Split (1)

train · 2.56M 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
ACRS	2018-11-30	825,349	2,368,044	0.525618	0.66517	0.29776	0.03707
ACRS	2018-12-07	460,796	891,799	0.563391	0.654612	0.31406	0.031328
ACRS	2018-12-14	566,212	1,941,602	0.461532	0.606311	0.353456	0.040233
ACRS	2018-12-21	1,018,601	2,864,508	0.42574	0.70582	0.260021	0.034159
ACRS	2018-12-28	991,792	1,732,538	0.67677	0.740706	0.221618	0.037675
ACRS	2019-01-04	474,729	850,168	0.642553	0.673943	0.28707	0.038986
ACRS	2019-01-11	586,028	1,126,336	0.636505	0.604299	0.359368	0.036333
ACRS	2019-01-18	729,224	1,467,391	0.651686	0.642792	0.312794	0.044414
ACRS	2019-01-25	637,284	932,356	0.657387	0.729581	0.239823	0.030596
ACRS	2019-02-01	485,726	771,245	0.669324	0.627227	0.325177	0.047596
ACRS	2019-02-08	399,444	669,304	0.637329	0.645718	0.296598	0.057685
ACRS	2019-02-15	484,715	1,597,060	0.555827	0.614339	0.351657	0.034004
ACRS	2019-02-22	391,566	724,502	0.595277	0.618998	0.280383	0.100619
ACRS	2019-03-01	616,391	1,666,777	0.479665	0.572278	0.313229	0.114494
ACRS	2019-03-08	940,459	1,702,108	0.533209	0.742451	0.235424	0.022125
ACRS	2019-03-15	594,258	1,167,481	0.598725	0.678479	0.283018	0.038503
ACRS	2019-03-22	1,376,846	2,515,803	0.643372	0.686868	0.278669	0.034463
ACRS	2019-03-29	543,237	1,205,117	0.550847	0.660552	0.307509	0.031939
ACRS	2019-04-05	490,752	795,908	0.631641	0.677107	0.292674	0.030219
ACRS	2019-04-12	442,019	729,364	0.625492	0.689413	0.253157	0.05743
ACRS	2019-04-19	854,139	1,473,479	0.649605	0.769459	0.197405	0.033136
ACRS	2019-04-26	1,354,721	1,991,633	0.733281	0.743703	0.204065	0.052232
ACRS	2019-05-03	1,067,502	1,762,779	0.648101	0.761441	0.184338	0.054221
ACRS	2019-05-10	1,526,200	2,928,152	0.613911	0.690011	0.201455	0.108534
ACRS	2019-05-17	702,181	1,172,555	0.690279	0.665075	0.267885	0.067039
ACRS	2019-05-24	928,611	1,998,525	0.537593	0.729387	0.211096	0.059517
ACRS	2019-05-31	436,760	771,685	0.646601	0.698538	0.225126	0.076337
ACRS	2019-06-07	660,636	1,044,524	0.671294	0.741192	0.191288	0.06752
ACRS	2019-06-14	716,297	1,064,685	0.632879	0.688719	0.243202	0.068079
ACRS	2019-06-21	799,581	1,442,808	0.568052	0.671922	0.263951	0.064126
ACRS	2019-06-28	3,610,994	8,808,119	0.48451	0.752863	0.192994	0.054143
ACRS	2019-07-05	1,143,905	2,918,360	0.614018	0.732992	0.218478	0.04853
ACRS	2019-07-12	975,115	1,946,963	0.556691	0.814146	0.152358	0.033496
ACRS	2019-07-19	483,200	983,571	0.605673	0.818521	0.121334	0.060145
ACRS	2019-07-26	537,339	1,719,210	0.498305	0.687249	0.247473	0.065278
ACRS	2019-08-02	2,703,411	6,190,878	0.545557	0.736154	0.241173	0.022673
ACRS	2019-08-09	1,654,548	4,999,848	0.470499	0.853047	0.139118	0.007835
ACRS	2019-08-16	5,075,196	12,081,236	0.531468	0.806349	0.187419	0.006232
ACRS	2019-08-23	1,288,636	3,144,869	0.528177	0.848671	0.145111	0.006218
ACRS	2019-08-30	585,949	1,303,720	0.468291	0.810887	0.142788	0.046325
ACRS	2019-09-06	1,415,192	2,716,977	0.623182	0.722112	0.206268	0.07162
ACRS	2019-09-13	794,604	1,419,803	0.552954	0.844822	0.121562	0.033616
ACRS	2019-09-20	19,286,386	35,448,764	0.545127	0.878335	0.117593	0.004072
ACRS	2019-09-27	1,644,771	3,946,143	0.458805	0.867349	0.124558	0.008093
ACRS	2019-10-04	2,246,572	4,039,822	0.629828	0.860192	0.135684	0.004124
ACRS	2019-10-11	3,940,126	8,821,765	0.644136	0.852848	0.143957	0.003195
ACRS	2019-10-18	2,271,856	3,899,003	0.649135	0.740367	0.215529	0.044104
ACRS	2019-10-25	5,658,698	9,461,327	0.665848	0.726605	0.201183	0.072212
ACRS	2019-11-01	2,713,764	4,484,188	0.686242	0.720716	0.230344	0.04894
ACRS	2019-11-08	1,628,624	2,733,292	0.670811	0.790924	0.204318	0.004758
