Datasets:
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volume
float64 -0.83
23.5
| SAREXT
float64 -1.75
1.39
| BBANDS_168_lower
float64 -0.59
1.55
| ADXR_24
float64 -1.32
2.96
| ADXR_72
float64 -1.28
3.6
| ADXR_168
float64 -1.44
3.07
| DX_24
float64 -0.84
2.95
| STOCHRSI_D
float64 -0.9
0.86
| APO
float64 -16.93
13.1
| TRIX_24
float64 -9.25
5.42
| TRIX_168
float64 -3.71
3.19
| ADOSC
float64 -19.78
17.3
| HT_DCPERIOD
float64 -1.76
3.8
| HT_PHASOR_inphase
float64 -40.65
30.7
| candles_since_start
float64 -1
1
| day_sin
float64 -1
1
| day_cos
float64 -0.99
1
| dayofweek_sin
float64 -0.97
0.97
| dayofyear_sin
float64 -1
1
| dayofyear_cos
float64 -1
1
| target
float64 4.06k
68.7k
| datetime
timestamp[ns]date 2019-09-29 15:00:00
2023-03-17 02:00:00
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
-0.658306 | -0.346546 | -0.462336 | -0.124939 | 3.51295 | 0.899938 | 0.523148 | -0.879569 | -0.232243 | -0.190074 | -1.750301 | -0.141437 | -0.598128 | -0.091463 | -1 | -0.394356 | 0.918958 | -0.781831 | -0.999445 | -0.033324 | 8,030.37 | 2019-09-29T15:00:00 |
-0.66063 | -0.345946 | -0.462387 | -0.137929 | 3.527011 | 0.908001 | 0.218589 | -0.313678 | -0.256722 | -0.216076 | -1.754965 | -0.033029 | -0.501344 | -0.148179 | -0.999934 | -0.394356 | 0.918958 | -0.781831 | -0.999445 | -0.033324 | 7,992.37 | 2019-09-29T16:00:00 |
-0.746731 | -0.345393 | -0.462457 | -0.153903 | 3.533877 | 0.916463 | 0.218589 | 0.070743 | -0.294233 | -0.242533 | -1.759562 | -0.020802 | -0.332337 | -0.338037 | -0.999868 | -0.394356 | 0.918958 | -0.781831 | -0.999445 | -0.033324 | 7,979.04 | 2019-09-29T17:00:00 |
-0.753508 | -0.344885 | -0.462528 | -0.158915 | 3.541345 | 0.925067 | 0.336171 | 0.38853 | -0.314814 | -0.269679 | -1.764096 | -0.032233 | -0.104525 | -0.47941 | -0.999802 | -0.394356 | 0.918958 | -0.781831 | -0.999445 | -0.033324 | 7,956.4 | 2019-09-29T18:00:00 |
-0.681509 | -0.344418 | -0.462589 | -0.163113 | 3.548563 | 0.93345 | 0.46698 | 0.007797 | -0.331318 | -0.298315 | -1.768573 | -0.059596 | 0.174145 | -0.406518 | -0.999736 | -0.394356 | 0.918958 | -0.781831 | -0.999445 | -0.033324 | 7,988.76 | 2019-09-29T19:00:00 |
-0.69188 | -0.343988 | -0.462599 | -0.166921 | 3.556534 | 0.941133 | 0.471991 | 0.044936 | -0.343103 | -0.325242 | -1.772978 | -0.0205 | 0.433444 | -0.369614 | -0.99967 | -0.394356 | 0.918958 | -0.781831 | -0.999445 | -0.033324 | 8,039.64 | 2019-09-29T20:00:00 |
-0.620031 | 0.024513 | -0.462538 | -0.189979 | 3.558232 | 0.947361 | -0.234323 | 0.315894 | -0.346969 | -0.346708 | -1.77729 | -0.005956 | 0.523654 | -0.0571 | -0.999605 | -0.394356 | 0.918958 | -0.781831 | -0.999445 | -0.033324 | 8,072.16 | 2019-09-29T21:00:00 |
-0.609024 | 0.024611 | -0.462447 | -0.218792 | 3.558494 | 0.953163 | -0.390562 | 0.696628 | -0.331963 | -0.36114 | -1.781494 | -0.012843 | 0.64192 | 0.081221 | -0.999539 | -0.394356 | 0.918958 | -0.781831 | -0.999445 | -0.033324 | 8,041.96 | 2019-09-29T22:00:00 |
-0.765114 | 0.024827 | -0.462364 | -0.245742 | 3.559973 | 0.959773 | -0.390562 | 0.73185 | -0.328736 | -0.371746 | -1.785603 | -0.059238 | 0.864487 | -0.064617 | -0.999473 | -0.394356 | 0.918958 | -0.781831 | -0.999445 | -0.033324 | 8,006.53 | 2019-09-29T23:00:00 |
-0.699283 | 0.025034 | -0.462304 | -0.259344 | 3.563203 | 0.966765 | -0.106208 | 0.328098 | -0.298172 | -0.381448 | -1.789629 | -0.105146 | 0.964095 | -0.131927 | -0.999407 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,019.52 | 2019-09-30T00:00:00 |
