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	2018-07-20	4,120,996	8,372,497	0.588382	0.73424	0.252237	0.013523
ACAD	2018-07-27	3,113,900	5,598,423	0.586786	0.697038	0.287123	0.015839
ACAD	2018-08-03	3,188,131	5,950,728	0.64822	0.673975	0.303779	0.022246
ACAD	2018-08-10	6,933,173	15,472,454	0.527751	0.712654	0.272698	0.014648
ACAD	2018-08-17	2,763,435	7,117,367	0.413218	0.628372	0.357256	0.014372
ACAD	2018-08-24	2,160,671	4,796,665	0.453303	0.653615	0.330822	0.015563
ACAD	2018-08-31	1,072,130	2,849,120	0.421324	0.603942	0.347216	0.048842
ACAD	2018-09-07	1,281,581	3,258,532	0.505905	0.660963	0.28042	0.058618
ACAD	2018-09-14	1,680,720	3,784,729	0.507747	0.673496	0.299246	0.027258
ACAD	2018-09-21	13,743,454	23,537,939	0.517962	0.749639	0.224923	0.025438
ACAD	2018-09-28	8,319,301	14,588,415	0.632011	0.74883	0.234281	0.016889
ACAD	2018-10-05	4,433,664	7,084,343	0.657043	0.696274	0.279888	0.023837
ACAD	2018-10-12	4,352,349	6,824,958	0.685674	0.687668	0.281739	0.030593
ACAD	2018-10-19	4,728,655	7,308,622	0.672246	0.695914	0.293999	0.010087
ACAD	2018-10-26	3,307,223	6,124,287	0.565804	0.681046	0.307782	0.011172
ACAD	2018-11-02	6,477,488	11,879,449	0.589604	0.723967	0.267177	0.008856
ACAD	2018-11-09	4,790,973	9,364,551	0.571885	0.685044	0.259424	0.055532
ACAD	2018-11-16	2,253,509	4,894,027	0.542519	0.591275	0.332363	0.076362
ACAD	2018-11-23	1,212,223	2,286,909	0.55282	0.579488	0.405075	0.015436
ACAD	2018-11-30	6,784,702	12,949,693	0.552981	0.744273	0.234765	0.020963
ACAD	2018-12-07	2,221,898	3,857,878	0.617176	0.67639	0.29051	0.0331
ACAD	2018-12-14	1,988,954	3,604,479	0.578071	0.720952	0.252205	0.026843
ACAD	2018-12-21	3,420,792	6,035,155	0.613992	0.646381	0.322623	0.030997
ACAD	2018-12-28	2,386,635	4,053,248	0.652986	0.705899	0.271352	0.022749
ACAD	2019-01-04	1,983,829	3,322,831	0.696599	0.668804	0.296838	0.034358
ACAD	2019-01-11	3,000,621	5,341,449	0.6758	0.704633	0.271163	0.024204
ACAD	2019-01-18	2,613,228	4,855,465	0.654947	0.698766	0.276632	0.024602
ACAD	2019-01-25	1,856,628	3,234,020	0.61652	0.685279	0.29409	0.020632
ACAD	2019-02-01	1,816,903	3,361,802	0.593553	0.697701	0.26968	0.032619
ACAD	2019-02-08	1,261,141	2,982,176	0.610918	0.665779	0.292419	0.041802
ACAD	2019-02-15	1,731,424	3,893,660	0.524712	0.676138	0.289439	0.034424
ACAD	2019-02-22	1,251,963	2,404,859	0.60626	0.625125	0.289751	0.085125
ACAD	2019-03-01	3,622,700	7,414,049	0.606329	0.618221	0.296913	0.084866
ACAD	2019-03-08	2,214,025	4,019,817	0.639751	0.661285	0.286501	0.052214
ACAD	2019-03-15	2,025,214	3,265,262	0.648409	0.718295	0.260391	0.021314
ACAD	2019-03-22	1,700,443	2,956,637	0.64818	0.70539	0.243259	0.051351
ACAD	2019-03-29	1,469,583	2,485,509	0.626022	0.634515	0.32619	0.039295
ACAD	2019-04-05	1,732,120	2,825,689	0.711643	0.696631	0.28608	0.017289
ACAD	2019-04-12	1,784,258	2,777,886	0.654939	0.676258	0.281564	0.042179
ACAD	2019-04-19	1,656,942	2,774,229	0.63763	0.610686	0.306835	0.082478
ACAD	2019-04-26	1,473,383	3,181,381	0.476135	0.61854	0.28502	0.09644
ACAD	2019-05-03	2,198,301	4,154,174	0.540135	0.690219	0.233307	0.076474
ACAD	2019-05-10	1,031,911	2,073,094	0.531756	0.613563	0.253921	0.132516
ACAD	2019-05-17	1,171,710	2,249,867	0.526713	0.548865	0.350693	0.100442
ACAD	2019-05-24	1,052,670	1,977,548	0.548724	0.596116	0.319901	0.083982
ACAD	2019-05-31	891,195	1,664,619	0.570381	0.575274	0.33378	0.090946
ACAD	2019-06-07	1,106,460	2,159,338	0.524535	0.615514	0.295047	0.08944
ACAD	2019-06-14	964,661	1,828,259	0.576085	0.555277	0.324946	0.119777
ACAD	2019-06-21	1,382,076	3,267,650	0.502694	0.544417	0.367597	0.087986
ACAD	2019-06-28	1,643,813	2,462,516	0.700438	0.630104	0.278078	0.091818
