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
ACHC	2018-12-28	961,040	1,678,558	0.616328	0.534833	0.436313	0.028854
ACHC	2019-01-04	1,510,762	2,112,934	0.644863	0.684304	0.289235	0.026461
ACHC	2019-01-11	1,484,906	2,547,024	0.57884	0.598102	0.372989	0.02891
ACHC	2019-01-18	1,121,872	1,860,932	0.659624	0.593434	0.373528	0.033038
ACHC	2019-01-25	1,224,420	1,789,201	0.656357	0.706858	0.269527	0.023615
ACHC	2019-02-01	2,557,738	3,505,889	0.659718	0.811396	0.173915	0.014688
ACHC	2019-02-08	1,482,439	3,055,551	0.631845	0.652773	0.3226	0.024627
ACHC	2019-02-15	1,040,581	2,597,302	0.519592	0.65008	0.321386	0.028534
ACHC	2019-02-22	993,477	1,782,998	0.613068	0.552243	0.326049	0.121708
ACHC	2019-03-01	2,789,000	5,062,979	0.586565	0.607309	0.288197	0.104494
ACHC	2019-03-08	2,392,818	3,522,822	0.707655	0.633753	0.340028	0.026219
ACHC	2019-03-15	1,678,453	2,490,234	0.690547	0.658155	0.302141	0.039704
ACHC	2019-03-22	809,390	1,581,257	0.532595	0.62468	0.344229	0.031091
ACHC	2019-03-29	859,378	1,565,749	0.545305	0.592804	0.351078	0.056118
ACHC	2019-04-05	887,581	1,585,198	0.595904	0.564662	0.38212	0.053217
ACHC	2019-04-12	584,688	1,484,651	0.527068	0.583742	0.357846	0.058412
ACHC	2019-04-19	1,244,337	2,561,922	0.619252	0.667203	0.273772	0.059025
ACHC	2019-04-26	1,073,128	1,825,629	0.587232	0.587892	0.3025	0.109608
ACHC	2019-05-03	1,234,318	1,867,415	0.660189	0.566262	0.345219	0.088519
ACHC	2019-05-10	705,153	1,335,842	0.58266	0.531389	0.315435	0.153176
ACHC	2019-05-17	607,124	1,196,545	0.642146	0.569538	0.289264	0.141198
ACHC	2019-05-24	897,251	1,787,483	0.60345	0.621257	0.279029	0.099714
ACHC	2019-05-31	1,741,477	2,470,629	0.701368	0.689526	0.236341	0.074133
ACHC	2019-06-07	905,265	1,627,640	0.599034	0.672242	0.251329	0.076429
ACHC	2019-06-14	1,299,543	2,426,018	0.680119	0.595024	0.298585	0.106391
ACHC	2019-06-21	1,415,477	2,620,320	0.667712	0.754281	0.194387	0.051333
ACHC	2019-06-28	1,138,331	1,722,268	0.67335	0.671075	0.271455	0.05747
ACHC	2019-07-05	433,821	693,263	0.600727	0.56694	0.343467	0.089594
ACHC	2019-07-12	513,202	1,053,884	0.575331	0.633532	0.308573	0.057895
ACHC	2019-07-19	491,366	849,376	0.644535	0.561495	0.33335	0.105155
ACHC	2019-07-26	611,964	2,189,549	0.567931	0.595475	0.30961	0.094914
ACHC	2019-08-02	1,483,759	2,427,752	0.611039	0.64942	0.302302	0.048278
ACHC	2019-08-09	1,155,680	1,477,460	0.794953	0.596135	0.333588	0.070278
ACHC	2019-08-16	544,830	1,109,536	0.60946	0.619027	0.269516	0.111457
ACHC	2019-08-23	563,272	1,015,650	0.690919	0.623138	0.290258	0.086604
ACHC	2019-08-30	629,667	930,314	0.740712	0.600073	0.299846	0.10008
ACHC	2019-09-06	828,286	3,289,069	0.728866	0.532236	0.2885	0.179264
ACHC	2019-09-13	1,732,124	4,250,348	0.6223	0.594158	0.281987	0.123855
ACHC	2019-09-20	1,453,054	2,493,343	0.667183	0.712332	0.223484	0.064184
ACHC	2019-09-27	638,628	1,208,148	0.627229	0.574541	0.334228	0.091231
ACHC	2019-10-04	626,592	1,065,186	0.710226	0.569727	0.348404	0.081868
ACHC	2019-10-11	661,063	1,049,645	0.628787	0.604662	0.31322	0.082119
ACHC	2019-10-18	506,048	1,670,782	0.486199	0.545623	0.324058	0.13032
ACHC	2019-10-25	529,781	1,472,213	0.509476	0.535565	0.323629	0.140806
ACHC	2019-11-01	603,089	1,853,165	0.433609	0.462957	0.381385	0.155658
ACHC	2019-11-08	1,143,342	2,316,208	0.507458	0.649158	0.273479	0.077364
ACHC	2019-11-15	967,039	2,304,780	0.574312	0.666591	0.280296	0.053114
ACHC	2019-11-22	881,949	1,994,357	0.430264	0.718478	0.234308	0.047214
ACHC	2019-11-29	429,595	955,042	0.543693	0.598645	0.327844	0.073511
ACHC	2019-12-06	645,825	1,584,027	0.488093	0.637731	0.289914	0.072355
