Split (1)

train · 2.56M 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
ZYME	2018-11-30	290,191	967,713	0.375647	0.50939	0.436059	0.054551
ZYME	2018-12-07	148,732	384,150	0.480342	0.587814	0.381683	0.030503
ZYME	2018-12-14	209,222	679,293	0.443448	0.557347	0.412154	0.0305
ZYME	2018-12-21	386,912	1,115,834	0.465111	0.668884	0.30624	0.024876
ZYME	2018-12-28	192,007	351,211	0.631195	0.552799	0.426935	0.020266
ZYME	2019-01-04	304,739	560,688	0.557328	0.63903	0.347256	0.013714
ZYME	2019-01-11	229,997	564,316	0.477629	0.618115	0.3516	0.030284
ZYME	2019-01-18	259,518	1,628,715	0.520504	0.59926	0.371742	0.028997
ZYME	2019-01-25	154,238	231,392	0.713922	0.436724	0.535701	0.027576
ZYME	2019-02-01	175,590	582,212	0.581046	0.51223	0.464457	0.023313
ZYME	2019-02-08	122,854	197,428	0.622969	0.588485	0.390425	0.02109
ZYME	2019-02-15	114,429	211,070	0.617629	0.502894	0.466498	0.030607
ZYME	2019-02-22	166,751	307,246	0.589577	0.605746	0.343264	0.05099
ZYME	2019-03-01	199,644	340,442	0.660418	0.538111	0.378097	0.083792
ZYME	2019-03-08	264,217	496,968	0.586222	0.575386	0.415039	0.009575
ZYME	2019-03-15	315,504	672,174	0.484256	0.5193	0.468223	0.012477
ZYME	2019-03-22	164,925	374,920	0.453955	0.50502	0.483663	0.011317
ZYME	2019-03-29	191,674	416,375	0.51396	0.626128	0.367895	0.005976
ZYME	2019-04-05	206,542	519,447	0.465671	0.577038	0.408353	0.014609
ZYME	2019-04-12	87,245	188,057	0.470731	0.574086	0.409853	0.01606
ZYME	2019-04-19	237,975	413,059	0.549637	0.486031	0.498118	0.015851
ZYME	2019-04-26	468,687	1,414,587	0.459887	0.459068	0.487891	0.053041
ZYME	2019-05-03	405,746	1,159,453	0.432125	0.394663	0.576682	0.028655
ZYME	2019-05-10	152,647	485,398	0.368048	0.492714	0.424398	0.082888
ZYME	2019-05-17	334,117	606,157	0.472704	0.578976	0.405572	0.015452
ZYME	2019-05-24	122,548	354,855	0.374616	0.413544	0.565857	0.020599
ZYME	2019-05-31	256,331	568,864	0.462032	0.410783	0.567415	0.021802
ZYME	2019-06-07	316,648	733,608	0.466052	0.536625	0.426359	0.037016
ZYME	2019-06-14	169,856	463,604	0.411843	0.36864	0.596298	0.035062
ZYME	2019-06-21	1,147,681	3,208,444	0.420054	0.452418	0.510671	0.036911
ZYME	2019-06-28	937,928	1,747,706	0.570201	0.447261	0.52614	0.026599
ZYME	2019-07-05	880,998	1,644,725	0.566341	0.583605	0.392089	0.024306
ZYME	2019-07-12	601,204	1,311,246	0.540934	0.456638	0.523998	0.019364
ZYME	2019-07-19	762,536	1,518,844	0.555608	0.471395	0.502469	0.026136
ZYME	2019-07-26	224,759	441,623	0.570088	0.389841	0.560432	0.049728
ZYME	2019-08-02	271,455	557,652	0.543583	0.442239	0.528361	0.0294
ZYME	2019-08-09	344,586	614,396	0.60926	0.498573	0.456751	0.044676
ZYME	2019-08-16	347,398	743,147	0.570296	0.518385	0.432603	0.049013
ZYME	2019-08-23	276,342	896,821	0.503171	0.543204	0.404643	0.052153
ZYME	2019-08-30	401,730	1,015,824	0.442936	0.50821	0.451226	0.040564
ZYME	2019-09-06	542,972	1,330,887	0.553802	0.448665	0.459431	0.091903
ZYME	2019-09-13	686,906	1,395,807	0.546079	0.506229	0.413055	0.080715
ZYME	2019-09-20	314,312	622,057	0.538621	0.489453	0.469614	0.040933
ZYME	2019-09-27	520,379	1,003,002	0.575281	0.538116	0.432014	0.02987
ZYME	2019-10-04	520,977	1,006,255	0.563217	0.549921	0.420854	0.029225
ZYME	2019-10-11	284,594	1,211,667	0.45472	0.550436	0.415833	0.033731
ZYME	2019-10-18	455,688	1,076,101	0.492145	0.586994	0.328172	0.084833
ZYME	2019-10-25	449,687	1,002,988	0.50041	0.569534	0.35464	0.075826
ZYME	2019-11-01	549,216	1,298,039	0.487512	0.578428	0.341404	0.080168
ZYME	2019-11-08	449,810	1,473,353	0.448624	0.571763	0.389507	0.03873
