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
ACGL	2020-11-13	1,858,775	4,186,859	0.522095	0.483088	0.392038	0.124874
ACGL	2020-11-20	2,715,379	4,062,284	0.619215	0.606276	0.359419	0.034305
ACGL	2020-11-27	3,023,003	4,593,279	0.630539	0.667574	0.314904	0.017523
ACGL	2020-12-04	3,221,137	6,285,086	0.45892	0.601942	0.341452	0.056606
ACGL	2020-12-11	2,231,799	6,129,411	0.324747	0.662727	0.280061	0.057211
ACGL	2020-12-18	2,612,890	6,616,894	0.417416	0.626592	0.325353	0.048055
ACGL	2020-12-25	1,113,378	2,388,534	0.420213	0.570986	0.382366	0.046647
ACGL	2021-01-01	1,488,882	2,674,270	0.606664	0.541038	0.421925	0.037037
ACGL	2021-01-08	2,124,336	8,821,881	0.522283	0.541508	0.422084	0.036407
ACGL	2021-01-15	1,305,470	5,060,687	0.427345	0.610561	0.329513	0.059926
ACGL	2021-01-22	1,456,491	5,609,736	0.428665	0.59617	0.362429	0.0414
ACGL	2021-01-29	2,789,485	10,431,301	0.42037	0.556097	0.395156	0.048747
ACGL	2021-02-05	2,000,785	8,394,569	0.321971	0.584646	0.378698	0.036656
ACGL	2021-02-12	3,142,223	10,447,707	0.457948	0.624367	0.348725	0.026908
ACGL	2021-02-19	1,660,748	5,424,993	0.389893	0.595955	0.367259	0.036786
ACGL	2021-02-26	4,999,584	16,592,913	0.371378	0.581571	0.34185	0.076579
ACGL	2021-03-05	4,339,549	16,964,074	0.376274	0.631614	0.336141	0.032244
ACGL	2021-03-12	1,533,334	5,069,475	0.320116	0.634873	0.342772	0.022355
ACGL	2021-03-19	1,662,877	3,771,474	0.50181	0.580579	0.390067	0.029353
ACGL	2021-03-26	1,714,523	3,351,916	0.546935	0.613133	0.360853	0.026014
ACGL	2021-04-02	1,933,090	4,020,066	0.526118	0.632272	0.329805	0.037924
ACGL	2021-04-09	1,567,445	3,526,817	0.493014	0.611865	0.328752	0.059384
ACGL	2021-04-16	2,000,869	3,391,095	0.644904	0.653997	0.301219	0.044783
ACGL	2021-04-23	1,114,049	2,350,998	0.52665	0.638539	0.306177	0.055284
ACGL	2021-04-30	1,718,213	3,687,974	0.530991	0.621417	0.32912	0.049463
ACGL	2021-05-07	2,808,369	4,369,882	0.662125	0.492745	0.371304	0.135952
ACGL	2021-05-14	1,980,185	4,661,106	0.479907	0.538977	0.335669	0.125354
ACGL	2021-05-21	1,280,843	2,990,664	0.507502	0.580899	0.386983	0.032118
ACGL	2021-05-28	1,336,325	2,784,964	0.540597	0.572767	0.378984	0.048249
ACGL	2021-06-04	1,764,206	2,637,643	0.656459	0.510189	0.455713	0.034098
ACGL	2021-06-11	2,785,891	4,967,370	0.659408	0.617601	0.35373	0.02867
ACGL	2021-06-18	2,635,718	4,193,274	0.643565	0.610726	0.358234	0.031039
ACGL	2021-06-25	2,042,054	3,879,108	0.493201	0.565607	0.403353	0.031041
ACGL	2021-07-02	2,082,267	3,987,438	0.556876	0.607374	0.334213	0.058413
ACGL	2021-07-09	1,420,020	3,103,017	0.500243	0.576131	0.391576	0.032293
ACGL	2021-07-16	1,588,723	2,949,928	0.519366	0.611834	0.33351	0.054656
ACGL	2021-07-23	1,958,226	3,597,962	0.585702	0.562274	0.399887	0.037838
ACGL	2021-07-30	1,850,730	6,237,162	0.507342	0.578214	0.378185	0.043602
ACGL	2021-08-06	1,918,906	4,244,194	0.610774	0.526032	0.437109	0.036858
ACGL	2021-08-13	1,661,346	2,542,924	0.640299	0.63804	0.331456	0.030504
ACGL	2021-08-20	1,507,689	2,582,268	0.572442	0.610803	0.348485	0.040712
ACGL	2021-08-27	1,754,606	4,582,935	0.511356	0.579464	0.378565	0.041972
ACGL	2021-09-03	1,643,090	3,737,843	0.555931	0.554976	0.414574	0.03045
ACGL	2021-09-10	2,728,959	4,061,861	0.674382	0.448274	0.452166	0.09956
ACGL	2021-09-17	3,429,148	4,858,317	0.740162	0.549632	0.385294	0.065073
ACGL	2021-09-24	1,432,281	6,815,706	0.450948	0.469446	0.49114	0.039414
ACGL	2021-10-01	1,256,454	5,169,538	0.324539	0.532418	0.435494	0.032088
ACGL	2021-10-08	1,513,717	3,193,737	0.490286	0.545482	0.410063	0.044455
ACGL	2021-10-15	1,485,943	4,231,750	0.432069	0.581377	0.370767	0.047857
ACGL	2021-10-22	919,091	2,548,353	0.397222	0.588369	0.373209	0.038423
