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
ABEO	2019-05-31	635,275	1,257,591	0.594747	0.753342	0.202568	0.044089
ABEO	2019-06-07	636,638	1,311,999	0.562368	0.718155	0.219465	0.06238
ABEO	2019-06-14	395,693	1,452,748	0.511198	0.752911	0.181296	0.065793
ABEO	2019-06-21	1,148,312	3,181,010	0.558696	0.708132	0.241584	0.050284
ABEO	2019-06-28	1,047,753	4,489,912	0.460403	0.650027	0.275294	0.074679
ABEO	2019-07-05	656,740	1,990,731	0.479316	0.777911	0.1456	0.076489
ABEO	2019-07-12	1,075,250	1,718,934	0.705367	0.78007	0.168925	0.051006
ABEO	2019-07-19	873,378	1,769,823	0.61887	0.722127	0.207908	0.069965
ABEO	2019-07-26	1,150,104	2,445,870	0.515402	0.768937	0.168972	0.062092
ABEO	2019-08-02	1,723,604	3,720,866	0.600836	0.809671	0.145532	0.044797
ABEO	2019-08-09	838,707	1,543,002	0.669055	0.760772	0.197236	0.041991
ABEO	2019-08-16	1,043,657	2,111,551	0.558957	0.808227	0.156847	0.034927
ABEO	2019-08-23	650,895	1,170,717	0.727723	0.777733	0.18617	0.036097
ABEO	2019-08-30	761,691	1,444,635	0.552633	0.823888	0.148966	0.027146
ABEO	2019-09-06	14,054,443	24,570,164	0.602942	0.805638	0.133461	0.060901
ABEO	2019-09-13	1,400,222	2,726,364	0.610164	0.725057	0.211134	0.063808
ABEO	2019-09-20	2,074,948	3,154,713	0.679665	0.7734	0.203403	0.023198
ABEO	2019-09-27	1,564,808	2,637,814	0.620182	0.751367	0.21733	0.031303
ABEO	2019-10-04	802,667	1,734,521	0.608774	0.688125	0.254615	0.05726
ABEO	2019-10-11	554,212	913,980	0.69158	0.685801	0.253071	0.061128
ABEO	2019-10-18	2,448,057	3,619,775	0.716819	0.729431	0.197374	0.073195
ABEO	2019-10-25	1,043,302	1,497,100	0.757927	0.725002	0.202264	0.072735
ABEO	2019-11-01	522,679	863,717	0.672705	0.689951	0.229394	0.080655
ABEO	2019-11-08	427,013	693,525	0.675464	0.755403	0.209132	0.035465
ABEO	2019-11-15	412,226	815,978	0.543094	0.759442	0.217912	0.022646
ABEO	2019-11-22	346,959	633,362	0.573477	0.709141	0.248138	0.042722
ABEO	2019-11-29	1,279,529	2,682,142	0.598137	0.754998	0.218833	0.026169
ABEO	2019-12-06	1,692,272	4,384,590	0.528796	0.756771	0.217899	0.025329
ABEO	2019-12-13	5,291,109	9,441,367	0.596951	0.705994	0.226708	0.067298
ABEO	2019-12-20	7,014,379	15,440,367	0.571278	0.740365	0.198421	0.061214
ABEO	2019-12-27	2,651,571	6,094,192	0.547706	0.808917	0.180138	0.010945
ABEO	2020-01-03	2,973,676	5,477,276	0.62609	0.75745	0.224669	0.017881
ABEO	2020-01-10	4,144,684	7,750,558	0.561397	0.795366	0.191097	0.013537
ABEO	2020-01-17	2,744,237	4,847,710	0.594646	0.72082	0.179079	0.100102
ABEO	2020-01-24	2,187,465	4,559,099	0.580093	0.782501	0.197792	0.019707
ABEO	2020-01-31	2,761,715	4,812,063	0.64164	0.766893	0.151798	0.081309
ABEO	2020-02-07	2,437,041	4,142,578	0.629434	0.735825	0.238732	0.025444
ABEO	2020-02-14	3,425,180	7,457,268	0.519862	0.731917	0.246044	0.022039
ABEO	2020-02-21	3,370,088	8,306,891	0.499841	0.697172	0.273723	0.029105
ABEO	2020-02-28	2,118,769	6,375,291	0.362181	0.692377	0.273734	0.03389
ABEO	2020-03-06	2,059,625	4,733,005	0.483552	0.616263	0.3103	0.073437
ABEO	2020-03-13	2,087,611	5,209,252	0.381385	0.727507	0.219553	0.052941
ABEO	2020-03-20	2,950,848	7,233,006	0.402141	0.752012	0.226131	0.021857
ABEO	2020-03-27	2,182,101	3,834,473	0.577011	0.717788	0.269098	0.013114
ABEO	2020-04-03	2,983,202	4,706,594	0.629406	0.723757	0.270278	0.005966
ABEO	2020-04-10	2,214,897	3,805,605	0.690388	0.790842	0.204801	0.004357
ABEO	2020-04-17	1,922,498	3,118,443	0.733825	0.776029	0.215784	0.008187
ABEO	2020-04-24	1,663,670	2,943,272	0.718158	0.654887	0.307136	0.037977
ABEO	2020-05-01	2,116,799	3,856,998	0.664297	0.651897	0.303889	0.044214
ABEO	2020-05-08	2,430,672	4,258,459	0.694394	0.669381	0.310607	0.020012