-0.690182 | 0.025232 | -0.462219 | -0.272421 | 3.566346 | 0.973819 | -0.039209 | -0.127838 | -0.255402 | -0.389205 | -1.793567 | -0.056983 | 0.930045 | -0.080004 | -0.999341 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 7,984.29 | 2019-09-30T01:00:00 |
-0.714901 | 0.025423 | -0.462146 | -0.292713 | 3.568319 | 0.981069 | -0.038379 | -0.584619 | -0.208826 | -0.397557 | -1.797429 | -0.0643 | 0.851198 | 0.237611 | -0.999275 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 7,972.07 | 2019-09-30T02:00:00 |
-0.753333 | 0.025606 | -0.462056 | -0.315592 | 3.570804 | 0.98824 | 0.020274 | -0.769613 | -0.168771 | -0.406882 | -1.801221 | -0.070826 | 0.902567 | 0.528818 | -0.999209 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 7,819.67 | 2019-09-30T03:00:00 |
-0.251766 | -0.344528 | -0.462038 | -0.300525 | 3.579547 | 0.997387 | 0.890034 | -0.902424 | -0.192036 | -0.427119 | -1.805001 | -0.1294 | 1.084432 | 0.413604 | -0.999143 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 7,799.25 | 2019-09-30T04:00:00 |
-0.686627 | -0.344336 | -0.462029 | -0.288792 | 3.586848 | 1.007267 | 0.890034 | -0.902424 | -0.208468 | -0.456713 | -1.808775 | -0.173879 | 1.315086 | 0.014281 | -0.999077 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 7,753.8 | 2019-09-30T05:00:00 |
-0.630817 | -0.344147 | -0.462052 | -0.265977 | 3.592622 | 1.017278 | 0.968914 | -0.902424 | -0.233355 | -0.495999 | -1.812558 | -0.251318 | 1.355396 | -0.187391 | -0.999011 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 7,792.82 | 2019-09-30T06:00:00 |
-0.705686 | -0.343962 | -0.462038 | -0.250635 | 3.59609 | 1.026973 | 0.920285 | -0.686346 | -0.238922 | -0.53922 | -1.816331 | -0.249635 | 1.275715 | -0.407714 | -0.998946 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 7,864.36 | 2019-09-30T07:00:00 |
-0.601367 | -0.343781 | -0.461931 | -0.253176 | 3.596649 | 1.035254 | 0.433024 | -0.097599 | -0.249024 | -0.57955 | -1.820059 | -0.175308 | 1.122681 | -0.614321 | -0.99888 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 7,998.37 | 2019-09-30T08:00:00 |
-0.471803 | -0.343603 | -0.461711 | -0.284416 | 3.590784 | 1.041908 | -0.346372 | 0.491147 | -0.249908 | -0.60738 | -1.823688 | -0.022304 | 0.92988 | -1.178859 | -0.998814 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,042.46 | 2019-09-30T09:00:00 |
-0.634044 | 0.020366 | -0.461467 | -0.319085 | 3.584323 | 1.047991 | -0.550927 | 0.863815 | -0.254111 | -0.621631 | -1.827198 | 0.052794 | 0.744413 | -1.510842 | -0.998748 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,034.78 | 2019-09-30T10:00:00 |
-0.682897 | 0.020538 | -0.461209 | -0.327188 | 3.577464 | 1.054293 | -0.612594 | 0.847034 | -0.245056 | -0.62527 | -1.830592 | 0.032848 | 0.5754 | -1.24398 | -0.998682 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 7,998.43 | 2019-09-30T11:00:00 |
-0.723831 | 0.020886 | -0.460939 | -0.32972 | 3.571486 | 1.060768 | -0.490845 | 0.695739 | -0.234409 | -0.622785 | -1.833886 | -0.019908 | 0.381717 | -0.721182 | -0.998616 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,110.73 | 2019-09-30T12:00:00 |
-0.525704 | 0.021221 | -0.460604 | -0.34074 | 3.55803 | 1.068099 | -0.702404 | 0.695739 | -0.204345 | -0.6075 | -1.837034 | 0.009199 | 0.176815 | 0.133392 | -0.99855 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,197.55 | 2019-09-30T13:00:00 |
