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
ABST	2021-02-19	184,590	321,820	0.712911	0.638213	0.283635	0.078152
ABST	2021-02-26	147,218	239,828	0.694299	0.493118	0.393775	0.113106
ABST	2021-03-05	247,263	343,912	0.771929	0.473459	0.4675	0.05904
ABST	2021-03-12	324,869	489,695	0.745627	0.442262	0.503138	0.0546
ABST	2021-03-19	133,071	172,774	0.79331	0.488497	0.476007	0.035496
ABST	2021-03-26	195,501	296,198	0.713529	0.581222	0.36053	0.058248
ABST	2021-04-02	172,807	294,255	0.660589	0.603198	0.351211	0.045592
ABST	2021-04-09	108,492	141,332	0.820481	0.595431	0.302572	0.101997
ABST	2021-04-16	194,838	358,783	0.647483	0.491166	0.421188	0.087647
ABST	2021-04-23	210,480	269,858	0.813167	0.631486	0.303871	0.064643
ABST	2021-04-30	128,575	202,016	0.72524	0.511142	0.379285	0.109573
ABST	2021-05-07	259,412	580,137	0.696468	0.590505	0.222768	0.186727
ABST	2021-05-14	245,787	327,065	0.81621	0.485752	0.311037	0.203211
ABST	2021-05-21	105,205	343,218	0.463539	0.461126	0.408386	0.130488
ABST	2021-05-28	70,049	159,318	0.47225	0.583845	0.303006	0.113149
ABST	2021-06-04	112,097	260,164	0.774019	0.618993	0.275702	0.105305
ABST	2021-06-11	159,977	380,066	0.597733	0.449888	0.369917	0.180195
ABST	2021-06-18	95,539	335,383	0.352798	0.386413	0.423644	0.189943
ABST	2021-06-25	128,519	457,404	0.494805	0.492724	0.383137	0.124139
ABST	2021-07-02	68,330	247,831	0.37656	0.498943	0.290445	0.210612
ABST	2021-07-09	50,268	148,437	0.443851	0.516509	0.347181	0.136311
ABST	2021-07-16	101,817	185,016	0.546972	0.588081	0.231878	0.180041
ABST	2021-07-23	50,038	99,313	0.544131	0.459969	0.425209	0.114822
ABST	2021-07-30	123,375	195,769	0.667865	0.576952	0.339726	0.083322
ABST	2021-08-06	75,718	144,616	0.572302	0.537396	0.338778	0.123825
ABST	2021-08-13	642,070	925,569	0.590783	0.596519	0.325737	0.077744
ABST	2021-08-20	166,108	328,555	0.527465	0.559891	0.367261	0.072848
ABST	2021-08-27	76,390	162,427	0.541053	0.482236	0.41824	0.099524
ABST	2021-09-03	77,478	136,367	0.646755	0.648456	0.317485	0.034059
ABST	2021-09-10	61,893	142,746	0.62556	0.535508	0.361089	0.103403
ABST	2021-09-17	128,794	239,423	0.678947	0.499655	0.398692	0.101652
ABST	2021-09-24	104,242	154,687	0.753705	0.574425	0.358232	0.067343
ABST	2021-10-01	281,235	666,757	0.666039	0.510056	0.43366	0.056284
ABST	2021-10-08	291,890	550,409	0.751865	0.525386	0.420649	0.053964
ABST	2021-10-15	94,455	189,154	0.534139	0.677945	0.29481	0.027245
ABST	2021-10-22	34,396	154,432	0.400395	0.46305	0.438382	0.098568
ABST	2021-10-29	215,667	543,395	0.668321	0.522185	0.336417	0.141398
ABST	2021-11-05	120,370	200,462	0.564728	0.629806	0.317747	0.052448
ABST	2021-11-12	448,100	672,687	0.669468	0.552732	0.39788	0.049388
ABST	2021-11-19	531,263	881,718	0.709674	0.595515	0.350449	0.054036
ABST	2021-11-26	407,177	1,328,318	0.663462	0.64316	0.292846	0.063993
ABST	2021-12-03	660,375	888,537	0.801267	0.602774	0.321189	0.076037
ABST	2021-12-10	250,129	502,673	0.640847	0.541524	0.413003	0.045474
ABST	2021-12-17	205,964	508,073	0.530883	0.570751	0.380041	0.049208
ABST	2021-12-24	159,479	438,856	0.622807	0.495008	0.404435	0.100557
ABST	2021-12-31	152,680	228,492	0.68884	0.748664	0.20134	0.049996
ABST	2022-01-07	345,163	509,098	0.703983	0.575358	0.389688	0.034954
ABST	2022-01-14	513,412	773,904	0.796095	0.551045	0.395343	0.053611
ABST	2022-01-21	376,071	627,741	0.694357	0.603495	0.351036	0.045469
ABST	2022-01-28	345,094	453,628	0.782168	0.551298	0.395752	0.05295
