Split (1)

train · 2.57M 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
ADBE	2012-12-21	7,164,104	14,051,354	0.518069	0.260401	0.617357	0.122242
ADBE	2012-12-28	2,267,636	4,664,806	0.479064	0.196688	0.753771	0.049541
ADBE	2013-01-04	4,746,542	8,906,205	0.530723	0.211688	0.647246	0.141066
ADBE	2013-01-11	4,476,759	8,360,596	0.532887	0.255884	0.622048	0.122069
ADBE	2013-01-18	2,864,309	6,234,696	0.4541	0.197873	0.733536	0.068591
ADBE	2013-01-25	2,091,521	4,543,249	0.470368	0.264568	0.66259	0.072843
ADBE	2013-02-01	2,625,855	5,487,928	0.483419	0.205468	0.688765	0.105767
ADBE	2013-02-08	3,301,988	5,801,364	0.572866	0.19306	0.673348	0.133592
ADBE	2013-02-15	2,660,231	5,107,334	0.503578	0.180247	0.722104	0.097649
ADBE	2013-02-22	1,863,177	3,789,806	0.51228	0.153901	0.693577	0.152522
ADBE	2013-03-01	3,990,766	6,472,666	0.635032	0.194332	0.684284	0.121383
ADBE	2013-03-08	3,195,006	6,001,218	0.563726	0.188772	0.705774	0.105455
ADBE	2013-03-15	3,039,575	6,293,818	0.49499	0.201844	0.686699	0.111457
ADBE	2013-03-22	5,547,335	10,929,769	0.478868	0.224442	0.674958	0.1006
ADBE	2013-03-29	2,654,791	5,135,085	0.497796	0.298411	0.612005	0.089584
ADBE	2013-04-05	8,239,337	13,892,939	0.612288	0.507509	0.454601	0.03789
ADBE	2013-04-12	5,291,373	12,489,091	0.520099	0.478449	0.455283	0.066268
ADBE	2013-04-19	4,540,316	8,516,831	0.565396	0.475929	0.458865	0.065206
ADBE	2013-04-26	2,764,797	6,420,826	0.45857	0.450393	0.434652	0.114955
ADBE	2013-05-03	5,364,854	12,320,147	0.483625	0.512142	0.443222	0.044636
ADBE	2013-05-10	6,586,865	18,091,192	0.380757	0.522661	0.40506	0.072279
ADBE	2013-05-17	3,839,928	11,510,211	0.356741	0.509705	0.425067	0.065227
ADBE	2013-05-24	3,254,210	8,905,281	0.39156	0.410105	0.508865	0.08103
ADBE	2013-05-31	3,381,096	7,159,115	0.453341	0.530019	0.403292	0.066689
ADBE	2013-06-07	5,411,921	12,410,858	0.450923	0.465782	0.454567	0.079652
ADBE	2013-06-14	2,609,271	6,790,174	0.406458	0.367554	0.541901	0.090546
ADBE	2013-06-21	8,627,529	19,748,302	0.443821	0.605747	0.326925	0.067327
ADBE	2013-06-28	5,748,457	13,941,247	0.435355	0.435389	0.378325	0.186286
ADBE	2013-07-05	3,345,896	7,755,415	0.463496	0.598383	0.358298	0.043319
ADBE	2013-07-12	3,957,016	8,648,463	0.482511	0.513854	0.428816	0.05733
ADBE	2013-07-19	4,017,240	8,179,691	0.504732	0.480242	0.484565	0.035193
ADBE	2013-07-26	2,472,160	6,293,961	0.465301	0.535125	0.403912	0.060963
ADBE	2013-08-02	3,310,967	10,075,156	0.376048	0.538468	0.375695	0.085837
ADBE	2013-08-09	2,379,869	6,448,018	0.440608	0.562913	0.386781	0.050306
ADBE	2013-08-16	2,746,673	6,348,087	0.45754	0.520102	0.438792	0.041106
ADBE	2013-08-23	3,137,120	7,121,572	0.433273	0.457319	0.373093	0.169588
ADBE	2013-08-30	2,829,527	5,873,343	0.499928	0.579436	0.386011	0.034552
ADBE	2013-09-06	3,838,141	8,067,523	0.523618	0.569945	0.387611	0.042444
ADBE	2013-09-13	4,026,443	7,569,173	0.518815	0.547082	0.417261	0.035658
ADBE	2013-09-20	13,758,253	24,995,165	0.561999	0.640836	0.327774	0.03139
ADBE	2013-09-27	4,217,087	8,883,118	0.496866	0.607969	0.349666	0.042365
ADBE	2013-10-04	4,333,130	10,079,522	0.475587	0.601213	0.369363	0.029425
ADBE	2013-10-11	5,054,647	11,956,143	0.487401	0.616571	0.347743	0.035687
ADBE	2013-10-18	3,930,870	12,925,415	0.373512	0.571902	0.392375	0.035723
ADBE	2013-10-25	7,678,259	16,172,173	0.502126	0.629651	0.342325	0.028025
ADBE	2013-11-01	6,520,644	12,296,105	0.554318	0.608803	0.365336	0.025861
ADBE	2013-11-08	7,074,390	14,627,213	0.504477	0.593181	0.384197	0.022622
ADBE	2013-11-15	6,636,808	11,804,226	0.616434	0.545022	0.418061	0.036917
ADBE	2013-11-22	3,640,380	9,480,818	0.411188	0.498662	0.421071	0.080267
ADBE	2013-11-29	2,257,233	5,206,486	0.428937	0.480629	0.464846	0.054526
