Split (1)

train · 2.54M 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
AB	2025-01-03	116,184	230,458	0.673431	0.015776	0.950046	0.034178
AB	2025-01-10	65,051	184,288	0.517025	0.014916	0.962603	0.022481
AB	2025-01-17	79,610	293,185	0.227134	0.020856	0.96183	0.017314
AB	2025-01-24	164,224	509,796	0.501434	0.007207	0.986888	0.005904
AB	2025-01-31	181,083	544,913	0.398988	0.010564	0.982633	0.006803
AB	2025-02-07	227,441	845,834	0.388668	0.015003	0.976974	0.008024
AB	2025-02-14	265,114	818,288	0.469237	0.008928	0.984224	0.006848
AB	2025-02-21	132,567	327,775	0.326129	0.009266	0.989014	0.00172
AB	2025-02-28	283,284	1,037,135	0.32577	0.017396	0.978683	0.003921
AB	2025-03-07	185,600	574,171	0.301148	0.006727	0.992261	0.001013
AB	2025-03-14	214,165	696,515	0.328787	0.014099	0.945624	0.040277
AB	2025-03-21	763,859	1,515,940	0.463247	0.018237	0.979788	0.001975
AB	2025-03-28	284,970	775,159	0.310628	0.012838	0.987162	0
AB	2025-04-04	244,534	581,736	0.392121	0.004672	0.995328	0
ABAT	2011-01-07	846,524	1,501,869	0.561052	0.338563	0.465859	0.195578
ABAT	2011-01-14	927,579	1,581,408	0.601626	0.319684	0.513098	0.167218
ABAT	2011-01-21	729,439	1,178,361	0.656578	0.231104	0.577787	0.191109
ABAT	2011-01-28	585,005	1,048,102	0.564586	0.260353	0.539797	0.19985
ABAT	2011-02-04	572,185	926,849	0.598442	0.235177	0.595192	0.169631
ABAT	2011-02-11	514,203	908,311	0.546131	0.272989	0.617919	0.109093
ABAT	2011-02-18	932,334	2,228,531	0.427327	0.1956	0.638328	0.166072
ABAT	2011-02-25	522,234	980,823	0.531981	0.212586	0.620998	0.166416
ABAT	2011-03-04	859,175	1,669,460	0.487229	0.257712	0.506629	0.235658
ABAT	2011-03-11	900,096	2,499,189	0.384366	0.23817	0.552957	0.208874
ABAT	2011-03-18	714,502	1,542,443	0.43999	0.23094	0.649237	0.119823
ABAT	2011-03-25	957,345	1,838,878	0.510498	0.263505	0.623418	0.113077
ABAT	2011-04-01	4,368,881	17,617,018	0.346151	0.194757	0.67251	0.132733
ABAT	2011-04-08	4,464,084	8,826,367	0.542727	0.328079	0.56162	0.1103
ABAT	2011-04-15	2,159,164	3,466,608	0.632854	0.300243	0.588197	0.11156
ABAT	2011-04-22	1,550,034	2,516,748	0.596615	0.352002	0.558817	0.089181
ABAT	2011-04-29	1,251,007	2,473,489	0.511154	0.299007	0.552325	0.148668
ABAT	2011-05-06	1,814,770	3,243,958	0.513478	0.291973	0.586559	0.121468
ABAT	2011-05-13	1,662,220	3,449,251	0.478409	0.293225	0.505757	0.201018
ABAT	2011-05-20	1,219,560	2,132,715	0.607377	0.252834	0.572836	0.17433
ABAT	2011-05-27	1,370,778	2,283,113	0.628055	0.346071	0.500128	0.153801
ABAT	2011-06-03	963,656	1,683,888	0.542759	0.354598	0.475258	0.170144
ABAT	2011-06-10	1,430,769	2,716,037	0.606939	0.312903	0.587468	0.099629
ABAT	2011-06-17	826,372	1,422,713	0.567715	0.249928	0.631159	0.118913
ABAT	2011-06-24	1,664,527	3,024,395	0.544148	0.301311	0.53409	0.164599
ABAT	2011-07-01	2,109,519	7,845,962	0.361319	0.258207	0.631068	0.110725
ABAT	2011-07-08	1,321,709	2,614,434	0.494458	0.36142	0.475358	0.163222
ABAT	2011-07-15	919,093	2,338,601	0.450553	0.45205	0.420215	0.127735
ABAT	2011-07-22	5,968,466	13,186,968	0.505375	0.29126	0.420342	0.288398
ABAT	2011-07-29	1,521,641	3,537,243	0.444072	0.418037	0.407093	0.17487