ACRS	2019-11-15	899,855	1,538,491	0.613095	0.787719	0.208129	0.004152
ACRS	2019-11-22	741,993	1,538,585	0.572738	0.789872	0.203804	0.006324
ACRS	2019-11-29	374,522	677,861	0.678866	0.741184	0.2501	0.008716
ACRS	2019-12-06	593,321	1,171,534	0.658341	0.777823	0.213861	0.008316
ACRS	2019-12-13	667,547	1,492,277	0.470653	0.767213	0.175737	0.05705
ACRS	2019-12-20	729,342	1,610,069	0.523167	0.752829	0.206502	0.040669
ACRS	2019-12-27	563,061	1,233,998	0.56539	0.855622	0.131278	0.013099
ACRS	2020-01-03	595,013	1,280,715	0.650135	0.860958	0.126294	0.012747
ACRS	2020-01-10	3,188,637	6,758,265	0.486279	0.849753	0.143898	0.006349
ACRS	2020-01-17	1,148,686	3,038,227	0.610958	0.776255	0.141764	0.08198
ACRS	2020-01-24	1,152,643	2,035,304	0.640568	0.854005	0.138739	0.007257
ACRS	2020-01-31	1,233,703	2,188,510	0.679686	0.781757	0.132213	0.08603
ACRS	2020-02-07	870,402	1,958,553	0.626607	0.806071	0.187403	0.006526
ACRS	2020-02-14	599,251	1,031,432	0.699195	0.810917	0.179939	0.009144
ACRS	2020-02-21	474,693	2,939,785	0.561611	0.8179	0.171331	0.010769
ACRS	2020-02-28	1,561,026	3,716,714	0.632814	0.815322	0.17912	0.005558
ACRS	2020-03-06	635,699	1,046,444	0.577484	0.721014	0.23622	0.042765
ACRS	2020-03-13	875,421	1,830,597	0.583369	0.736528	0.211502	0.05197
ACRS	2020-03-20	515,210	1,285,476	0.409783	0.733656	0.23632	0.030024
ACRS	2020-03-27	235,273	702,662	0.439728	0.553922	0.425954	0.020125
ACRS	2020-04-03	489,096	1,095,921	0.524451	0.717883	0.275977	0.00614
ACRS	2020-04-10	262,883	669,233	0.532301	0.572638	0.414416	0.012946
ACRS	2020-04-17	413,165	762,192	0.644273	0.703613	0.264205	0.032182
ACRS	2020-04-24	361,303	697,714	0.621778	0.749047	0.194018	0.056934
ACRS	2020-05-01	291,205	868,822	0.446566	0.739298	0.208135	0.052567
ACRS	2020-05-08	242,037	582,949	0.53915	0.731503	0.253571	0.014925
ACRS	2020-05-15	309,470	673,987	0.51407	0.763481	0.218564	0.017955
ACRS	2020-05-22	199,739	749,006	0.472457	0.723078	0.255078	0.021843
ACRS	2020-05-29	242,954	446,995	0.607776	0.759324	0.209883	0.030793
ACRS	2020-06-05	1,081,813	2,177,494	0.692982	0.820176	0.17259	0.007233
ACRS	2020-06-12	742,696	1,242,674	0.659892	0.613888	0.308286	0.077826
ACRS	2020-06-19	3,578,705	8,152,330	0.576897	0.749465	0.211951	0.038584
ACRS	2020-06-26	1,547,097	2,574,767	0.62944	0.720034	0.259047	0.020919
ACRS	2020-07-03	454,618	952,153	0.441892	0.811315	0.173141	0.015544
ACRS	2020-07-10	1,532,514	2,931,161	0.599562	0.80534	0.180394	0.014266
ACRS	2020-07-17	1,006,308	2,342,452	0.504014	0.756861	0.228456	0.014683
ACRS	2020-07-24	4,024,876	7,823,709	0.522804	0.807057	0.186146	0.006797
ACRS	2020-07-31	1,411,501	2,137,145	0.629068	0.78277	0.209565	0.007664
ACRS	2020-08-07	729,836	1,596,449	0.50537	0.753216	0.23115	0.015634
ACRS	2020-08-14	2,071,159	3,650,127	0.553253	0.811613	0.180386	0.008001
ACRS	2020-08-21	1,112,253	2,165,976	0.504569	0.787591	0.142003	0.070406
ACRS	2020-08-28	603,438	1,321,224	0.466152	0.74988	0.167751	0.082369
ACRS	2020-09-04	559,355	1,244,083	0.433857	0.824951	0.115205	0.059844
ACRS	2020-09-11	267,814	523,396	0.527226	0.792135	0.168888	0.038976
ACRS	2020-09-18	489,666	1,192,899	0.519709	0.725796	0.243352	0.030852
ACRS	2020-09-25	201,805	550,921	0.480977	0.709583	0.236759	0.053659
ACRS	2020-10-02	581,307	1,623,486	0.552781	0.746583	0.225263	0.028154
ACRS	2020-10-09	3,094,795	6,020,747	0.611853	0.786842	0.196622	0.016536
ACRS	2020-10-16	905,963	1,869,232	0.538295	0.754869	0.196869	0.048263
ACRS	2020-10-23	666,419	1,118,815	0.672139	0.731647	0.242001	0.026352

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