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
ACHV	2019-02-01	181,048	319,872	0.607313	0.846268	0.153732	0
ACHV	2019-02-08	147,792	339,741	0.591239	0.770635	0.227374	0.001991
ACHV	2019-02-15	83,996	183,387	0.558255	0.864219	0.135781	0
ACHV	2019-02-22	31,381,319	52,011,826	0.483641	0.736888	0.260422	0.00269
ACHV	2019-03-01	2,204,292	6,439,011	0.43626	0.691127	0.273333	0.03554
ACHV	2019-03-08	362,496	1,272,760	0.32154	0.764518	0.234394	0.001088
ACHV	2019-03-15	5,693,985	10,816,567	0.334274	0.828566	0.16885	0.002584
ACHV	2019-03-22	939,383	1,821,706	0.676741	0.810567	0.187012	0.002421
ACHV	2019-03-29	513,177	928,937	0.610263	0.765441	0.229412	0.005147
ACHV	2019-04-05	1,062,031	1,874,095	0.701758	0.820768	0.178041	0.001191
ACHV	2019-04-12	415,647	729,620	0.679557	0.848208	0.146502	0.00529
ACHV	2019-04-19	135,848	261,484	0.605031	0.790067	0.206691	0.003242
ACHV	2019-04-26	845,487	1,729,223	0.550538	0.750768	0.248839	0.000393
ACHV	2019-05-03	561,938	924,989	0.596331	0.855936	0.142564	0.0015
ACHV	2019-05-10	280,347	564,330	0.522733	0.811737	0.16663	0.021633
ACHV	2019-05-17	363,004	722,306	0.594814	0.789834	0.208913	0.001252
ACHV	2019-05-24	203,571	416,439	0.531923	0.812926	0.182163	0.004911
ACHV	2019-05-31	177,649	435,721	0.547182	0.779717	0.21373	0.006552
ACHV	2019-06-07	192,212	441,162	0.458779	0.82302	0.150312	0.026668
ACHV	2019-06-14	1,277,262	2,794,685	0.629486	0.827692	0.154058	0.01825
ACHV	2019-06-21	305,675	721,336	0.383624	0.859971	0.123446	0.016583
ACHV	2019-06-28	174,441	691,103	0.302631	0.735562	0.194142	0.070296
ACHV	2019-07-05	270,401	675,144	0.3001	0.926757	0.045923	0.02732
ACHV	2019-07-12	165,111	476,776	0.366648	0.914216	0.072279	0.013505
ACHV	2019-07-19	105,344	287,856	0.336752	0.830212	0.139557	0.030231
ACHV	2019-07-26	168,132	396,598	0.445913	0.867366	0.112486	0.020148
ACHV	2019-08-02	170,439	319,317	0.505987	0.855996	0.124913	0.019092
ACHV	2019-08-09	214,779	393,106	0.605106	0.888858	0.093661	0.017481
ACHV	2019-08-16	132,494	347,373	0.511308	0.835206	0.124815	0.039979
ACHV	2019-08-23	129,018	312,501	0.41254	0.90915	0.079276	0.011574
ACHV	2019-08-30	164,120	369,498	0.415884	0.855521	0.12959	0.014889
ACHV	2019-09-06	334,309	695,634	0.413819	0.88164	0.06863	0.049731
ACHV	2019-09-13	316,617	744,801	0.463129	0.859687	0.088046	0.052267
ACHV	2019-09-20	124,009	287,782	0.574474	0.856471	0.078341	0.065188
ACHV	2019-09-27	303,543	606,349	0.464743	0.846086	0.133596	0.020318
ACHV	2019-10-04	232,943	624,190	0.450283	0.790954	0.17976	0.029286
ACHV	2019-10-11	94,479	215,290	0.46478	0.916238	0.047999	0.035762
ACHV	2019-10-18	122,948	255,367	0.429926	0.910781	0.051177	0.038042
ACHV	2019-10-25	97,170	178,206	0.633274	0.902653	0.06611	0.031237
ACHV	2019-11-01	177,923	335,293	0.490291	0.898481	0.060349	0.04117
ACHV	2019-11-08	486,756	1,086,047	0.543496	0.901138	0.092423	0.006439
ACHV	2019-11-15	337,459	524,619	0.614917	0.942205	0.056141	0.001654
ACHV	2019-11-22	379,798	719,388	0.508706	0.937212	0.06066	0.002128
ACHV	2019-11-29	374,069	515,135	0.746654	0.884097	0.111599	0.004304
ACHV	2019-12-06	214,264	375,170	0.719043	0.919232	0.075602	0.005166
ACHV	2019-12-13	5,022,268	7,643,842	0.682183	0.840125	0.111716	0.048159
ACHV	2019-12-20	15,220,653	34,050,266	0.436302	0.811384	0.128975	0.059642
ACHV	2019-12-27	3,166,873	6,025,761	0.554374	0.895986	0.099515	0.004499
ACHV	2020-01-03	3,446,695	6,829,645	0.52441	0.91004	0.089466	0.000494
ACHV	2020-01-10	6,472,643	13,709,527	0.595936	0.918862	0.078395	0.002742
ACHV	2020-01-17	7,843,630	15,132,337	0.636671	0.82689	0.091945	0.081166
