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	2014-06-13	754,346	1,345,158	0.580612	0.31858	0.661005	0.020415
AAP	2014-06-20	1,262,074	2,311,700	0.591928	0.411427	0.566814	0.02176
AAP	2014-06-27	1,822,716	4,739,618	0.403294	0.415794	0.563266	0.020941
AAP	2014-07-04	1,000,887	1,869,374	0.490368	0.355846	0.580396	0.063758
AAP	2014-07-11	622,726	1,509,967	0.516204	0.305078	0.671169	0.023753
AAP	2014-07-18	826,877	1,783,183	0.546323	0.345726	0.575954	0.07832
AAP	2014-07-25	968,567	3,018,151	0.375233	0.335853	0.633206	0.030941
AAP	2014-08-01	766,725	1,954,199	0.435956	0.355308	0.618905	0.025787
AAP	2014-08-08	978,805	2,242,786	0.477812	0.369035	0.607338	0.023627
AAP	2014-08-15	1,709,437	3,380,926	0.555175	0.419981	0.55063	0.029389
AAP	2014-08-22	877,720	1,924,448	0.497735	0.37568	0.59843	0.02589
AAP	2014-08-29	681,640	1,576,248	0.469434	0.339192	0.638639	0.022169
AAP	2014-09-05	745,300	1,767,871	0.485933	0.40923	0.564229	0.026542
AAP	2014-09-12	618,066	1,423,376	0.454014	0.319026	0.631644	0.04933
AAP	2014-09-19	836,844	1,953,687	0.527541	0.311309	0.661585	0.027106
AAP	2014-09-26	886,858	1,620,745	0.555092	0.317302	0.642353	0.040345
AAP	2014-10-03	1,535,799	2,508,513	0.651219	0.439409	0.534795	0.025796
AAP	2014-10-10	1,408,553	2,415,024	0.614683	0.361226	0.603953	0.034821
AAP	2014-10-17	1,871,336	3,466,272	0.604341	0.459952	0.497586	0.042462
AAP	2014-10-24	1,162,487	2,721,142	0.440072	0.332515	0.63507	0.032415
AAP	2014-10-31	754,960	1,921,826	0.418703	0.431012	0.526249	0.042739
AAP	2014-11-07	1,909,010	4,771,638	0.44993	0.347604	0.60126	0.051136
AAP	2014-11-14	746,542	2,149,267	0.379366	0.48491	0.493349	0.021741
AAP	2014-11-21	780,039	2,013,501	0.457706	0.37169	0.604436	0.023875
AAP	2014-11-28	535,560	1,572,167	0.436452	0.276377	0.700532	0.023091
AAP	2014-12-05	1,193,494	2,767,895	0.528356	0.389643	0.583326	0.02703
AAP	2014-12-12	1,085,370	2,368,201	0.47149	0.320621	0.647307	0.032072
AAP	2014-12-19	1,292,441	2,751,548	0.52639	0.27843	0.666155	0.055415
AAP	2014-12-26	457,126	1,042,741	0.457313	0.253573	0.598872	0.147555
AAP	2015-01-02	466,454	1,067,852	0.473262	0.335286	0.648016	0.016698
AAP	2015-01-09	1,636,655	3,201,738	0.534878	0.530247	0.440602	0.029151
AAP	2015-01-16	1,191,622	2,652,372	0.499136	0.413578	0.528105	0.058317
AAP	2015-01-23	893,204	1,954,002	0.486675	0.497611	0.48337	0.019019
AAP	2015-01-30	1,032,617	1,845,501	0.579186	0.288673	0.643671	0.067656
AAP	2015-02-06	1,490,765	2,926,072	0.485553	0.452007	0.531234	0.016759
AAP	2015-02-13	3,038,560	6,145,481	0.514257	0.411948	0.556813	0.031239
AAP	2015-02-20	1,315,243	3,458,455	0.456969	0.355676	0.614659	0.029665
AAP	2015-02-27	849,449	1,788,110	0.500338	0.351513	0.624933	0.023554
AAP	2015-03-06	990,318	2,145,961	0.490756	0.206355	0.708711	0.084935
AAP	2015-03-13	1,222,605	2,525,486	0.506943	0.327102	0.552446	0.120452
AAP	2015-03-20	1,300,627	3,160,267	0.423309	0.520511	0.467801	0.011689
AAP	2015-03-27	1,250,539	2,505,031	0.562963	0.451418	0.522632	0.025951
AAP	2015-04-03	1,118,766	2,217,133	0.472264	0.218833	0.743289	0.037878
AAP	2015-04-10	990,243	2,461,361	0.487759	0.423403	0.549285	0.027312
AAP	2015-04-17	685,410	1,642,601	0.474446	0.319403	0.651739	0.028857
AAP	2015-04-24	1,107,160	3,123,882	0.449793	0.276411	0.642178	0.081411
AAP	2015-05-01	1,510,561	2,729,727	0.615148	0.334699	0.606475	0.058826
AAP	2015-05-08	1,034,693	2,012,849	0.586606	0.366975	0.607773	0.025252
AAP	2015-05-15	1,268,543	1,947,884	0.603039	0.359226	0.618517	0.022257
AAP	2015-05-22	2,663,601	5,968,765	0.548946	0.379615	0.57578	0.044606
