diff --git "a/price_forecasting_ml/data/crude_oil/ng_nmx.csv" "b/price_forecasting_ml/data/crude_oil/ng_nmx.csv" deleted file mode 100644--- "a/price_forecasting_ml/data/crude_oil/ng_nmx.csv" +++ /dev/null @@ -1,2530 +0,0 @@ -Date,Close/Last,Volume,Open,High,Low -08/05/2024,1.942,133548,1.95,1.974,1.882 -08/02/2024,1.967,139841,1.985,2.023,1.92 -08/01/2024,1.968,200378,2.046,2.126,1.965 -07/31/2024,2.036,149932,2.12,2.149,2.023 -07/30/2024,2.126,145885,2.065,2.135,1.991 -07/29/2024,1.907,3466,2.016,2.056,1.856 -07/26/2024,2.006,43150,2.052,2.084,1.994 -07/25/2024,2.041,43540,2.126,2.155,2.035 -07/24/2024,2.117,60124,2.153,2.17,2.102 -07/23/2024,2.187,101886,2.245,2.265,2.123 -07/22/2024,2.251,136869,2.104,2.27,2.09 -07/19/2024,2.128,96794,2.089,2.143,2.057 -07/18/2024,2.125,143006,2.047,2.134,2.024 -07/17/2024,2.035,193517,2.181,2.208,2.015 -07/16/2024,2.188,120740,2.17,2.218,2.149 -07/15/2024,2.158,177756,2.273,2.285,2.147 -07/12/2024,2.329,120501,2.267,2.35,2.249 -07/11/2024,2.268,114135,2.326,2.343,2.261 -07/10/2024,2.329,135648,2.346,2.385,2.292 -07/09/2024,2.344,144767,2.373,2.448,2.331 -07/08/2024,2.366,151825,2.27,2.39,2.268 -07/05/2024,2.319,149303,2.421,2.44,2.315 -07/03/2024,2.418,121781,2.466,2.48,2.41 -07/02/2024,2.435,149042,2.476,2.484,2.415 -07/01/2024,2.478,171612,2.576,2.602,2.471 -06/28/2024,2.601,143712,2.702,2.765,2.594 -06/27/2024,2.685,135924,2.734,2.784,2.673 -06/26/2024,2.628,1559,2.737,2.746,2.613 -06/25/2024,2.756,58540,2.816,2.844,2.699 -06/24/2024,2.811,43327,2.67,2.834,2.635 -06/21/2024,2.705,75786,2.725,2.77,2.672 -06/20/2024,2.741,176172,2.903,2.948,2.723 -06/18/2024,2.909,138102,2.772,2.916,2.772 -06/17/2024,2.788,133930,2.846,2.848,2.759 -06/14/2024,2.881,138507,2.921,3.00,2.87 -06/13/2024,2.959,180293,3.028,3.091,2.898 -06/12/2024,3.045,189009,3.13,3.132,2.995 -06/11/2024,3.129,200816,2.985,3.159,2.966 -06/10/2024,2.906,236721,2.98,3.096,2.862 -06/07/2024,2.918,178128,2.814,2.967,2.791 -06/06/2024,2.821,174954,2.762,2.877,2.724 -06/05/2024,2.757,188623,2.617,2.787,2.605 -06/04/2024,2.586,205603,2.772,2.829,2.573 -06/03/2024,2.756,213955,2.645,2.799,2.628 -05/31/2024,2.587,124893,2.57,2.624,2.518 -05/30/2024,2.572,152087,2.662,2.682,2.562 -05/29/2024,2.493,2512,2.594,2.669,2.417 -05/28/2024,2.59,59517,2.503,2.621,2.475 -05/24/2024,2.52,48907,2.676,2.709,2.493 -05/23/2024,2.657,110796,2.799,2.924,2.64 -05/22/2024,2.842,168918,2.665,2.851,2.609 -05/21/2024,2.671,160134,2.733,2.798,2.64 -05/20/2024,2.751,191048,2.659,2.756,2.625 -05/17/2024,2.626,161597,2.487,2.654,2.485 -05/16/2024,2.495,209899,2.405,2.575,2.389 -05/15/2024,2.416,164802,2.343,2.424,2.313 -05/14/2024,2.344,142270,2.362,2.397,2.306 -05/13/2024,2.381,153587,2.25,2.384,2.214 -05/10/2024,2.252,132733,2.307,2.344,2.242 -05/09/2024,2.301,195903,2.186,2.316,2.153 -05/08/2024,2.187,138146,2.219,2.274,2.167 -05/07/2024,2.207,135646,2.206,2.23,2.142 -05/06/2024,2.195,183955,2.17,2.262,2.133 -05/03/2024,2.142,197601,2.031,2.16,2.012 -05/02/2024,2.035,143150,1.931,2.05,1.927 -05/01/2024,1.932,128497,1.954,1.97,1.913 -04/30/2024,1.991,140670,2.05,2.092,1.951 -04/29/2024,2.03,149879,1.923,2.056,1.916 -04/26/2024,1.614,3280,1.622,1.628,1.482 -04/25/2024,1.638,53102,1.644,1.675,1.583 -04/24/2024,1.653,55521,1.836,1.84,1.634 -04/23/2024,1.812,65647,1.798,1.848,1.745 -04/22/2024,1.791,98441,1.765,1.80,1.721 -04/19/2024,1.752,138745,1.741,1.806,1.724 -04/18/2024,1.757,148136,1.722,1.78,1.713 -04/17/2024,1.712,126398,1.68,1.724,1.66 -04/16/2024,1.732,198201,1.695,1.802,1.649 -04/15/2024,1.691,145633,1.772,1.792,1.678 -04/12/2024,1.77,136934,1.767,1.785,1.731 -04/11/2024,1.764,197063,1.874,1.892,1.754 -04/10/2024,1.885,142646,1.888,1.943,1.867 -04/09/2024,1.872,175301,1.847,1.924,1.838 -04/08/2024,1.844,175098,1.77,1.85,1.746 -04/05/2024,1.785,144150,1.779,1.823,1.755 -04/04/2024,1.774,165535,1.844,1.853,1.769 -04/03/2024,1.841,123203,1.852,1.906,1.836 -04/02/2024,1.862,159336,1.837,1.881,1.778 -04/01/2024,1.837,152524,1.755,1.853,1.706 -03/28/2024,1.763,135278,1.717,1.786,1.686 -03/27/2024,1.718,129942,1.789,1.789,1.704 -03/26/2024,1.575,3371,1.608,1.647,1.481 -03/25/2024,1.615,56919,1.664,1.675,1.589 -03/22/2024,1.659,36237,1.684,1.712,1.647 -03/21/2024,1.683,67147,1.699,1.713,1.651 -03/20/2024,1.699,101079,1.75,1.765,1.686 -03/19/2024,1.744,110687,1.717,1.769,1.701 -03/18/2024,1.703,128551,1.689,1.762,1.684 -03/15/2024,1.655,137507,1.757,1.774,1.646 -03/14/2024,1.741,145899,1.668,1.767,1.643 -03/13/2024,1.658,151262,1.713,1.717,1.651 -03/12/2024,1.714,177303,1.758,1.823,1.691 -03/11/2024,1.759,138099,1.805,1.841,1.746 -03/08/2024,1.805,127482,1.796,1.837,1.755 -03/07/2024,1.818,158271,1.929,1.955,1.782 -03/06/2024,1.929,97166,1.95,1.983,1.921 -03/05/2024,1.957,135677,1.928,2.009,1.89 -03/04/2024,1.916,175883,1.873,1.989,1.87 -03/01/2024,1.835,96476,1.852,1.888,1.81 -02/29/2024,1.86,136204,1.868,1.918,1.829 -02/28/2024,1.885,137668,1.817,1.906,1.782 -02/27/2024,1.615,3637,1.625,1.72,1.511 -02/26/2024,1.659,76273,1.66,1.73,1.594 -02/23/2024,1.603,43961,1.722,1.722,1.581 -02/22/2024,1.732,75873,1.784,1.784,1.661 -02/21/2024,1.773,156989,1.719,1.792,1.677 -02/20/2024,1.576,181172,1.533,1.709,1.522 -02/16/2024,1.609,147937,1.589,1.637,1.575 -02/15/2024,1.581,162798,1.611,1.669,1.573 -02/14/2024,1.609,185262,1.669,1.685,1.59 -02/13/2024,1.689,228527,1.754,1.786,1.654 -02/12/2024,1.768,203139,1.805,1.863,1.732 -02/09/2024,1.847,197972,1.885,1.885,1.817 -02/08/2024,1.917,187430,1.97,1.993,1.867 -02/07/2024,1.967,155307,2.003,2.04,1.956 -02/06/2024,2.009,126731,2.068,2.102,1.997 -02/05/2024,2.082,122046,2.11,2.127,2.041 -02/02/2024,2.079,113371,2.054,2.10,2.021 -02/01/2024,2.05,144658,2.134,2.168,2.033 -01/31/2024,2.10,129449,2.09,2.158,2.037 -01/30/2024,2.077,128097,2.06,2.119,2.046 -01/29/2024,2.49,3257,2.68,2.76,2.411 -01/26/2024,2.712,52166,2.607,2.804,2.424 -01/25/2024,2.571,41814,2.683,2.884,2.526 -01/24/2024,2.641,59171,2.498,2.696,2.495 -01/23/2024,2.45,61508,2.437,2.494,2.325 -01/22/2024,2.419,107697,2.38,2.47,2.311 -01/19/2024,2.519,122744,2.712,2.712,2.514 -01/18/2024,2.697,140927,2.876,2.96,2.666 -01/17/2024,2.87,135826,2.843,2.958,2.756 -01/16/2024,2.90,212873,3.113,3.189,2.822 -01/12/2024,3.313,240825,3.118,3.377,3.102 -01/11/2024,3.097,221150,3.029,3.231,2.945 -01/10/2024,3.039,243997,3.167,3.226,2.956 -01/09/2024,3.19,332415,2.943,3.392,2.884 -01/08/2024,2.98,214799,2.95,3.012,2.694 -01/05/2024,2.893,180622,2.845,2.906,2.681 -01/04/2024,2.821,198251,2.688,2.863,2.681 -01/03/2024,2.668,159463,2.575,2.719,2.537 -01/02/2024,2.568,126107,2.605,2.675,2.524 -12/29/2023,2.514,84654,2.539,2.561,2.489 -12/28/2023,2.557,111666,2.455,2.576,2.412 -12/27/2023,2.619,3600,2.58,2.722,2.562 -12/26/2023,2.55,39365,2.545,2.581,2.454 -12/22/2023,2.61,39974,2.584,2.62,2.528 -12/21/2023,2.572,77452,2.427,2.604,2.408 -12/20/2023,2.447,120110,2.557,2.59,2.41 -12/19/2023,2.492,156635,2.519,2.565,2.385 -12/18/2023,2.503,132292,2.503,2.597,2.488 -12/15/2023,2.491,166119,2.408,2.544,2.38 -12/14/2023,2.392,140708,2.353,2.422,2.328 -12/13/2023,2.335,211486,2.278,2.385,2.235 -12/12/2023,2.311,188576,2.438,2.461,2.276 -12/11/2023,2.431,291551,2.49,2.49,2.294 -12/08/2023,2.581,154274,2.559,2.61,2.538 -12/07/2023,2.585,209010,2.569,2.621,2.489 -12/06/2023,2.569,200485,2.699,2.757,2.541 -12/05/2023,2.71,112192,2.699,2.786,2.675 -12/04/2023,2.694,146503,2.728,2.752,2.649 -12/01/2023,2.814,124989,2.809,2.844,2.754 -11/30/2023,2.802,134638,2.799,2.855,2.761 -11/29/2023,2.804,136799,2.792,2.87,2.76 -11/28/2023,2.706,3570,2.79,2.815,2.669 -11/27/2023,2.794,51649,2.778,2.82,2.709 -11/24/2023,2.855,28008,2.897,2.951,2.798 -11/22/2023,2.897,54887,2.867,2.922,2.819 -11/21/2023,2.846,91046,2.886,2.921,2.841 -11/20/2023,2.882,102008,2.957,2.958,2.864 -11/17/2023,2.96,146388,3.055,2.98,2.95 -11/16/2023,3.062,168252,3.151,3.055,3.049 -11/15/2023,3.19,141344,3.106,3.275,3.07 -11/14/2023,3.106,133426,3.233,3.264,3.086 -11/13/2023,3.197,155629,3.064,3.246,3.061 -11/10/2023,3.033,101277,3.038,3.077,2.989 -11/09/2023,3.041,131547,3.122,3.162,3.022 -11/08/2023,3.106,162421,3.176,3.188,3.058 -11/07/2023,3.14,171421,3.273,3.295,3.099 -11/06/2023,3.264,175499,3.373,3.287,3.249 -11/03/2023,3.515,105204,3.51,3.576,3.452 -11/02/2023,3.472,112948,3.506,3.52,3.401 -11/01/2023,3.494,145264,3.60,3.608,3.428 -10/31/2023,3.575,228538,3.33,3.63,3.318 -10/30/2023,3.352,114753,3.40,3.382,3.321 -10/27/2023,3.164,3779,3.251,3.401,3.136 -10/26/2023,3.214,63250,3.028,3.279,2.977 -10/25/2023,3.01,28656,2.975,3.034,2.954 -10/24/2023,2.971,56775,2.918,2.997,2.876 -10/23/2023,2.926,84085,2.905,2.951,2.898 -10/20/2023,2.899,123295,2.959,2.977,2.88 -10/19/2023,2.957,131568,3.072,3.092,2.943 -10/18/2023,3.056,107675,3.061,3.158,3.037 -10/17/2023,3.079,121737,3.124,3.137,3.024 -10/16/2023,3.109,149580,3.185,3.185,3.053 -10/13/2023,3.236,124989,3.346,3.348,3.203 -10/12/2023,3.344,139303,3.385,3.428,3.299 -10/11/2023,3.377,185670,3.405,3.454,3.225 -10/10/2023,3.382,135565,3.371,3.449,3.336 -10/09/2023,3.376,177976,3.35,3.471,3.322 -10/06/2023,3.338,212839,3.183,3.364,3.166 -10/05/2023,3.166,203604,2.988,3.205,2.965 -10/04/2023,2.962,140484,2.94,3.055,2.935 -10/03/2023,2.949,117064,2.842,2.966,2.82 -10/02/2023,2.84,111213,2.958,2.958,2.835 -09/29/2023,2.929,104596,2.949,2.997,2.855 -09/28/2023,2.945,115644,2.891,2.981,2.868 -09/27/2023,2.764,1670,2.656,2.781,2.64 -09/26/2023,2.656,43230,2.638,2.667,2.552 -09/25/2023,2.639,32471,2.657,2.671,2.606 -09/22/2023,2.637,41462,2.624,2.683,2.602 -09/21/2023,2.61,91748,2.732,2.759,2.595 -09/20/2023,2.733,125988,2.819,2.824,2.693 -09/19/2023,2.848,145254,2.729,2.872,2.71 -09/18/2023,2.728,113785,2.624,2.745,2.60 -09/15/2023,2.644,110311,2.704,2.736,2.637 -09/14/2023,2.708,138941,2.715,2.823,2.697 -09/13/2023,2.68,170859,2.747,2.777,2.64 -09/12/2023,2.743,190741,2.62,2.782,2.604 -09/11/2023,2.608,101987,2.61,2.63,2.596 -09/08/2023,2.605,92561,2.579,2.659,2.572 -09/07/2023,2.579,126673,2.516,2.614,2.50 -09/06/2023,2.51,112053,2.584,2.614,2.503 -09/05/2023,2.582,170559,2.70,2.708,2.566 -09/01/2023,2.765,120340,2.765,2.86,2.735 -08/31/2023,2.768,169268,2.803,2.865,2.708 -08/30/2023,2.796,137835,2.68,2.813,2.647 -08/29/2023,2.556,2246,2.579,2.599,2.515 -08/28/2023,2.579,44555,2.635,2.695,2.544 -08/25/2023,2.54,28159,2.517,2.555,2.468 -08/24/2023,2.519,68641,2.484,2.565,2.425 -08/23/2023,2.497,87516,2.56,2.59,2.473 -08/22/2023,2.56,100697,2.618,2.636,2.54 -08/21/2023,2.632,94919,2.56,2.66,2.555 -08/18/2023,2.551,110901,2.623,2.636,2.524 -08/17/2023,2.621,105266,2.605,2.67,2.575 -08/16/2023,2.592,127876,2.664,2.674,2.568 -08/15/2023,2.659,144955,2.81,2.863,2.647 -08/14/2023,2.795,88641,2.776,2.827,2.749 -08/11/2023,2.77,138629,2.78,2.833,2.701 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