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
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
ZYNE	2022-08-26	369,249	708,124	0.716771	0.875255	0.100954	0.023791
ZYNE	2022-09-02	430,195	912,205	0.547286	0.825401	0.162384	0.012215
ZYNE	2022-09-09	464,022	1,012,822	0.649321	0.828429	0.150867	0.020704
ZYNE	2022-09-16	508,010	1,179,040	0.594217	0.804653	0.167031	0.028316
ZYNE	2022-09-23	524,314	1,157,077	0.624961	0.827575	0.149902	0.022523
ZYNE	2022-09-30	630,645	1,308,643	0.705816	0.693646	0.188902	0.117452
ZYNE	2022-10-07	472,240	1,166,592	0.339002	0.778752	0.14162	0.079628
ZYNE	2022-10-14	233,061	571,603	0.424904	0.788182	0.15278	0.059038
ZYNE	2022-10-21	284,831	494,813	0.396208	0.9457	0.051591	0.002709
ZYNE	2022-10-28	185,195	441,418	0.345775	0.851833	0.123842	0.024325
ZYNE	2022-11-04	188,178	465,011	0.440943	0.80966	0.159878	0.030462
ZYNE	2022-11-11	446,277	846,929	0.416143	0.869894	0.107145	0.022961
ZYNE	2022-11-18	1,108,215	1,904,645	0.478674	0.857338	0.083691	0.058971
ZYNE	2022-11-25	241,611	541,255	0.556848	0.861258	0.104333	0.034409
ZYNE	2022-12-02	293,810	661,810	0.518599	0.910891	0.072172	0.016937
ZYNE	2022-12-09	462,164	1,031,492	0.495486	0.928518	0.052298	0.019184
ZYNE	2022-12-16	374,623	698,546	0.515071	0.790117	0.173144	0.036739
ZYNE	2022-12-23	455,456	1,255,026	0.542803	0.895507	0.087731	0.016762
ZYNE	2022-12-30	330,562	722,163	0.565338	0.745866	0.223902	0.030232
ZYNE	2023-01-06	113,633	591,003	0.301527	0.920189	0.056531	0.02328
ZYNE	2023-01-13	299,019	933,238	0.399132	0.781949	0.213421	0.00463
ZYNE	2023-01-20	173,264	684,664	0.280013	0.844005	0.152309	0.003687
ZYNE	2023-01-27	238,731	975,902	0.206536	0.884714	0.105029	0.010257
ZYNE	2023-02-03	727,840	1,790,768	0.421049	0.844296	0.133494	0.02221
ZYNE	2023-02-10	633,892	1,648,277	0.411262	0.855913	0.119458	0.024629
ZYNE	2023-02-17	429,955	1,274,547	0.442668	0.785061	0.171993	0.042946
ZYNE	2023-02-24	267,982	618,766	0.494556	0.870573	0.115521	0.013907
ZYNE	2023-03-03	375,383	667,526	0.472429	0.895763	0.082755	0.021482
ZYNE	2023-03-10	409,143	1,004,716	0.398417	0.913083	0.058954	0.027963
ZYNE	2023-03-17	371,100	899,212	0.473655	0.865132	0.12259	0.012278
ZYNE	2023-03-24	292,671	991,209	0.439955	0.716839	0.240973	0.042188
ZYNE	2023-03-31	298,773	649,224	0.411495	0.831109	0.157679	0.011211
ZYNE	2023-04-07	211,058	692,048	0.467817	0.80353	0.165953	0.030516
ZYNE	2023-04-14	165,506	381,389	0.363343	0.886506	0.107019	0.006476
ZYNE	2023-04-21	196,322	547,003	0.355144	0.865997	0.116477	0.017526
ZYNE	2023-04-28	182,460	320,952	0.487467	0.924501	0.045107	0.030392
ZYNE	2023-05-05	186,963	431,056	0.450589	0.924689	0.068761	0.00655
ZYNE	2023-05-12	359,667	753,122	0.336939	0.873805	0.114759	0.011437
ZYNE	2023-05-19	535,791	1,197,045	0.390203	0.953986	0.04231	0.003703
ZYNE	2023-05-26	245,860	451,492	0.62227	0.894024	0.079644	0.026332
ZYNE	2023-06-02	471,876	925,457	0.625784	0.947291	0.049504	0.003206
ZYNE	2023-06-09	233,581	503,523	0.60436	0.950368	0.049364	0.000269
ZYNE	2023-06-16	175,330	353,501	0.540954	0.917803	0.082197	0
ZYNE	2023-06-23	249,817	429,803	0.469077	0.931265	0.068735	0
ZYNE	2023-06-30	243,101	432,907	0.612254	0.558885	0.441115	0

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