ABST	2022-02-04	158,726	322,456	0.62518	0.525957	0.427668	0.046375
ABST	2022-02-11	435,825	632,011	0.702574	0.717018	0.248225	0.034757
ABST	2022-02-18	143,900	247,607	0.528304	0.578074	0.35955	0.062376
ABST	2022-02-25	120,379	177,496	0.759066	0.555935	0.398944	0.045121
ABST	2022-03-04	168,975	213,644	0.838825	0.553673	0.412251	0.034075
ABST	2022-03-11	234,314	339,951	0.76797	0.626784	0.322783	0.050432
ABST	2022-03-18	478,230	556,960	0.844938	0.670975	0.304781	0.024244
ABST	2022-03-25	172,580	329,296	0.606843	0.563164	0.379536	0.057301
ABST	2022-04-01	144,739	213,726	0.551933	0.613587	0.312737	0.073676
ABST	2022-04-08	99,259	154,236	0.570188	0.53925	0.407012	0.053739
ABST	2022-04-15	64,467	225,235	0.521273	0.590584	0.338436	0.070981
ABST	2022-04-22	103,690	139,463	0.762985	0.630403	0.34111	0.028486
ABST	2022-04-29	202,910	545,953	0.757689	0.487019	0.47296	0.040021
ABST	2022-05-06	211,194	415,166	0.712773	0.697406	0.277572	0.025021
ABST	2022-05-13	771,376	967,670	0.785273	0.689755	0.284882	0.025362
ABST	2022-05-20	329,953	454,058	0.853101	0.718442	0.262069	0.019488
ABST	2022-05-27	179,860	409,420	0.481131	0.700618	0.225788	0.073595
ABST	2022-06-03	133,816	172,346	0.826225	0.643791	0.329117	0.027092
ABST	2022-06-10	109,005	191,805	0.647456	0.651303	0.30929	0.039407
ABST	2022-06-17	102,362	208,501	0.573076	0.646688	0.32054	0.032772
ABST	2022-06-24	55,061	106,964	0.669087	0.627699	0.324415	0.047887
ABST	2022-07-01	112,099	178,911	0.695063	0.577154	0.372923	0.049923
ABST	2022-07-08	78,002	132,378	0.6681	0.67929	0.284774	0.035936
ABST	2022-07-15	86,475	132,176	0.661944	0.689507	0.211606	0.098887
ABST	2022-07-22	53,726	115,098	0.580226	0.534445	0.315107	0.150448
ABST	2022-07-29	57,424	93,115	0.663131	0.624358	0.19733	0.178312
ABST	2022-08-05	88,604	154,778	0.580065	0.585482	0.296397	0.118122
ABST	2022-08-12	77,115	134,601	0.662198	0.631324	0.25122	0.117456
ABST	2022-08-19	68,418	171,819	0.572376	0.748341	0.178717	0.072941
ABST	2022-08-26	211,228	516,651	0.537267	0.760123	0.200656	0.03922
ABST	2022-09-02	310,349	706,684	0.590686	0.65192	0.282844	0.065236
ABST	2022-09-09	95,171	275,772	0.536412	0.583127	0.303257	0.113616
ABST	2022-09-16	130,535	202,486	0.670319	0.575102	0.287403	0.137495
ABST	2022-09-23	160,195	410,793	0.622346	0.683046	0.258807	0.058148
ABST	2022-09-30	138,918	268,535	0.56139	0.557263	0.278762	0.163975
ABST	2022-10-07	170,178	495,592	0.557696	0.531806	0.266502	0.201692
ABST	2022-10-14	76,005	145,023	0.587388	0.496331	0.309064	0.194605
ABST	2022-10-21	163,896	489,917	0.584027	0.576216	0.31972	0.104064
ABST	2022-10-28	138,181	198,663	0.76277	0.634304	0.264754	0.100942
ABST	2022-11-04	139,381	329,373	0.609187	0.509294	0.365014	0.125692
ABST	2022-11-11	598,001	1,474,754	0.615774	0.604516	0.293778	0.101706
ABST	2022-11-18	203,277	269,380	0.724086	0.682594	0.255287	0.062118
ABST	2022-11-25	164,533	209,699	0.813953	0.538188	0.353821	0.10799
ABST	2022-12-02	110,942	253,848	0.559087	0.611284	0.283458	0.105258
ABST	2022-12-09	163,750	244,392	0.705942	0.495911	0.390237	0.113853
ABST	2022-12-16	166,497	280,605	0.597714	0.588908	0.30266	0.108431
ABST	2022-12-23	103,304	155,644	0.593535	0.736499	0.211204	0.052298
ABST	2022-12-30	68,144	110,724	0.725242	0.415547	0.472435	0.112018
ABST	2023-01-06	167,200	251,237	0.66103	0.34039	0.542333	0.117277
ABST	2023-01-13	59,475	116,651	0.523682	0.598617	0.292059	0.109324

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