-0.56292 | 0.021799 | -0.460203 | -0.323105 | 3.542318 | 1.074193 | -0.340961 | 0.71252 | -0.15594 | -0.576202 | -1.84 | 0.04641 | -0.009825 | 0.945609 | -0.998484 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,280 | 2019-09-30T14:00:00 |
-0.425802 | 0.022704 | -0.459783 | -0.313693 | 3.52322 | 1.080604 | -0.2106 | 0.863815 | -0.084018 | -0.526989 | -1.842755 | 0.178665 | -0.146227 | 1.321378 | -0.998418 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,259.49 | 2019-09-30T15:00:00 |
-0.688478 | 0.023834 | -0.45939 | -0.300231 | 3.503069 | 1.086603 | -0.107239 | 0.794497 | 0.040664 | -0.465859 | -1.845309 | 0.180815 | -0.248493 | 1.086452 | -0.998352 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,219.25 | 2019-09-30T16:00:00 |
-0.764656 | 0.02514 | -0.459008 | -0.289638 | 3.484169 | 1.092699 | -0.278526 | 0.404019 | 0.164 | -0.399113 | -1.847682 | 0.149374 | -0.348552 | 0.6161 | -0.998287 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,259.02 | 2019-09-30T17:00:00 |
-0.731783 | 0.026289 | -0.458555 | -0.268937 | 3.46453 | 1.098359 | -0.16397 | 0.030445 | 0.326706 | -0.326254 | -1.849861 | 0.11303 | -0.450323 | 0.549819 | -0.998221 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,269.65 | 2019-09-30T18:00:00 |
-0.791263 | 0.027301 | -0.458092 | -0.248884 | 3.444235 | 1.104331 | -0.16397 | -0.216465 | 0.468718 | -0.24907 | -1.851844 | 0.092513 | -0.534114 | 0.849062 | -0.998155 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,212 | 2019-09-30T19:00:00 |
-0.741239 | 0.028191 | -0.45765 | -0.272765 | 3.419009 | 1.111996 | -0.46013 | -0.414733 | 0.566466 | -0.173815 | -1.853658 | 0.061612 | -0.579188 | 1.048509 | -0.998089 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,223.76 | 2019-09-30T20:00:00 |
-0.719987 | 0.028974 | -0.457194 | -0.302368 | 3.394134 | 1.120016 | -0.46013 | -0.55253 | 0.607985 | -0.100552 | -1.8553 | 0.042525 | -0.582793 | 0.93671 | -0.998023 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,215.59 | 2019-09-30T21:00:00 |
-0.772976 | 0.029664 | -0.456746 | -0.330738 | 3.370104 | 1.127988 | -0.46013 | -0.825048 | 0.635846 | -0.030717 | -1.856777 | 0.006069 | -0.554904 | 0.451211 | -0.997957 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,285.84 | 2019-09-30T22:00:00 |
-0.781609 | 0.03027 | -0.456265 | -0.341518 | 3.344794 | 1.136417 | -0.362843 | -0.363314 | 0.69179 | 0.040039 | -1.858061 | 0.005947 | -0.499857 | 0.161855 | -0.997891 | -0.201299 | 0.97953 | 0 | -0.99987 | -0.016127 | 8,199.03 | 2019-09-30T23:00:00 |
-0.722875 | 0.030804 | -0.455742 | -0.354928 | 3.32074 | 1.144218 | -0.501462 | -0.44069 | 0.749614 | 0.104147 | -1.859193 | -0.053083 | -0.426005 | 0.100804 | -0.997825 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,266.23 | 2019-10-01T00:00:00 |
-0.754729 | -0.349248 | -0.455182 | -0.371333 | 3.298091 | 1.152462 | -0.584942 | -0.138286 | 0.770778 | 0.16649 | -1.860145 | -0.05717 | -0.34929 | -0.090873 | -0.997759 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,415 | 2019-10-01T01:00:00 |
-0.634674 | 0.031011 | -0.454564 | -0.362167 | 3.270479 | 1.159152 | -0.064726 | -0.011274 | 0.782553 | 0.236526 | -1.860861 | 0.034039 | -0.273945 | -0.148502 | -0.997693 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,392.36 | 2019-10-01T02:00:00 |
-0.639936 | 0.031011 | -0.453916 | -0.305055 | 3.240094 | 1.164775 | 0.189588 | 0.475989 | 0.758243 | 0.309542 | -1.861353 | -0.043486 | -0.199329 | -0.139351 | -0.997628 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,423.56 | 2019-10-01T03:00:00 |
