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	2015-09-11	152,580	390,309	0.463659	0.738467	0.191103	0.070429
ZYNE	2015-09-18	176,885	400,666	0.453359	0.756188	0.231841	0.011972
ZYNE	2015-09-25	131,689	322,649	0.477909	0.639946	0.313408	0.046646
ZYNE	2015-10-02	221,748	551,944	0.503059	0.670416	0.266175	0.063409
ZYNE	2015-10-09	170,161	290,972	0.647947	0.701314	0.254675	0.044011
ZYNE	2015-10-16	146,863	310,261	0.620867	0.680745	0.246574	0.072681
ZYNE	2015-10-23	297,172	552,886	0.571637	0.661169	0.300191	0.038641
ZYNE	2015-10-30	111,690	236,808	0.529266	0.705472	0.261619	0.032909
ZYNE	2015-11-06	161,075	261,169	0.67661	0.611888	0.295161	0.092951
ZYNE	2015-11-13	150,290	273,062	0.60064	0.635438	0.278231	0.086331
ZYNE	2015-11-20	121,189	228,320	0.634489	0.75841	0.21048	0.031109
ZYNE	2015-11-27	123,159	223,284	0.662285	0.575535	0.371306	0.053158
ZYNE	2015-12-04	75,521	142,178	0.628972	0.666677	0.295465	0.037858
ZYNE	2015-12-11	144,073	226,127	0.652	0.596973	0.386652	0.016375
ZYNE	2015-12-18	175,803	289,026	0.630055	0.65563	0.311459	0.03291
ZYNE	2015-12-25	95,700	211,701	0.471207	0.638257	0.327603	0.03414
ZYNE	2016-01-01	117,782	241,057	0.524637	0.703236	0.259916	0.036848
ZYNE	2016-01-08	119,340	223,313	0.669847	0.693095	0.219018	0.087887
ZYNE	2016-01-15	103,670	151,794	0.737396	0.543752	0.441692	0.014556
ZYNE	2016-01-22	114,335	182,339	0.653975	0.661806	0.238406	0.099788
ZYNE	2016-01-29	89,110	212,533	0.525253	0.692724	0.290147	0.017129
ZYNE	2016-02-05	61,847	111,674	0.616965	0.735114	0.242981	0.021905
ZYNE	2016-02-12	215,919	442,612	0.504998	0.586479	0.403528	0.009993
ZYNE	2016-02-19	169,502	335,044	0.650138	0.761532	0.224187	0.01428
ZYNE	2016-02-26	142,410	391,363	0.606062	0.661329	0.309982	0.028689
ZYNE	2016-03-04	187,781	240,550	0.668217	0.857484	0.120428	0.022087
ZYNE	2016-03-11	208,795	484,412	0.528054	0.749179	0.234275	0.016546
ZYNE	2016-03-18	3,704,461	7,530,590	0.458308	0.697224	0.250453	0.052322
ZYNE	2016-03-25	767,917	1,590,859	0.554907	0.790914	0.149137	0.05995
ZYNE	2016-04-01	373,009	801,182	0.55388	0.7557	0.12426	0.12004
ZYNE	2016-04-08	843,156	1,490,114	0.658686	0.700836	0.205249	0.093915
ZYNE	2016-04-15	541,164	971,768	0.698741	0.734441	0.205913	0.059646
ZYNE	2016-04-22	317,635	606,650	0.626682	0.80978	0.176898	0.013322
ZYNE	2016-04-29	259,770	482,959	0.61247	0.725523	0.260711	0.013766
ZYNE	2016-05-06	185,023	385,675	0.625873	0.701468	0.282931	0.015601
ZYNE	2016-05-13	159,351	281,290	0.589576	0.770003	0.22076	0.009237
ZYNE	2016-05-20	376,961	706,808	0.533093	0.796476	0.199285	0.004239
ZYNE	2016-05-27	352,845	727,436	0.543074	0.822433	0.166373	0.011194
ZYNE	2016-06-03	569,902	1,019,944	0.653789	0.808639	0.135723	0.055638
ZYNE	2016-06-10	411,090	800,059	0.662105	0.837997	0.153005	0.008997
ZYNE	2016-06-17	359,880	743,380	0.565304	0.657717	0.207543	0.13474
ZYNE	2016-06-24	276,827	545,600	0.639272	0.783074	0.197732	0.019194
ZYNE	2016-07-01	983,507	1,883,016	0.604922	0.74907	0.192244	0.058686
ZYNE	2016-07-08	165,203	390,572	0.38389	0.79715	0.191352	0.011497
ZYNE	2016-07-15	125,293	329,026	0.403658	0.794371	0.198634	0.006995
ZYNE	2016-07-22	152,742	460,320	0.371537	0.79769	0.197016	0.005294
ZYNE	2016-07-29	311,495	602,355	0.546818	0.874883	0.118648	0.006469
ZYNE	2016-08-05	536,825	1,081,352	0.648496	0.845294	0.10545	0.049255
ZYNE	2016-08-12	264,411	585,105	0.485103	0.816555	0.147733	0.035713
ZYNE	2016-08-19	200,279	697,990	0.41471	0.840655	0.140179	0.019166
ZYNE	2016-08-26	208,874	399,747	0.596471	0.865672	0.121371	0.012956
