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Traders-Lab
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Preliminary-V2

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validation · 19.2M rows

symbol string	time int64	open float64	high float64	low float64	close float64	volume int64
A	993,081,600	17.249956	17.789955	16.991958	17.747955	3,120,616
A	993,168,000	17.399958	18.215956	17.255959	17.639957	3,436,703
A	993,427,200	17.669958	17.969958	17.519958	17.789959	2,315,927
A	993,513,600	17.579953	17.969953	17.087955	17.519953	3,507,582
A	993,600,000	17.069958	18.299956	17.069958	17.909956	3,380,364
A	993,686,400	18.037858	19.180257	18.037858	19.053991	4,211,056
A	993,772,800	18.939752	20.503034	18.518869	19.541014	5,617,723
A	994,032,000	19.541013	20.142276	19.252408	19.895758	2,152,361
A	994,118,400	19.919957	19.919957	19.391957	19.511957	938,897
A	994,291,200	19.505944	19.763944	18.929946	19.301945	2,075,191
A	994,377,600	19.139951	19.139951	17.483955	18.089954	2,225,896
A	994,636,800	18.089954	18.389952	17.765954	17.945953	1,387,934
A	994,723,200	17.945956	18.239956	16.847958	16.979958	3,387,773
A	994,809,600	17.009961	17.249959	15.719963	16.121964	4,336,736
A	994,896,000	17.099959	18.899954	16.979959	18.443956	3,449,006
A	994,982,400	18.449957	19.253955	17.891959	18.179958	2,782,020
A	995,241,600	18.089952	18.383951	17.099955	17.339952	2,229,810
A	995,328,000	16.985651	18.001784	16.841347	17.737228	2,932,165
A	995,414,400	16.859959	17.543958	16.859959	17.093958	1,461,190
A	995,500,800	17.183956	18.299953	17.183956	17.375956	1,882,267
A	995,587,200	17.225955	17.627953	16.739956	17.339952	2,055,619
A	995,846,400	17.39395	17.60995	16.529953	16.625952	2,068,481
A	995,932,800	16.559957	16.769957	16.199958	16.469957	2,478,794
A	996,019,200	16.439959	16.703959	16.15196	16.703959	2,293,000
A	996,105,600	16.799957	17.729954	16.589958	17.525955	2,545,339
A	996,192,000	17.489959	18.113958	17.285959	18.059958	1,849,135
A	996,451,200	17.429952	17.969951	17.429952	17.651953	1,809,012
A	996,537,600	17.429954	18.179954	17.057957	17.165956	2,143,274
A	996,624,000	17.699955	19.133952	17.531955	19.049952	3,514,572
A	996,710,400	18.899952	19.61995	18.689953	19.049952	2,576,933
A	996,796,800	18.719951	19.409949	18.671951	18.779951	1,418,131
A	997,056,000	18.785948	18.887948	18.305949	18.491949	1,707,797
A	997,142,400	18.491952	19.079949	18.299952	18.61795	1,478,105
A	997,228,800	17.819951	18.359951	17.351953	17.369953	3,093,774
A	997,315,200	17.369959	17.369959	16.811959	17.183958	1,616,368
A	997,401,600	17.189967	17.279967	16.505969	17.153967	2,393,516
A	997,660,800	17.399951	17.609951	16.919954	17.351952	1,203,958
A	997,747,200	17.399955	17.819954	17.399955	17.723955	2,181,859
A	997,833,600	17.339951	17.507951	16.475953	16.709953	1,619,024
A	997,920,000	16.349958	16.649956	15.959959	16.499958	2,513,045
A	998,006,400	16.379959	16.379959	15.707962	15.869961	2,154,877
A	998,265,600	15.659958	15.815959	15.173961	15.653958	2,238,058
A	998,352,000	15.119959	16.199956	14.57996	15.869957	7,619,100
A	998,438,400	16.109955	16.193955	15.599956	15.827955	2,534,294
A	998,524,800	15.82796	16.073959	15.533961	15.70196	3,637,736
A	998,611,200	15.899964	16.829963	15.779965	16.673964	1,958,598
A	998,870,400	16.817957	16.823956	16.229958	16.295958	1,373,815
A	998,956,800	16.319955	16.679955	16.055956	16.499956	1,880,450