-0.786547 | 0.031314 | -0.453223 | -0.250859 | 3.210374 | 1.170083 | 0.177136 | 0.733331 | 0.742501 | 0.385506 | -1.861614 | -0.084031 | -0.131573 | 0.046998 | -0.997562 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,417.24 | 2019-10-01T04:00:00 |
-0.790684 | 0.031604 | -0.452437 | -0.19553 | 3.181153 | 1.17492 | 0.177136 | 0.638953 | 0.739459 | 0.461694 | -1.861652 | -0.103586 | -0.079171 | 0.114514 | -0.997496 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,382.01 | 2019-10-01T05:00:00 |
-0.724866 | 0.031883 | -0.451635 | -0.157514 | 3.151686 | 1.180246 | -0.123336 | 0.15169 | 0.683871 | 0.533936 | -1.861485 | -0.109027 | -0.054857 | 0.114323 | -0.99743 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,405.03 | 2019-10-01T06:00:00 |
-0.744641 | 0.03215 | -0.450753 | -0.142032 | 3.122628 | 1.185907 | -0.123336 | -0.220628 | 0.625166 | 0.603058 | -1.861107 | -0.076847 | -0.06555 | 0.727887 | -0.997364 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,374 | 2019-10-01T07:00:00 |
-0.752624 | 0.032407 | -0.449862 | -0.160703 | 3.093748 | 1.191772 | -0.123336 | -0.714996 | 0.574587 | 0.665983 | -1.860537 | -0.069311 | -0.091738 | 0.907182 | -0.997298 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,316.81 | 2019-10-01T08:00:00 |
-0.687013 | 0.032653 | -0.44889 | -0.2 | 3.066133 | 1.198027 | -0.416638 | -0.714996 | 0.514017 | 0.71859 | -1.859803 | -0.09805 | -0.108537 | 0.730578 | -0.997232 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,304.63 | 2019-10-01T09:00:00 |
-0.736067 | 0.03289 | -0.447839 | -0.240312 | 3.039743 | 1.203841 | -0.416638 | -0.902424 | 0.467544 | 0.76096 | -1.858911 | -0.147274 | -0.159711 | 0.555208 | -0.997166 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,353 | 2019-10-01T10:00:00 |
-0.745325 | 0.033117 | -0.446699 | -0.276067 | 3.015755 | 1.210252 | -0.471489 | -0.686596 | 0.428255 | 0.797507 | -1.857845 | -0.118919 | -0.248048 | 0.098346 | -0.9971 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,311.46 | 2019-10-01T11:00:00 |
-0.65374 | 0.033335 | -0.44553 | -0.306313 | 2.989476 | 1.216601 | -0.166432 | -0.686596 | 0.423482 | 0.825541 | -1.856626 | -0.17285 | -0.322339 | -0.088845 | -0.997034 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,341 | 2019-10-01T12:00:00 |
-0.645972 | -0.353099 | -0.444345 | -0.324727 | 2.964238 | 1.223881 | -0.281993 | -0.350065 | 0.396386 | 0.848024 | -1.855243 | -0.153339 | -0.36411 | -0.170276 | -0.996968 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,332.69 | 2019-10-01T13:00:00 |
-0.733376 | -0.352993 | -0.443253 | -0.33677 | 2.940284 | 1.232177 | -0.281993 | -0.353466 | 0.300077 | 0.864736 | -1.853705 | -0.147743 | -0.397258 | -0.38293 | -0.996903 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,361.09 | 2019-10-01T14:00:00 |
-0.748375 | -0.35289 | -0.442023 | -0.342004 | 2.913633 | 1.239995 | -0.238654 | 0.198401 | 0.240309 | 0.878133 | -1.852002 | -0.108423 | -0.427483 | -0.445194 | -0.996837 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,423 | 2019-10-01T15:00:00 |
-0.618105 | -0.352788 | -0.44071 | -0.337811 | 2.882415 | 1.246816 | 0.146824 | 0.450617 | 0.197723 | 0.892482 | -1.850112 | -0.042827 | -0.45002 | -0.238955 | -0.996771 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,271.02 | 2019-10-01T16:00:00 |
