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
AAPL	2011-07-01	11,984,098	23,517,955	0.555662	0.279223	0.634898	0.085878
AAPL	2011-07-08	11,732,084	23,806,378	0.512319	0.255384	0.6817	0.062916
AAPL	2011-07-15	14,132,710	31,439,677	0.416195	0.337364	0.606947	0.055689
AAPL	2011-07-22	23,543,035	53,392,754	0.483341	0.254746	0.545777	0.199477
AAPL	2011-07-29	18,580,703	42,693,469	0.452537	0.231299	0.636328	0.132373
AAPL	2011-08-05	20,879,809	55,519,884	0.368064	0.283789	0.642102	0.074108
AAPL	2011-08-12	23,238,334	55,942,858	0.413155	0.317657	0.603644	0.078699
AAPL	2011-08-19	16,207,092	38,391,913	0.425442	0.250917	0.667333	0.081749
AAPL	2011-08-26	21,800,150	42,439,242	0.519154	0.301972	0.620166	0.077862
AAPL	2011-09-02	14,841,837	29,391,902	0.560564	0.267394	0.623438	0.109168
AAPL	2011-09-09	19,016,985	35,389,246	0.595764	0.191699	0.552502	0.2558
AAPL	2011-09-16	18,873,642	34,247,317	0.588376	0.239221	0.679354	0.081425
AAPL	2011-09-23	28,184,207	63,358,334	0.486895	0.226444	0.572696	0.20086
AAPL	2011-09-30	20,474,960	44,130,965	0.492225	0.21885	0.705895	0.075254
AAPL	2011-10-07	26,125,961	59,502,912	0.478215	0.217729	0.702388	0.079883
AAPL	2011-10-14	26,247,197	45,894,471	0.607546	0.192982	0.674726	0.132292
AAPL	2011-10-21	28,727,256	57,412,681	0.552127	0.215392	0.707054	0.077554
AAPL	2011-10-28	17,239,840	37,215,604	0.507703	0.200595	0.683361	0.116044
AAPL	2011-11-04	15,009,053	33,089,079	0.504667	0.236779	0.711653	0.051568
AAPL	2011-11-11	18,329,203	43,486,630	0.464599	0.234238	0.711639	0.054122
AAPL	2011-11-18	15,718,409	32,915,753	0.521568	0.236275	0.705038	0.058687
AAPL	2011-11-25	11,140,996	24,033,627	0.508386	0.27781	0.670139	0.052052
AAPL	2011-12-02	15,468,928	29,393,669	0.559192	0.235174	0.714623	0.050203
AAPL	2011-12-09	15,479,916	29,508,670	0.552658	0.247813	0.637738	0.114448
AAPL	2011-12-16	14,292,394	27,320,614	0.568641	0.304678	0.641344	0.053977
AAPL	2011-12-23	11,072,122	20,600,600	0.595233	0.238944	0.70761	0.053446
AAPL	2011-12-30	7,531,885	13,260,187	0.621237	0.286011	0.64857	0.065419
AAPL	2012-01-06	10,155,232	18,459,820	0.593699	0.282349	0.658633	0.059018
AAPL	2012-01-13	10,187,921	20,344,553	0.549029	0.242121	0.697853	0.060026
AAPL	2012-01-20	10,533,939	18,754,305	0.610804	0.305847	0.629719	0.064434
AAPL	2012-01-27	13,166,707	33,791,186	0.380112	0.295252	0.644785	0.059964
AAPL	2012-02-03	9,892,288	22,107,311	0.437002	0.3245	0.621925	0.053574
AAPL	2012-02-10	17,919,069	40,336,437	0.43014	0.265851	0.612309	0.12184
AAPL	2012-02-17	23,345,856	53,777,038	0.446481	0.290651	0.650454	0.058895
AAPL	2012-02-24	13,413,608	29,104,449	0.45266	0.290496	0.651472	0.058031
AAPL	2012-03-02	23,296,609	47,877,402	0.476513	0.281154	0.673209	0.045636
AAPL	2012-03-09	22,024,912	47,970,393	0.468629	0.295327	0.652501	0.052172
AAPL	2012-03-16	32,646,603	63,488,067	0.522505	0.252808	0.709927	0.037265
AAPL	2012-03-23	22,586,181	46,192,024	0.549957	0.259982	0.702688	0.037329
AAPL	2012-03-30	19,296,935	45,688,922	0.490471	0.273883	0.695535	0.030582
AAPL	2012-04-06	17,170,862	37,069,544	0.506256	0.238589	0.734787	0.026625
AAPL	2012-04-13	22,967,877	47,614,513	0.507265	0.258574	0.709258	0.032168
AAPL	2012-04-20	28,155,379	65,641,744	0.477251	0.262353	0.698395	0.039253
AAPL	2012-04-27	18,718,243	46,206,200	0.479604	0.269675	0.695192	0.035132
AAPL	2012-05-04	14,785,504	34,075,639	0.488189	0.254182	0.65296	0.092857
AAPL	2012-05-11	13,599,975	28,106,469	0.510006	0.238218	0.729895	0.031886
AAPL	2012-05-18	17,996,011	40,449,594	0.46918	0.220469	0.680586	0.098946
AAPL	2012-05-25	15,982,296	33,645,754	0.516576	0.255861	0.711382	0.032757
AAPL	2012-06-01	12,859,257	27,144,858	0.491526	0.233207	0.664216	0.102577
AAPL	2012-06-08	11,760,735	26,086,431	0.497087	0.244498	0.722288	0.033215
