symbol stringclasses 68
values | timestamp timestamp[ns, tz=UTC]date 2025-03-24 12:02:00 2026-09-23 20:54:00 | open float64 8.39 1.34k | high float64 8.39 1.34k | low float64 8.39 1.34k | close float64 8.39 1.34k | volume float64 10 718k | trade_count float64 1 2.9k | vwap float64 8.39 1.34k | log_return float64 -2.3 0.3 | bar_range float64 0 0.07 | vwap_dist float64 -0.05 0.04 | log_vol_change float64 -8.93 8.46 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
AAPL | 2025-03-24T13:31:00 | 219.51 | 220.03 | 219 | 219.27 | 14,112 | 140 | 219.611052 | -0.002255 | 0.004697 | -0.001553 | -0.201411 |
AAPL | 2025-03-24T13:32:00 | 219.07 | 219.565 | 219.06 | 219.38 | 8,614 | 92 | 219.28309 | 0.000502 | 0.002302 | 0.000442 | -0.493591 |
AAPL | 2025-03-24T13:33:00 | 219.46 | 220.025 | 219.46 | 219.565 | 5,156 | 78 | 219.774338 | 0.000843 | 0.002573 | -0.000953 | -0.51315 |
AAPL | 2025-03-24T13:34:00 | 219.485 | 219.705 | 218.69 | 218.74 | 6,135 | 91 | 219.077117 | -0.003765 | 0.00464 | -0.001539 | 0.173818 |
AAPL | 2025-03-24T13:35:00 | 218.9 | 219.275 | 218.68 | 218.84 | 7,409 | 84 | 218.943417 | 0.000457 | 0.002719 | -0.000472 | 0.188657 |
AAPL | 2025-03-24T13:36:00 | 218.76 | 219.35 | 218.71 | 219.35 | 9,474 | 88 | 218.899305 | 0.002328 | 0.002918 | 0.002059 | 0.245826 |
AAPL | 2025-03-24T13:37:00 | 219.42 | 220.155 | 219.42 | 220.155 | 17,587 | 109 | 219.844036 | 0.003663 | 0.003339 | 0.001414 | 0.61856 |
AAPL | 2025-03-24T13:38:00 | 220.215 | 220.655 | 220.115 | 220.54 | 16,354 | 95 | 220.426367 | 0.001747 | 0.002449 | 0.000516 | -0.072683 |
AAPL | 2025-03-24T13:39:00 | 220.58 | 220.585 | 220.26 | 220.38 | 13,821 | 92 | 220.373856 | -0.000726 | 0.001475 | 0.000028 | -0.168272 |
AAPL | 2025-03-24T13:40:00 | 220.49 | 220.49 | 220.175 | 220.175 | 8,556 | 85 | 220.311131 | -0.000931 | 0.001431 | -0.000618 | -0.479512 |
AAPL | 2025-03-24T13:41:00 | 220.19 | 220.32 | 220.03 | 220.03 | 12,568 | 128 | 220.182435 | -0.000659 | 0.001318 | -0.000692 | 0.384484 |
AAPL | 2025-03-24T13:42:00 | 219.935 | 219.97 | 219.82 | 219.82 | 4,099 | 56 | 219.909081 | -0.000955 | 0.000682 | -0.000405 | -1.120246 |
AAPL | 2025-03-24T13:43:00 | 219.71 | 219.96 | 219.71 | 219.83 | 9,504 | 99 | 219.834502 | 0.000045 | 0.001137 | -0.00002 | 0.840831 |
AAPL | 2025-03-24T13:44:00 | 219.81 | 219.81 | 219.44 | 219.51 | 9,413 | 88 | 219.705632 | -0.001457 | 0.001686 | -0.00089 | -0.00962 |
AAPL | 2025-03-24T13:45:00 | 219.57 | 219.85 | 219.355 | 219.49 | 10,972 | 103 | 219.540849 | -0.000091 | 0.002255 | -0.000232 | 0.15324 |
AAPL | 2025-03-24T13:46:00 | 219.5 | 219.69 | 219.335 | 219.69 | 5,599 | 53 | 219.427692 | 0.000911 | 0.001616 | 0.001195 | -0.672671 |
AAPL | 2025-03-24T13:47:00 | 219.85 | 220 | 219.83 | 219.89 | 4,785 | 63 | 219.934881 | 0.00091 | 0.000773 | -0.000204 | -0.157072 |