-0.409469 | 0.03231 | -0.439249 | -0.351985 | 2.854197 | 1.262541 | -0.390876 | 0.238189 | 0.139887 | 0.896364 | -1.848102 | -0.175572 | -0.475241 | -0.129886 | -0.996705 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,287.64 | 2019-10-01T17:00:00 |
-0.704362 | 0.03231 | -0.439138 | -0.365568 | 2.826949 | 1.283165 | -0.390876 | -0.25816 | 0.096182 | 0.892697 | -1.845968 | -0.21345 | -0.510164 | -0.047303 | -0.996639 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,295.66 | 2019-10-01T18:00:00 |
-0.749398 | -0.352995 | -0.439133 | -0.39375 | 2.799511 | 1.303749 | -0.447433 | -0.763645 | 0.037303 | 0.8833 | -1.843708 | -0.178331 | -0.546169 | 0.087377 | -0.996573 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,346.67 | 2019-10-01T19:00:00 |
-0.722378 | -0.352871 | -0.439053 | -0.403457 | 2.768681 | 1.321784 | -0.045026 | -0.508322 | 0.00971 | 0.87264 | -1.841304 | -0.146368 | -0.578447 | 0.06556 | -0.996507 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,291.78 | 2019-10-01T20:00:00 |
-0.748137 | -0.352749 | -0.438909 | -0.412759 | 2.732197 | 1.339712 | -0.045026 | -0.439068 | -0.004638 | 0.856959 | -1.838781 | -0.163251 | -0.607312 | 0.244905 | -0.996441 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,319 | 2019-10-01T21:00:00 |
-0.724766 | -0.35263 | -0.438746 | -0.42069 | 2.696665 | 1.358525 | -0.119433 | -0.246813 | -0.018891 | 0.839063 | -1.836131 | -0.139852 | -0.630424 | -0.063475 | -0.996375 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,290 | 2019-10-01T22:00:00 |
-0.759174 | -0.352513 | -0.438691 | -0.430876 | 2.660746 | 1.376999 | -0.040951 | -0.502136 | -0.056983 | 0.817336 | -1.833367 | -0.145379 | -0.647636 | -0.393349 | -0.996309 | 0.201299 | 0.97953 | 0.781831 | -0.999999 | 0.001075 | 8,282.35 | 2019-10-01T23:00:00 |
-0.754045 | -0.352398 | -0.438502 | -0.444227 | 2.625325 | 1.395338 | -0.040951 | -0.626908 | -0.081376 | 0.792066 | -1.830496 | -0.15996 | -0.652172 | -0.281151 | -0.996244 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,276.17 | 2019-10-02T00:00:00 |
-0.773613 | -0.352286 | -0.438284 | -0.434004 | 2.590547 | 1.413938 | -0.025788 | -0.902424 | -0.10595 | 0.763656 | -1.827522 | -0.188831 | -0.654983 | -0.108491 | -0.996178 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,246.22 | 2019-10-02T01:00:00 |
-0.744744 | -0.352176 | -0.438157 | -0.421572 | 2.55811 | 1.432776 | -0.218826 | -0.902424 | -0.150017 | 0.73087 | -1.824459 | -0.234813 | -0.682759 | -0.009093 | -0.996112 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,239 | 2019-10-02T02:00:00 |
-0.695437 | -0.352068 | -0.438043 | -0.421151 | 2.528214 | 1.452553 | -0.473681 | -0.902424 | -0.194601 | 0.694398 | -1.821313 | -0.212178 | -0.725763 | -0.029266 | -0.996046 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,208.49 | 2019-10-02T03:00:00 |
-0.742388 | -0.351835 | -0.437972 | -0.42607 | 2.499517 | 1.472386 | -0.597491 | -0.902424 | -0.243124 | 0.653275 | -1.818096 | -0.204056 | -0.75825 | -0.055571 | -0.99598 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,158.92 | 2019-10-02T04:00:00 |
-0.696243 | -0.35147 | -0.437915 | -0.45127 | 2.472884 | 1.492157 | -0.773507 | -0.902424 | -0.244899 | 0.605563 | -1.814832 | -0.245806 | -0.76493 | -0.182726 | -0.995914 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,203.46 | 2019-10-02T05:00:00 |
-0.757722 | -0.350955 | -0.437866 | -0.47542 | 2.447479 | 1.513198 | -0.773507 | -0.484708 | -0.237813 | 0.556306 | -1.811501 | -0.227077 | -0.741057 | -0.181091 | -0.995848 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,194.52 | 2019-10-02T06:00:00 |
