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
ACCO	2013-01-25	1,261,236	2,219,633	0.569543	0.212648	0.736664	0.050688
ACCO	2013-02-01	1,211,920	2,309,770	0.56096	0.2702	0.625375	0.104424
ACCO	2013-02-08	827,881	1,452,554	0.602225	0.145936	0.720423	0.133641
ACCO	2013-02-15	1,920,876	3,449,020	0.566098	0.136797	0.741545	0.121658
ACCO	2013-02-22	1,660,922	3,445,949	0.501559	0.162838	0.75104	0.086123
ACCO	2013-03-01	1,090,395	1,894,995	0.572773	0.166408	0.726584	0.107008
ACCO	2013-03-08	839,173	1,725,227	0.522708	0.165043	0.763509	0.071448
ACCO	2013-03-15	836,638	1,957,737	0.400394	0.124786	0.75821	0.117005
ACCO	2013-03-22	1,283,723	2,551,734	0.519422	0.280148	0.623434	0.096419
ACCO	2013-03-29	1,500,562	2,471,517	0.598854	0.183423	0.729573	0.087004
ACCO	2013-04-05	4,150,117	6,825,532	0.624317	0.466477	0.502885	0.030638
ACCO	2013-04-12	1,646,337	3,758,327	0.442148	0.496301	0.456855	0.046844
ACCO	2013-04-19	2,873,225	5,736,222	0.564702	0.479079	0.471327	0.049594
ACCO	2013-04-26	3,211,037	5,572,447	0.619753	0.42122	0.460708	0.118072
ACCO	2013-05-03	2,381,771	4,154,621	0.585856	0.409268	0.525752	0.064981
ACCO	2013-05-10	1,433,986	2,554,974	0.594486	0.437054	0.494978	0.067968
ACCO	2013-05-17	1,784,040	2,823,949	0.678274	0.420178	0.534418	0.045404
ACCO	2013-05-24	2,331,008	3,944,412	0.704105	0.419885	0.511076	0.069039
ACCO	2013-05-31	1,475,922	2,528,518	0.617599	0.427735	0.521943	0.050322
ACCO	2013-06-07	1,828,325	3,390,511	0.624154	0.430468	0.53298	0.036553
ACCO	2013-06-14	1,014,400	2,448,112	0.493977	0.426224	0.52403	0.049746
ACCO	2013-06-21	1,569,611	2,912,353	0.558589	0.443905	0.507737	0.048358
ACCO	2013-06-28	2,328,322	4,769,394	0.612891	0.400193	0.473203	0.126604
ACCO	2013-07-05	1,550,177	3,101,621	0.553165	0.490407	0.471232	0.038361
ACCO	2013-07-12	1,110,755	2,666,534	0.45219	0.462731	0.493955	0.043314
ACCO	2013-07-19	1,120,442	1,928,181	0.637298	0.448763	0.512115	0.039122
ACCO	2013-07-26	823,084	1,336,430	0.638835	0.388909	0.567144	0.043947
ACCO	2013-08-02	2,127,969	4,679,674	0.486664	0.40694	0.555199	0.037861
ACCO	2013-08-09	1,342,722	2,390,521	0.553281	0.447736	0.526714	0.02555
ACCO	2013-08-16	1,114,106	2,449,191	0.522737	0.46595	0.506225	0.027825
ACCO	2013-08-23	1,213,442	1,895,281	0.683105	0.445079	0.450184	0.104737
ACCO	2013-08-30	1,321,369	1,905,101	0.718168	0.474375	0.496719	0.028907
ACCO	2013-09-06	816,116	1,586,489	0.624964	0.488778	0.470632	0.04059
ACCO	2013-09-13	876,958	2,708,442	0.377629	0.412739	0.558141	0.029121
ACCO	2013-09-20	1,311,874	3,090,039	0.539291	0.349569	0.630171	0.02026
ACCO	2013-09-27	862,111	2,287,323	0.496004	0.402412	0.565204	0.032384
ACCO	2013-10-04	1,449,450	4,668,712	0.504269	0.438643	0.522763	0.038595
ACCO	2013-10-11	1,706,229	4,642,674	0.436733	0.435874	0.518313	0.045813
ACCO	2013-10-18	1,376,670	3,676,425	0.403621	0.498146	0.471801	0.030053
ACCO	2013-10-25	1,121,900	2,686,193	0.491744	0.414186	0.533343	0.052471
ACCO	2013-11-01	3,566,426	7,653,650	0.472192	0.408124	0.564627	0.027249
ACCO	2013-11-08	1,830,052	4,359,973	0.452924	0.433104	0.528488	0.038408
ACCO	2013-11-15	1,322,239	2,841,627	0.504858	0.44374	0.525076	0.031183
ACCO	2013-11-22	871,366	1,945,702	0.471254	0.415908	0.554814	0.029278
ACCO	2013-11-29	614,439	1,503,952	0.458604	0.457001	0.518478	0.024522
ACCO	2013-12-06	710,064	1,867,828	0.422083	0.429074	0.530098	0.040829
ACCO	2013-12-13	994,679	2,064,610	0.547513	0.446356	0.510795	0.042849
ACCO	2013-12-20	1,570,095	3,409,927	0.518357	0.411285	0.561474	0.027241
ACCO	2013-12-27	822,374	1,570,383	0.570471	0.513531	0.460586	0.025883
ACCO	2014-01-03	1,429,539	2,477,564	0.55787	0.491647	0.479906	0.028447
