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	2011-01-21	5,918,939	9,401,594	0.633455	0.191669	0.698783	0.109548
ADBE	2011-01-28	6,949,052	12,395,304	0.599526	0.199702	0.690791	0.109507
ADBE	2011-02-04	4,449,911	7,177,693	0.634774	0.174333	0.738103	0.087564
ADBE	2011-02-11	3,466,858	6,191,183	0.578574	0.199586	0.722595	0.077819
ADBE	2011-02-18	6,242,220	10,063,367	0.647127	0.179644	0.632462	0.187894
ADBE	2011-02-25	5,033,116	7,588,678	0.678291	0.202899	0.696874	0.100226
ADBE	2011-03-04	6,377,979	10,192,694	0.63836	0.246006	0.563684	0.19031
ADBE	2011-03-11	6,274,175	9,024,544	0.693174	0.273861	0.644025	0.082115
ADBE	2011-03-18	8,068,848	13,737,922	0.588706	0.241916	0.622116	0.135967
ADBE	2011-03-25	11,388,647	19,430,921	0.596141	0.22436	0.663856	0.111784
ADBE	2011-04-01	8,120,570	14,693,850	0.571516	0.191451	0.717123	0.091427
ADBE	2011-04-08	6,687,943	10,279,070	0.656443	0.199971	0.712298	0.087731
ADBE	2011-04-15	6,573,256	9,803,195	0.68595	0.198639	0.720091	0.08127
ADBE	2011-04-22	5,706,472	10,225,797	0.585175	0.205548	0.695027	0.099425
ADBE	2011-04-29	4,725,966	9,187,344	0.545375	0.226762	0.638696	0.134542
ADBE	2011-05-06	3,961,764	7,554,348	0.565276	0.27557	0.601648	0.122782
ADBE	2011-05-13	7,101,298	11,893,763	0.637462	0.239909	0.595551	0.16454
ADBE	2011-05-20	4,050,113	6,932,138	0.616012	0.27814	0.630517	0.091343
ADBE	2011-05-27	3,191,791	5,607,954	0.577914	0.300929	0.621328	0.077743
ADBE	2011-06-03	3,631,268	6,042,194	0.616138	0.265791	0.652404	0.081806
ADBE	2011-06-10	4,861,201	7,915,426	0.645078	0.257719	0.680195	0.062085
ADBE	2011-06-17	4,770,543	10,236,047	0.508261	0.278341	0.641502	0.080157
ADBE	2011-06-24	11,525,455	20,397,477	0.572816	0.245614	0.656434	0.097952
ADBE	2011-07-01	5,075,805	9,520,219	0.558791	0.236207	0.635557	0.128235
ADBE	2011-07-08	2,808,041	6,013,179	0.502814	0.25393	0.645783	0.100287
ADBE	2011-07-15	4,456,727	10,062,867	0.497236	0.257279	0.662203	0.080518
ADBE	2011-07-22	6,147,974	11,992,188	0.552557	0.199796	0.546711	0.253494
ADBE	2011-07-29	5,787,053	11,618,930	0.543502	0.20447	0.604839	0.190691
ADBE	2011-08-05	8,456,918	17,333,489	0.533173	0.239713	0.670924	0.089364
ADBE	2011-08-12	12,399,182	24,897,052	0.555795	0.243132	0.669956	0.086912
ADBE	2011-08-19	8,131,068	13,513,531	0.641148	0.209772	0.654559	0.135669
ADBE	2011-08-26	7,477,385	12,904,829	0.618997	0.216076	0.670996	0.112928
ADBE	2011-09-02	6,819,193	11,065,475	0.645682	0.208503	0.701014	0.090482
ADBE	2011-09-09	10,470,612	13,604,542	0.77388	0.202304	0.533194	0.264502
ADBE	2011-09-16	8,891,376	14,209,815	0.639045	0.229987	0.648194	0.121819
ADBE	2011-09-23	17,088,982	28,638,900	0.631972	0.178597	0.574322	0.247081
ADBE	2011-09-30	8,361,896	12,717,931	0.659555	0.222816	0.678249	0.098936
ADBE	2011-10-07	9,107,412	13,116,059	0.74636	0.224974	0.648707	0.126318
ADBE	2011-10-14	9,661,775	17,855,284	0.563086	0.197433	0.601288	0.201279
ADBE	2011-10-21	5,802,021	13,592,052	0.493616	0.23651	0.655668	0.107821
ADBE	2011-10-28	7,010,698	13,982,363	0.536553	0.222233	0.630074	0.147693
ADBE	2011-11-04	10,887,463	16,269,671	0.688583	0.235286	0.681917	0.082797
ADBE	2011-11-11	9,323,656	20,362,792	0.512659	0.213108	0.73936	0.047532
ADBE	2011-11-18	6,982,450	11,069,944	0.658678	0.251563	0.686641	0.061796
ADBE	2011-11-25	5,001,489	7,746,798	0.695516	0.257078	0.673573	0.069349
ADBE	2011-12-02	6,377,306	11,357,583	0.61018	0.264103	0.654014	0.081883
ADBE	2011-12-09	5,961,072	9,270,051	0.669568	0.288216	0.576228	0.135556
ADBE	2011-12-16	9,085,741	13,678,338	0.672577	0.245403	0.680018	0.074579
ADBE	2011-12-23	5,162,831	9,264,432	0.548171	0.239097	0.685193	0.07571
ADBE	2011-12-30	2,493,505	4,282,568	0.598327	0.250269	0.665062	0.084669
