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
AAP	2012-07-13	2,428,550	4,287,874	0.528518	0.163536	0.735202	0.101261
AAP	2012-07-20	1,910,458	3,347,989	0.63558	0.172992	0.807026	0.019983
AAP	2012-07-27	2,258,813	4,436,944	0.585283	0.143622	0.829186	0.027192
AAP	2012-08-03	1,952,566	4,283,148	0.482031	0.156147	0.825344	0.018509
AAP	2012-08-10	2,097,414	4,317,282	0.480525	0.181879	0.799813	0.018308
AAP	2012-08-17	1,656,575	3,164,149	0.533068	0.212415	0.763298	0.024287
AAP	2012-08-24	1,111,070	2,356,527	0.497357	0.198738	0.773341	0.027921
AAP	2012-08-31	947,515	1,755,196	0.552256	0.195916	0.781502	0.022582
AAP	2012-09-07	958,826	2,109,365	0.478749	0.20934	0.751797	0.038863
AAP	2012-09-14	1,299,450	3,234,328	0.468366	0.202148	0.700656	0.097196
AAP	2012-09-21	1,424,309	3,297,399	0.466634	0.182821	0.791296	0.025883
AAP	2012-09-28	824,549	2,062,062	0.441019	0.163208	0.769915	0.066876
AAP	2012-10-05	826,705	1,917,894	0.439011	0.179318	0.783654	0.037028
AAP	2012-10-12	854,807	1,739,925	0.505242	0.145868	0.724381	0.129751
AAP	2012-10-19	890,678	1,750,153	0.534053	0.172639	0.805073	0.022288
AAP	2012-10-26	2,094,395	3,522,499	0.599316	0.178262	0.799335	0.022403
AAP	2012-11-02	2,179,613	4,196,918	0.521346	0.165753	0.809915	0.024332
AAP	2012-11-09	1,441,765	3,479,431	0.442175	0.183157	0.793604	0.023239
AAP	2012-11-16	1,238,872	2,811,407	0.499179	0.168502	0.796285	0.035212
AAP	2012-11-23	316,808	998,259	0.34536	0.151174	0.834573	0.014254
AAP	2012-11-30	1,467,574	4,174,583	0.384728	0.149958	0.832603	0.017438
AAP	2012-12-07	916,420	2,197,119	0.453578	0.153609	0.797158	0.049233
AAP	2012-12-14	821,184	1,829,966	0.473605	0.191223	0.784148	0.024629
AAP	2012-12-21	836,409	2,351,174	0.418029	0.169737	0.758311	0.071952
AAP	2012-12-28	419,517	942,402	0.456781	0.160034	0.795562	0.044404
AAP	2013-01-04	400,545	1,136,853	0.365482	0.144797	0.793549	0.061654
AAP	2013-01-11	806,342	1,842,960	0.474539	0.186139	0.740619	0.073242
AAP	2013-01-18	377,349	1,001,027	0.380755	0.218766	0.764301	0.016933
AAP	2013-01-25	345,078	958,500	0.384712	0.160126	0.82359	0.016284
AAP	2013-02-01	855,269	2,238,003	0.392133	0.134998	0.837683	0.027319
AAP	2013-02-08	1,804,542	4,669,312	0.42605	0.227804	0.741904	0.030292
AAP	2013-02-15	940,523	2,468,608	0.415336	0.208778	0.754097	0.037125
AAP	2013-02-22	865,368	1,968,288	0.481945	0.362092	0.609649	0.028258
AAP	2013-03-01	1,207,914	2,748,458	0.56584	0.303962	0.663718	0.03232
AAP	2013-03-08	1,168,378	2,745,441	0.458657	0.354141	0.622804	0.023055
AAP	2013-03-15	788,781	2,262,862	0.392399	0.26898	0.679628	0.051392
AAP	2013-03-22	872,833	2,219,419	0.409272	0.332128	0.63811	0.029762
AAP	2013-03-29	790,304	1,827,001	0.449652	0.195717	0.755547	0.048735
AAP	2013-04-05	932,046	2,189,078	0.41187	0.235551	0.738439	0.02601
AAP	2013-04-12	1,302,615	3,376,978	0.414829	0.215928	0.75016	0.033912
AAP	2013-04-19	1,105,799	2,439,044	0.474837	0.205377	0.768609	0.026014
AAP	2013-04-26	1,021,164	2,188,491	0.478584	0.17965	0.766048	0.054302
AAP	2013-05-03	1,061,165	3,031,220	0.369385	0.386857	0.603974	0.009169
AAP	2013-05-10	628,608	1,945,364	0.365381	0.42302	0.567581	0.009399
AAP	2013-05-17	828,981	2,186,418	0.410737	0.399377	0.586992	0.013631
AAP	2013-05-24	1,250,067	3,227,011	0.412236	0.374621	0.599723	0.025656
AAP	2013-05-31	687,171	1,849,232	0.405286	0.441774	0.545155	0.013071
AAP	2013-06-07	826,957	2,347,607	0.432783	0.447351	0.537106	0.015543
AAP	2013-06-14	700,670	1,902,854	0.403858	0.315513	0.670995	0.013492
AAP	2013-06-21	1,324,157	3,055,791	0.45801	0.513373	0.468855	0.017772