ACCO	2014-01-10	1,249,121	2,224,961	0.563728	0.417115	0.553891	0.028993
ACCO	2014-01-17	1,858,361	3,817,170	0.533104	0.465662	0.508051	0.026288
ACCO	2014-01-24	906,375	1,694,755	0.540588	0.509164	0.466741	0.024095
ACCO	2014-01-31	2,364,549	3,923,956	0.591414	0.455489	0.519743	0.024768
ACCO	2014-02-07	1,690,363	2,812,525	0.620401	0.374883	0.581433	0.043684
ACCO	2014-02-14	1,701,261	4,101,264	0.429516	0.463739	0.501448	0.034813
ACCO	2014-02-21	872,063	1,869,139	0.500234	0.337246	0.618407	0.044347
ACCO	2014-02-28	1,179,217	2,599,467	0.470896	0.392868	0.529989	0.077144
ACCO	2014-03-07	2,195,106	4,793,638	0.453025	0.523317	0.453323	0.023361
ACCO	2014-03-14	1,259,091	2,710,373	0.529608	0.443227	0.528569	0.028203
ACCO	2014-03-21	1,347,668	2,677,574	0.518006	0.420707	0.550701	0.028591
ACCO	2014-03-28	806,861	2,309,379	0.379884	0.333463	0.639406	0.027131
ACCO	2014-04-04	1,114,723	2,223,260	0.508461	0.45209	0.51992	0.02799
ACCO	2014-04-11	1,131,090	1,720,342	0.701275	0.39436	0.579852	0.025787
ACCO	2014-04-18	695,065	1,005,817	0.6516	0.336656	0.634465	0.02888
ACCO	2014-04-25	820,638	1,594,189	0.530891	0.306996	0.662627	0.030376
ACCO	2014-05-02	1,570,383	2,608,485	0.65075	0.40264	0.575351	0.02201
ACCO	2014-05-09	1,372,796	2,202,549	0.619479	0.307723	0.605686	0.086591
ACCO	2014-05-16	1,143,612	2,056,667	0.568119	0.300704	0.626031	0.073264
ACCO	2014-05-23	931,149	1,882,955	0.498988	0.371478	0.5765	0.052022
ACCO	2014-05-30	1,156,090	2,301,418	0.510646	0.528319	0.436413	0.035267
ACCO	2014-06-06	985,990	2,282,269	0.442577	0.37872	0.584246	0.037034
ACCO	2014-06-13	750,474	1,768,005	0.447355	0.468254	0.5102	0.021546
ACCO	2014-06-20	1,326,087	2,398,791	0.55994	0.373924	0.594916	0.03116
ACCO	2014-06-27	1,218,364	2,259,840	0.583935	0.378589	0.588308	0.033104
ACCO	2014-07-04	1,090,864	2,033,408	0.562795	0.43065	0.514399	0.054951
ACCO	2014-07-11	794,729	1,596,073	0.530555	0.375625	0.59985	0.024526
ACCO	2014-07-18	922,288	1,900,777	0.46961	0.309771	0.642842	0.047387
ACCO	2014-07-25	533,121	1,472,118	0.391833	0.313567	0.66303	0.023403
ACCO	2014-08-01	1,710,541	4,150,945	0.513642	0.457604	0.512346	0.030049
ACCO	2014-08-08	1,095,821	2,730,385	0.406377	0.42049	0.530744	0.048765
ACCO	2014-08-15	1,651,007	3,688,358	0.501163	0.565504	0.412562	0.021934
ACCO	2014-08-22	2,890,383	9,601,733	0.467358	0.615918	0.359952	0.02413
ACCO	2014-08-29	1,404,726	4,808,315	0.473714	0.428947	0.536028	0.035026
ACCO	2014-09-05	890,573	2,482,969	0.421301	0.45974	0.500861	0.039399
ACCO	2014-09-12	2,354,616	5,939,043	0.485083	0.480029	0.471082	0.048889
ACCO	2014-09-19	1,854,401	5,545,612	0.400437	0.392649	0.55163	0.055721
ACCO	2014-09-26	1,445,489	4,428,518	0.410545	0.408976	0.52909	0.061934
ACCO	2014-10-03	2,138,217	5,406,544	0.480177	0.418242	0.504346	0.077411
ACCO	2014-10-10	1,724,604	4,299,213	0.433444	0.377747	0.56144	0.060813
ACCO	2014-10-17	1,518,293	4,983,442	0.392613	0.34783	0.601392	0.050778
ACCO	2014-10-24	1,480,129	5,486,614	0.355792	0.275561	0.66943	0.055009
ACCO	2014-10-31	3,263,071	11,196,580	0.331156	0.33159	0.589197	0.079213
ACCO	2014-11-07	1,782,450	6,598,059	0.331557	0.373425	0.577869	0.048706
ACCO	2014-11-14	1,547,140	5,892,254	0.309814	0.351271	0.570101	0.078628
ACCO	2014-11-21	1,747,507	4,181,550	0.474236	0.394015	0.558508	0.047477
ACCO	2014-11-28	1,063,376	2,793,452	0.445408	0.398652	0.55247	0.048878
ACCO	2014-12-05	1,808,111	4,496,664	0.425014	0.397735	0.553626	0.048639
ACCO	2014-12-12	2,648,157	6,686,154	0.558623	0.46046	0.480668	0.058872
ACCO	2014-12-19	2,329,893	5,322,164	0.441567	0.287157	0.647564	0.065279

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