diff --git "a/price_forecasting_ml/data/crude_oil/USBondRate.csv" "b/price_forecasting_ml/data/crude_oil/USBondRate.csv" deleted file mode 100644--- "a/price_forecasting_ml/data/crude_oil/USBondRate.csv" +++ /dev/null @@ -1,2529 +0,0 @@ -Date,Close/Last,Volume,Open,High,Low -08/22/2024,124.0312,801500,124.9375,125.125,123.75 -08/21/2024,125.375,520021,124.9688,125.5625,124.5312 -08/20/2024,124.875,362381,124.0938,125.0312,123.8438 -08/19/2024,124.1875,296280,123.7188,124.4062,123.4688 -08/16/2024,123.6875,321248,123.4688,124.125,123.2812 -08/15/2024,123.2812,434024,124.4375,124.5312,122.6562 -08/14/2024,124.5938,394826,124.0312,124.7812,123.8438 -08/13/2024,124.00,340590,123.3125,124.125,122.9688 -08/12/2024,123.3125,301927,122.9375,123.4688,122.5312 -08/09/2024,122.9062,281910,122.0625,123.1875,122.0625 -08/08/2024,122.00,509599,122.625,123.375,121.5312 -08/07/2024,122.4375,560681,123.9062,123.9062,122.2812 -08/06/2024,123.6875,581413,125.3438,125.4375,123.4062 -08/05/2024,125.4062,916974,125.1875,126.8438,124.6562 -08/02/2024,125.0625,812921,122.4688,125.25,122.25 -08/01/2024,122.5312,647392,121.7188,122.8125,121.3125 -07/31/2024,120.7812,587556,120.25,121.8125,119.9688 -07/30/2024,120.1875,334027,119.7188,120.375,119.50 -07/29/2024,119.6562,278099,119.375,120.1562,119.3125 -07/26/2024,119.3438,318709,118.7812,119.5625,118.375 -07/25/2024,118.625,514124,118.00,119.4062,118.00 -07/24/2024,118.0312,526594,118.8125,119.2812,117.9062 -07/23/2024,119.0312,332596,118.875,119.3438,118.7812 -07/22/2024,118.7812,368920,119.4688,119.75,118.4688 -07/19/2024,119.125,307391,119.6562,119.9062,118.9688 -07/18/2024,119.8125,379792,120.3125,120.3438,119.5938 -07/17/2024,120.5312,424994,120.3125,120.5312,119.8438 -07/16/2024,120.2812,439986,119.0938,120.375,119.0938 -07/15/2024,119.1875,451058,119.375,119.5625,118.7188 -07/12/2024,119.9375,362622,119.625,120.0312,119.1875 -07/11/2024,119.8438,538435,118.6562,120.3438,118.50 -07/10/2024,118.75,369881,118.50,118.9688,118.2812 -07/09/2024,118.4375,345042,118.8125,118.9375,118.0312 -07/08/2024,119.00,301714,118.7188,119.0312,118.1562 -07/05/2024,118.8125,434518,117.75,118.9375,117.0625 -07/03/2024,118.00,395962,116.75,118.125,116.5938 -07/02/2024,116.6562,467701,116.375,117.0312,116.2812 -07/01/2024,116.0938,614766,117.3125,117.5625,115.9375 -06/28/2024,118.3125,760193,119.3125,119.625,117.4375 -06/27/2024,119.3125,408677,118.75,119.4688,118.4062 -06/26/2024,118.9375,391341,120.0938,120.0938,118.6875 -06/25/2024,120.1562,356848,120.1875,120.625,119.8438 -06/24/2024,120.00,302165,119.7188,120.3125,119.50 -06/21/2024,119.7812,320066,119.6562,120.3438,119.4688 -06/20/2024,119.8125,455903,120.375,120.5625,119.25 -06/18/2024,120.4375,522866,119.50,120.5312,119.2812 -06/17/2024,119.5625,443630,120.25,120.3125,119.2188 -06/14/2024,120.4375,567227,119.8125,120.75,119.4375 -06/13/2024,119.8438,518446,118.7812,120.125,118.5938 -06/12/2024,119.1562,600080,117.6562,119.6562,117.5625 -06/11/2024,117.7188,387930,116.8438,117.8125,116.8438 -06/10/2024,116.9062,317284,117.4375,117.4688,116.7188 -06/07/2024,117.5312,463087,119.3125,119.9688,117.3438 -06/06/2024,119.4375,364317,119.375,119.5312,118.8125 -06/05/2024,119.25,456604,118.625,119.4375,118.3125 -06/04/2024,118.5938,423978,117.7812,118.875,117.4688 -06/03/2024,117.625,448390,116.25,117.7812,116.2188 -05/31/2024,116.0625,615216,115.5938,116.50,115.3125 -05/30/2024,115.5312,374812,114.8125,115.7188,115.3438 -05/29/2024,114.5625,598544,115.625,115.7812,114.3438 -05/28/2024,115.7812,1219781,116.9688,117.1562,115.625 -05/24/2024,117.0312,626002,116.7812,117.0312,116.4062 -05/23/2024,116.8125,926718,117.4688,117.6562,116.4688 -05/22/2024,117.2812,497703,117.3438,117.5312,116.75 -05/21/2024,117.3438,344270,116.9688,117.5938,117.0625 -05/20/2024,117.0625,271226,117.2812,117.50,116.7812 -05/17/2024,117.3125,263561,117.9375,118.0625,117.2188 -05/16/2024,117.9062,373947,118.2188,118.7188,117.7812 -05/15/2024,118.0625,510658,116.875,118.25,116.75 -05/14/2024,116.7812,362329,116.2812,116.875,115.6562 -05/13/2024,116.375,255800,116.125,116.6875,116.125 -05/10/2024,116.0625,293619,116.6562,116.9062,115.9375 -05/09/2024,116.75,442538,116.25,116.8125,115.75 -05/08/2024,116.3438,402729,116.7812,116.875,116.1875 -05/07/2024,116.6875,429781,116.25,117.2188,116.125 -05/06/2024,116.2188,271584,115.8125,116.4062,115.7188 -05/03/2024,115.9375,521636,114.9062,116.5625,114.7812 -05/02/2024,115.125,426174,114.5625,115.1562,114.0625 -05/01/2024,115.0312,391015,113.9375,115.1875,113.6875 -04/30/2024,113.8125,526153,114.5938,114.7812,113.75 -04/29/2024,114.5938,369621,113.9375,114.75,113.9375 -04/26/2024,113.8438,344148,113.3438,114.3125,113.1875 -04/25/2024,113.3125,425996,114.0625,114.3438,112.8438 -04/24/2024,113.9062,394656,114.6875,114.75,113.625 -04/23/2024,114.7188,391745,114.625,115.1562,114.0625 -04/22/2024,114.5312,309756,114.375,114.6875,113.9688 -04/19/2024,114.625,482317,114.375,116.1562,114.2812 -04/18/2024,114.125,380429,114.8125,115.1875,114.0625 -04/17/2024,114.8438,481077,113.8438,114.9688,113.625 -04/16/2024,113.9688,611315,114.5312,114.75,113.3125 -04/15/2024,114.2812,599369,116.0312,116.0312,113.9062 -04/12/2024,116.2188,428462,115.00,116.4375,114.9688 -04/11/2024,115.25,585388,115.7812,116.0312,114.9062 -04/10/2024,115.5625,672695,118.00,118.3125,115.4062 -04/09/2024,117.9688,375184,117.125,118.1562,117.00 -04/08/2024,117.125,426163,117.0938,117.3125,116.3438 -04/05/2024,117.5312,489983,118.3438,118.4688,117.0312 -04/04/2024,118.4062,456545,117.9375,118.5312,117.375 -04/03/2024,117.7812,509319,117.8438,118.0312,116.75 -04/02/2024,117.7188,573291,118.7188,118.8125,117.1562 -04/01/2024,118.50,351012,120.3438,120.4688,118.4375 -03/28/2024,120.4375,438656,120.3125,120.625,119.75 -03/27/2024,120.1875,325564,119.625,120.375,119.50 -03/26/2024,119.625,287856,119.4062,119.7812,119.0625 -03/25/2024,119.3125,247882,119.9688,120.1875,119.1875 -03/22/2024,119.7812,297568,119.0938,120.1562,119.0625 -03/21/2024,119.00,350888,118.875,119.625,118.5938 -03/20/2024,118.8125,407419,118.7188,119.6562,118.125 -03/19/2024,118.7188,400029,118.4375,119.00,118.2188 -03/18/2024,118.1875,280076,118.5938,118.875,118.0938 -03/15/2024,118.625,339553,118.875,119.2188,118.4688 -03/14/2024,118.7188,432448,120.375,120.4375,118.6875 -03/13/2024,120.25,357520,120.7812,121.1562,120.125 -03/12/2024,120.75,408562,121.5938,121.8438,120.50 -03/11/2024,121.4062,309469,121.5938,122.0938,121.25 -03/08/2024,121.50,387848,121.75,122.2812,121.0625 -03/07/2024,121.7188,445863,121.5938,122.4062,121.25 -03/06/2024,121.5938,501450,120.625,121.7188,120.2812 -03/05/2024,120.8438,419515,119.6562,121.2812,119.50 -03/04/2024,119.5938,269035,119.9375,120.00,119.1562 -03/01/2024,120.0312,521571,119.0938,120.0625,118.4688 -02/29/2024,119.25,755463,118.8438,119.5312,118.1875 -02/28/2024,118.75,431447,118.4375,118.9375,118.25 -02/27/2024,118.3125,641848,118.9062,119.2812,118.1875 -02/26/2024,118.5938,1042010,119.0938,119.6875,118.3438 -02/23/2024,119.0625,820998,118.125,119.25,117.7812 -02/22/2024,118.0625,834249,117.875,118.2812,117.3438 -02/21/2024,117.7188,491271,118.375,118.6875,117.625 -02/20/2024,118.3125,372486,118.3438,118.75,117.6875 -02/16/2024,118.2188,342198,119.0625,119.0625,117.8438 -02/15/2024,118.875,386349,118.625,119.625,118.5625 -02/14/2024,118.5312,427421,118.0938,118.8125,117.8125 -02/13/2024,117.9688,474283,119.7188,120.875,117.9375 -02/12/2024,119.8438,231325,119.75,120.125,119.4062 -02/09/2024,119.625,304817,120.0625,120.4375,119.4688 -02/08/2024,119.6875,384900,120.6875,120.875,119.625 -02/07/2024,120.8438,390579,120.875,121.3125,120.375 -02/06/2024,121.00,389527,120.1875,121.1875,120.00 -02/05/2024,120.125,483249,121.9375,121.9688,119.9375 -02/02/2024,121.9062,636191,123.7188,124.00,121.5938 -02/01/2024,124.0312,704113,123.0312,124.75,122.4688 -01/31/2024,122.3438,790761,121.5625,123.125,121.875 -01/30/2024,121.25,403741,120.75,121.5938,120.5938 -01/29/2024,120.5312,360579,119.9062,121.0312,119.7188 -01/26/2024,119.5625,320798,119.9062,120.375,119.375 -01/25/2024,119.8125,391114,119.2812,120.125,119.00 -01/24/2024,119.2188,456337,120.0312,120.6562,119.125 -01/23/2024,119.8125,332033,120.625,120.8125,119.625 -01/22/2024,120.7188,310186,120.25,121.1562,120.125 -01/19/2024,120.00,385096,119.9688,120.4062,119.3125 -01/18/2024,119.9062,345859,120.75,121.0938,119.6875 -01/17/2024,120.7812,535054,121.125,121.5625,120.375 -01/16/2024,121.0625,584132,121.7188,121.75,120.8438 -01/12/2024,122.875,448749,122.9062,123.4062,122.2812 -01/11/2024,122.7188,537296,122.1562,123.4688,121.4688 -01/10/2024,122.1562,345738,122.4375,122.9375,121.9375 -01/09/2024,122.4062,344134,122.2188,122.75,121.8125 -01/08/2024,122.5312,428961,122.0312,123.00,121.625 -01/05/2024,122.0312,536010,122.6875,123.2188,121.2812 -01/04/2024,122.8438,419146,123.875,124.1562,122.5625 -01/03/2024,124.125,513463,123.9688,124.3125,122.7812 -01/02/2024,123.8125,473742,124.4688,124.6562,123.25 -12/29/2023,124.9375,408251,125.0625,125.2812,124.2812 -12/28/2023,125.125,308636,125.5938,125.875,124.9375 -12/27/2023,125.875,259650,124.0938,125.9375,124.00 -12/26/2023,124.25,113850,123.9062,124.3125,123.8125 -12/22/2023,123.7812,257273,124.0312,124.7188,123.625 -12/21/2023,123.9688,390195,124.625,124.9375,123.875 -12/20/2023,124.375,479215,123.50,124.75,123.4688 -12/19/2023,123.6562,310739,123.5312,124.1562,123.3438 -12/18/2023,123.25,350963,123.875,124.25,123.00 -12/15/2023,123.7812,491023,123.625,124.2812,123.0312 -12/14/2023,123.4375,728244,121.75,123.9375,121.7188 -12/13/2023,121.6562,514890,119.4688,121.9062,119.4062 -12/12/2023,119.50,456083,119.0312,120.2812,118.7812 -12/11/2023,119.00,300894,119.125,119.1562,118.2812 -12/08/2023,119.00,488541,120.0312,120.125,118.4375 -12/07/2023,120.25,452529,120.6875,120.7812,119.625 -12/06/2023,120.5625,470373,119.4688,120.75,119.0312 -12/05/2023,119.4062,474623,117.9062,119.5312,117.8438 -12/04/2023,117.5625,406949,118.4688,118.0625,117.2812 -12/01/2023,118.1562,569668,116.7188,118.5312,116.4062 -11/30/2023,116.4375,644738,117.50,117.75,116.1562 -11/29/2023,117.4375,532870,116.6562,117.5625,116.5312 -11/28/2023,116.375,530335,116.00,116.6875,115.6562 -11/27/2023,116.0312,852727,114.9062,116.1562,114.4688 -11/24/2023,114.8438,361448,115.9375,116.25,114.75 -11/22/2023,115.875,724100,115.9375,116.50,115.4688 -11/21/2023,115.625,640087,115.7812,116.4375,115.25 -11/20/2023,115.8125,509086,115.3125,116.0625,114.6875 -11/17/2023,115.4062,438014,115.2812,115.50,115.375 -11/16/2023,115.3125,425694,114.25,115.3125,115.1875 -11/15/2023,114.25,513312,115.25,115.7188,113.9375 -11/14/2023,115.4375,559390,113.125,115.7188,112.9375 -11/13/2023,113.2812,330155,113.0938,113.4062,112.375 -11/10/2023,113.375,432225,113.1562,114.0312,112.6875 -11/09/2023,112.9688,673651,115.25,115.375,112.375 -11/08/2023,114.8125,481420,114.00,115.375,113.4688 -11/07/2023,113.9688,439855,112.75,114.3438,112.4688 -11/06/2023,112.4688,400898,113.4062,112.9688,112.375 -11/03/2023,113.6562,692969,112.6875,114.8438,112.375 -11/02/2023,112.50,669602,111.1562,112.9688,110.9688 -11/01/2023,110.4375,670163,108.6562,111.1875,108.5938 -10/31/2023,109.4375,698929,109.00,110.375,108.5625 -10/30/2023,109.2812,425390,109.6875,109.8125,108.50 -10/27/2023,109.50,383923,109.7812,109.8438,108.9375 -10/26/2023,109.875,573683,108.4062,109.9688,107.875 -10/25/2023,108.4062,489207,110.2812,110.50,108.2812 -10/24/2023,110.00,507051,109.75,110.50,109.25 -10/23/2023,109.9688,616606,108.0625,110.25,107.125 -10/20/2023,108.4688,488237,107.8438,108.875,107.5312 -10/19/2023,107.8438,593716,109.0938,109.4688,107.6875 -10/18/2023,109.2812,508900,110.25,110.375,108.7812 -10/17/2023,110.00,531008,111.4375,111.5312,109.5312 -10/16/2023,111.3438,349964,112.8438,112.8438,111.1875 -10/13/2023,112.7812,470553,111.6562,113.4375,111.625 -10/12/2023,111.4688,650162,113.8438,114.3125,111.2188 -10/11/2023,113.375,610571,112.00,113.9375,111.9688 -10/10/2023,112.0625,481354,112.00,112.5938,110.9375 -10/09/2023,112.0312,195188,110.5625,112.25,110.3438 -10/06/2023,110.4688,658512,111.3125,111.4375,108.9062 -10/05/2023,111.4062,427499,111.5625,111.9062,110.7188 -10/04/2023,111.50,718673,110.75,111.8438,109.625 -10/03/2023,110.6562,647266,112.5625,112.75,110.50 -10/02/2023,112.375,501824,113.75,113.75,111.9688 -09/29/2023,113.7812,756244,113.7812,114.75,113.375 -09/28/2023,113.8438,746846,113.6875,113.9688,112.3125 -09/27/2023,113.50,588973,114.6875,115.4688,113.3438 -09/26/2023,114.375,488476,115.00,115.7188,114.3125 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