Split (1)

train · 2.56M rows

symbol string	datetime string	short_volume int64	total_volume int64	short_volume_ratio_exchange float64	retail_short_ratio float64	institutional_short_ratio float64	market_maker_short_ratio float64
ACM	2020-01-17	4,015,382	10,204,548	0.472911	0.527894	0.366411	0.105695
ACM	2020-01-24	934,105	2,321,134	0.495021	0.417744	0.520859	0.061397
ACM	2020-01-31	2,451,499	5,451,530	0.575698	0.346214	0.508121	0.145666
ACM	2020-02-07	2,860,810	6,648,888	0.445184	0.329514	0.62668	0.043806
ACM	2020-02-14	1,318,907	3,668,912	0.399714	0.29898	0.656159	0.044861
ACM	2020-02-21	4,817,905	9,273,077	0.567394	0.478601	0.483331	0.038068
ACM	2020-02-28	3,613,820	7,517,765	0.535006	0.345565	0.617072	0.037363
ACM	2020-03-06	6,362,791	14,377,201	0.506311	0.282129	0.63276	0.085111
ACM	2020-03-13	4,805,177	15,367,522	0.351449	0.377128	0.538593	0.084279
ACM	2020-03-20	4,608,726	12,482,306	0.419153	0.472554	0.480922	0.046525
ACM	2020-03-27	3,304,807	7,926,726	0.459635	0.42584	0.533409	0.040751
ACM	2020-04-03	3,357,843	7,772,995	0.458946	0.418787	0.538646	0.042566
ACM	2020-04-10	2,980,288	7,160,397	0.48413	0.420112	0.523599	0.056289
ACM	2020-04-17	3,346,607	6,326,556	0.54843	0.336512	0.607353	0.056135
ACM	2020-04-24	3,581,459	7,055,598	0.569799	0.386212	0.541481	0.072307
ACM	2020-05-01	3,091,584	7,032,851	0.497806	0.432507	0.505409	0.062085
ACM	2020-05-08	3,059,513	5,786,026	0.604344	0.390126	0.548034	0.06184
ACM	2020-05-15	3,344,859	7,516,557	0.5179	0.360107	0.601606	0.038286
ACM	2020-05-22	3,262,815	6,325,481	0.611703	0.426188	0.528599	0.045213
ACM	2020-05-29	3,010,466	5,514,886	0.540864	0.424091	0.51518	0.060729
ACM	2020-06-05	5,925,003	10,480,845	0.591019	0.370733	0.576786	0.052481
ACM	2020-06-12	2,809,809	6,731,488	0.460404	0.32755	0.536354	0.136095
ACM	2020-06-19	3,284,092	6,676,419	0.549341	0.368397	0.585064	0.046539
ACM	2020-06-26	2,622,984	5,748,145	0.576599	0.360809	0.593371	0.04582
ACM	2020-07-03	1,743,768	3,161,597	0.572135	0.302226	0.653093	0.044681
ACM	2020-07-10	1,244,090	2,934,579	0.500892	0.454317	0.464064	0.081619
ACM	2020-07-17	1,130,544	2,485,460	0.461038	0.384486	0.566067	0.049447
ACM	2020-07-24	882,514	2,222,962	0.457279	0.314131	0.63893	0.046939
ACM	2020-07-31	997,087	2,968,174	0.393571	0.27394	0.668818	0.057242
ACM	2020-08-07	1,106,491	2,881,743	0.381388	0.306252	0.649196	0.044552
ACM	2020-08-14	1,124,417	2,601,149	0.57859	0.370933	0.566639	0.062428
ACM	2020-08-21	1,339,769	2,688,610	0.578983	0.307143	0.532502	0.160355
ACM	2020-08-28	1,331,067	3,206,811	0.51245	0.312563	0.523676	0.163761
ACM	2020-09-04	3,103,343	5,892,993	0.531897	0.348257	0.570394	0.081349
ACM	2020-09-11	1,346,531	3,033,892	0.493093	0.361288	0.575682	0.063029
ACM	2020-09-18	2,753,314	6,475,044	0.450673	0.238026	0.71621	0.045764
ACM	2020-09-25	2,480,365	4,699,977	0.490771	0.220337	0.732488	0.047176
ACM	2020-10-02	2,561,801	5,823,958	0.471617	0.382006	0.576726	0.041268
ACM	2020-10-09	2,166,783	5,766,322	0.40777	0.384479	0.566998	0.048523
ACM	2020-10-16	1,645,681	3,994,059	0.472284	0.326007	0.640427	0.033566
ACM	2020-10-23	1,231,697	3,168,815	0.408287	0.264573	0.699107	0.03632
ACM	2020-10-30	1,971,374	4,090,041	0.421658	0.250508	0.712191	0.037301
ACM	2020-11-06	2,463,699	7,049,255	0.331827	0.334954	0.561049	0.103997
ACM	2020-11-13	2,313,925	7,075,808	0.324003	0.400641	0.484008	0.115351
ACM	2020-11-20	1,727,182	5,816,019	0.309987	0.437864	0.514545	0.047592
ACM	2020-11-27	1,049,190	2,944,875	0.395647	0.37102	0.570711	0.058269
ACM	2020-12-04	1,767,393	4,593,089	0.390966	0.367802	0.587241	0.044957
ACM	2020-12-11	1,480,646	4,730,210	0.323641	0.374624	0.562922	0.062454
ACM	2020-12-18	2,185,377	6,927,679	0.414279	0.287589	0.669649	0.042762
