-04-16
2018,Sell in May,SHORT,2018-04-16,2018-06-26
2018,Summer Rally,LONG,2018-06-26,2018-09-04
2018,Fall Crash Cycle,SHORT,2018-09-04,2018-10-27
2018,Santa Claus Rally,LONG,2018-10-27,2018-12-08
2018,January Effect,LONG,2018-12-20,2019-01-07
2018,Ides of March,SHORT,2018-02-02,2018-03-28
2019,April Earnings Rally,LONG,2019-03-28,2019-04-16
2019,Sell in May,SHORT,2019-04-16,2019-06-26
2019,Summer Rally,LONG,2019-06-26,2019-09-04
2019,Fall Crash Cycle,SHORT,2019-09-04,2019-10-27
2019,Santa Claus Rally,LONG,2019-10-27,2019-12-08
2019,January Effect,LONG,2019-12-20,2020-01-07
2019,Ides of March,SHORT,2019-02-02,2019-03-28
2020,April Earnings Rally,LONG,2020-03-28,2020-04-16
2020,Sell in May,SHORT,2020-04-16,2020-06-26
2020,Summer Rally,LONG,2020-06-26,2020-09-04
2020,Fall Crash Cycle,SHORT,2020-09-04,2020-10-27
2020,Santa Claus Rally,LONG,2020-10-27,2020-12-08
2020,January Effect,LONG,2020-12-20,2021-01-07
2020,Ides of March,SHORT,2020-02-02,2020-03-28
2021,April Earnings Rally,LONG,2021-03-28,2021-04-16
2021,Sell in May,SHORT,2021-04-16,2021-06-26
2021,Summer Rally,LONG,2021-06-26,2021-09-04
2021,Fall Crash Cycle,SHORT,2021-09-04,2021-10-27
2021,Santa Claus Rally,LONG,2021-10-27,2021-12-08
2021,January Effect,LONG,2021-12-20,2022-01-07
2021,Ides of March,SHORT,2021-02-02,2021-03-28
2022,April Earnings Rally,LONG,2022-03-28,2022-04-16
2022,Sell in May,SHORT,2022-04-16,2022-06-26
2022,Summer Rally,LONG,2022-06-26,2022-09-04
2022,Fall Crash Cycle,SHORT,2022-09-04,2022-10-27
2022,Santa Claus Rally,LONG,2022-10-27,2022-12-08
2022,January Effect,LONG,2022-12-20,2023-01-07
2022,Ides of March,SHORT,2022-02-02,2022-03-28
2023,April Earnings Rally,LONG,2023-03-28,2023-04-16
2023,Sell in May,SHORT,2023-04-16,2023-06-26
2023,Summer Rally,LONG,2023-06-26,2023-09-04
2023,Fall Crash Cycle,SHORT,2023-09-04,2023-10-27
2023,Santa Claus Rally,LONG,2023-10-27,2023-12-08
2023,January Effect,LONG,2023-12-20,2024-01-07
2023,Ides of March,SHORT,2023-02-02,2023-03-28
2024,April Earnings Rally,LONG,2024-03-28,2024-04-16
2024,Sell in May,SHORT,2024-04-16,2024-06-26
2024,Summer Rally,LONG,2024-06-26,2024-09-04
2024,Fall Crash Cycle,SHORT,2024-09-04,2024-10-27
2024,Santa Claus Rally,LONG,2024-10-27,2024-12-08
2024,January Effect,LONG,2024-12-20,2025-01-07
2024,Ides of March,SHORT,2024-02-02,2024-03-28
2025,April Earnings Rally,LONG,2025-03-28,2025-04-16
2025,Sell in May,SHORT,2025-04-16,2025-06-26
2025,Summer Rally,LONG,2025-06-26,2025-09-04
2025,Fall Crash Cycle,SHORT,2025-09-04,2025-10-27
2025,Santa Claus Rally,LONG,2025-10-27,2025-12-08
2025,January Effect,LONG,2025-12-20,2026-01-07
2025,Ides of March,SHORT,2025-02-02,2025-03-28
2026,April Earnings Rally,LONG,2026-03-28,2026-04-16
2026,Sell in May,SHORT,2026-04-16,2026-06-26
2026,Summer Rally,LONG,2026-06-26,2026-09-04
2026,Fall Crash Cycle,SHORT,2026-09-04,2026-10-27
2026,Santa Claus Rally,LONG,2026-10-27,2026-12-08
2026,January Effect,LONG,2026-12-20,2027-01-07
2026,Ides of March,SHORT,2026-02-02,2026-03-28
2027,April Earnings Rally,LONG,2027-03-28,2027-04-16
2027,Sell in May,SHORT,2027-04-16,2027-06-26
2027,Summer Rally,LONG,2027-06-26,2027-09-04
2027,Fall Crash Cycle,SHORT,2027-09-04,2027-10-27
2027,Santa Claus Rally,LONG,2027-10-27,2027-12-08
2027,January Effect,LONG,2027-12-20,2028-01-07
2027,Ides of March,SHORT,2027-02-02,2027-03-28
2028,April Earnings Rally,LONG,2028-03-28,2028-04-16
2028,Sell in May,SHORT,2028-04-16,2028-06-26
2028,Summer Rally,LONG,2028-06-26,2028-09-04
2028,Fall Crash Cycle,SHORT,2028-09-04,2028-10-27
2028,Santa Claus Rally,LONG,2028-10-27,2028-12-08
2028,January Effect,LONG,2028-12-20,2029-01-07
2028,Ides of March,SHORT,2028-02-02,2028-03-28
2029,April Earnings Rally,LONG,2029-03-28,2029-04-16
2029,Sell in May,SHORT,2029-04-16,2029-06-26
2029,Summer Rally,LONG,2029-06-26,2029-09-04
2029,Fall Crash Cycle,SHORT,2029-09-04,2029-10-27
2029,Santa Claus Rally,LONG,2029-10-27,2029-12-08
2029,January Effect,LONG,2029-12-20,2030-01-07
2029,Ides of March,SHORT,2029-02-02,2029-03-28
2030,April Earnings Rally,LONG,2030-03-28,2030-04-16
2030,Sell in May,SHORT,2030-04-16,2030-06-26
2030,Summer Rally,LONG,2030-06-26,2030-09-04
2030,Fall Crash Cycle,SHORT,2030-09-04,2030-10-27
2030,Santa Claus Rally,LONG,2030-10-27,2030-12-08
2030,January Effect,LONG,2030-12-20,2031-01-07
2030,Ides of March,SHORT,2030-02-02,2030-03-28