-0.728193 | -0.350482 | -0.437865 | -0.487512 | 2.419701 | 1.533277 | -0.51644 | -0.094615 | -0.23714 | 0.505837 | -1.808108 | -0.255016 | -0.679892 | -0.238135 | -0.995782 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,232.87 | 2019-10-02T07:00:00 |
-0.783459 | -0.350047 | -0.437866 | -0.510779 | 2.392527 | 1.553187 | -0.49481 | 0.494131 | -0.255445 | 0.457676 | -1.804638 | -0.251596 | -0.597516 | -0.292957 | -0.995716 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,224.87 | 2019-10-02T08:00:00 |
-0.791081 | -0.349647 | -0.437842 | -0.533078 | 2.366228 | 1.572383 | -0.49481 | 0.61249 | -0.248834 | 0.411389 | -1.801095 | -0.248703 | -0.467381 | -0.304005 | -0.99565 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,244.41 | 2019-10-02T09:00:00 |
-0.77448 | -0.349278 | -0.437807 | -0.560733 | 2.341241 | 1.591907 | -0.586178 | 0.811144 | -0.25485 | 0.368501 | -1.797473 | -0.2043 | -0.312239 | -0.417448 | -0.995585 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,255.57 | 2019-10-02T10:00:00 |
-0.722147 | -0.348939 | -0.437799 | -0.56685 | 2.318738 | 1.611227 | -0.417058 | 0.811144 | -0.25736 | 0.329587 | -1.793767 | -0.156814 | -0.221391 | -0.29592 | -0.995519 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,217.24 | 2019-10-02T11:00:00 |
-0.710118 | -0.348628 | -0.437797 | -0.583308 | 2.297272 | 1.629617 | -0.547956 | 0.275069 | -0.267446 | 0.29168 | -1.789996 | -0.167302 | -0.173515 | -0.095196 | -0.995453 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,205.3 | 2019-10-02T12:00:00 |
-0.720204 | -0.348341 | -0.437774 | -0.600472 | 2.27635 | 1.647563 | -0.580315 | -0.313678 | -0.268545 | 0.254269 | -1.786166 | -0.198209 | -0.120423 | 0.067459 | -0.995387 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,229.69 | 2019-10-02T13:00:00 |
-0.725188 | -0.348077 | -0.437755 | -0.617235 | 2.257768 | 1.665877 | -0.630965 | -0.560676 | -0.259911 | 0.219429 | -1.782268 | -0.169429 | -0.043116 | 0.217713 | -0.995321 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,230.4 | 2019-10-02T14:00:00 |
-0.752777 | -0.347834 | -0.437753 | -0.61667 | 2.23741 | 1.684419 | -0.629655 | -0.208873 | -0.242632 | 0.187137 | -1.778301 | -0.13679 | 0.042221 | 0.180799 | -0.995255 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,213.81 | 2019-10-02T15:00:00 |
-0.683017 | 0.030513 | -0.437743 | -0.632871 | 2.216326 | 1.701791 | -0.481382 | 0.012614 | -0.218131 | 0.156176 | -1.774276 | -0.171208 | 0.083619 | 0.179796 | -0.995189 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,225.28 | 2019-10-02T16:00:00 |
-0.674323 | 0.030566 | -0.437722 | -0.656403 | 2.19721 | 1.719423 | -0.667595 | 0.195098 | -0.1656 | 0.127489 | -1.770186 | -0.115887 | 0.055874 | 0.022782 | -0.995123 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,227.57 | 2019-10-02T17:00:00 |
-0.728134 | 0.030618 | -0.437709 | -0.674192 | 2.178028 | 1.736631 | -0.500274 | 0.428896 | -0.119068 | 0.101164 | -1.766033 | -0.112939 | -0.016402 | -0.15634 | -0.995057 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,250.79 | 2019-10-02T18:00:00 |
-0.750951 | 0.030668 | -0.437695 | -0.67394 | 2.159143 | 1.75161 | -0.500274 | 0.796156 | -0.09236 | 0.078656 | -1.761809 | -0.076968 | -0.096137 | -0.117141 | -0.994991 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,218.3 | 2019-10-02T19:00:00 |