A	999,043,200	16.474571	16.594822	16.300205	16.324255	1,934,692
A	999,129,600	16.139964	16.529963	15.545965	15.629965	1,991,451
A	999,216,000	15.53996	16.049959	15.509961	15.899959	1,439,521
A	999,561,600	15.809959	16.169958	15.359961	15.49796	1,868,427
A	999,648,000	15.209962	15.467961	14.555963	14.759964	4,119,067
A	999,734,400	14.609968	14.729967	13.919969	14.399967	3,933,972
A	999,820,800	13.919965	14.549963	13.865965	14.009965	2,353,114
A	1,000,080,000	13.499966	13.907965	13.415966	13.829966	2,746,371
A	1,000,684,800	12.689967	13.487966	12.599968	13.049967	3,550,920
A	1,000,771,200	12.899964	13.439962	12.599964	13.037964	2,132,090
A	1,000,857,600	12.917967	13.799965	12.06597	13.649965	4,091,666
A	1,000,944,000	13.199969	13.20597	12.323972	12.491971	2,919,863
A	1,001,030,400	10.822715	12.295807	10.822715	12.115429	4,078,106
A	1,001,289,600	12.325874	13.041376	12.145496	12.626505	2,779,643
A	1,001,376,000	12.719969	12.719969	11.099972	11.86797	3,446,210
A	1,001,462,400	11.969968	12.119968	11.09997	11.579969	3,173,041
A	1,001,548,800	11.435973	11.543972	11.051974	11.543972	2,527,025
A	1,001,635,200	11.664483	11.977139	11.423978	11.754672	3,049,178
A	1,001,894,400	11.489969	11.681969	11.23197	11.315969	1,960,695
A	1,001,980,800	11.399972	12.05997	11.399972	12.04197	3,390,150
A	1,002,067,200	11.909971	12.887968	11.72997	12.749968	4,097,398
A	1,002,153,600	12.719968	13.349966	12.635968	13.019967	3,655,490
A	1,002,240,000	12.899968	12.929967	12.239969	12.659968	2,721,487
A	1,002,499,200	12.539971	13.19397	12.359971	12.85197	2,069,739
A	1,002,585,600	12.85197	12.88197	12.269972	12.467972	1,821,594
A	1,002,672,000	12.329971	13.18797	12.299971	13.163969	2,042,618
A	1,002,758,400	13.277968	14.615965	13.277968	14.471966	4,024,702
A	1,002,844,800	13.991965	14.249965	13.739966	14.015965	3,693,656
A	1,003,104,000	14.051962	14.159962	13.427962	13.937961	2,539,187
A	1,003,190,400	13.799966	14.387965	13.799966	14.285965	1,661,803
A	1,003,276,800	14.699963	14.873963	13.859966	14.171965	2,791,806
A	1,003,363,200	13.709968	13.979969	13.517968	13.619968	1,391,010
A	1,003,449,600	13.565966	14.099966	13.475966	14.015965	1,585,891
A	1,003,708,800	13.619968	14.243966	13.559968	14.165967	1,441,618
A	1,003,795,200	14.165966	14.789964	14.159967	14.309965	1,902,259
A	1,003,881,600	14.23796	14.549959	13.949961	14.53196	1,637,617
A	1,003,968,000	14.099966	14.477964	13.379967	14.477964	2,410,571
A	1,004,054,400	14.339966	14.747965	14.315967	14.603966	1,924,766
A	1,004,313,600	14.315968	14.321967	13.535969	13.757968	1,727,089
A	1,004,400,000	13.679967	13.799966	13.229968	13.319967	1,923,368
A	1,004,486,400	13.439971	13.91997	13.289971	13.361971	1,724,293
A	1,004,572,800	13.271968	13.799966	13.235968	13.739967	1,543,112
A	1,004,659,200	13.889965	14.069964	13.685964	13.979964	1,321,669
A	1,004,918,400	14.069969	14.879966	14.069969	14.687967	2,738,263
A	1,005,004,800	14.837955	15.293954	14.489955	15.293954	2,304,044
A	1,005,091,200	14.993965	15.161965	14.723966	14.819965	1,567,997
A	1,005,177,600	14.759963	15.443961	14.729962	14.849962	2,690,032
A	1,005,264,000	14.639964	14.963964	14.579964	14.879964	1,310,206
A	1,005,523,200	14.615961	14.87996	14.165963	14.783961	2,104,829
A	1,005,609,600	14.519961	14.99996	14.50796	14.969959	2,973,266
A	1,005,696,000	15.065961	15.419962	15.005962	15.185962	2,448,038
A	1,005,782,400	14.999962	15.23396	14.525962	15.017961	2,672,277