ABAT	2011-08-05	1,315,058	2,795,401	0.501354	0.398523	0.480349	0.121129
ABAT	2011-08-12	1,056,320	2,210,093	0.491174	0.48271	0.436733	0.080557
ABAT	2011-08-19	960,645	2,716,144	0.383649	0.381008	0.532123	0.086869
ABAT	2011-08-26	912,070	1,489,180	0.607471	0.479804	0.406256	0.113941
ABAT	2011-09-02	916,882	1,710,547	0.649477	0.470473	0.439418	0.090109
ABAT	2011-09-09	444,139	1,111,483	0.443961	0.272681	0.443146	0.284172
ABAT	2011-09-16	378,704	673,827	0.639812	0.38951	0.499988	0.110502
ABAT	2011-09-23	739,219	1,189,661	0.626072	0.303562	0.457702	0.238736
ABAT	2011-09-30	500,237	867,270	0.558703	0.379146	0.531546	0.089308
ABAT	2011-10-07	337,909	1,105,319	0.389733	0.344546	0.581705	0.073748
ABAT	2011-10-14	774,572	1,775,441	0.460779	0.391926	0.446974	0.161101
ABAT	2011-10-21	458,396	914,722	0.563964	0.377532	0.504794	0.117674
ABAT	2011-10-28	512,944	1,617,047	0.375058	0.338462	0.49097	0.170568
ABAT	2011-11-04	707,391	1,660,713	0.343909	0.624219	0.33434	0.041441
ABAT	2011-11-11	396,257	1,266,482	0.383606	0.616708	0.293791	0.089501
ABAT	2011-11-18	207,643	434,135	0.477449	0.556901	0.378699	0.0644
ABAT	2013-04-05	77,922	278,463	0.226792	1	0	0
ABAT	2013-04-12	173,231	390,080	0.439088	1	0	0
ABAT	2013-04-19	69,131	244,824	0.260533	1	0	0
ABAT	2013-04-26	144,695	277,159	0.423053	1	0	0
ABAT	2013-05-03	256,864	650,353	0.437025	1	0	0
ABAT	2013-05-10	98,208	246,455	0.382813	1	0	0
ABAT	2013-05-17	624,809	1,364,183	0.396063	1	0	0
ABAT	2013-05-24	175,408	727,034	0.260613	1	0	0
ABAT	2013-05-31	85,242	285,376	0.283955	1	0	0
ABAT	2013-06-07	161,509	425,306	0.315278	1	0	0
ABAT	2013-06-14	46,734	270,357	0.153196	1	0	0
ABAT	2013-06-21	17,568	186,533	0.09711	1	0	0
ABAT	2013-06-28	13,300	386,911	0.033079	1	0	0
ABAT	2013-07-05	12,140	163,525	0.055882	1	0	0
ABAT	2013-07-12	83,170	278,737	0.251616	1	0	0
ABAT	2013-07-19	148,200	463,045	0.314761	1	0	0
ABAT	2013-07-26	38,372	291,172	0.123171	1	0	0
ABAT	2013-08-02	68,815	251,728	0.259389	1	0	0
ABAT	2013-08-09	54,303	222,670	0.227674	1	0	0
ABAT	2013-08-16	153,032	434,500	0.341397	1	0	0
ABAT	2013-08-23	55,534	218,386	0.247505	1	0	0
ABAT	2013-08-30	58,978	272,055	0.251449	1	0	0
ABAT	2013-09-06	33,221	262,619	0.101109	1	0	0
ABAT	2013-09-13	99,058	241,696	0.402468	1	0	0
ABAT	2013-09-20	202,643	567,251	0.278396	1	0	0
ABAT	2013-09-27	85,420	413,999	0.186929	1	0	0
ABAT	2013-10-04	21,640	155,535	0.150807	1	0	0
ABAT	2013-10-11	42,388	179,545	0.187787	1	0	0
ABAT	2013-10-18	128,712	343,256	0.463565	1	0	0
ABAT	2013-10-25	197,610	649,771	0.363683	1	0	0
ABAT	2013-11-01	125,503	339,730	0.348242	1	0	0
ABAT	2013-11-08	146,522	396,121	0.323699	1	0	0
ABAT	2013-11-15	959,286	2,062,145	0.39437	1	0	0
ABAT	2013-11-22	1,142,315	2,057,052	0.435813	1	0	0
ABAT	2013-11-29	156,320	654,870	0.208752	1	0	0
ABAT	2013-12-06	142,017	589,793	0.251495	1	0	0
ABAT	2013-12-13	165,180	662,317	0.281423	1	0	0
ABAT	2013-12-20	115,428	643,562	0.149447	1	0	0
ABAT	2013-12-27	56,545	252,020	0.176715	1	0	0
ABAT	2014-01-03	124,127	553,727	0.174006	1	0	0

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