ABEO	2020-05-15	4,182,644	7,135,742	0.664548	0.765926	0.228581	0.005493
ABEO	2020-05-22	1,586,854	2,660,556	0.700836	0.641991	0.339619	0.01839
ABEO	2020-05-29	1,337,832	2,251,253	0.615027	0.665144	0.324998	0.009858
ABEO	2020-06-05	1,830,963	3,399,919	0.563498	0.741682	0.245606	0.012712
ABEO	2020-06-12	1,837,186	3,397,686	0.625881	0.641739	0.259653	0.098607
ABEO	2020-06-19	1,705,822	2,749,677	0.707119	0.670975	0.314726	0.014299
ABEO	2020-06-26	1,623,823	3,211,517	0.639447	0.744242	0.24095	0.014807
ABEO	2020-07-03	812,412	1,483,991	0.620919	0.670017	0.312445	0.017537
ABEO	2020-07-10	3,108,769	5,640,611	0.5859	0.757209	0.233546	0.009245
ABEO	2020-07-17	1,796,482	3,104,258	0.642509	0.733158	0.250646	0.016196
ABEO	2020-07-24	1,153,913	2,007,782	0.714939	0.628589	0.362641	0.00877
ABEO	2020-07-31	1,101,318	1,732,727	0.687148	0.696858	0.290082	0.013061
ABEO	2020-08-07	627,987	1,270,503	0.575907	0.657438	0.327979	0.014582
ABEO	2020-08-14	1,115,596	2,200,383	0.555398	0.720208	0.271338	0.008454
ABEO	2020-08-21	2,047,040	3,643,775	0.676197	0.719549	0.19961	0.080841
ABEO	2020-08-28	1,244,572	1,989,464	0.702526	0.672055	0.218339	0.109606
ABEO	2020-09-04	1,599,923	3,397,774	0.563714	0.688215	0.249751	0.062033
ABEO	2020-09-11	874,977	1,398,131	0.649732	0.708055	0.26859	0.023355
ABEO	2020-09-18	2,055,258	4,861,864	0.48551	0.748862	0.244902	0.006236
ABEO	2020-09-25	2,376,702	3,482,608	0.719915	0.72946	0.261241	0.009299
ABEO	2020-10-02	13,590,141	30,511,490	0.473625	0.860784	0.137154	0.002062
ABEO	2020-10-09	7,406,583	15,258,257	0.605499	0.853719	0.142801	0.00348
ABEO	2020-10-16	3,198,234	6,037,854	0.642558	0.810079	0.177179	0.012742
ABEO	2020-10-23	2,181,839	3,872,111	0.607653	0.795009	0.19499	0.010002
ABEO	2020-10-30	3,670,174	7,672,296	0.578381	0.756726	0.23702	0.006254
ABEO	2020-11-06	3,413,421	7,878,746	0.613666	0.762598	0.180644	0.056758
ABEO	2020-11-13	4,945,938	9,847,081	0.493747	0.794245	0.140558	0.065198
ABEO	2020-11-20	4,057,231	7,904,661	0.548342	0.857302	0.129651	0.013047
ABEO	2020-11-27	3,789,791	7,212,757	0.536181	0.821629	0.170758	0.007613
ABEO	2020-12-04	4,517,450	8,303,283	0.50637	0.845875	0.149079	0.005047
ABEO	2020-12-11	3,115,466	6,968,576	0.530964	0.784842	0.207913	0.007245
ABEO	2020-12-18	4,087,078	7,381,851	0.58788	0.808238	0.185789	0.005973
ABEO	2020-12-25	5,846,884	10,311,221	0.671818	0.782627	0.2095	0.007873
ABEO	2021-01-01	3,642,102	6,013,871	0.668531	0.814851	0.179146	0.006003
ABEO	2021-01-08	4,043,049	7,898,879	0.640037	0.804322	0.188159	0.007519
ABEO	2021-01-15	5,482,278	8,561,261	0.71761	0.750609	0.238709	0.010682
ABEO	2021-01-22	6,763,928	10,974,935	0.706832	0.746398	0.244372	0.00923
ABEO	2021-01-29	7,809,735	12,146,431	0.680198	0.754126	0.229223	0.016651
ABEO	2021-02-05	6,421,775	14,361,180	0.535888	0.794061	0.201902	0.004037
ABEO	2021-02-12	18,484,921	42,151,358	0.492072	0.809262	0.185291	0.005448
ABEO	2021-02-19	9,246,022	19,272,028	0.502742	0.831452	0.157621	0.010927
ABEO	2021-02-26	17,065,432	31,606,070	0.531624	0.773867	0.179395	0.046738
ABEO	2021-03-05	5,118,282	13,084,280	0.471039	0.73644	0.246321	0.017239
ABEO	2021-03-12	2,554,227	6,569,031	0.519866	0.766987	0.227614	0.005399
ABEO	2021-03-19	2,640,433	5,786,937	0.590397	0.754713	0.240175	0.005112
ABEO	2021-03-26	3,249,407	6,444,853	0.649564	0.753621	0.242538	0.00384
ABEO	2021-04-02	1,553,458	3,991,542	0.535349	0.706791	0.274582	0.018627
ABEO	2021-04-09	2,320,469	4,420,613	0.664174	0.747652	0.235892	0.016456
ABEO	2021-04-16	2,477,211	4,677,695	0.592957	0.769425	0.215142	0.015433
ABEO	2021-04-23	3,232,166	5,151,860	0.702698	0.816743	0.177197	0.00606

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