ADBE	2013-12-06	3,801,321	13,072,683	0.341635	0.56313	0.404306	0.032564
ADBE	2013-12-13	8,573,470	20,705,441	0.427427	0.660754	0.308004	0.031242
ADBE	2013-12-20	6,190,387	15,840,190	0.435693	0.621942	0.346901	0.031157
ADBE	2013-12-27	1,381,360	2,880,713	0.528871	0.63101	0.349541	0.019448
ADBE	2014-01-03	1,587,885	3,489,977	0.506722	0.643032	0.334536	0.022432
ADBE	2014-01-10	2,882,019	7,947,044	0.434613	0.590961	0.370254	0.038785
ADBE	2014-01-17	5,352,871	10,059,627	0.547217	0.609865	0.36042	0.029714
ADBE	2014-01-24	2,681,998	6,214,818	0.535018	0.569428	0.393119	0.037453
ADBE	2014-01-31	4,874,210	10,334,192	0.5101	0.527174	0.43698	0.035846
ADBE	2014-02-07	8,951,142	14,578,969	0.666627	0.56705	0.397279	0.035671
ADBE	2014-02-14	7,358,247	12,882,123	0.615608	0.613466	0.348242	0.038292
ADBE	2014-02-21	3,802,357	8,028,423	0.492106	0.570421	0.389199	0.04038
ADBE	2014-02-28	6,361,626	13,362,292	0.478485	0.482843	0.359808	0.157348
ADBE	2014-03-07	3,212,238	9,734,626	0.377971	0.515457	0.443817	0.040726
ADBE	2014-03-14	2,977,890	8,145,092	0.378016	0.565828	0.383621	0.050551
ADBE	2014-03-21	8,083,697	20,594,573	0.434387	0.617046	0.349395	0.033559
ADBE	2014-03-28	6,610,830	14,809,544	0.483918	0.595289	0.364414	0.040297
ADBE	2014-04-04	4,968,543	12,830,961	0.42051	0.5374	0.419534	0.043065
ADBE	2014-04-11	7,754,368	17,719,569	0.478795	0.527166	0.43029	0.042544
ADBE	2014-04-18	3,722,994	6,997,251	0.532735	0.552862	0.400978	0.04616
ADBE	2014-04-25	3,988,237	9,779,727	0.444066	0.590838	0.372198	0.036963
ADBE	2014-05-02	3,768,327	8,118,603	0.503361	0.500238	0.451306	0.048457
ADBE	2014-05-09	6,100,838	12,723,829	0.484499	0.540078	0.334464	0.125458
ADBE	2014-05-16	5,606,401	11,735,134	0.48794	0.628006	0.279489	0.092505
ADBE	2014-05-23	2,790,201	5,568,449	0.543598	0.593963	0.361305	0.044733
ADBE	2014-05-30	2,165,379	4,428,621	0.528671	0.611834	0.338191	0.049975
ADBE	2014-06-06	3,864,120	7,865,424	0.551786	0.656571	0.313981	0.029447
ADBE	2014-06-13	2,566,608	5,093,856	0.535099	0.618733	0.341426	0.03984
ADBE	2014-06-20	7,435,031	18,408,535	0.443869	0.64623	0.304835	0.048934
ADBE	2014-06-27	2,641,266	7,187,274	0.403839	0.537146	0.397732	0.065122
ADBE	2014-07-04	2,587,045	6,451,112	0.429312	0.59101	0.293103	0.115887
ADBE	2014-07-11	2,024,616	5,128,625	0.417465	0.593052	0.366339	0.040608
ADBE	2014-07-18	2,263,911	6,297,256	0.416644	0.546599	0.345136	0.108265
ADBE	2014-07-25	2,070,576	5,241,542	0.466209	0.549815	0.372126	0.078059
ADBE	2014-08-01	2,363,544	6,369,113	0.412134	0.558548	0.380646	0.060806
ADBE	2014-08-08	2,932,949	6,376,890	0.486047	0.573635	0.379976	0.04639
ADBE	2014-08-15	2,673,216	6,883,345	0.535871	0.625498	0.325703	0.048799
ADBE	2014-08-22	2,143,631	6,187,043	0.519442	0.642293	0.306909	0.050799
ADBE	2014-08-29	1,521,445	4,409,231	0.399993	0.617785	0.328022	0.054193
ADBE	2014-09-05	1,547,003	3,983,459	0.431203	0.664518	0.288862	0.046621
ADBE	2014-09-12	2,382,726	5,774,362	0.459893	0.521502	0.383693	0.094805
ADBE	2014-09-19	7,730,652	17,984,117	0.436117	0.675945	0.274137	0.049917
ADBE	2014-09-26	5,191,748	10,216,648	0.538857	0.62293	0.3111	0.06597
ADBE	2014-10-03	4,826,605	10,175,079	0.533566	0.578349	0.36498	0.056671
ADBE	2014-10-10	4,084,327	8,667,591	0.50953	0.601761	0.337781	0.060458
ADBE	2014-10-17	8,225,078	16,818,143	0.500418	0.56174	0.389059	0.049201
ADBE	2014-10-24	3,521,988	6,756,759	0.555812	0.556168	0.35587	0.087962
ADBE	2014-10-31	2,879,331	5,258,079	0.541591	0.529488	0.383348	0.087164
ADBE	2014-11-07	3,672,762	11,791,895	0.466917	0.6013	0.357317	0.041382
ADBE	2014-11-14	2,122,188	6,692,786	0.415498	0.547172	0.402774	0.050053

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