ZYME	2019-11-15	249,000	894,495	0.443988	0.548208	0.416389	0.035402
ZYME	2019-11-22	575,508	1,723,347	0.442463	0.642678	0.328656	0.028666
ZYME	2019-11-29	482,741	1,555,437	0.459307	0.572792	0.378428	0.04878
ZYME	2019-12-06	455,796	1,012,631	0.5124	0.51357	0.438025	0.048405
ZYME	2019-12-13	668,695	1,714,811	0.492176	0.606432	0.328201	0.065368
ZYME	2019-12-20	745,226	1,720,310	0.604003	0.526043	0.397259	0.076698
ZYME	2019-12-27	308,021	1,114,908	0.508919	0.606234	0.324269	0.069497
ZYME	2020-01-03	375,074	787,558	0.572805	0.529735	0.398712	0.071552
ZYME	2020-01-10	706,308	1,587,043	0.606601	0.556327	0.399085	0.044587
ZYME	2020-01-17	1,157,806	2,645,078	0.487147	0.520098	0.324277	0.155625
ZYME	2020-01-24	1,354,141	3,490,965	0.475216	0.594457	0.367013	0.03853
ZYME	2020-01-31	693,888	1,779,538	0.399232	0.438232	0.45043	0.111338
ZYME	2020-02-07	290,946	891,254	0.402443	0.493709	0.457023	0.049268
ZYME	2020-02-14	443,154	883,906	0.571674	0.548068	0.399303	0.052629
ZYME	2020-02-21	320,746	856,422	0.445814	0.514479	0.44195	0.043571
ZYME	2020-02-28	602,649	1,587,003	0.442346	0.430947	0.535079	0.033974
ZYME	2020-03-06	755,582	1,924,077	0.440236	0.464961	0.454537	0.080502
ZYME	2020-03-13	842,092	2,436,983	0.379615	0.45456	0.452407	0.093033
ZYME	2020-03-20	791,396	2,516,446	0.349703	0.538552	0.414177	0.047271
ZYME	2020-03-27	688,325	1,876,546	0.466034	0.543797	0.406327	0.049876
ZYME	2020-04-03	518,746	1,073,551	0.515151	0.4674	0.459931	0.072668
ZYME	2020-04-10	466,740	1,117,109	0.509423	0.579061	0.372978	0.047962
ZYME	2020-04-17	653,909	1,750,863	0.462077	0.519392	0.414379	0.066229
ZYME	2020-04-24	750,559	1,694,250	0.511584	0.635341	0.319132	0.045527
ZYME	2020-05-01	554,175	1,201,855	0.545737	0.554765	0.373003	0.072232
ZYME	2020-05-08	512,693	1,172,572	0.562716	0.470117	0.488182	0.041701
ZYME	2020-05-15	1,226,531	3,529,514	0.513337	0.489269	0.455154	0.055577
ZYME	2020-05-22	536,870	1,383,120	0.508007	0.482458	0.46149	0.056052
ZYME	2020-05-29	1,103,923	1,862,145	0.593122	0.361405	0.597469	0.041126
ZYME	2020-06-05	1,004,284	2,584,683	0.530497	0.552225	0.408334	0.039441
ZYME	2020-06-12	643,947	1,308,191	0.548432	0.418756	0.478321	0.102923
ZYME	2020-06-19	608,889	1,245,876	0.615162	0.426364	0.508206	0.065431
ZYME	2020-06-26	783,887	1,541,349	0.556264	0.529179	0.424427	0.046394
ZYME	2020-07-03	373,457	814,006	0.490191	0.410008	0.545588	0.044404
ZYME	2020-07-10	1,368,922	2,656,302	0.500116	0.566104	0.393251	0.040645
ZYME	2020-07-17	918,868	2,157,557	0.504022	0.380095	0.566322	0.053583
ZYME	2020-07-24	648,325	1,235,146	0.534007	0.535164	0.417233	0.047602
ZYME	2020-07-31	576,748	1,164,153	0.531084	0.45677	0.494251	0.048978
ZYME	2020-08-07	356,323	847,124	0.457793	0.443879	0.507695	0.048426
ZYME	2020-08-14	388,345	1,129,805	0.455536	0.465561	0.48106	0.053379
ZYME	2020-08-21	403,473	1,232,811	0.33704	0.513422	0.384612	0.101966
ZYME	2020-08-28	878,544	2,036,549	0.409446	0.567733	0.331812	0.100455
ZYME	2020-09-04	491,290	1,050,363	0.485666	0.475222	0.420704	0.104074
ZYME	2020-09-11	1,050,889	2,238,298	0.535301	0.566254	0.390812	0.042935
ZYME	2020-09-18	1,892,581	4,272,554	0.511235	0.524958	0.442131	0.032911
ZYME	2020-09-25	620,205	1,388,273	0.442289	0.485323	0.48468	0.029998
ZYME	2020-10-02	725,286	1,746,615	0.520468	0.496741	0.472193	0.031066
ZYME	2020-10-09	459,889	792,258	0.556641	0.402556	0.562542	0.034902
ZYME	2020-10-16	380,944	713,868	0.518452	0.401743	0.567658	0.030599
ZYME	2020-10-23	521,245	1,187,864	0.450435	0.47686	0.485153	0.037987

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