ADBE	2012-01-06	3,548,044	5,749,536	0.635087	0.222931	0.707582	0.069487
ADBE	2012-01-13	4,202,028	6,779,193	0.643393	0.266779	0.65844	0.074781
ADBE	2012-01-20	3,525,517	5,889,509	0.669733	0.254001	0.670982	0.075017
ADBE	2012-01-27	5,595,286	8,183,686	0.690096	0.22195	0.668064	0.109986
ADBE	2012-02-03	4,741,273	8,269,860	0.572816	0.210283	0.68936	0.100358
ADBE	2012-02-10	3,715,769	7,316,849	0.533978	0.217258	0.613068	0.169673
ADBE	2012-02-17	3,026,805	5,970,109	0.529918	0.285914	0.637349	0.076737
ADBE	2012-02-24	2,454,182	4,387,358	0.56154	0.275035	0.652486	0.072479
ADBE	2012-03-02	3,992,636	6,474,309	0.624354	0.226474	0.68896	0.084566
ADBE	2012-03-09	3,578,306	6,189,877	0.592049	0.23402	0.670093	0.095887
ADBE	2012-03-16	2,961,395	5,415,780	0.586232	0.284648	0.601919	0.113433
ADBE	2012-03-23	7,411,925	12,088,908	0.635174	0.251186	0.674248	0.074566
ADBE	2012-03-30	4,752,296	7,188,932	0.665759	0.273798	0.63988	0.086322
ADBE	2012-04-06	2,693,986	5,019,295	0.546277	0.211754	0.690733	0.097513
ADBE	2012-04-13	3,404,214	5,679,695	0.626896	0.251101	0.648197	0.100701
ADBE	2012-04-20	3,418,879	5,917,993	0.599217	0.274538	0.626224	0.099237
ADBE	2012-04-27	3,420,206	5,723,321	0.616019	0.246724	0.654079	0.099197
ADBE	2012-05-04	2,711,037	4,619,170	0.598384	0.251421	0.57132	0.177258
ADBE	2012-05-11	3,968,117	6,509,820	0.619094	0.290135	0.609434	0.100431
ADBE	2012-05-18	4,879,803	7,356,886	0.657744	0.258764	0.577561	0.163675
ADBE	2012-05-25	3,554,007	6,189,072	0.593134	0.334982	0.552799	0.112219
ADBE	2012-06-01	3,187,126	6,055,698	0.558335	0.233155	0.547313	0.219532
ADBE	2012-06-08	3,173,607	5,701,443	0.544679	0.245563	0.656009	0.098428
ADBE	2012-06-15	5,328,446	8,026,600	0.649391	0.242924	0.683868	0.073208
ADBE	2012-06-22	10,123,502	14,824,205	0.674432	0.242179	0.688265	0.069556
ADBE	2012-06-29	2,955,635	4,938,759	0.600706	0.287764	0.657976	0.05426
ADBE	2012-07-06	2,913,153	5,275,190	0.538288	0.232768	0.60769	0.159542
ADBE	2012-07-13	5,686,860	9,360,068	0.636442	0.193071	0.605334	0.201595
ADBE	2012-07-20	3,860,870	6,195,511	0.616719	0.242599	0.700108	0.057293
ADBE	2012-07-27	3,433,531	6,098,237	0.592658	0.256814	0.650839	0.092346
ADBE	2012-08-03	3,974,869	7,274,956	0.592966	0.242494	0.699802	0.057704
ADBE	2012-08-10	2,826,236	5,999,950	0.484831	0.24547	0.688614	0.065916
ADBE	2012-08-17	3,401,973	6,501,101	0.529647	0.228736	0.6998	0.071465
ADBE	2012-08-24	4,823,469	8,224,195	0.615786	0.257775	0.666251	0.075974
ADBE	2012-08-31	5,271,400	8,522,326	0.626756	0.221606	0.712908	0.065486
ADBE	2012-09-07	4,290,048	7,649,858	0.564772	0.222949	0.728231	0.04882
ADBE	2012-09-14	4,101,200	7,942,555	0.542418	0.242906	0.627287	0.129807
ADBE	2012-09-21	7,785,206	13,007,457	0.601089	0.276856	0.683508	0.039636
ADBE	2012-09-28	5,977,747	10,362,402	0.600215	0.232241	0.621756	0.146003
ADBE	2012-10-05	4,131,627	6,983,666	0.602114	0.248304	0.684254	0.067442
ADBE	2012-10-12	4,940,679	7,375,819	0.6565	0.151716	0.661187	0.187096
ADBE	2012-10-19	6,616,105	9,465,538	0.701495	0.215251	0.740746	0.044003
ADBE	2012-10-26	6,507,081	8,694,988	0.741315	0.244633	0.729571	0.025796
ADBE	2012-11-02	3,784,971	5,561,158	0.689249	0.307375	0.653776	0.038849
ADBE	2012-11-09	5,543,646	8,040,570	0.700295	0.233616	0.734622	0.031762
ADBE	2012-11-16	6,005,734	7,699,604	0.762383	0.196305	0.78229	0.021405
ADBE	2012-11-23	2,157,250	3,407,653	0.637835	0.227519	0.725445	0.047036
ADBE	2012-11-30	4,222,190	6,155,211	0.698109	0.242097	0.70299	0.054912
ADBE	2012-12-07	5,796,700	9,015,425	0.650631	0.204122	0.746744	0.049133
ADBE	2012-12-14	8,838,884	15,890,717	0.559879	0.216874	0.729996	0.053131

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