ACHV	2020-01-24	4,668,261	8,687,269	0.670421	0.855245	0.140344	0.004411
ACHV	2020-01-31	2,223,066	3,813,473	0.670051	0.785194	0.122507	0.092299
ACHV	2020-02-07	4,664,217	8,745,188	0.689891	0.854673	0.14349	0.001837
ACHV	2020-02-14	1,811,774	3,464,391	0.73564	0.811559	0.187701	0.00074
ACHV	2020-02-21	1,067,039	2,383,472	0.53282	0.886088	0.113088	0.000824
ACHV	2020-02-28	6,499,814	11,747,978	0.587787	0.879265	0.116344	0.00439
ACHV	2020-03-06	1,790,465	3,502,600	0.648679	0.851037	0.117688	0.031274
ACHV	2020-03-13	900,723	3,218,436	0.361213	0.897272	0.081695	0.021033
ACHV	2020-03-20	2,484,334	5,072,503	0.598768	0.898688	0.097742	0.003569
ACHV	2020-03-27	1,193,923	3,000,557	0.55595	0.841183	0.158065	0.000753
ACHV	2020-04-03	941,557	2,064,354	0.487999	0.946878	0.052456	0.000667
ACHV	2020-04-10	1,942,275	3,240,453	0.752191	0.814405	0.185068	0.000527
ACHV	2020-04-17	948,915	1,767,468	0.640958	0.889775	0.108944	0.001281
ACHV	2020-04-24	2,399,980	4,106,139	0.637465	0.846359	0.120382	0.033258
ACHV	2020-05-01	1,997,600	4,072,567	0.644373	0.818407	0.14677	0.034823
ACHV	2020-05-08	1,451,970	2,816,938	0.647708	0.803476	0.194084	0.00244
ACHV	2020-05-15	1,896,598	3,619,281	0.72107	0.794683	0.20451	0.000807
ACHV	2020-05-22	985,679	2,201,382	0.592403	0.862448	0.136968	0.000584
ACHV	2020-05-29	304,136	978,495	0.492932	0.840229	0.159723	0.000048
ACHV	2020-06-05	1,961,432	3,569,125	0.686231	0.809032	0.190242	0.000726
ACHV	2020-06-12	4,003,121	8,123,703	0.494515	0.817159	0.127004	0.055837
ACHV	2020-06-19	1,479,198	2,796,578	0.616307	0.878722	0.121057	0.000221
ACHV	2020-06-26	1,200,075	2,590,515	0.444625	0.883779	0.115818	0.000403
ACHV	2020-07-03	4,640,921	9,049,113	0.414356	0.901384	0.097269	0.001347
ACHV	2020-07-10	8,083,736	15,998,076	0.50631	0.894537	0.103877	0.001586
ACHV	2020-07-17	5,367,700	9,561,320	0.742132	0.855263	0.144222	0.000515
ACHV	2020-07-24	22,528,356	47,984,917	0.606271	0.828931	0.168914	0.002155
ACHV	2020-07-31	68,514,262	130,657,831	0.542536	0.847856	0.148159	0.003985
ACHV	2020-08-07	1,279,301	2,697,717	0.602449	0.870267	0.123104	0.00663
ACHV	2020-08-14	626,545	1,256,203	0.551086	0.851722	0.124895	0.023382
ACHV	2020-08-21	939,289	1,655,557	0.555292	0.672637	0.197861	0.129502
ACHV	2020-08-28	643,517	1,238,260	0.544017	0.638328	0.22769	0.133982
ACHV	2020-09-04	468,456	897,799	0.555566	0.759593	0.160324	0.080083
ACHV	2020-09-11	250,193	551,389	0.427912	0.816409	0.153053	0.030538
ACHV	2020-09-18	1,255,945	2,351,021	0.598869	0.735443	0.235906	0.028651
ACHV	2020-09-25	275,290	520,146	0.588178	0.745608	0.212454	0.041939
ACHV	2020-10-02	254,907	435,089	0.555605	0.70592	0.251659	0.042421
ACHV	2020-10-09	233,477	437,148	0.57994	0.637319	0.288019	0.074662
ACHV	2020-10-16	164,730	356,285	0.557284	0.785561	0.163979	0.050459
ACHV	2020-10-23	91,283	156,463	0.601428	0.801501	0.148156	0.050343
ACHV	2020-10-30	122,020	182,823	0.734721	0.827936	0.141053	0.031011
ACHV	2020-11-06	104,369	170,570	0.776713	0.76376	0.134729	0.101511
ACHV	2020-11-13	1,036,019	1,735,200	0.710493	0.787815	0.106133	0.106052
ACHV	2020-11-20	1,165,289	1,937,646	0.659093	0.845684	0.122524	0.031792
ACHV	2020-11-27	117,470	232,917	0.578652	0.785729	0.178195	0.036076
ACHV	2020-12-04	1,191,802	1,958,867	0.701277	0.763862	0.202654	0.033484
ACHV	2020-12-11	618,927	1,098,972	0.552877	0.862714	0.109729	0.027557
ACHV	2020-12-18	228,991	544,016	0.44523	0.83899	0.125356	0.035654
ACHV	2020-12-25	245,901	458,484	0.487295	0.758945	0.211662	0.029393

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