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	2015-05-01	110,372,492	302,440,320	0.370167	0.628999	0.292373	0.078628
AAPL	2015-05-08	61,399,847	179,187,346	0.382654	0.625864	0.340976	0.033161
AAPL	2015-05-15	54,930,024	136,857,616	0.416334	0.662616	0.309206	0.028178
AAPL	2015-05-22	74,926,861	150,483,506	0.484536	0.755177	0.223732	0.021092
AAPL	2015-05-29	61,490,950	129,310,601	0.453163	0.724082	0.255398	0.020519
AAPL	2015-06-05	50,649,892	122,362,690	0.44851	0.680167	0.296167	0.023666
AAPL	2015-06-12	67,568,692	163,641,195	0.450077	0.633012	0.295215	0.071772
AAPL	2015-06-19	49,056,362	117,986,938	0.458518	0.65765	0.316769	0.02558
AAPL	2015-06-26	42,840,694	126,922,336	0.357707	0.678103	0.30219	0.019707
AAPL	2015-07-03	49,372,046	102,883,755	0.527147	0.695038	0.274246	0.030716
AAPL	2015-07-10	75,900,505	197,608,781	0.41463	0.65725	0.323031	0.01972
AAPL	2015-07-17	64,824,895	123,426,114	0.501481	0.728585	0.249057	0.022358
AAPL	2015-07-24	100,001,117	232,814,794	0.450072	0.73522	0.239226	0.025554
AAPL	2015-07-31	50,425,950	129,936,937	0.408754	0.626975	0.329967	0.043058
AAPL	2015-08-07	90,672,218	290,845,043	0.340221	0.641509	0.319227	0.039264
AAPL	2015-08-14	99,175,313	255,088,644	0.420788	0.664266	0.295464	0.04027
AAPL	2015-08-21	128,373,744	241,912,672	0.554917	0.643461	0.265976	0.090563
AAPL	2015-08-28	192,122,432	356,593,466	0.57811	0.684207	0.244309	0.071484
AAPL	2015-09-04	142,529,553	225,859,276	0.629688	0.654222	0.255914	0.089863
AAPL	2015-09-11	108,097,790	183,284,723	0.617336	0.700467	0.265539	0.033994
AAPL	2015-09-18	109,502,862	184,381,856	0.595814	0.713171	0.249894	0.036935
AAPL	2015-09-25	101,918,022	170,807,507	0.576747	0.695015	0.273338	0.031647
AAPL	2015-10-02	120,563,881	222,027,926	0.512623	0.652449	0.327665	0.019886
AAPL	2015-10-09	91,406,809	190,545,163	0.453043	0.690667	0.289349	0.019983
AAPL	2015-10-16	63,639,410	129,882,870	0.463958	0.708394	0.271586	0.02002
AAPL	2015-10-23	78,079,434	159,563,478	0.459875	0.719611	0.26381	0.016579
AAPL	2015-10-30	107,369,019	231,996,842	0.447282	0.757148	0.228869	0.013983
AAPL	2015-11-06	69,408,107	150,624,282	0.457953	0.694799	0.245476	0.059725
AAPL	2015-11-13	64,755,559	175,929,327	0.384595	0.651957	0.281038	0.067005
AAPL	2015-11-20	52,498,498	141,197,278	0.414233	0.689448	0.292424	0.018128
AAPL	2015-11-27	32,402,944	77,202,984	0.448405	0.69161	0.286106	0.022284
AAPL	2015-12-04	51,450,525	141,795,518	0.397302	0.632276	0.337623	0.0301
AAPL	2015-12-11	64,867,965	132,949,937	0.52106	0.64951	0.324228	0.026262
AAPL	2015-12-18	75,375,858	207,164,322	0.401965	0.620633	0.350882	0.028485
AAPL	2015-12-25	38,434,122	89,826,956	0.416783	0.684928	0.296669	0.018404
AAPL	2016-01-01	39,274,034	91,547,440	0.424194	0.694307	0.283458	0.022235
AAPL	2016-01-08	122,010,135	261,126,611	0.466718	0.637634	0.282066	0.0803
AAPL	2016-01-15	124,253,266	218,124,807	0.557418	0.705425	0.276379	0.018196
AAPL	2016-01-22	104,049,476	193,086,600	0.536126	0.641096	0.266872	0.092032
AAPL	2016-01-29	137,916,437	275,950,302	0.52493	0.717663	0.260864	0.021473
AAPL	2016-02-05	83,530,723	149,032,345	0.55556	0.673575	0.303408	0.023017
AAPL	2016-02-12	91,090,469	165,680,731	0.549929	0.632827	0.345676	0.021498
AAPL	2016-02-19	54,966,740	118,206,526	0.490989	0.667159	0.30674	0.0261
AAPL	2016-02-26	54,280,899	116,459,431	0.474517	0.628282	0.348479	0.023239
AAPL	2016-03-04	79,172,584	147,878,704	0.537964	0.703718	0.273219	0.023063
AAPL	2016-03-11	57,331,206	112,596,014	0.501386	0.661689	0.31353	0.024781
AAPL	2016-03-18	68,521,454	126,427,039	0.563433	0.661714	0.254914	0.083372
AAPL	2016-03-25	47,998,614	92,464,404	0.537818	0.649669	0.259201	0.09113
AAPL	2016-04-01	63,497,501	121,140,443	0.507924	0.666484	0.228082	0.105434
AAPL	2016-04-08	67,882,795	121,562,922	0.571187	0.634725	0.244593	0.120683
