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
ACAD	2014-09-19	2,045,042	4,254,942	0.547499	0.760621	0.214452	0.024927
ACAD	2014-09-26	1,339,699	2,741,808	0.570367	0.65886	0.301929	0.039212
ACAD	2014-10-03	1,833,381	3,583,097	0.598868	0.720301	0.244957	0.034742
ACAD	2014-10-10	1,879,662	3,523,752	0.649698	0.728814	0.24324	0.027946
ACAD	2014-10-17	2,060,549	4,674,534	0.497166	0.665651	0.298134	0.036215
ACAD	2014-10-24	1,591,064	2,730,475	0.62131	0.741225	0.204951	0.053824
ACAD	2014-10-31	1,859,126	3,438,310	0.617674	0.716769	0.202211	0.08102
ACAD	2014-11-07	1,523,844	2,613,073	0.635597	0.7034	0.269468	0.027132
ACAD	2014-11-14	1,721,871	4,071,529	0.532267	0.67463	0.278609	0.046761
ACAD	2014-11-21	1,448,868	3,111,798	0.505775	0.745499	0.227353	0.027148
ACAD	2014-11-28	1,242,290	2,615,831	0.573329	0.742479	0.214029	0.043492
ACAD	2014-12-05	1,546,051	3,466,430	0.53612	0.747692	0.215926	0.036382
ACAD	2014-12-12	2,260,229	4,626,367	0.557409	0.779567	0.185737	0.034697
ACAD	2014-12-19	2,052,408	4,629,835	0.47947	0.652696	0.305142	0.042163
ACAD	2014-12-26	2,155,478	4,069,529	0.554897	0.562603	0.245919	0.191478
ACAD	2015-01-02	1,150,696	2,216,766	0.602404	0.659429	0.298883	0.041687
ACAD	2015-01-09	2,277,996	4,509,837	0.622248	0.676311	0.295122	0.028567
ACAD	2015-01-16	3,031,912	5,847,071	0.612046	0.630936	0.315984	0.05308
ACAD	2015-01-23	1,549,584	3,139,312	0.555228	0.546041	0.434198	0.019762
ACAD	2015-01-30	2,272,284	5,926,106	0.498783	0.521547	0.393923	0.084529
ACAD	2015-02-06	2,351,396	4,288,744	0.619837	0.598828	0.37976	0.021412
ACAD	2015-02-13	1,599,123	2,966,918	0.588512	0.60311	0.385437	0.011453
ACAD	2015-02-20	1,797,912	4,135,180	0.54797	0.660308	0.32857	0.011122
ACAD	2015-02-27	2,099,497	4,447,311	0.564297	0.612492	0.371104	0.016403
ACAD	2015-03-06	1,734,044	4,948,181	0.438781	0.523999	0.344321	0.131681
ACAD	2015-03-13	11,589,714	28,041,693	0.476929	0.609139	0.249842	0.14102
ACAD	2015-03-20	3,261,052	9,379,107	0.385923	0.654691	0.306031	0.039278
ACAD	2015-03-27	2,697,088	8,967,067	0.377991	0.645133	0.327148	0.027719
ACAD	2015-04-03	2,352,808	4,465,347	0.532201	0.649096	0.291927	0.058977
ACAD	2015-04-10	3,841,428	6,605,133	0.625989	0.641048	0.31629	0.042663
ACAD	2015-04-17	2,854,595	5,749,450	0.56831	0.702966	0.266477	0.030557
ACAD	2015-04-24	2,157,900	4,411,438	0.532159	0.590446	0.301511	0.108043
ACAD	2015-05-01	2,607,155	5,706,420	0.488938	0.569984	0.307336	0.12268
ACAD	2015-05-08	2,122,401	3,840,403	0.577692	0.561145	0.40535	0.033505
ACAD	2015-05-15	1,295,351	2,451,290	0.609339	0.584495	0.385036	0.030469
ACAD	2015-05-22	1,447,252	3,820,112	0.435192	0.498727	0.470612	0.030661
ACAD	2015-05-29	1,437,349	2,448,357	0.591604	0.629474	0.351281	0.019245
ACAD	2015-06-05	1,118,842	2,288,719	0.538793	0.632443	0.351159	0.016398
ACAD	2015-06-12	1,480,449	3,800,489	0.415392	0.519301	0.404182	0.076516
ACAD	2015-06-19	1,195,802	3,006,326	0.423243	0.608032	0.372991	0.018976
ACAD	2015-06-26	1,317,299	2,337,721	0.559484	0.584763	0.392112	0.023125
ACAD	2015-07-03	809,625	1,887,414	0.445937	0.617966	0.366124	0.01591
ACAD	2015-07-10	1,230,993	2,702,991	0.519393	0.660438	0.321436	0.018127
ACAD	2015-07-17	2,382,565	5,662,073	0.504401	0.640545	0.34058	0.018875
ACAD	2015-07-24	1,144,938	2,773,695	0.42057	0.68423	0.288369	0.027401
ACAD	2015-07-31	1,349,356	3,399,315	0.477504	0.619879	0.313106	0.067014
ACAD	2015-08-07	2,306,054	6,060,876	0.441029	0.624117	0.331538	0.044345
ACAD	2015-08-14	2,367,215	4,352,511	0.572461	0.678008	0.300809	0.021183
ACAD	2015-08-21	1,454,684	3,231,314	0.538662	0.549695	0.365795	0.08451
ACAD	2015-08-28	1,861,499	3,296,141	0.601679	0.656792	0.271062	0.072147