AAPL | 2025-03-24T13:48:00 | 219.87 | 219.99 | 219.85 | 219.9 | 5,969 | 64 | 219.927745 | 0.000045 | 0.000637 | -0.000126 | 0.221052 |
AAPL | 2025-03-24T13:49:00 | 219.98 | 220.08 | 219.79 | 220.08 | 2,309 | 33 | 219.967647 | 0.000818 | 0.001318 | 0.000511 | -0.949499 |
AAPL | 2025-03-24T13:50:00 | 220.16 | 220.32 | 220.155 | 220.2 | 4,344 | 63 | 220.228676 | 0.000545 | 0.000749 | -0.00013 | 0.631778 |
AAPL | 2025-03-24T13:51:00 | 220.18 | 220.18 | 219.965 | 220.12 | 2,560 | 42 | 220.05847 | -0.000363 | 0.000977 | 0.00028 | -0.528628 |
AAPL | 2025-03-24T13:52:00 | 220.06 | 220.22 | 219.975 | 220.09 | 3,934 | 38 | 220.083554 | -0.000136 | 0.001113 | 0.000029 | 0.429513 |
AAPL | 2025-03-24T13:53:00 | 220.045 | 220.23 | 220.03 | 220.19 | 2,466 | 20 | 220.129715 | 0.000454 | 0.000908 | 0.000274 | -0.466908 |
AAPL | 2025-03-24T13:54:00 | 220.36 | 220.36 | 220.08 | 220.2 | 3,747 | 57 | 220.207127 | 0.000045 | 0.001272 | -0.000032 | 0.41822 |
AAPL | 2025-03-24T13:55:00 | 220.11 | 220.44 | 220.11 | 220.39 | 4,742 | 46 | 220.261364 | 0.000862 | 0.001497 | 0.000584 | 0.235447 |
AAPL | 2025-03-24T13:56:00 | 220.43 | 220.62 | 220.43 | 220.62 | 1,532 | 27 | 220.506 | 0.001043 | 0.000861 | 0.000517 | -1.129443 |
AAPL | 2025-03-24T13:57:00 | 220.63 | 220.7 | 220.48 | 220.495 | 2,225 | 32 | 220.638456 | -0.000567 | 0.000998 | -0.00065 | 0.37298 |
AAPL | 2025-03-24T13:58:00 | 220.5 | 220.5 | 220.175 | 220.22 | 1,782 | 32 | 220.306429 | -0.001248 | 0.001476 | -0.000392 | -0.221909 |
AAPL | 2025-03-24T13:59:00 | 220.29 | 220.36 | 220.17 | 220.21 | 2,280 | 35 | 220.256649 | -0.000045 | 0.000863 | -0.000212 | 0.246317 |
AAPL | 2025-03-24T14:00:00 | 220.235 | 220.36 | 220.21 | 220.21 | 4,569 | 52 | 220.285054 | 0 | 0.000681 | -0.000341 | 0.694899 |
AAPL | 2025-03-24T14:01:00 | 220.105 | 220.185 | 220.05 | 220.185 | 2,558 | 41 | 220.099756 | -0.000114 | 0.000613 | 0.000387 | -0.579897 |
AAPL | 2025-03-24T14:02:00 | 220.145 | 220.17 | 219.99 | 219.995 | 4,371 | 59 | 220.102917 | -0.000863 | 0.000818 | -0.00049 | 0.535604 |
AAPL | 2025-03-24T14:03:00 | 220.045 | 220.1 | 219.91 | 220.1 | 2,618 | 41 | 219.985929 | 0.000477 | 0.000863 | 0.000519 | -0.512428 |
AAPL | 2025-03-24T14:04:00 | 220.05 | 220.095 | 219.98 | 219.98 | 1,534 | 23 | 220.035417 | -0.000545 | 0.000523 | -0.000252 | -0.534262 |
AAPL | 2025-03-24T14:05:00 | 220 | 220.19 | 220 | 220.19 | 2,809 | 31 | 220.0625 | 0.000954 | 0.000863 | 0.000579 | 0.604654 |
AAPL | 2025-03-24T14:06:00 | 220.175 | 220.22 | 220.045 | 220.045 | 2,673 | 42 | 220.151549 | -0.000659 | 0.000795 | -0.000484 | -0.049609 |
AAPL | 2025-03-24T14:07:00 | 220.02 | 220.13 | 219.96 | 219.96 | 2,880 | 42 | 220.056731 | -0.000386 | 0.000773 | -0.00044 | 0.074562 |
AAPL | 2025-03-24T14:08:00 | 219.93 | 219.93 | 219.65 | 219.72 | 3,260 | 42 | 219.758512 | -0.001092 | 0.001274 | -0.000175 | 0.123896 |