AAPL	2016-04-15	62,917,657	123,684,170	0.516633	0.651521	0.277881	0.070598
AAPL	2016-04-22	41,956,309	129,339,040	0.325668	0.652591	0.323889	0.02352
AAPL	2016-04-29	100,565,081	250,816,155	0.430403	0.696315	0.279671	0.024014
AAPL	2016-05-06	69,918,104	170,265,682	0.444657	0.693752	0.284401	0.021848
AAPL	2016-05-13	67,466,911	164,074,111	0.43445	0.658605	0.322078	0.019317
AAPL	2016-05-20	89,788,379	152,221,627	0.598841	0.696918	0.283488	0.019594
AAPL	2016-05-27	70,173,450	134,267,896	0.536933	0.701384	0.277704	0.020913
AAPL	2016-06-03	36,097,085	104,510,626	0.371659	0.592257	0.319345	0.088398
AAPL	2016-06-10	35,854,889	86,754,247	0.459103	0.619648	0.343082	0.03727
AAPL	2016-06-17	63,833,194	137,521,454	0.508507	0.548555	0.307951	0.143494
AAPL	2016-06-24	48,015,614	131,498,000	0.387365	0.598065	0.374472	0.027463
AAPL	2016-07-01	55,491,408	136,093,246	0.431615	0.567784	0.347449	0.084767
AAPL	2016-07-08	26,218,681	76,585,536	0.393247	0.576511	0.395125	0.028364
AAPL	2016-07-15	31,203,714	96,926,431	0.363501	0.561713	0.411712	0.026575
AAPL	2016-07-22	30,614,552	103,199,725	0.331503	0.575424	0.40325	0.021326
AAPL	2016-07-29	51,684,242	169,865,887	0.327568	0.630403	0.347799	0.021798
AAPL	2016-08-05	47,568,340	126,284,854	0.388786	0.629663	0.291501	0.078836
AAPL	2016-08-12	38,344,134	89,771,226	0.460439	0.631984	0.283266	0.08475
AAPL	2016-08-19	32,789,474	87,062,420	0.422306	0.64167	0.3288	0.02953
AAPL	2016-08-26	26,549,995	83,981,016	0.356259	0.600154	0.371291	0.028554
AAPL	2016-09-02	31,186,362	87,115,527	0.399762	0.63468	0.343826	0.021495
AAPL	2016-09-09	48,726,354	115,848,203	0.474445	0.671898	0.297228	0.030873
AAPL	2016-09-16	129,333,466	268,449,660	0.51882	0.694433	0.286045	0.019522
AAPL	2016-09-23	58,864,988	145,465,203	0.433523	0.697955	0.285779	0.016266
AAPL	2016-09-30	44,859,099	106,363,787	0.439181	0.65115	0.326314	0.022536
AAPL	2016-10-07	36,421,179	89,538,816	0.418586	0.648921	0.334426	0.016653
AAPL	2016-10-14	63,432,005	146,183,993	0.464791	0.693895	0.287845	0.01826
AAPL	2016-10-21	29,806,049	77,432,183	0.404553	0.683382	0.301252	0.015366
AAPL	2016-10-28	56,282,003	137,081,447	0.419927	0.688672	0.290107	0.021221
AAPL	2016-11-04	38,311,856	104,487,899	0.385897	0.642271	0.334282	0.023447
AAPL	2016-11-11	56,461,811	140,884,426	0.426288	0.654328	0.322654	0.023018
AAPL	2016-11-18	51,878,990	127,760,888	0.438975	0.625159	0.2831	0.091741
AAPL	2016-11-25	24,692,379	58,617,532	0.44666	0.662365	0.29927	0.038365
AAPL	2016-12-02	43,952,560	103,102,186	0.457649	0.571306	0.323214	0.10548
AAPL	2016-12-09	39,149,317	98,260,510	0.423216	0.614191	0.34655	0.039258
AAPL	2016-12-16	43,528,011	103,105,058	0.433758	0.651433	0.316347	0.032219
AAPL	2016-12-23	23,432,859	67,952,926	0.368926	0.681374	0.281427	0.037199
AAPL	2016-12-30	23,141,266	54,625,512	0.444705	0.605114	0.354113	0.040773
AAPL	2017-01-06	27,623,472	69,318,903	0.406205	0.606797	0.359926	0.033277
AAPL	2017-01-13	39,946,854	92,161,509	0.429819	0.654693	0.317192	0.028115
AAPL	2017-01-20	28,458,146	68,661,363	0.426229	0.635003	0.329406	0.035592
AAPL	2017-01-27	31,309,119	78,478,758	0.386299	0.656683	0.311671	0.031646
AAPL	2017-02-03	67,717,304	165,521,162	0.384118	0.680207	0.291766	0.028027
AAPL	2017-02-10	41,372,835	99,110,446	0.432492	0.644131	0.218162	0.137707
AAPL	2017-02-17	34,903,646	91,745,226	0.411056	0.674906	0.236438	0.088656
AAPL	2017-02-24	15,891,321	45,247,449	0.393104	0.656584	0.303174	0.040242
AAPL	2017-03-03	30,493,959	80,667,355	0.416046	0.692609	0.271273	0.036118
AAPL	2017-03-10	24,686,715	62,325,458	0.438503	0.663933	0.295655	0.040412
AAPL	2017-03-17	25,369,948	60,751,887	0.462845	0.671438	0.281368	0.047194
AAPL	2017-03-24	35,022,338	82,328,800	0.437126	0.68964	0.279978	0.030382

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