ACHC	2019-12-13	648,981	1,442,241	0.496581	0.549718	0.313395	0.136887
ACHC	2019-12-20	1,111,663	1,987,971	0.673659	0.619955	0.242379	0.137666
ACHC	2019-12-27	206,969	401,363	0.587309	0.520488	0.396703	0.08281
ACHC	2020-01-03	325,198	618,996	0.600989	0.511427	0.397128	0.091445
ACHC	2020-01-10	502,759	1,044,087	0.615342	0.570231	0.309373	0.120395
ACHC	2020-01-17	748,687	1,104,622	0.679004	0.561145	0.253737	0.185117
ACHC	2020-01-24	388,076	829,165	0.562799	0.611182	0.307581	0.081237
ACHC	2020-01-31	885,673	1,448,089	0.675933	0.520312	0.352297	0.127391
ACHC	2020-02-07	1,411,020	1,845,527	0.770037	0.683605	0.252432	0.063964
ACHC	2020-02-14	997,086	1,197,104	0.751999	0.683424	0.270162	0.046414
ACHC	2020-02-21	780,573	1,552,490	0.544674	0.507489	0.391285	0.101226
ACHC	2020-02-28	1,361,187	2,468,997	0.562848	0.596776	0.317172	0.086052
ACHC	2020-03-06	1,045,462	1,880,389	0.593767	0.406983	0.429255	0.163762
ACHC	2020-03-13	1,387,741	2,401,901	0.598995	0.396674	0.454494	0.148832
ACHC	2020-03-20	1,444,742	3,995,168	0.423472	0.458411	0.4467	0.094889
ACHC	2020-03-27	2,313,320	5,830,296	0.511594	0.432104	0.483945	0.083951
ACHC	2020-04-03	1,817,608	3,938,294	0.499167	0.479599	0.430736	0.089665
ACHC	2020-04-10	1,767,536	2,755,313	0.650224	0.643127	0.262224	0.094648
ACHC	2020-04-17	1,358,793	1,816,468	0.724487	0.523829	0.368052	0.108119
ACHC	2020-04-24	863,070	1,519,130	0.587613	0.484949	0.351508	0.163543
ACHC	2020-05-01	1,099,709	1,971,616	0.642866	0.502376	0.364247	0.133377
ACHC	2020-05-08	1,886,864	3,041,693	0.724357	0.529141	0.397156	0.073703
ACHC	2020-05-15	887,084	2,191,232	0.519705	0.54909	0.368429	0.082482
ACHC	2020-05-22	809,487	2,227,327	0.494614	0.410816	0.514929	0.074255
ACHC	2020-05-29	589,483	1,104,173	0.508955	0.449595	0.468704	0.081701
ACHC	2020-06-05	490,177	1,025,334	0.559117	0.484031	0.403059	0.112909
ACHC	2020-06-12	1,428,906	2,212,476	0.655851	0.473444	0.33742	0.189137
ACHC	2020-06-19	898,224	1,427,378	0.665138	0.482791	0.431664	0.085545
ACHC	2020-06-26	740,937	1,677,842	0.61954	0.496779	0.425595	0.077625
ACHC	2020-07-03	452,117	1,153,940	0.58668	0.42344	0.434303	0.142257
ACHC	2020-07-10	730,120	1,231,740	0.594574	0.586912	0.297216	0.115872
ACHC	2020-07-17	609,706	978,098	0.61158	0.501085	0.398916	0.099998
ACHC	2020-07-24	732,054	1,071,017	0.632763	0.64706	0.279163	0.073777
ACHC	2020-07-31	737,350	1,417,533	0.555098	0.601379	0.324752	0.073869
ACHC	2020-08-07	528,593	1,382,303	0.450364	0.473855	0.416012	0.110133
ACHC	2020-08-14	403,726	746,709	0.604077	0.432807	0.479849	0.087344
ACHC	2020-08-21	327,086	771,028	0.515462	0.363395	0.401937	0.234668
ACHC	2020-08-28	303,771	596,246	0.572722	0.396014	0.346903	0.257084
ACHC	2020-09-04	316,623	786,255	0.503734	0.522182	0.349094	0.128724
ACHC	2020-09-11	445,788	1,006,228	0.469082	0.507105	0.38605	0.106845
ACHC	2020-09-18	505,745	1,087,991	0.445758	0.592167	0.334742	0.07309
ACHC	2020-09-25	828,929	1,142,798	0.711171	0.647564	0.285673	0.066763
ACHC	2020-10-02	574,430	1,259,250	0.556264	0.585276	0.302192	0.112532
ACHC	2020-10-09	407,960	825,947	0.577128	0.535969	0.358204	0.105827
ACHC	2020-10-16	522,009	1,075,529	0.635404	0.593765	0.299055	0.107179
ACHC	2020-10-23	964,340	1,490,308	0.599239	0.656969	0.242882	0.100149
ACHC	2020-10-30	1,105,912	2,221,098	0.517399	0.671731	0.258714	0.069555
ACHC	2020-11-06	886,129	1,824,624	0.60063	0.642025	0.217091	0.140883
ACHC	2020-11-13	632,083	1,559,252	0.476344	0.535218	0.253261	0.211521
ACHC	2020-11-20	462,466	1,267,606	0.374651	0.675803	0.251068	0.073129

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