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
ZYNE	2020-09-25	965,866	1,538,996	0.699579	0.68853	0.27516	0.03631
ZYNE	2020-10-02	362,653	754,823	0.566408	0.625673	0.329198	0.045129
ZYNE	2020-10-09	476,527	1,104,979	0.517587	0.746448	0.209819	0.043733
ZYNE	2020-10-16	2,213,138	3,730,706	0.687435	0.734337	0.240784	0.024879
ZYNE	2020-10-23	524,266	1,068,248	0.567618	0.691044	0.261956	0.047
ZYNE	2020-10-30	446,959	947,276	0.48452	0.735928	0.234494	0.029578
ZYNE	2020-11-06	799,013	1,690,098	0.53767	0.562976	0.300277	0.136747
ZYNE	2020-11-13	854,790	1,935,021	0.524441	0.635459	0.236679	0.127863
ZYNE	2020-11-20	801,365	1,623,170	0.549278	0.67796	0.290733	0.031307
ZYNE	2020-11-27	1,071,814	1,948,441	0.619572	0.703907	0.279626	0.016467
ZYNE	2020-12-04	824,661	1,781,954	0.56972	0.63697	0.340166	0.022864
ZYNE	2020-12-11	635,431	1,686,861	0.547213	0.600607	0.379881	0.019512
ZYNE	2020-12-18	2,301,891	5,211,075	0.585441	0.688017	0.289276	0.022708
ZYNE	2020-12-25	1,348,903	2,330,629	0.698601	0.639798	0.333223	0.026979
ZYNE	2021-01-01	2,030,251	3,401,518	0.686588	0.629078	0.359043	0.011879
ZYNE	2021-01-08	2,421,177	4,092,265	0.67386	0.593092	0.379758	0.02715
ZYNE	2021-01-15	1,767,363	3,905,700	0.541324	0.565843	0.409935	0.024223
ZYNE	2021-01-22	1,535,953	3,969,057	0.493196	0.568463	0.418383	0.013154
ZYNE	2021-01-29	2,618,314	5,789,314	0.551878	0.550152	0.44111	0.008738
ZYNE	2021-02-05	42,023,271	102,177,929	0.564668	0.741057	0.253556	0.005387
ZYNE	2021-02-12	24,004,388	71,229,858	0.440839	0.818691	0.175037	0.006272
ZYNE	2021-02-19	6,481,244	19,967,851	0.453137	0.803494	0.192825	0.003681
ZYNE	2021-02-26	2,866,654	9,418,284	0.474731	0.737273	0.214473	0.048254
ZYNE	2021-03-05	2,498,345	7,377,425	0.485878	0.727182	0.266896	0.005922
ZYNE	2021-03-12	1,490,852	5,367,099	0.459387	0.727023	0.267398	0.005579
ZYNE	2021-03-19	3,728,726	10,521,904	0.474365	0.773529	0.219238	0.007234
ZYNE	2021-03-26	1,588,650	4,477,916	0.48733	0.720746	0.272715	0.006539
ZYNE	2021-04-02	1,013,868	2,742,395	0.513555	0.656506	0.329099	0.014395
ZYNE	2021-04-09	1,634,426	4,310,888	0.612331	0.66327	0.323617	0.013113
ZYNE	2021-04-16	1,771,304	5,213,041	0.60559	0.608533	0.378801	0.012667
ZYNE	2021-04-23	1,844,046	4,731,700	0.616322	0.68444	0.300784	0.014776
ZYNE	2021-04-30	1,110,845	3,725,827	0.573366	0.648122	0.328907	0.022971
ZYNE	2021-05-07	2,152,777	6,088,920	0.595666	0.525403	0.359997	0.1146
ZYNE	2021-05-14	3,428,897	7,766,432	0.58526	0.601323	0.269345	0.129332
ZYNE	2021-05-21	1,073,134	4,629,653	0.491545	0.637413	0.342208	0.02038
ZYNE	2021-05-28	2,666,542	7,596,048	0.588353	0.698308	0.282388	0.019304
ZYNE	2021-06-04	1,675,696	5,224,184	0.531355	0.722985	0.253371	0.023644
ZYNE	2021-06-11	1,860,096	6,586,268	0.460034	0.742998	0.233924	0.023078
ZYNE	2021-06-18	877,017	2,529,202	0.467514	0.657975	0.307138	0.034887
ZYNE	2021-06-25	817,527	2,768,674	0.521597	0.641375	0.331838	0.026786
ZYNE	2021-07-02	1,000,572	2,827,175	0.469038	0.603136	0.31715	0.079714
ZYNE	2021-07-09	450,667	1,188,944	0.465877	0.689025	0.281969	0.029006
ZYNE	2021-07-16	539,237	1,434,896	0.466276	0.598806	0.312217	0.088977
ZYNE	2021-07-23	277,369	873,577	0.395154	0.621101	0.333562	0.045337
ZYNE	2021-07-30	693,763	2,269,786	0.607117	0.606553	0.357129	0.036318
ZYNE	2021-08-06	631,747	6,056,521	0.619751	0.644177	0.32999	0.025833
ZYNE	2021-08-13	1,820,194	15,613,487	0.585136	0.668376	0.315669	0.015955
ZYNE	2021-08-20	946,225	5,666,769	0.561113	0.697151	0.288422	0.014427
ZYNE	2021-08-27	955,370	14,447,461	0.527732	0.592508	0.378281	0.029211
ZYNE	2021-09-03	1,342,559	18,353,065	0.551534	0.588304	0.381356	0.03034