-0.754667 | 0.030718 | -0.437606 | -0.671187 | 2.135296 | 1.765621 | -0.441867 | 0.362999 | -0.085264 | 0.057266 | -1.757527 | -0.093339 | -0.171854 | -0.034655 | -0.994926 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,249.65 | 2019-10-02T20:00:00 |
-0.773436 | 0.030767 | -0.437446 | -0.671748 | 2.110599 | 1.778857 | -0.441867 | 0.359001 | -0.066532 | 0.039209 | -1.753176 | -0.070253 | -0.249913 | -0.038748 | -0.99486 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,259.08 | 2019-10-02T21:00:00 |
-0.746749 | 0.030815 | -0.437392 | -0.662865 | 2.08532 | 1.792303 | -0.301228 | 0.359001 | -0.044103 | 0.024672 | -1.748754 | -0.040315 | -0.329419 | -0.008286 | -0.994794 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,352.14 | 2019-10-02T22:00:00 |
-0.646281 | 0.030914 | -0.437356 | -0.629843 | 2.057679 | 1.804453 | 0.268825 | 0.856673 | -0.016132 | 0.019411 | -1.744221 | 0.040099 | -0.406084 | 0.011608 | -0.994728 | 0.394356 | 0.918958 | 0.974928 | -0.999833 | 0.018277 | 8,314.98 | 2019-10-02T23:00:00 |
-0.73087 | 0.03119 | -0.437335 | -0.593191 | 2.03131 | 1.816456 | 0.370118 | 0.666504 | 0.024411 | 0.018918 | -1.739597 | 0.011526 | -0.476382 | 0.070176 | -0.994662 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,317 | 2019-10-03T00:00:00 |
-0.772431 | 0.031572 | -0.437326 | -0.569185 | 2.004998 | 1.828614 | 0.304528 | 0.402618 | 0.064809 | 0.022253 | -1.734883 | -0.018943 | -0.536705 | 0.046618 | -0.994596 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,338 | 2019-10-03T01:00:00 |
-0.757359 | 0.031923 | -0.437317 | -0.556654 | 1.979475 | 1.840487 | 0.315744 | 0.230886 | 0.098445 | 0.029897 | -1.730073 | -0.011077 | -0.583228 | 0.068598 | -0.99453 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,323.92 | 2019-10-03T02:00:00 |
-0.779932 | 0.032247 | -0.437305 | -0.549968 | 1.960313 | 1.85234 | 0.315744 | -0.137772 | 0.127543 | 0.039767 | -1.725174 | -0.036491 | -0.602473 | 0.162963 | -0.994464 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,327.67 | 2019-10-03T03:00:00 |
-0.767892 | 0.032544 | -0.437295 | -0.545742 | 1.942425 | 1.863278 | 0.441021 | -0.305528 | 0.158591 | 0.051402 | -1.720188 | -0.082844 | -0.560576 | 0.364918 | -0.994398 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,279.6 | 2019-10-03T04:00:00 |
-0.744084 | 0.032818 | -0.437263 | -0.560557 | 1.924554 | 1.874446 | 0.002236 | -0.722542 | 0.173075 | 0.060897 | -1.715137 | -0.151408 | -0.456693 | 0.428044 | -0.994332 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,256.6 | 2019-10-03T05:00:00 |
-0.745195 | -0.350495 | -0.437228 | -0.572325 | 1.907597 | 1.885883 | -0.198319 | -0.74532 | 0.175854 | 0.066942 | -1.710033 | -0.222989 | -0.299652 | 0.222154 | -0.994267 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,258.14 | 2019-10-03T06:00:00 |
-0.761413 | -0.350435 | -0.437196 | -0.589791 | 1.888232 | 1.897149 | -0.363878 | -0.889554 | 0.160204 | 0.070241 | -1.704876 | -0.234064 | -0.194954 | 0.175675 | -0.994201 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,285.77 | 2019-10-03T07:00:00 |
-0.752067 | -0.350301 | -0.437152 | -0.602493 | 1.862069 | 1.90766 | -0.270013 | -0.649204 | 0.172205 | 0.073157 | -1.699656 | -0.183818 | -0.175565 | 0.050149 | -0.994135 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,264.34 | 2019-10-03T08:00:00 |
-0.78461 | -0.350104 | -0.437085 | -0.617688 | 1.834248 | 1.918069 | -0.248938 | -0.495337 | 0.165067 | 0.07421 | -1.694383 | -0.162899 | -0.19448 | -0.049393 | -0.994069 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,213 | 2019-10-03T09:00:00 |