ACAD	2019-07-05	697,715	1,201,716	0.548253	0.652118	0.272145	0.075737
ACAD	2019-07-12	1,147,351	1,803,539	0.662855	0.577177	0.344726	0.078097
ACAD	2019-07-19	1,214,958	1,801,602	0.718681	0.629721	0.304516	0.065764
ACAD	2019-07-26	4,463,267	8,089,758	0.622884	0.726693	0.219228	0.05408
ACAD	2019-08-02	3,863,873	6,743,329	0.691942	0.655536	0.294577	0.049887
ACAD	2019-08-09	2,317,263	4,038,368	0.593199	0.625875	0.324502	0.049623
ACAD	2019-08-16	1,472,605	3,030,136	0.497894	0.611381	0.336755	0.051864
ACAD	2019-08-23	850,634	1,800,176	0.498045	0.591808	0.346253	0.06194
ACAD	2019-08-30	860,629	1,809,024	0.484159	0.613734	0.309701	0.076565
ACAD	2019-09-06	1,928,861	3,433,943	0.609915	0.552661	0.327305	0.120034
ACAD	2019-09-13	12,717,340	26,876,598	0.523728	0.663865	0.245998	0.090136
ACAD	2019-09-20	3,977,107	10,324,634	0.441676	0.705146	0.251695	0.043159
ACAD	2019-09-27	1,986,807	5,693,979	0.36315	0.708921	0.255515	0.035564
ACAD	2019-10-04	1,863,394	5,523,596	0.376113	0.654662	0.283949	0.061389
ACAD	2019-10-11	1,938,774	4,270,566	0.456685	0.616736	0.319464	0.0638
ACAD	2019-10-18	1,700,914	4,149,359	0.487895	0.577536	0.293468	0.128997
ACAD	2019-10-25	1,516,186	3,977,681	0.399077	0.646676	0.255406	0.097918
ACAD	2019-11-01	1,346,190	4,026,245	0.422522	0.648148	0.252785	0.099067
ACAD	2019-11-08	852,046	2,285,332	0.33772	0.640586	0.311955	0.047459
ACAD	2019-11-15	1,894,077	4,973,151	0.424936	0.659325	0.296653	0.044022
ACAD	2019-11-22	1,074,773	3,479,101	0.323597	0.648535	0.310762	0.040703
ACAD	2019-11-29	701,531	2,325,256	0.351127	0.710032	0.234945	0.055023
ACAD	2019-12-06	2,921,933	8,509,652	0.354051	0.703893	0.252581	0.043526
ACAD	2019-12-13	1,571,634	5,462,684	0.35141	0.621949	0.285337	0.092714
ACAD	2019-12-20	2,324,639	6,428,321	0.402169	0.705721	0.202386	0.091892
ACAD	2019-12-27	565,938	1,508,216	0.438122	0.760505	0.180718	0.058777
ACAD	2020-01-03	1,102,043	3,977,258	0.387203	0.687061	0.236373	0.076566
ACAD	2020-01-10	1,807,444	4,691,134	0.44916	0.731317	0.203999	0.064684
ACAD	2020-01-17	1,627,751	5,393,427	0.38421	0.614638	0.216314	0.169048
ACAD	2020-01-24	1,234,915	3,221,386	0.622663	0.661108	0.252734	0.086158
ACAD	2020-01-31	1,963,465	3,936,672	0.551974	0.630722	0.217484	0.151794
ACAD	2020-02-07	1,075,353	2,657,828	0.508636	0.717735	0.207663	0.074602
ACAD	2020-02-14	1,260,607	3,176,938	0.440949	0.64799	0.284178	0.067831
ACAD	2020-02-21	774,191	2,062,598	0.488078	0.634135	0.287102	0.078762
ACAD	2020-02-28	2,061,518	5,852,515	0.446877	0.5866	0.357406	0.055993
ACAD	2020-03-06	1,639,290	3,477,017	0.526177	0.57739	0.310135	0.112475
ACAD	2020-03-13	2,298,763	4,375,440	0.491699	0.650629	0.253962	0.095409
ACAD	2020-03-20	2,054,754	5,111,140	0.465984	0.498398	0.445377	0.056225
ACAD	2020-03-27	1,401,447	3,002,167	0.563065	0.509282	0.432203	0.058515
ACAD	2020-04-03	1,871,190	3,639,794	0.584094	0.591283	0.340711	0.068007
ACAD	2020-04-10	1,309,434	2,385,270	0.607069	0.543089	0.392274	0.064637
ACAD	2020-04-17	1,973,709	3,747,024	0.601647	0.560887	0.384892	0.054222
ACAD	2020-04-24	1,806,067	3,901,394	0.518009	0.523944	0.344035	0.132022
ACAD	2020-05-01	1,765,479	3,893,209	0.540558	0.518375	0.356658	0.124967
ACAD	2020-05-08	1,536,906	2,925,510	0.606617	0.500422	0.37373	0.125847
ACAD	2020-05-15	1,775,534	4,046,651	0.507044	0.536037	0.386247	0.077715
ACAD	2020-05-22	1,110,343	2,105,388	0.633381	0.496228	0.399398	0.104374
ACAD	2020-05-29	1,088,073	2,176,951	0.591229	0.451295	0.466257	0.082449
ACAD	2020-06-05	1,318,214	2,774,327	0.534081	0.559134	0.348289	0.092576
ACAD	2020-06-12	1,470,904	2,778,668	0.612766	0.478131	0.323773	0.198097

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