AAPL	2012-06-15	12,062,899	23,998,907	0.523466	0.226082	0.750414	0.023504
AAPL	2012-06-22	10,318,383	22,989,380	0.483044	0.230056	0.742941	0.027003
AAPL	2012-06-29	8,572,768	19,624,590	0.461875	0.252381	0.72145	0.026168
AAPL	2012-07-06	11,285,663	23,666,158	0.50694	0.235252	0.660875	0.103874
AAPL	2012-07-13	15,517,258	32,906,875	0.511673	0.223657	0.627185	0.149158
AAPL	2012-07-20	10,755,852	22,144,570	0.523927	0.268893	0.709069	0.022038
AAPL	2012-07-27	17,832,890	34,349,215	0.544844	0.277593	0.696084	0.026323
AAPL	2012-08-03	13,084,281	26,140,528	0.531119	0.283823	0.694381	0.021796
AAPL	2012-08-10	7,577,569	14,315,115	0.543639	0.29297	0.688935	0.018095
AAPL	2012-08-17	9,767,934	19,218,892	0.522322	0.260445	0.726346	0.013209
AAPL	2012-08-24	16,290,724	35,748,030	0.481164	0.240127	0.740784	0.019089
AAPL	2012-08-31	8,757,578	18,950,800	0.492225	0.285125	0.699744	0.015131
AAPL	2012-09-07	8,161,903	18,171,836	0.504928	0.32937	0.651191	0.01944
AAPL	2012-09-14	16,726,159	39,909,113	0.465172	0.29288	0.606294	0.100826
AAPL	2012-09-21	9,207,599	22,516,016	0.448839	0.34646	0.63158	0.02196
AAPL	2012-09-28	14,457,240	38,293,791	0.437515	0.320184	0.571919	0.107897
AAPL	2012-10-05	12,485,073	30,858,951	0.44073	0.318736	0.652839	0.028425
AAPL	2012-10-12	19,706,696	47,261,122	0.477047	0.286009	0.542448	0.171543
AAPL	2012-10-19	14,341,890	32,287,420	0.482767	0.329801	0.644678	0.025522
AAPL	2012-10-26	17,438,851	41,409,514	0.462441	0.36238	0.605416	0.032204
AAPL	2012-11-02	6,240,074	16,837,795	0.41735	0.389305	0.566642	0.044053
AAPL	2012-11-09	18,914,987	43,227,147	0.491348	0.372675	0.586738	0.040587
AAPL	2012-11-16	21,207,589	44,230,526	0.54901	0.370114	0.603955	0.025931
AAPL	2012-11-23	14,802,232	25,844,120	0.603419	0.385686	0.582918	0.031396
AAPL	2012-11-30	15,675,060	30,628,903	0.572307	0.386993	0.585561	0.027446
AAPL	2012-12-07	23,299,057	50,124,827	0.536327	0.391417	0.571691	0.036892
AAPL	2012-12-14	18,820,075	41,205,290	0.522034	0.408248	0.55365	0.038101
AAPL	2012-12-21	18,746,010	40,302,892	0.523448	0.380197	0.504601	0.115202
AAPL	2012-12-28	9,097,955	17,682,388	0.572875	0.47088	0.502346	0.026774
AAPL	2013-01-04	15,360,319	34,192,807	0.506655	0.385594	0.485421	0.128985
AAPL	2013-01-11	16,780,611	35,327,633	0.528866	0.415984	0.478846	0.10517
AAPL	2013-01-18	18,768,793	41,426,643	0.507199	0.42448	0.530879	0.044641
AAPL	2013-01-25	14,314,367	45,077,404	0.42892	0.410567	0.518986	0.070447
AAPL	2013-02-01	14,428,057	31,405,990	0.514464	0.438851	0.512685	0.048464
AAPL	2013-02-08	17,664,034	33,462,975	0.574915	0.400951	0.493178	0.105871
AAPL	2013-02-15	12,740,707	25,947,902	0.547853	0.392261	0.524528	0.083211
AAPL	2013-02-22	11,348,281	21,403,011	0.571437	0.483135	0.452742	0.064122
AAPL	2013-03-01	13,274,236	27,268,721	0.529684	0.429409	0.508041	0.06255
AAPL	2013-03-08	11,935,966	28,650,986	0.46542	0.41385	0.516068	0.070082
AAPL	2013-03-15	11,232,168	26,093,077	0.482622	0.42342	0.506392	0.070188
AAPL	2013-03-22	13,041,119	26,518,336	0.543464	0.405775	0.532347	0.061878
AAPL	2013-03-29	8,293,426	18,568,446	0.488538	0.458113	0.472115	0.069773
AAPL	2013-04-05	11,114,148	25,573,865	0.478854	0.445972	0.483075	0.070953
AAPL	2013-04-12	9,163,324	18,454,231	0.531859	0.410447	0.534339	0.055215
AAPL	2013-04-19	17,423,457	35,342,815	0.534675	0.417763	0.515874	0.066363
AAPL	2013-04-26	15,913,130	36,240,094	0.485988	0.398734	0.443868	0.157397
AAPL	2013-05-03	29,585,282	64,863,804	0.503749	0.7214	0.244659	0.033941
AAPL	2013-05-10	26,243,676	54,558,301	0.549589	0.677469	0.288874	0.033658
AAPL	2013-05-17	24,917,867	64,026,443	0.472473	0.632272	0.323657	0.044071
AAPL	2013-05-24	23,834,920	49,400,278	0.550891	0.666729	0.302615	0.030656

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