ACM	2020-12-25	827,177	2,465,304	0.390888	0.354197	0.604196	0.041607
ACM	2021-01-01	939,332	2,032,539	0.476253	0.341388	0.620726	0.037886
ACM	2021-01-08	1,806,320	5,334,329	0.373524	0.419786	0.537797	0.042417
ACM	2021-01-15	1,026,353	2,746,212	0.34407	0.495078	0.469214	0.035708
ACM	2021-01-22	741,967	1,952,046	0.378233	0.412024	0.544145	0.043831
ACM	2021-01-29	1,234,542	3,106,095	0.390286	0.383332	0.563555	0.053113
ACM	2021-02-05	1,219,798	3,017,835	0.453956	0.382566	0.59492	0.022514
ACM	2021-02-12	1,435,864	3,796,820	0.432904	0.401543	0.567151	0.031306
ACM	2021-02-19	1,627,718	3,444,108	0.533883	0.468934	0.502117	0.028948
ACM	2021-02-26	2,022,238	4,117,347	0.571765	0.422199	0.526321	0.05148
ACM	2021-03-05	1,682,391	2,897,526	0.571205	0.369463	0.611453	0.019083
ACM	2021-03-12	1,829,190	3,243,689	0.576632	0.332613	0.64011	0.027277
ACM	2021-03-19	1,864,737	4,441,903	0.57314	0.38644	0.589231	0.02433
ACM	2021-03-26	2,093,939	3,860,766	0.635845	0.415408	0.555624	0.028968
ACM	2021-04-02	1,599,679	3,399,414	0.557109	0.419811	0.55056	0.029629
ACM	2021-04-09	1,413,641	3,494,661	0.585444	0.426787	0.542699	0.030514
ACM	2021-04-16	1,308,300	2,797,539	0.521316	0.41776	0.54712	0.03512
ACM	2021-04-23	1,013,670	2,425,953	0.415746	0.344469	0.622012	0.03352
ACM	2021-04-30	1,948,619	3,290,265	0.440333	0.422348	0.538697	0.038955
ACM	2021-05-07	1,004,449	2,320,234	0.434261	0.431953	0.487786	0.080261
ACM	2021-05-14	1,533,123	3,437,622	0.573478	0.386716	0.516794	0.09649
ACM	2021-05-21	1,044,075	2,743,837	0.437784	0.355354	0.608457	0.036189
ACM	2021-05-28	1,043,472	2,473,394	0.562284	0.366584	0.590746	0.042669
ACM	2021-06-04	925,378	2,419,268	0.498275	0.292077	0.674172	0.033751
ACM	2021-06-11	1,183,714	2,385,527	0.578605	0.325636	0.643901	0.030463
ACM	2021-06-18	1,167,774	2,786,214	0.475424	0.368058	0.600908	0.031034
ACM	2021-06-25	1,414,396	3,303,718	0.504614	0.402907	0.560705	0.036388
ACM	2021-07-02	1,061,972	2,269,126	0.527388	0.321981	0.61903	0.058989
ACM	2021-07-09	845,241	1,686,507	0.552106	0.404446	0.557007	0.038547
ACM	2021-07-16	1,006,560	2,171,281	0.497545	0.331004	0.607135	0.061862
ACM	2021-07-23	1,035,614	2,389,325	0.545674	0.369434	0.594915	0.035651
ACM	2021-07-30	1,028,290	2,219,176	0.554587	0.412015	0.55883	0.029155
ACM	2021-08-06	907,473	1,861,447	0.472592	0.327513	0.639227	0.03326
ACM	2021-08-13	1,409,918	3,328,605	0.519725	0.404394	0.559287	0.036319
ACM	2021-08-20	1,041,380	2,151,555	0.534794	0.349983	0.617689	0.032328
ACM	2021-08-27	1,406,382	2,684,510	0.541463	0.405449	0.559281	0.03527
ACM	2021-09-03	979,135	2,230,189	0.498827	0.368817	0.598732	0.032451
ACM	2021-09-10	912,978	1,641,780	0.587048	0.328621	0.605761	0.065619
ACM	2021-09-17	1,539,602	3,910,717	0.583956	0.361816	0.582036	0.056148
ACM	2021-09-24	1,411,553	3,549,354	0.42064	0.308185	0.65288	0.038935
ACM	2021-10-01	1,025,540	2,292,749	0.444234	0.267806	0.69761	0.034584
ACM	2021-10-08	1,169,669	3,164,574	0.350169	0.189252	0.784551	0.026197
ACM	2021-10-15	872,893	2,343,191	0.419331	0.330531	0.626879	0.042591
ACM	2021-10-22	1,159,741	3,407,552	0.410081	0.40982	0.549923	0.040257
ACM	2021-10-29	1,286,068	2,740,047	0.473245	0.371728	0.533836	0.094436
ACM	2021-11-05	1,094,411	2,761,603	0.400667	0.354044	0.599124	0.046833
ACM	2021-11-12	1,076,074	3,422,040	0.353715	0.439168	0.515061	0.045771
ACM	2021-11-19	1,760,464	4,584,798	0.39095	0.448803	0.508242	0.042955
ACM	2021-11-26	1,436,064	2,742,507	0.479605	0.304035	0.670474	0.025491
ACM	2021-12-03	1,577,176	3,886,167	0.469332	0.357835	0.596547	0.045618
ACM	2021-12-10	1,194,630	2,850,030	0.502547	0.314758	0.64416	0.041082

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