AAP	2013-06-28	1,658,549	3,565,581	0.479255	0.387534	0.51301	0.099456
AAP	2013-07-05	552,576	1,389,108	0.441914	0.367366	0.612267	0.020368
AAP	2013-07-12	844,232	2,625,782	0.356806	0.40442	0.572245	0.023334
AAP	2013-07-19	1,038,580	2,327,830	0.485638	0.41451	0.552818	0.032672
AAP	2013-07-26	983,328	2,715,572	0.406683	0.426947	0.545108	0.027945
AAP	2013-08-02	823,180	2,188,748	0.466802	0.372074	0.604291	0.023635
AAP	2013-08-09	1,693,693	5,113,852	0.450456	0.49441	0.46489	0.0407
AAP	2013-08-16	1,267,779	2,830,517	0.480611	0.528032	0.446902	0.025066
AAP	2013-08-23	930,097	2,442,107	0.471436	0.366698	0.44846	0.184843
AAP	2013-08-30	802,831	1,860,034	0.52977	0.448896	0.481568	0.069536
AAP	2013-09-06	1,019,959	2,121,297	0.530034	0.497361	0.487507	0.015132
AAP	2013-09-13	756,762	1,706,969	0.462429	0.503792	0.475316	0.020892
AAP	2013-09-20	1,140,242	2,301,322	0.533462	0.522482	0.455788	0.021729
AAP	2013-09-27	1,022,700	2,553,666	0.453261	0.481229	0.49592	0.022851
AAP	2013-10-04	936,267	2,271,904	0.475239	0.512268	0.469798	0.017935
AAP	2013-10-11	1,010,438	1,979,507	0.546077	0.547673	0.433877	0.01845
AAP	2013-10-18	3,477,983	10,040,756	0.43497	0.45526	0.526255	0.018485
AAP	2013-10-25	1,296,659	2,804,908	0.485069	0.46088	0.52691	0.01221
AAP	2013-11-01	1,053,841	3,470,638	0.376627	0.409262	0.568944	0.021794
AAP	2013-11-08	884,226	2,473,256	0.409564	0.394692	0.590468	0.01484
AAP	2013-11-15	683,738	1,723,153	0.453354	0.383592	0.603114	0.013294
AAP	2013-11-22	756,091	2,540,319	0.391073	0.420629	0.561111	0.018261
AAP	2013-11-29	861,486	2,973,032	0.440755	0.430911	0.541673	0.027416
AAP	2013-12-06	2,057,892	4,721,707	0.527953	0.479625	0.498541	0.021834
AAP	2013-12-13	2,175,178	4,538,883	0.513477	0.423924	0.559515	0.016561
AAP	2013-12-20	1,194,367	3,251,946	0.385384	0.438195	0.54001	0.021794
AAP	2013-12-27	509,498	1,227,553	0.533624	0.407929	0.577959	0.014112
AAP	2014-01-03	919,133	1,725,102	0.61837	0.479218	0.501682	0.0191
AAP	2014-01-10	1,184,435	3,096,689	0.468827	0.352665	0.629327	0.018008
AAP	2014-01-17	1,483,846	2,939,619	0.560663	0.42996	0.55037	0.01967
AAP	2014-01-24	847,401	2,024,044	0.455506	0.360996	0.616148	0.022855
AAP	2014-01-31	1,228,895	2,780,960	0.451285	0.460431	0.513902	0.025667
AAP	2014-02-07	2,479,198	6,476,622	0.440656	0.366278	0.610407	0.023315
AAP	2014-02-14	1,084,453	2,775,899	0.404165	0.437303	0.540092	0.022604
AAP	2014-02-21	1,245,533	2,643,823	0.526108	0.434671	0.542581	0.022748
AAP	2014-02-28	1,207,288	3,865,402	0.35138	0.393002	0.514382	0.092616
AAP	2014-03-07	972,714	2,926,611	0.383837	0.473003	0.506425	0.020573
AAP	2014-03-14	1,429,804	2,626,046	0.565789	0.476709	0.504974	0.018317
AAP	2014-03-21	1,370,518	3,487,647	0.507693	0.410928	0.562874	0.026198
AAP	2014-03-28	844,720	1,852,214	0.562603	0.259098	0.701205	0.039697
AAP	2014-04-04	1,146,520	2,419,660	0.542766	0.409211	0.557107	0.033682
AAP	2014-04-11	1,248,578	2,513,166	0.571815	0.292869	0.661113	0.046018
AAP	2014-04-18	882,342	1,757,994	0.517274	0.464737	0.499167	0.036096
AAP	2014-04-25	840,741	1,820,742	0.484931	0.354146	0.619773	0.026081
AAP	2014-05-02	692,352	1,841,845	0.422291	0.297333	0.672516	0.030151
AAP	2014-05-09	1,085,851	2,755,063	0.463646	0.374806	0.529352	0.095842
AAP	2014-05-16	2,149,505	4,783,930	0.521226	0.337151	0.546388	0.11646
AAP	2014-05-23	1,058,316	2,309,582	0.536608	0.377995	0.597485	0.024519
AAP	2014-05-30	797,296	1,628,162	0.538023	0.385216	0.590086	0.024698
AAP	2014-06-06	1,056,308	1,963,342	0.539809	0.440847	0.531774	0.027379

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