AAP	2015-05-29	915,437	1,765,035	0.633387	0.279621	0.694168	0.026211
AAP	2015-06-05	986,982	1,766,519	0.636349	0.330872	0.641369	0.027759
AAP	2015-06-12	1,440,696	1,996,597	0.652884	0.22373	0.711156	0.065114
AAP	2015-06-19	790,262	1,705,775	0.482343	0.387931	0.586443	0.025625
AAP	2015-06-26	1,374,863	2,398,806	0.636342	0.415786	0.566918	0.017296
AAP	2015-07-03	806,251	1,344,212	0.665084	0.281125	0.691774	0.0271
AAP	2015-07-10	5,078,344	9,028,600	0.647767	0.251612	0.734967	0.01342
AAP	2015-07-17	1,575,891	2,908,469	0.646769	0.421493	0.558102	0.020405
AAP	2015-07-24	1,040,234	1,775,010	0.544571	0.227811	0.753074	0.019115
AAP	2015-07-31	847,407	1,309,777	0.636296	0.228575	0.740736	0.030688
AAP	2015-08-07	925,664	1,647,383	0.561625	0.356986	0.618283	0.024731
AAP	2015-08-14	3,471,748	6,152,119	0.619105	0.361953	0.608546	0.029501
AAP	2015-08-21	1,602,439	3,028,485	0.550271	0.212573	0.721524	0.065903
AAP	2015-08-28	2,069,577	4,845,252	0.458966	0.361325	0.579151	0.059524
AAP	2015-09-04	1,265,853	2,546,025	0.523358	0.461869	0.486727	0.051404
AAP	2015-09-11	1,120,677	2,574,166	0.438011	0.434016	0.500366	0.065618
AAP	2015-09-18	1,245,047	2,191,475	0.598851	0.357772	0.599246	0.042982
AAP	2015-09-25	676,491	1,527,180	0.475003	0.305475	0.580479	0.114046
AAP	2015-10-02	2,843,889	4,807,113	0.643285	0.257038	0.708963	0.033998
AAP	2015-10-09	1,032,088	2,266,948	0.506196	0.263817	0.69115	0.045033
AAP	2015-10-16	1,031,063	2,229,494	0.538666	0.345573	0.624186	0.030241
AAP	2015-10-23	1,117,525	2,431,464	0.527171	0.433328	0.514978	0.051694
AAP	2015-10-30	812,034	1,713,902	0.554264	0.4388	0.509083	0.052117
AAP	2015-11-06	855,810	1,786,877	0.510686	0.316228	0.596124	0.087648
AAP	2015-11-13	3,138,484	6,987,386	0.448192	0.366397	0.541207	0.092396
AAP	2015-11-20	1,920,116	3,527,301	0.569698	0.473665	0.487533	0.038802
AAP	2015-11-27	824,238	1,806,799	0.536206	0.453936	0.512699	0.033364
AAP	2015-12-04	1,546,205	3,200,935	0.583138	0.281585	0.682803	0.035612
AAP	2015-12-11	1,667,741	3,741,652	0.510344	0.401535	0.556389	0.042076
AAP	2015-12-18	5,070,321	9,083,622	0.534639	0.421617	0.542524	0.035859
AAP	2015-12-25	1,414,733	2,730,116	0.597587	0.498619	0.48583	0.015552
AAP	2016-01-01	904,031	1,651,876	0.588009	0.379539	0.596768	0.023693
AAP	2016-01-08	2,720,935	4,727,571	0.593243	0.43465	0.514007	0.051343
AAP	2016-01-15	1,967,691	3,696,115	0.573093	0.419147	0.55195	0.028904
AAP	2016-01-22	1,570,851	2,599,162	0.617099	0.37914	0.533727	0.087133
AAP	2016-01-29	2,206,641	3,743,086	0.610483	0.444562	0.526423	0.029015
AAP	2016-02-05	1,798,932	3,554,339	0.581551	0.390218	0.578407	0.031374
AAP	2016-02-12	3,018,914	6,165,118	0.503114	0.397412	0.572665	0.029923
AAP	2016-02-19	1,659,085	3,812,999	0.486681	0.497452	0.467916	0.034632
AAP	2016-02-26	1,333,278	2,657,668	0.522815	0.463073	0.508249	0.028678
AAP	2016-03-04	1,235,179	2,251,134	0.544977	0.31298	0.653952	0.033067
AAP	2016-03-11	1,417,390	2,466,757	0.564043	0.337899	0.634457	0.027644
AAP	2016-03-18	1,268,259	2,113,408	0.643889	0.361591	0.558354	0.080055
AAP	2016-03-25	1,195,783	1,957,515	0.615804	0.45469	0.488896	0.056414
AAP	2016-04-01	1,497,669	2,432,621	0.662462	0.353216	0.543753	0.103031
AAP	2016-04-08	1,324,888	2,604,516	0.530026	0.332229	0.575586	0.092186
AAP	2016-04-15	1,008,476	1,886,283	0.595823	0.414706	0.526661	0.058633
AAP	2016-04-22	1,023,869	2,360,830	0.549076	0.408285	0.560295	0.031419
AAP	2016-04-29	1,120,256	1,908,235	0.579946	0.385813	0.596221	0.017966
AAP	2016-05-06	1,219,083	2,238,805	0.571943	0.317099	0.642277	0.040625

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