AAPL | 2025-03-24T14:09:00 | 219.685 | 219.685 | 219.365 | 219.42 | 4,204 | 73 | 219.557432 | -0.001366 | 0.001458 | -0.000626 | 0.25424 |
AAPL | 2025-03-24T14:10:00 | 219.445 | 219.525 | 219.35 | 219.525 | 5,147 | 63 | 219.415637 | 0.000478 | 0.000797 | 0.000498 | 0.202334 |
AAPL | 2025-03-24T14:11:00 | 219.54 | 219.83 | 219.54 | 219.8 | 11,545 | 143 | 219.675477 | 0.001252 | 0.001319 | 0.000567 | 0.807731 |
AAPL | 2025-03-24T14:12:00 | 219.81 | 220.005 | 219.665 | 219.955 | 9,370 | 106 | 219.863185 | 0.000705 | 0.001546 | 0.000418 | -0.208719 |
AAPL | 2025-03-24T14:13:00 | 220 | 220.01 | 219.765 | 219.915 | 14,346 | 119 | 219.910103 | -0.000182 | 0.001114 | 0.000022 | 0.425921 |
AAPL | 2025-03-24T14:14:00 | 219.9 | 219.9 | 219.55 | 219.6 | 4,135 | 51 | 219.664856 | -0.001433 | 0.001594 | -0.000295 | -1.243812 |
AAPL | 2025-03-24T14:15:00 | 219.55 | 219.605 | 219.37 | 219.37 | 6,478 | 76 | 219.509747 | -0.001048 | 0.001071 | -0.000637 | 0.448837 |
AAPL | 2025-03-24T14:16:00 | 219.365 | 219.63 | 219.25 | 219.63 | 6,002 | 79 | 219.428726 | 0.001185 | 0.00173 | 0.000917 | -0.076307 |
AAPL | 2025-03-24T14:17:00 | 219.63 | 219.64 | 219.47 | 219.64 | 3,862 | 55 | 219.52099 | 0.000046 | 0.000774 | 0.000542 | -0.440815 |
AAPL | 2025-03-24T14:18:00 | 219.635 | 219.71 | 219.54 | 219.595 | 5,562 | 65 | 219.627604 | -0.000205 | 0.000774 | -0.000148 | 0.364693 |
AAPL | 2025-03-24T14:19:00 | 219.6 | 219.7 | 219.54 | 219.595 | 5,557 | 81 | 219.627877 | 0 | 0.000729 | -0.00015 | -0.000899 |
AAPL | 2025-03-24T14:20:00 | 219.575 | 219.61 | 219.34 | 219.41 | 5,856 | 79 | 219.470684 | -0.000843 | 0.001231 | -0.000277 | 0.052399 |
AAPL | 2025-03-24T14:21:00 | 219.42 | 219.49 | 219.37 | 219.47 | 3,031 | 41 | 219.429464 | 0.000273 | 0.000547 | 0.000185 | -0.658415 |
AAPL | 2025-03-24T14:22:00 | 219.455 | 219.57 | 219.455 | 219.555 | 2,634 | 31 | 219.528696 | 0.000387 | 0.000524 | 0.00012 | -0.140339 |
AAPL | 2025-03-24T14:23:00 | 219.57 | 219.65 | 219.565 | 219.65 | 2,130 | 38 | 219.610233 | 0.000433 | 0.000387 | 0.000181 | -0.212292 |
AAPL | 2025-03-24T14:24:00 | 219.7 | 219.87 | 219.7 | 219.83 | 3,213 | 52 | 219.803906 | 0.000819 | 0.000773 | 0.000119 | 0.410925 |
AAPL | 2025-03-24T14:25:00 | 219.82 | 219.82 | 219.755 | 219.815 | 1,233 | 21 | 219.801 | -0.000068 | 0.000296 | 0.000064 | -0.957255 |
AAPL | 2025-03-24T14:26:00 | 219.92 | 220.085 | 219.92 | 219.98 | 5,980 | 105 | 219.999655 | 0.00075 | 0.00075 | -0.000089 | 1.578327 |
AAPL | 2025-03-24T14:27:00 | 219.95 | 219.975 | 219.9 | 219.9 | 2,825 | 29 | 219.936346 | -0.000364 | 0.000341 | -0.000165 | -0.749725 |
AAPL | 2025-03-24T14:28:00 | 219.86 | 220.09 | 219.83 | 220.02 | 8,324 | 92 | 219.992507 | 0.000546 | 0.001182 | 0.000125 | 1.080401 |
AAPL | 2025-03-24T14:29:00 | 220.025 | 220.08 | 219.8 | 219.81 | 4,878 | 69 | 220.011488 | -0.000955 | 0.001274 | -0.000916 | -0.534323 |