ACAD	2015-09-04	2,750,108	5,051,675	0.624847	0.630797	0.281376	0.087827
ACAD	2015-09-11	1,067,157	2,594,698	0.567381	0.633931	0.337831	0.028238
ACAD	2015-09-18	1,474,760	3,138,170	0.490142	0.605886	0.347228	0.046886
ACAD	2015-09-25	1,839,712	4,563,830	0.489319	0.71555	0.249818	0.034631
ACAD	2015-10-02	2,217,193	5,087,857	0.518786	0.682695	0.284273	0.033032
ACAD	2015-10-09	1,410,447	3,508,766	0.492783	0.676403	0.296838	0.026759
ACAD	2015-10-16	1,746,422	3,022,187	0.660003	0.734088	0.234753	0.031158
ACAD	2015-10-23	1,492,668	2,733,312	0.63505	0.71934	0.248967	0.031693
ACAD	2015-10-30	1,434,734	2,988,767	0.524497	0.725315	0.238811	0.035874
ACAD	2015-11-06	4,596,696	10,148,304	0.53216	0.633042	0.28893	0.078028
ACAD	2015-11-13	2,070,761	4,411,244	0.513486	0.603362	0.278496	0.118142
ACAD	2015-11-20	1,488,433	2,935,116	0.582639	0.653233	0.309821	0.036946
ACAD	2015-11-27	1,045,596	2,232,701	0.545372	0.71664	0.25892	0.02444
ACAD	2015-12-04	1,385,381	2,893,456	0.519492	0.673053	0.297565	0.029382
ACAD	2015-12-11	1,278,797	2,353,245	0.591247	0.688576	0.277621	0.033803
ACAD	2015-12-18	1,986,696	4,220,329	0.511223	0.674721	0.279212	0.046067
ACAD	2015-12-25	744,397	1,514,258	0.519647	0.653763	0.315915	0.030321
ACAD	2016-01-01	751,892	1,427,946	0.604267	0.693985	0.274394	0.031621
ACAD	2016-01-08	3,810,842	9,452,126	0.507798	0.632599	0.266437	0.100964
ACAD	2016-01-15	3,258,938	9,102,721	0.42549	0.712408	0.243822	0.043771
ACAD	2016-01-22	3,175,485	7,364,085	0.491297	0.66411	0.226689	0.109201
ACAD	2016-01-29	4,684,508	8,765,776	0.621159	0.692167	0.269222	0.038611
ACAD	2016-02-05	4,950,715	9,024,968	0.544025	0.580499	0.386786	0.032715
ACAD	2016-02-12	3,425,663	7,056,038	0.535568	0.741064	0.223105	0.035831
ACAD	2016-02-19	2,670,345	5,414,476	0.58669	0.710071	0.256856	0.033072
ACAD	2016-02-26	3,025,668	5,392,689	0.621223	0.66301	0.306564	0.030426
ACAD	2016-03-04	5,191,329	8,351,596	0.64655	0.764847	0.215491	0.019662
ACAD	2016-03-11	3,577,235	6,224,894	0.56763	0.705967	0.247642	0.04639
ACAD	2016-03-18	3,926,005	6,181,470	0.677371	0.666357	0.246928	0.086715
ACAD	2016-03-25	5,431,875	8,695,228	0.641519	0.689963	0.224168	0.085868
ACAD	2016-04-01	24,312,793	41,461,581	0.671048	0.761775	0.138148	0.100077
ACAD	2016-04-08	10,795,692	18,190,002	0.647286	0.679024	0.20504	0.115937
ACAD	2016-04-15	6,033,078	9,827,848	0.644681	0.672031	0.247495	0.080474
ACAD	2016-04-22	4,295,475	7,522,312	0.593242	0.743505	0.230078	0.026417
ACAD	2016-04-29	4,943,098	8,240,587	0.668396	0.781849	0.200976	0.017175
ACAD	2016-05-06	9,859,292	16,434,859	0.661368	0.727747	0.25111	0.021144
ACAD	2016-05-13	4,087,014	6,957,011	0.664081	0.716192	0.251911	0.031898
ACAD	2016-05-20	6,104,699	9,949,145	0.669602	0.702379	0.269541	0.028081
ACAD	2016-05-27	3,508,070	7,078,554	0.57818	0.727446	0.242724	0.02983
ACAD	2016-06-03	3,909,993	7,413,746	0.599554	0.644397	0.237263	0.11834
ACAD	2016-06-10	6,437,635	11,665,872	0.640585	0.737109	0.242987	0.019905
ACAD	2016-06-17	4,490,150	8,204,892	0.610401	0.571317	0.29528	0.133403
ACAD	2016-06-24	4,365,348	9,372,501	0.521952	0.666388	0.302252	0.03136
ACAD	2016-07-01	3,685,233	7,057,114	0.570154	0.646222	0.270717	0.083061
ACAD	2016-07-08	2,308,478	4,065,339	0.592286	0.67988	0.293717	0.026403
ACAD	2016-07-15	2,189,938	3,936,004	0.596678	0.679003	0.289688	0.031309
ACAD	2016-07-22	3,868,616	7,101,938	0.629395	0.736776	0.238161	0.025063
ACAD	2016-07-29	2,711,539	4,544,068	0.661548	0.695914	0.275595	0.028492
ACAD	2016-08-05	3,852,868	6,946,050	0.605234	0.661531	0.26018	0.078289
ACAD	2016-08-12	5,636,054	11,095,379	0.617453	0.638073	0.280059	0.081868

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