Split (1)

train · 2.55M 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	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
ZYME	2020-10-30	316,543	598,041	0.509456	0.508883	0.447234	0.043883
ZYME	2020-11-06	636,579	1,272,432	0.562878	0.486463	0.402493	0.111044
ZYME	2020-11-13	339,000	796,670	0.441035	0.434495	0.470497	0.095008
ZYME	2020-11-20	920,995	2,790,348	0.506356	0.508405	0.461575	0.03002
ZYME	2020-11-27	583,270	1,335,957	0.524725	0.531482	0.429223	0.039295
ZYME	2020-12-04	787,382	1,618,352	0.473347	0.520256	0.439778	0.039966
ZYME	2020-12-11	609,675	1,341,954	0.465056	0.500572	0.436195	0.063233
ZYME	2020-12-18	378,491	904,754	0.475555	0.49893	0.438713	0.062357
ZYME	2020-12-25	264,551	606,967	0.483416	0.494051	0.464277	0.041671
ZYME	2021-01-01	412,887	721,048	0.581383	0.528508	0.445504	0.025988
ZYME	2021-01-08	680,626	1,485,986	0.494799	0.479401	0.485075	0.035524
ZYME	2021-01-15	1,160,531	2,334,655	0.54145	0.535454	0.421459	0.043087
ZYME	2021-01-22	548,481	1,475,813	0.399264	0.435485	0.519666	0.044849
ZYME	2021-01-29	1,929,505	5,598,151	0.434208	0.506318	0.460064	0.033618
ZYME	2021-02-05	1,256,407	2,612,430	0.52386	0.530178	0.440163	0.029659
ZYME	2021-02-12	758,116	1,657,845	0.487734	0.557014	0.409255	0.033731
ZYME	2021-02-19	674,424	1,230,067	0.545882	0.428301	0.542259	0.02944
ZYME	2021-02-26	779,597	1,328,461	0.676132	0.446423	0.463191	0.090386
ZYME	2021-03-05	1,066,687	2,193,489	0.594047	0.615666	0.361904	0.02243
ZYME	2021-03-12	373,775	1,516,248	0.45093	0.47389	0.475006	0.051105
ZYME	2021-03-19	592,999	1,528,483	0.50205	0.491346	0.454566	0.054088
ZYME	2021-03-26	403,528	1,134,479	0.469272	0.529047	0.432824	0.038128
ZYME	2021-04-02	658,998	1,732,644	0.52895	0.547616	0.421121	0.031262
ZYME	2021-04-09	360,316	869,702	0.509154	0.506011	0.44511	0.048879
ZYME	2021-04-16	687,710	1,387,606	0.510889	0.545935	0.40913	0.044935
ZYME	2021-04-23	642,199	2,614,968	0.347479	0.463335	0.49355	0.043115
ZYME	2021-04-30	869,796	2,740,902	0.459882	0.506593	0.437212	0.056196
ZYME	2021-05-07	1,316,795	2,197,937	0.536945	0.559019	0.370344	0.070637
ZYME	2021-05-14	545,281	1,463,098	0.451163	0.481688	0.41541	0.102902
ZYME	2021-05-21	379,719	1,017,368	0.514817	0.531037	0.430197	0.038765
ZYME	2021-05-28	456,570	992,098	0.484555	0.359149	0.588296	0.052555
ZYME	2021-06-04	278,411	656,051	0.440289	0.469978	0.488792	0.04123
ZYME	2021-06-11	741,562	1,568,902	0.518924	0.437269	0.531627	0.031104
ZYME	2021-06-18	1,279,740	2,255,118	0.58783	0.350667	0.609036	0.040297
ZYME	2021-06-25	684,567	982,287	0.680353	0.429239	0.533926	0.036835
ZYME	2021-07-02	1,156,709	2,625,757	0.580744	0.435394	0.507643	0.056963
ZYME	2021-07-09	504,905	878,733	0.6549	0.46313	0.4785	0.05837

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