AAPL | 2025-03-24T14:30:00 | 219.815 | 219.815 | 219.62 | 219.675 | 6,032 | 75 | 219.706665 | -0.000614 | 0.000888 | -0.000144 | 0.212304 |
AAPL | 2025-03-24T14:31:00 | 219.69 | 219.78 | 219.675 | 219.77 | 2,320 | 46 | 219.722737 | 0.000432 | 0.000478 | 0.000215 | -0.955246 |
AAPL | 2025-03-24T14:32:00 | 219.78 | 219.835 | 219.72 | 219.72 | 2,646 | 51 | 219.774701 | -0.000228 | 0.000523 | -0.000249 | 0.131429 |
AAPL | 2025-03-24T14:33:00 | 219.735 | 219.755 | 219.59 | 219.69 | 5,021 | 51 | 219.70151 | -0.000137 | 0.000751 | -0.000052 | 0.640401 |
AAPL | 2025-03-24T14:34:00 | 219.64 | 219.745 | 219.625 | 219.73 | 5,130 | 60 | 219.667868 | 0.000182 | 0.000546 | 0.000283 | 0.021472 |
AAPL | 2025-03-24T14:35:00 | 219.74 | 219.78 | 219.595 | 219.69 | 1,688 | 26 | 219.695769 | -0.000182 | 0.000842 | -0.000026 | -1.111164 |
AAPL | 2025-03-24T14:36:00 | 219.69 | 219.72 | 219.62 | 219.72 | 1,926 | 30 | 219.683438 | 0.000137 | 0.000455 | 0.000166 | 0.131828 |
AAPL | 2025-03-24T14:37:00 | 219.65 | 219.66 | 219.585 | 219.66 | 1,527 | 33 | 219.6165 | -0.000273 | 0.000341 | 0.000198 | -0.232005 |
AAPL | 2025-03-24T14:38:00 | 219.725 | 219.725 | 219.48 | 219.48 | 3,014 | 39 | 219.630185 | -0.00082 | 0.001116 | -0.000684 | 0.67964 |
AAPL | 2025-03-24T14:39:00 | 219.41 | 219.43 | 219.28 | 219.37 | 2,972 | 44 | 219.383963 | -0.000501 | 0.000684 | -0.000064 | -0.014028 |
AAPL | 2025-03-24T14:40:00 | 219.37 | 219.48 | 219.345 | 219.39 | 1,948 | 31 | 219.404063 | 0.000091 | 0.000615 | -0.000064 | -0.422255 |
AAPL | 2025-03-24T14:41:00 | 219.425 | 219.48 | 219.38 | 219.41 | 1,502 | 27 | 219.424762 | 0.000091 | 0.000456 | -0.000067 | -0.259853 |
AAPL | 2025-03-24T14:42:00 | 219.39 | 219.545 | 219.39 | 219.51 | 2,446 | 36 | 219.449118 | 0.000456 | 0.000706 | 0.000277 | 0.4874 |
AAPL | 2025-03-24T14:43:00 | 219.46 | 219.575 | 219.445 | 219.575 | 1,319 | 25 | 219.478889 | 0.000296 | 0.000592 | 0.000438 | -0.617231 |
AAPL | 2025-03-24T14:44:00 | 219.595 | 219.72 | 219.565 | 219.72 | 2,724 | 50 | 219.60975 | 0.00066 | 0.000705 | 0.000502 | 0.724837 |
AAPL | 2025-03-24T14:45:00 | 219.745 | 220.02 | 219.73 | 219.99 | 6,021 | 83 | 219.90125 | 0.001228 | 0.001318 | 0.000404 | 0.792951 |
AAPL | 2025-03-24T14:46:00 | 220 | 220.155 | 220 | 220.1 | 3,773 | 63 | 220.077037 | 0.0005 | 0.000704 | 0.000104 | -0.467284 |
AAPL | 2025-03-24T14:47:00 | 219.99 | 220 | 219.85 | 219.85 | 2,619 | 41 | 219.926419 | -0.001136 | 0.000682 | -0.000347 | -0.364961 |
AAPL | 2025-03-24T14:48:00 | 219.895 | 219.92 | 219.8 | 219.82 | 1,729 | 27 | 219.865938 | -0.000136 | 0.000546 | -0.000209 | -0.415053 |
AAPL | 2025-03-24T14:49:00 | 219.82 | 220 | 219.8 | 220 | 1,886 | 31 | 219.886923 | 0.000819 | 0.000909 | 0.000514 | 0.086867 |
AAPL | 2025-03-24T14:50:00 | 220.01 | 220.08 | 219.98 | 220.08 | 1,627 | 27 | 220.031364 | 0.000364 | 0.000454 | 0.000221 | -0.147636 |