ZYNE	2021-09-10	732,876	5,615,879	0.559249	0.587809	0.326103	0.086088
ZYNE	2021-09-17	549,765	4,081,797	0.356517	0.556006	0.364727	0.079267
ZYNE	2021-09-24	645,439	5,248,157	0.581013	0.529366	0.438552	0.032082
ZYNE	2021-10-01	722,143	4,895,010	0.583418	0.521353	0.437273	0.041374
ZYNE	2021-10-08	1,013,212	3,453,117	0.641558	0.570964	0.40716	0.021876
ZYNE	2021-10-15	580,283	2,230,295	0.610611	0.447745	0.519555	0.0327
ZYNE	2021-10-22	1,703,229	9,194,373	0.612043	0.531709	0.453144	0.015147
ZYNE	2021-10-29	995,697	3,444,775	0.621144	0.440748	0.462483	0.096769
ZYNE	2021-11-05	1,278,027	5,074,457	0.604404	0.535958	0.43729	0.026752
ZYNE	2021-11-12	2,021,895	11,640,240	0.634371	0.504749	0.477241	0.01801
ZYNE	2021-11-19	1,388,476	4,082,543	0.659084	0.450883	0.525186	0.023931
ZYNE	2021-11-26	978,578	4,879,903	0.660574	0.439346	0.538558	0.022096
ZYNE	2021-12-03	1,022,361	5,103,965	0.679479	0.552433	0.42504	0.022527
ZYNE	2021-12-10	808,962	1,755,808	0.6291	0.550202	0.433906	0.015892
ZYNE	2021-12-17	762,357	1,284,391	0.653411	0.478973	0.492843	0.028184
ZYNE	2021-12-24	445,666	818,087	0.621824	0.411929	0.504589	0.083482
ZYNE	2021-12-31	1,128,395	2,161,333	0.650749	0.508513	0.471743	0.019744
ZYNE	2022-01-07	838,788	1,791,859	0.538449	0.525809	0.448967	0.025224
ZYNE	2022-01-14	1,117,218	2,208,881	0.677569	0.474054	0.502409	0.023537
ZYNE	2022-01-21	658,095	1,267,880	0.602745	0.583294	0.396727	0.019978
ZYNE	2022-01-28	1,173,131	1,993,123	0.603679	0.582169	0.397137	0.020694
ZYNE	2022-02-04	1,095,779	1,559,079	0.751031	0.436881	0.53808	0.025039
ZYNE	2022-02-11	615,184	1,135,116	0.626181	0.543095	0.443117	0.013789
ZYNE	2022-02-18	529,072	921,511	0.613289	0.595815	0.380323	0.023862
ZYNE	2022-02-25	368,638	739,978	0.483321	0.521664	0.460466	0.01787
ZYNE	2022-03-04	573,942	1,011,454	0.57615	0.662288	0.325639	0.012072
ZYNE	2022-03-11	534,518	943,358	0.549632	0.614272	0.358539	0.027189
ZYNE	2022-03-18	551,081	1,041,037	0.574414	0.597336	0.377515	0.025149
ZYNE	2022-03-25	708,256	1,592,999	0.536473	0.692044	0.287673	0.020283
ZYNE	2022-04-01	1,001,405	1,974,900	0.596542	0.656486	0.315308	0.028206
ZYNE	2022-04-08	485,785	858,175	0.612923	0.716994	0.263664	0.019342
ZYNE	2022-04-15	278,304	533,373	0.599966	0.597022	0.385172	0.017806
ZYNE	2022-04-22	361,650	602,411	0.643087	0.666029	0.317805	0.016166
ZYNE	2022-04-29	262,495	511,642	0.567226	0.633386	0.336857	0.029756
ZYNE	2022-05-06	188,938	456,086	0.477952	0.757379	0.220371	0.02225
ZYNE	2022-05-13	703,189	1,438,086	0.533366	0.747894	0.239967	0.01214
ZYNE	2022-05-20	429,828	996,411	0.451988	0.851695	0.12827	0.020035
ZYNE	2022-05-27	338,518	699,114	0.471488	0.85527	0.107377	0.037353
ZYNE	2022-06-03	232,156	445,001	0.516784	0.78432	0.174148	0.041532
ZYNE	2022-06-10	6,019,067	10,199,448	0.668859	0.808852	0.16898	0.022167
ZYNE	2022-06-17	502,720	943,768	0.618219	0.85	0.142973	0.007028
ZYNE	2022-06-24	528,168	1,075,598	0.66977	0.868158	0.127778	0.004064
ZYNE	2022-07-01	604,683	1,154,713	0.679168	0.782492	0.211192	0.006316
ZYNE	2022-07-08	409,773	800,837	0.633392	0.831595	0.162623	0.005782
ZYNE	2022-07-15	503,550	966,305	0.640598	0.867901	0.12676	0.005339
ZYNE	2022-07-22	844,503	1,884,671	0.486848	0.821642	0.143041	0.035317
ZYNE	2022-07-29	448,082	889,392	0.643059	0.820759	0.16673	0.012511
ZYNE	2022-08-05	665,700	1,443,074	0.722459	0.839829	0.143436	0.016734
ZYNE	2022-08-12	1,031,792	1,831,577	0.684469	0.846229	0.131864	0.021907
ZYNE	2022-08-19	717,013	2,090,032	0.482132	0.774884	0.19827	0.026846

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