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
ABUS	2016-08-26	174,496	337,436	0.465762	0.906573	0.074106	0.019321
ABUS	2016-09-02	108,807	220,145	0.484412	0.868123	0.114179	0.017699
ABUS	2016-09-09	120,294	253,763	0.605496	0.844828	0.125633	0.029538
ABUS	2016-09-16	119,593	249,850	0.40649	0.906567	0.066888	0.026546
ABUS	2016-09-23	246,615	510,434	0.539008	0.909483	0.067606	0.022911
ABUS	2016-09-30	442,391	1,150,065	0.453199	0.877774	0.089263	0.032963
ABUS	2016-10-07	251,761	698,263	0.458027	0.836318	0.12519	0.038491
ABUS	2016-10-14	194,090	507,149	0.437499	0.87505	0.107142	0.017808
ABUS	2016-10-21	163,439	504,011	0.416046	0.880756	0.086915	0.032329
ABUS	2016-10-28	111,789	269,575	0.615246	0.689489	0.278898	0.031613
ABUS	2016-11-04	132,392	322,134	0.571769	0.653599	0.319884	0.026517
ABUS	2016-11-11	154,141	556,622	0.289293	0.808881	0.165828	0.02529
ABUS	2016-11-18	184,673	761,137	0.266673	0.784431	0.138261	0.077308
ABUS	2016-11-25	124,736	496,900	0.264845	0.889917	0.073403	0.03668
ABUS	2016-12-02	539,903	1,259,744	0.385302	0.80138	0.113948	0.084672
ABUS	2016-12-09	401,182	1,101,050	0.375286	0.82603	0.148074	0.025896
ABUS	2016-12-16	537,718	1,588,444	0.390875	0.800788	0.156993	0.042219
ABUS	2016-12-23	360,268	1,054,840	0.399007	0.838741	0.14272	0.018539
ABUS	2016-12-30	413,240	2,925,832	0.376652	0.814472	0.148551	0.036977
ABUS	2017-01-06	428,448	1,746,310	0.422923	0.72861	0.247346	0.024044
ABUS	2017-01-13	352,716	866,626	0.445632	0.750937	0.229552	0.019511
ABUS	2017-01-20	180,811	497,677	0.402304	0.80287	0.186361	0.01077
ABUS	2017-01-27	163,504	304,377	0.555598	0.931013	0.059184	0.009803
ABUS	2017-02-03	168,658	320,233	0.584577	0.839386	0.11963	0.040984
ABUS	2017-02-10	215,444	501,551	0.390766	0.805148	0.068142	0.12671
ABUS	2017-02-17	145,336	279,914	0.501789	0.860036	0.075626	0.064337
ABUS	2017-02-24	45,863	105,803	0.400413	0.824109	0.170267	0.005624
ABUS	2017-03-03	130,040	214,239	0.608734	0.844567	0.135115	0.020318
ABUS	2017-03-10	91,688	245,944	0.415898	0.900025	0.093512	0.006463
ABUS	2017-03-17	1,012,904	2,589,649	0.497537	0.848606	0.136665	0.014729
ABUS	2017-03-24	404,785	929,291	0.438895	0.809137	0.150034	0.040829
ABUS	2017-03-31	198,946	611,316	0.422629	0.617984	0.288991	0.093025
ABUS	2017-04-07	168,722	717,605	0.378004	0.729612	0.216072	0.054316
ABUS	2017-04-14	257,164	598,972	0.431653	0.739179	0.238936	0.021885
ABUS	2017-04-21	202,014	525,359	0.395296	0.781274	0.184001	0.034726
ABUS	2017-04-28	194,180	463,863	0.48333	0.747021	0.212797	0.040182
ABUS	2017-05-05	106,611	250,655	0.418088	0.81467	0.164322	0.021008
ABUS	2017-05-12	199,950	667,358	0.368903	0.865608	0.095904	0.038488
ABUS	2017-05-19	424,413	2,070,313	0.371332	0.843431	0.141917	0.014652
ABUS	2017-05-26	135,958	255,964	0.502349	0.804345	0.101903	0.093753
ABUS	2017-06-02	153,746	336,474	0.451154	0.833492	0.157922	0.008586
ABUS	2017-06-09	759,408	1,130,504	0.412699	0.917586	0.06951	0.012904
ABUS	2017-06-16	237,861	441,076	0.514677	0.869051	0.102093	0.028856
ABUS	2017-06-23	139,139	336,899	0.526572	0.920754	0.07246	0.006786
ABUS	2017-06-30	171,680	336,489	0.556919	0.907959	0.074974	0.017067
ABUS	2017-07-07	67,403	223,664	0.347064	0.896113	0.090143	0.013744
ABUS	2017-07-14	88,687	180,264	0.487542	0.91255	0.082284	0.005167
ABUS	2017-07-21	84,126	206,255	0.415622	0.788019	0.180759	0.031222
ABUS	2017-07-28	93,482	209,176	0.57026	0.843235	0.120502	0.036263
ABUS	2017-08-04	79,092	201,884	0.435233	0.803801	0.165675	0.030525
