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
ACMR	2019-05-24	128,331	239,641	0.666719	0.666419	0.295474	0.038107
ACMR	2019-05-31	69,820	109,061	0.6423	0.683668	0.256699	0.059633
ACMR	2019-06-07	95,748	287,120	0.558789	0.668363	0.284111	0.047526
ACMR	2019-06-14	148,689	259,230	0.650919	0.555987	0.364457	0.079557
ACMR	2019-06-21	252,721	376,106	0.7655	0.590849	0.369675	0.039476
ACMR	2019-06-28	236,697	320,440	0.765907	0.603268	0.348436	0.048296
ACMR	2019-07-05	91,242	219,463	0.468533	0.639524	0.298651	0.061825
ACMR	2019-07-12	69,287	146,978	0.584657	0.658404	0.252684	0.088912
ACMR	2019-07-19	294,184	501,873	0.688556	0.794366	0.167119	0.038515
ACMR	2019-07-26	67,273	123,192	0.613146	0.775754	0.189253	0.034993
ACMR	2019-08-02	153,450	321,566	0.511756	0.744875	0.189355	0.06577
ACMR	2019-08-09	180,232	304,039	0.582323	0.787614	0.157037	0.055349
ACMR	2019-08-16	387,991	1,199,905	0.481661	0.745396	0.201236	0.053369
ACMR	2019-08-23	215,696	531,852	0.484985	0.769264	0.18705	0.043687
ACMR	2019-08-30	154,807	291,367	0.525761	0.750502	0.195175	0.054323
ACMR	2019-09-06	219,134	435,156	0.589762	0.695278	0.229748	0.074974
ACMR	2019-09-13	174,250	372,748	0.479014	0.727112	0.151784	0.121104
ACMR	2019-09-20	86,052	190,820	0.4814	0.750523	0.21594	0.033537
ACMR	2019-09-27	112,639	218,838	0.554623	0.755655	0.180854	0.063491
ACMR	2019-10-04	75,928	145,193	0.618075	0.60395	0.329914	0.066136
ACMR	2019-10-11	77,664	155,604	0.553419	0.680231	0.241275	0.078494
ACMR	2019-10-18	66,984	147,558	0.503472	0.705931	0.169183	0.124886
ACMR	2019-10-25	122,851	263,749	0.526936	0.680618	0.220158	0.099224
ACMR	2019-11-01	137,506	306,766	0.498265	0.679358	0.171697	0.148945
ACMR	2019-11-08	244,053	459,251	0.603004	0.749429	0.19201	0.058562
ACMR	2019-11-15	165,550	320,744	0.587162	0.561323	0.345512	0.093165
ACMR	2019-11-22	229,975	414,668	0.513284	0.749723	0.209361	0.040916
ACMR	2019-11-29	104,923	218,092	0.500473	0.780313	0.170552	0.049136
ACMR	2019-12-06	127,091	261,014	0.553235	0.719196	0.220886	0.059918
ACMR	2019-12-13	126,324	264,502	0.484686	0.658838	0.240303	0.100859
ACMR	2019-12-20	242,151	543,136	0.506267	0.657024	0.214059	0.128917
ACMR	2019-12-27	217,321	460,147	0.493799	0.783961	0.153861	0.062178
ACMR	2020-01-03	124,782	283,187	0.473165	0.785799	0.161301	0.0529
ACMR	2020-01-10	1,061,173	2,036,019	0.627198	0.747029	0.225493	0.027478
ACMR	2020-01-17	2,601,446	4,556,125	0.610565	0.717332	0.177368	0.1053
ACMR	2020-01-24	2,761,878	4,732,802	0.567362	0.775928	0.185123	0.038949
ACMR	2020-01-31	1,028,233	2,490,773	0.489365	0.593111	0.257962	0.148928
ACMR	2020-02-07	957,980	1,680,588	0.631473	0.697215	0.26841	0.034375
ACMR	2020-02-14	1,301,986	2,279,707	0.661167	0.709962	0.266386	0.023653
ACMR	2020-02-21	1,414,125	2,437,464	0.645562	0.637021	0.32595	0.037029
ACMR	2020-02-28	740,760	1,366,882	0.551026	0.626129	0.330935	0.042936
ACMR	2020-03-06	594,991	1,033,787	0.54063	0.58489	0.317591	0.097519
ACMR	2020-03-13	951,285	1,974,974	0.458377	0.63338	0.261252	0.105369
ACMR	2020-03-20	1,162,837	2,301,305	0.538454	0.599375	0.35153	0.049096
ACMR	2020-03-27	1,333,474	2,069,469	0.617032	0.56592	0.379463	0.054617
ACMR	2020-04-03	548,700	951,994	0.576892	0.574595	0.353338	0.072067
ACMR	2020-04-10	740,799	1,237,072	0.604028	0.61944	0.336816	0.043744
ACMR	2020-04-17	573,820	969,696	0.630304	0.545239	0.359042	0.095719
ACMR	2020-04-24	504,024	906,696	0.638776	0.573684	0.310277	0.116039
ACMR	2020-05-01	665,691	1,166,952	0.586766	0.520823	0.382407	0.09677