ACGL	2021-10-29	1,343,871	3,572,230	0.445164	0.54187	0.313532	0.144597
ACGL	2021-11-05	1,435,680	3,575,853	0.454289	0.611205	0.34006	0.048735
ACGL	2021-11-12	2,475,417	10,147,896	0.423708	0.547371	0.418948	0.033682
ACGL	2021-11-19	1,406,865	3,794,080	0.427917	0.525809	0.443242	0.030949
ACGL	2021-11-26	1,125,320	2,295,646	0.535609	0.532656	0.430798	0.036546
ACGL	2021-12-03	2,059,364	3,525,157	0.571946	0.477645	0.487453	0.034902
ACGL	2021-12-10	1,597,978	2,674,872	0.576302	0.49214	0.458299	0.049561
ACGL	2021-12-17	2,229,482	3,751,132	0.604299	0.590513	0.378089	0.031398
ACGL	2021-12-24	914,267	2,073,974	0.468949	0.564803	0.351047	0.08415
ACGL	2021-12-31	682,426	1,660,276	0.469909	0.632118	0.342256	0.025626
ACGL	2022-01-07	1,688,029	3,749,566	0.470715	0.644583	0.326978	0.028439
ACGL	2022-01-14	1,585,947	4,488,380	0.501304	0.668663	0.308615	0.022722
ACGL	2022-01-21	1,032,946	2,563,002	0.455527	0.563946	0.391507	0.044547
ACGL	2022-01-28	1,992,698	4,384,207	0.51167	0.577949	0.393079	0.028973
ACGL	2022-02-04	2,070,144	3,758,174	0.606388	0.600485	0.367718	0.031797
ACGL	2022-02-11	2,247,816	5,224,256	0.522765	0.569915	0.406472	0.023613
ACGL	2022-02-18	1,707,795	3,463,715	0.469729	0.618348	0.363041	0.018611
ACGL	2022-02-25	1,728,228	3,147,188	0.567125	0.608288	0.374322	0.01739
ACGL	2022-03-04	1,892,289	4,538,362	0.398677	0.518869	0.462461	0.018671
ACGL	2022-03-11	2,718,942	4,934,937	0.549403	0.498432	0.48016	0.021408
ACGL	2022-03-18	2,115,405	3,498,368	0.593124	0.560194	0.412246	0.02756
ACGL	2022-03-25	1,886,307	5,127,169	0.46961	0.627492	0.350294	0.022214
ACGL	2022-04-01	1,844,896	4,531,933	0.449631	0.595908	0.371794	0.032298
ACGL	2022-04-08	1,542,718	3,339,958	0.518375	0.61349	0.357396	0.029114
ACGL	2022-04-15	2,820,640	4,492,886	0.645431	0.588204	0.377952	0.033844
ACGL	2022-04-22	2,069,834	3,990,966	0.555183	0.649157	0.330567	0.020276
ACGL	2022-04-29	2,811,202	7,050,770	0.577681	0.588203	0.380264	0.031534
ACGL	2022-05-06	2,029,610	4,623,162	0.546785	0.565501	0.410208	0.024291
ACGL	2022-05-13	2,856,785	5,167,024	0.584545	0.564018	0.411174	0.024809
ACGL	2022-05-20	1,879,384	3,642,398	0.600025	0.466146	0.51337	0.020484
ACGL	2022-05-27	1,356,865	2,906,092	0.584542	0.507737	0.425256	0.067007
ACGL	2022-06-03	1,186,950	2,252,054	0.618305	0.54734	0.430882	0.021778
ACGL	2022-06-10	974,234	1,726,305	0.602155	0.556052	0.421684	0.022264
ACGL	2022-06-17	2,339,127	3,810,741	0.631561	0.449339	0.531149	0.019512
ACGL	2022-06-24	1,244,320	2,481,289	0.544996	0.536809	0.441418	0.021773
ACGL	2022-07-01	1,324,767	2,851,220	0.518753	0.610085	0.369944	0.019972
ACGL	2022-07-08	1,315,679	2,459,486	0.541021	0.57739	0.399538	0.023072
ACGL	2022-07-15	3,137,265	5,353,060	0.577724	0.548719	0.393797	0.057485
ACGL	2022-07-22	1,314,414	2,592,293	0.52452	0.537989	0.39158	0.07043
ACGL	2022-07-29	1,594,753	3,475,726	0.477975	0.625111	0.341885	0.033004
ACGL	2022-08-05	1,914,121	3,463,421	0.525505	0.603672	0.369545	0.026783
ACGL	2022-08-12	1,165,312	2,064,282	0.555863	0.553788	0.427841	0.018371
ACGL	2022-08-19	1,031,630	2,251,977	0.464403	0.485157	0.485759	0.029085
ACGL	2022-08-26	1,152,102	2,351,258	0.503613	0.606792	0.379116	0.014092
ACGL	2022-09-02	1,147,799	2,317,627	0.542793	0.590031	0.389577	0.020391
ACGL	2022-09-09	893,265	1,688,961	0.528745	0.631663	0.345389	0.022948
ACGL	2022-09-16	1,415,005	2,396,231	0.649035	0.550788	0.406499	0.042713
ACGL	2022-09-23	1,260,455	2,553,477	0.531705	0.588721	0.388536	0.022743
ACGL	2022-09-30	3,171,145	6,360,787	0.517462	0.599658	0.313935	0.086407
ACGL	2022-10-07	2,688,146	6,222,870	0.454834	0.506732	0.394375	0.098892

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