ABUS	2017-08-11	77,051	162,010	0.477823	0.826438	0.135238	0.038323
ABUS	2017-08-18	53,613	160,276	0.439447	0.78572	0.138079	0.076201
ABUS	2017-08-25	99,117	263,614	0.480508	0.851523	0.137138	0.011339
ABUS	2017-09-01	128,679	457,523	0.411404	0.740979	0.245988	0.013033
ABUS	2017-09-08	91,762	297,681	0.31336	0.883224	0.088964	0.027812
ABUS	2017-09-15	214,614	779,199	0.398359	0.85586	0.128594	0.015545
ABUS	2017-09-22	2,558,530	5,060,948	0.58092	0.910963	0.077781	0.011256
ABUS	2017-09-29	862,977	1,700,751	0.538381	0.772721	0.144399	0.08288
ABUS	2017-10-06	1,363,932	3,023,139	0.423673	0.893882	0.095038	0.01108
ABUS	2017-10-13	697,685	1,352,272	0.471143	0.865033	0.064153	0.070814
ABUS	2017-10-20	417,831	942,781	0.502892	0.907677	0.07723	0.015093
ABUS	2017-10-27	360,977	897,166	0.480477	0.819407	0.161073	0.01952
ABUS	2017-11-03	396,887	1,111,617	0.48583	0.812204	0.17295	0.014845
ABUS	2017-11-10	145,808	440,329	0.366959	0.872961	0.099844	0.027194
ABUS	2017-11-17	218,108	528,087	0.372492	0.867141	0.084206	0.048653
ABUS	2017-11-24	153,501	359,703	0.422653	0.892378	0.090215	0.017407
ABUS	2017-12-01	275,103	724,104	0.416648	0.869819	0.113675	0.016506
ABUS	2017-12-08	224,273	526,759	0.46977	0.838073	0.141239	0.020688
ABUS	2017-12-15	401,311	1,012,501	0.443971	0.760161	0.216014	0.023825
ABUS	2017-12-22	150,938	525,991	0.362808	0.797117	0.188626	0.014257
ABUS	2017-12-29	159,553	376,171	0.49907	0.668872	0.323214	0.007915
ABUS	2018-01-05	219,079	506,947	0.476835	0.775892	0.124002	0.100107
ABUS	2018-01-12	295,322	587,261	0.554451	0.659146	0.329439	0.011415
ABUS	2018-01-19	210,650	462,803	0.431545	0.692309	0.212366	0.095325
ABUS	2018-01-26	182,782	467,784	0.462933	0.835278	0.150178	0.014544
ABUS	2018-02-02	137,108	336,267	0.491728	0.707426	0.284887	0.007687
ABUS	2018-02-09	224,758	624,958	0.427607	0.851265	0.132724	0.016011
ABUS	2018-02-16	221,957	558,835	0.473406	0.843549	0.136327	0.020125
ABUS	2018-02-23	90,165	245,552	0.404299	0.75601	0.205834	0.038156
ABUS	2018-03-02	70,852	188,188	0.484892	0.832141	0.14864	0.019219
ABUS	2018-03-09	117,378	319,461	0.455621	0.668646	0.155044	0.17631
ABUS	2018-03-16	285,260	716,996	0.449075	0.736177	0.104339	0.159484
ABUS	2018-03-23	355,119	929,819	0.367837	0.869406	0.123998	0.006597
ABUS	2018-03-30	164,736	381,492	0.475769	0.743021	0.220351	0.036628
ABUS	2018-04-06	175,292	337,335	0.513454	0.750077	0.231412	0.01851
ABUS	2018-04-13	153,800	411,466	0.395788	0.859576	0.12718	0.013243
ABUS	2018-04-20	120,603	349,051	0.460054	0.840069	0.151541	0.008389
ABUS	2018-04-27	303,215	582,620	0.571112	0.688722	0.166901	0.144377
ABUS	2018-05-04	116,932	488,845	0.383327	0.750401	0.246077	0.003521
ABUS	2018-05-11	164,237	501,477	0.457047	0.808056	0.171191	0.020754
ABUS	2018-05-18	106,562	304,505	0.355778	0.792077	0.198116	0.009807
ABUS	2018-05-25	113,087	267,420	0.487399	0.798349	0.198391	0.00326
ABUS	2018-06-01	127,924	320,309	0.445591	0.727991	0.259939	0.01207
ABUS	2018-06-08	134,670	304,273	0.498383	0.720363	0.263795	0.015842
ABUS	2018-06-15	399,943	1,121,463	0.429666	0.835517	0.144907	0.019576
ABUS	2018-06-22	517,504	1,135,443	0.512217	0.771405	0.207709	0.020887
ABUS	2018-06-29	544,208	1,071,222	0.555147	0.76013	0.234102	0.005768
ABUS	2018-07-06	794,925	1,867,936	0.533198	0.772969	0.223871	0.00316
ABUS	2018-07-13	1,339,668	3,231,014	0.470111	0.741927	0.239721	0.018352
ABUS	2018-07-20	727,966	1,626,627	0.550469	0.796078	0.183879	0.020043

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