# Note - 1 # Only some patterns have bull and bear versions. # However, to make the process unified and for codability purposes # all patterns are labeled with "_Bull" and "_Bear" tags. # Both versions of the single patterns are given same performance rank, # since they will always return only 1 version. # Note - 2 # Following TA-Lib patterns are excluded from the analysis since the corresponding ranking not found: # CounterAttack, Longline, Shortline, Stalledpattern, Kickingbylength candle_rankings = { "CDL3LINESTRIKE_Bull": 1, "CDL3LINESTRIKE_Bear": 2, "CDL3BLACKCROWS_Bull": 3, "CDL3BLACKCROWS_Bear": 3, "CDLEVENINGSTAR_Bull": 4, "CDLEVENINGSTAR_Bear": 4, "CDLTASUKIGAP_Bull": 5, "CDLTASUKIGAP_Bear": 5, "CDLINVERTEDHAMMER_Bull": 6, "CDLINVERTEDHAMMER_Bear": 6, "CDLMATCHINGLOW_Bull": 7, "CDLMATCHINGLOW_Bear": 7, "CDLABANDONEDBABY_Bull": 8, "CDLABANDONEDBABY_Bear": 8, "CDLBREAKAWAY_Bull": 10, "CDLBREAKAWAY_Bear": 10, "CDLMORNINGSTAR_Bull": 12, "CDLMORNINGSTAR_Bear": 12, "CDLPIERCING_Bull": 13, "CDLPIERCING_Bear": 13, "CDLSTICKSANDWICH_Bull": 14, "CDLSTICKSANDWICH_Bear": 14, "CDLTHRUSTING_Bull": 15, "CDLTHRUSTING_Bear": 15, "CDLINNECK_Bull": 17, "CDLINNECK_Bear": 17, "CDL3INSIDE_Bull": 20, "CDL3INSIDE_Bear": 56, "CDLHOMINGPIGEON_Bull": 21, "CDLHOMINGPIGEON_Bear": 21, "CDLDARKCLOUDCOVER_Bull": 22, "CDLDARKCLOUDCOVER_Bear": 22, "CDLIDENTICAL3CROWS_Bull": 24, "CDLIDENTICAL3CROWS_Bear": 24, "CDLMORNINGDOJISTAR_Bull": 25, "CDLMORNINGDOJISTAR_Bear": 25, "CDLXSIDEGAP3METHODS_Bull": 27, "CDLXSIDEGAP3METHODS_Bear": 26, "CDLTRISTAR_Bull": 28, "CDLTRISTAR_Bear": 76, "CDLGAPSIDESIDEWHITE_Bull": 46, "CDLGAPSIDESIDEWHITE_Bear": 29, "CDLEVENINGDOJISTAR_Bull": 30, "CDLEVENINGDOJISTAR_Bear": 30, "CDL3WHITESOLDIERS_Bull": 32, "CDL3WHITESOLDIERS_Bear": 32, "CDLONNECK_Bull": 33, "CDLONNECK_Bear": 33, "CDL3OUTSIDE_Bull": 34, "CDL3OUTSIDE_Bear": 39, "CDLRICKSHAWMAN_Bull": 35, "CDLRICKSHAWMAN_Bear": 35, "CDLSEPARATINGLINES_Bull": 36, "CDLSEPARATINGLINES_Bear": 40, "CDLLONGLEGGEDDOJI_Bull": 37, "CDLLONGLEGGEDDOJI_Bear": 37, "CDLHARAMI_Bull": 38, "CDLHARAMI_Bear": 72, "CDLLADDERBOTTOM_Bull": 41, "CDLLADDERBOTTOM_Bear": 41, "CDLCLOSINGMARUBOZU_Bull": 70, "CDLCLOSINGMARUBOZU_Bear": 43, "CDLTAKURI_Bull": 47, "CDLTAKURI_Bear": 47, "CDLDOJISTAR_Bull": 49, "CDLDOJISTAR_Bear": 51, "CDLHARAMICROSS_Bull": 50, "CDLHARAMICROSS_Bear": 80, "CDLADVANCEBLOCK_Bull": 54, "CDLADVANCEBLOCK_Bear": 54, "CDLSHOOTINGSTAR_Bull": 55, "CDLSHOOTINGSTAR_Bear": 55, "CDLMARUBOZU_Bull": 71, "CDLMARUBOZU_Bear": 57, "CDLUNIQUE3RIVER_Bull": 60, "CDLUNIQUE3RIVER_Bear": 60, "CDL2CROWS_Bull": 61, "CDL2CROWS_Bear": 61, "CDLBELTHOLD_Bull": 62, "CDLBELTHOLD_Bear": 63, "CDLHAMMER_Bull": 65, "CDLHAMMER_Bear": 65, "CDLHIGHWAVE_Bull": 67, "CDLHIGHWAVE_Bear": 67, "CDLSPINNINGTOP_Bull": 69, "CDLSPINNINGTOP_Bear": 73, "CDLUPSIDEGAP2CROWS_Bull": 74, "CDLUPSIDEGAP2CROWS_Bear": 74, "CDLGRAVESTONEDOJI_Bull": 77, "CDLGRAVESTONEDOJI_Bear": 77, "CDLHIKKAKEMOD_Bull": 82, "CDLHIKKAKEMOD_Bear": 81, "CDLHIKKAKE_Bull": 85, "CDLHIKKAKE_Bear": 83, "CDLENGULFING_Bull": 84, "CDLENGULFING_Bear": 91, "CDLMATHOLD_Bull": 86, "CDLMATHOLD_Bear": 86, "CDLHANGINGMAN_Bull": 87, "CDLHANGINGMAN_Bear": 87, "CDLRISEFALL3METHODS_Bull": 94, "CDLRISEFALL3METHODS_Bear": 89, "CDLKICKING_Bull": 96, "CDLKICKING_Bear": 102, "CDLDRAGONFLYDOJI_Bull": 98, "CDLDRAGONFLYDOJI_Bear": 98, "CDLCONCEALBABYSWALL_Bull": 101, "CDLCONCEALBABYSWALL_Bear": 101, "CDL3STARSINSOUTH_Bull": 103, "CDL3STARSINSOUTH_Bear": 103, "CDLDOJI_Bull": 104, "CDLDOJI_Bear": 104 }