ZYNE	2016-09-02	124,298	232,699	0.607046	0.828937	0.161135	0.009928
ZYNE	2016-09-09	491,748	1,007,718	0.562845	0.878226	0.107903	0.013871
ZYNE	2016-09-16	301,057	532,141	0.64754	0.818326	0.165202	0.016472
ZYNE	2016-09-23	828,362	1,879,346	0.562679	0.861803	0.12381	0.014386
ZYNE	2016-09-30	839,976	1,941,295	0.479787	0.823466	0.158271	0.018263
ZYNE	2016-10-07	615,742	1,477,389	0.487691	0.791181	0.193854	0.014965
ZYNE	2016-10-14	435,597	1,057,277	0.551862	0.760339	0.22373	0.015931
ZYNE	2016-10-21	333,588	758,803	0.568659	0.747824	0.23588	0.016296
ZYNE	2016-10-28	335,938	517,018	0.72425	0.753988	0.225666	0.020346
ZYNE	2016-11-04	277,722	491,867	0.687419	0.819314	0.156884	0.023802
ZYNE	2016-11-11	333,894	777,183	0.531199	0.802076	0.174004	0.02392
ZYNE	2016-11-18	594,039	1,348,589	0.55511	0.806325	0.145458	0.048217
ZYNE	2016-11-25	286,837	560,630	0.646911	0.861552	0.129546	0.008902
ZYNE	2016-12-02	290,213	460,778	0.708679	0.836457	0.114692	0.048851
ZYNE	2016-12-09	584,301	1,024,358	0.636238	0.860656	0.124241	0.015103
ZYNE	2016-12-16	272,181	547,403	0.601895	0.895477	0.093882	0.010641
ZYNE	2016-12-23	262,360	477,679	0.620891	0.899375	0.092502	0.008123
ZYNE	2016-12-30	336,160	576,587	0.721794	0.889674	0.104797	0.005529
ZYNE	2017-01-06	646,772	1,309,686	0.583597	0.902731	0.084596	0.012672
ZYNE	2017-01-13	532,815	977,262	0.575961	0.902403	0.087597	0.01
ZYNE	2017-01-20	1,480,979	3,410,534	0.457101	0.869016	0.118774	0.012211
ZYNE	2017-01-27	715,910	1,243,016	0.625753	0.796375	0.182763	0.020862
ZYNE	2017-02-03	756,305	1,316,644	0.592508	0.802335	0.175802	0.021864
ZYNE	2017-02-10	936,653	1,609,712	0.604908	0.768198	0.14184	0.089962
ZYNE	2017-02-17	1,334,899	2,445,812	0.607792	0.814687	0.131602	0.053711
ZYNE	2017-02-24	675,675	1,204,401	0.60373	0.799468	0.18787	0.012662
ZYNE	2017-03-03	757,276	1,484,937	0.584363	0.849049	0.125537	0.025415
ZYNE	2017-03-10	485,160	912,162	0.577496	0.860796	0.125347	0.013858
ZYNE	2017-03-17	608,920	1,138,720	0.547197	0.853712	0.135077	0.011211
ZYNE	2017-03-24	350,727	702,882	0.540171	0.865124	0.115864	0.019012
ZYNE	2017-03-31	666,090	1,419,116	0.52977	0.847046	0.138301	0.014653
ZYNE	2017-04-07	578,860	1,268,607	0.511466	0.805035	0.176662	0.018302
ZYNE	2017-04-14	1,016,125	2,530,080	0.47254	0.810449	0.167567	0.021984
ZYNE	2017-04-21	435,658	1,036,948	0.462668	0.847244	0.127295	0.025461
ZYNE	2017-04-28	615,785	1,302,234	0.494685	0.868837	0.121846	0.009317
ZYNE	2017-05-05	594,525	1,252,531	0.54485	0.842245	0.147638	0.010116
ZYNE	2017-05-12	742,222	1,347,623	0.556901	0.839933	0.149738	0.010329
ZYNE	2017-05-19	672,524	1,191,002	0.619756	0.85018	0.138606	0.011214
ZYNE	2017-05-26	505,965	951,793	0.604281	0.786118	0.144236	0.069647
ZYNE	2017-06-02	501,135	812,522	0.570226	0.864334	0.125658	0.010008
ZYNE	2017-06-09	634,013	1,272,285	0.553294	0.78549	0.192886	0.021624
ZYNE	2017-06-16	650,063	1,302,322	0.527519	0.886439	0.106058	0.007503
ZYNE	2017-06-23	675,756	1,351,403	0.532295	0.839704	0.149602	0.010694
ZYNE	2017-06-30	985,882	1,860,552	0.530018	0.849532	0.145552	0.004916
ZYNE	2017-07-07	366,978	647,924	0.591801	0.827967	0.163395	0.008638
ZYNE	2017-07-14	787,908	1,455,575	0.586339	0.863141	0.121953	0.014906
ZYNE	2017-07-21	855,949	1,697,303	0.60627	0.846772	0.13886	0.014368
ZYNE	2017-07-28	1,049,328	1,845,064	0.621174	0.848785	0.13662	0.014595
ZYNE	2017-08-04	1,738,668	3,618,924	0.560654	0.854393	0.133863	0.011744

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