AAPL | 2025-03-24T14:51:00 | 220.09 | 220.14 | 220.05 | 220.07 | 2,195 | 36 | 220.09375 | -0.000045 | 0.000409 | -0.000108 | 0.299285 |
AAPL | 2025-03-24T14:52:00 | 220.07 | 220.24 | 220.07 | 220.19 | 8,262 | 94 | 220.186488 | 0.000545 | 0.000772 | 0.000016 | 1.32515 |
AAPL | 2025-03-24T14:53:00 | 220.09 | 220.16 | 220.02 | 220.04 | 3,006 | 37 | 220.078526 | -0.000681 | 0.000636 | -0.000175 | -1.010845 |
AAPL | 2025-03-24T14:54:00 | 220.065 | 220.08 | 220.02 | 220.04 | 1,085 | 21 | 220.060048 | 0 | 0.000273 | -0.000091 | -1.018442 |
AAPL | 2025-03-24T14:55:00 | 220.065 | 220.1 | 219.895 | 219.895 | 3,385 | 51 | 220.00174 | -0.000659 | 0.000932 | -0.000485 | 1.137148 |
AAPL | 2025-03-24T14:56:00 | 219.88 | 219.94 | 219.77 | 219.89 | 2,759 | 35 | 219.895263 | -0.000023 | 0.000773 | -0.000024 | -0.204419 |
AAPL | 2025-03-24T14:57:00 | 219.88 | 219.88 | 219.74 | 219.82 | 2,400 | 35 | 219.816316 | -0.000318 | 0.000637 | 0.000017 | -0.139345 |
AAPL | 2025-03-24T14:58:00 | 219.815 | 219.84 | 219.665 | 219.695 | 4,020 | 61 | 219.726333 | -0.000569 | 0.000797 | -0.000143 | 0.515645 |
AAPL | 2025-03-24T14:59:00 | 219.67 | 219.75 | 219.67 | 219.75 | 3,609 | 55 | 219.712612 | 0.00025 | 0.000364 | 0.00017 | -0.107823 |
AAPL | 2025-03-24T15:00:00 | 219.72 | 219.85 | 219.61 | 219.74 | 2,822 | 41 | 219.751579 | -0.000046 | 0.001092 | -0.000053 | -0.245908 |
AAPL | 2025-03-24T15:01:00 | 219.74 | 219.825 | 219.71 | 219.755 | 2,437 | 37 | 219.745116 | 0.000068 | 0.000523 | 0.000045 | -0.146622 |
AAPL | 2025-03-24T15:02:00 | 219.745 | 219.82 | 219.66 | 219.79 | 1,959 | 28 | 219.7625 | 0.000159 | 0.000728 | 0.000125 | -0.218234 |
AAPL | 2025-03-24T15:03:00 | 219.755 | 219.835 | 219.755 | 219.79 | 2,078 | 22 | 219.785468 | 0 | 0.000364 | 0.000021 | 0.058943 |
AAPL | 2025-03-24T15:04:00 | 219.8 | 219.86 | 219.765 | 219.79 | 2,495 | 33 | 219.810828 | 0 | 0.000432 | -0.000095 | 0.182802 |
AAPL | 2025-03-24T15:05:00 | 219.835 | 219.94 | 219.8 | 219.94 | 2,878 | 34 | 219.856703 | 0.000682 | 0.000637 | 0.000379 | 0.142754 |
AAPL | 2025-03-24T15:06:00 | 219.955 | 220.2 | 219.93 | 220.17 | 6,387 | 88 | 220.046132 | 0.001045 | 0.001226 | 0.000563 | 0.796978 |
AAPL | 2025-03-24T15:07:00 | 220.08 | 220.41 | 220.08 | 220.345 | 3,577 | 46 | 220.281167 | 0.000795 | 0.001498 | 0.00029 | -0.579617 |
AAPL | 2025-03-24T15:08:00 | 220.39 | 220.68 | 220.37 | 220.58 | 3,803 | 50 | 220.499581 | 0.001066 | 0.001405 | 0.000365 | 0.061249 |
AAPL | 2025-03-24T15:09:00 | 220.595 | 220.595 | 220.52 | 220.54 | 2,265 | 29 | 220.549063 | -0.000181 | 0.00034 | -0.000041 | -0.518037 |
AAPL | 2025-03-24T15:10:00 | 220.55 | 220.56 | 220.42 | 220.5 | 4,666 | 48 | 220.515114 | -0.000181 | 0.000635 | -0.000069 | 0.7225 |
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