-0.66619 | -0.349919 | -0.437011 | -0.648018 | 1.809108 | 1.92916 | -0.784814 | -0.508207 | 0.150042 | 0.070262 | -1.689081 | -0.177695 | -0.220268 | -0.187903 | -0.994003 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,215.26 | 2019-10-03T10:00:00 |
-0.739533 | -0.349594 | -0.43697 | -0.682712 | 1.785104 | 1.940211 | -0.784814 | -0.726253 | 0.096126 | 0.062588 | -1.68375 | -0.181472 | -0.243622 | -0.37232 | -0.993937 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,223.42 | 2019-10-03T11:00:00 |
-0.758094 | -0.349295 | -0.436909 | -0.714396 | 1.756315 | 1.953121 | -0.716068 | -0.77383 | 0.062798 | 0.052654 | -1.678386 | -0.178936 | -0.256031 | -0.338834 | -0.993871 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,218.4 | 2019-10-03T12:00:00 |
-0.75508 | -0.349021 | -0.436907 | -0.746937 | 1.724065 | 1.965955 | -0.716068 | -0.677801 | 0.029643 | 0.040753 | -1.672992 | -0.184657 | -0.266132 | -0.188343 | -0.993805 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,098.93 | 2019-10-03T13:00:00 |
-0.448275 | -0.348768 | -0.436929 | -0.738028 | 1.698656 | 1.981911 | 0.215194 | -0.700105 | -0.045449 | 0.019413 | -1.667621 | -0.235266 | -0.29217 | -0.100264 | -0.993739 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,104.71 | 2019-10-03T14:00:00 |
-0.716894 | -0.348097 | -0.436809 | -0.723116 | 1.672414 | 1.99841 | 0.215194 | -0.760064 | -0.115786 | -0.008526 | -1.662268 | -0.241788 | -0.318489 | -0.230356 | -0.993673 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,170.1 | 2019-10-03T15:00:00 |
-0.652422 | -0.347494 | -0.436694 | -0.740548 | 1.644018 | 2.013848 | -0.336437 | -0.340481 | -0.168734 | -0.03669 | -1.656905 | -0.201485 | -0.312341 | -0.305564 | -0.993607 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,144.61 | 2019-10-03T16:00:00 |
-0.759354 | -0.34695 | -0.436559 | -0.750059 | 1.614743 | 2.026911 | -0.336437 | 0.084441 | -0.207567 | -0.066244 | -1.651543 | -0.176612 | -0.237763 | -0.276557 | -0.993542 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,125 | 2019-10-03T17:00:00 |
-0.761127 | -0.346462 | -0.436556 | -0.759174 | 1.585875 | 2.039897 | -0.336437 | 0.401688 | -0.244453 | -0.097659 | -1.64619 | -0.192657 | -0.076424 | -0.232541 | -0.993476 | 0.571268 | 0.820763 | 0.433884 | -0.999371 | 0.035473 | 8,141.03 | 2019-10-03T18:00:00 |
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Financial ML Lab Dataset
This dataset is a component of the finml-lab project, offering raw and preprocessed cryptocurrency (BTCUSDT) 1-hour OHLCV candlestick market data designed for machine learning experiments and educational purposes.
Raw Data Source
The raw data was sourced from Arthur Neuron's Cryptocurrency Futures OHLCV Dataset 1m 2024 on Kaggle, distributed under the MIT license.
Dataset Structure
├── processed/
│ ├── test_dataset.parquet # Test split for model evaluation
│ └── train_dataset.parquet # Training split for model training
├── raw/
│ ├── BTCUSDT.parquet # Raw BTCUSDT price data from Kaggle
│ └── raw_1h_data.parquet # Aggregated 1-hour candles
└── samples/
├── raw_1h_data.csv # Sample of raw data (first 10 records)
├── train_dataset.csv # Sample of training split (first 10 records)
└── data_overview.md # Detailed description of features
License
This project is licensed under the BSD-3-Clause License.
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