ACMR	2020-05-08	796,871	1,423,813	0.555357	0.536636	0.399906	0.063458
ACMR	2020-05-15	1,579,346	2,725,809	0.597749	0.613983	0.348832	0.037184
ACMR	2020-05-22	1,092,466	2,374,258	0.50998	0.638703	0.320237	0.04106
ACMR	2020-05-29	722,879	1,233,414	0.527026	0.582733	0.366805	0.050462
ACMR	2020-06-05	550,623	1,202,068	0.453863	0.567168	0.366364	0.066468
ACMR	2020-06-12	828,595	1,617,723	0.571533	0.517385	0.327578	0.155036
ACMR	2020-06-19	483,791	994,500	0.579139	0.623833	0.314605	0.061562
ACMR	2020-06-26	481,169	960,463	0.537603	0.609849	0.33751	0.052641
ACMR	2020-07-03	540,349	1,045,716	0.598899	0.570822	0.371863	0.057315
ACMR	2020-07-10	1,335,457	2,248,355	0.600593	0.611153	0.324221	0.064626
ACMR	2020-07-17	1,128,717	2,139,834	0.558719	0.597213	0.345288	0.057499
ACMR	2020-07-24	517,446	1,043,672	0.548916	0.574702	0.377467	0.047831
ACMR	2020-07-31	379,384	819,686	0.550442	0.6378	0.312721	0.049479
ACMR	2020-08-07	705,838	1,424,714	0.599057	0.631552	0.326551	0.041897
ACMR	2020-08-14	353,356	730,136	0.502981	0.620654	0.332599	0.046747
ACMR	2020-08-21	420,965	878,329	0.449788	0.519703	0.337289	0.143008
ACMR	2020-08-28	343,568	674,040	0.633633	0.555567	0.292899	0.151533
ACMR	2020-09-04	425,046	914,796	0.481092	0.599827	0.296111	0.104062
ACMR	2020-09-11	1,118,167	2,350,994	0.505088	0.639269	0.322943	0.037788
ACMR	2020-09-18	468,284	1,003,067	0.499542	0.618441	0.339082	0.042478
ACMR	2020-09-25	187,399	555,533	0.379457	0.583782	0.358312	0.057906
ACMR	2020-10-02	285,716	652,876	0.444644	0.5819	0.362447	0.055653
ACMR	2020-10-09	489,163	982,390	0.5333	0.53557	0.420065	0.044365
ACMR	2020-10-16	397,429	893,149	0.399469	0.674879	0.28509	0.040031
ACMR	2020-10-23	230,603	473,207	0.534843	0.643685	0.313165	0.04315
ACMR	2020-10-30	417,363	653,315	0.652283	0.672275	0.29594	0.031785
ACMR	2020-11-06	640,161	1,177,806	0.568509	0.625737	0.263884	0.110379
ACMR	2020-11-13	379,998	725,256	0.534165	0.62667	0.250482	0.122847
ACMR	2020-11-20	312,441	705,181	0.464596	0.72981	0.23525	0.03494
ACMR	2020-11-27	268,629	439,241	0.577923	0.682511	0.277445	0.040043
ACMR	2020-12-04	282,644	607,835	0.552217	0.673485	0.289141	0.037375
ACMR	2020-12-11	271,143	583,980	0.478885	0.695071	0.272762	0.032167
ACMR	2020-12-18	337,272	505,999	0.599883	0.666615	0.263288	0.070096
ACMR	2020-12-25	307,079	502,015	0.660073	0.622774	0.332392	0.044833
ACMR	2021-01-01	600,432	967,507	0.697737	0.670397	0.284179	0.045424
ACMR	2021-01-08	886,510	1,700,632	0.59546	0.655704	0.279503	0.064793
ACMR	2021-01-15	271,394	608,619	0.505664	0.642165	0.286521	0.071314
ACMR	2021-01-22	308,428	897,702	0.467014	0.695745	0.261263	0.042992
ACMR	2021-01-29	364,202	615,297	0.642122	0.621755	0.341824	0.036421
ACMR	2021-02-05	264,013	527,626	0.55985	0.663329	0.304657	0.032014
ACMR	2021-02-12	732,751	1,465,999	0.56275	0.654241	0.320542	0.025217
ACMR	2021-02-19	333,985	760,188	0.547843	0.714326	0.252497	0.033177
ACMR	2021-02-26	532,065	1,017,188	0.555711	0.680744	0.232345	0.086911
ACMR	2021-03-05	754,971	1,211,269	0.609601	0.729603	0.224873	0.045525
ACMR	2021-03-12	548,623	964,045	0.598909	0.593548	0.371784	0.034667
ACMR	2021-03-19	263,527	617,585	0.525495	0.639016	0.310973	0.050011
ACMR	2021-03-26	417,621	744,692	0.541341	0.558999	0.403951	0.03705
ACMR	2021-04-02	310,192	782,568	0.435458	0.594221	0.362234	0.043545
ACMR	2021-04-09	202,325	441,970	0.461414	0.608872	0.344008	0.04712
ACMR	2021-04-16	269,077	546,984	0.515666	0.566159	0.390373	0.043469

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