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
ZYXI	2018-11-09	71,478	103,816	0.632198	1	0	0
ZYXI	2018-11-16	17,282	44,444	0.3012	1	0	0
ZYXI	2018-11-23	18,449	34,710	0.504569	1	0	0
ZYXI	2018-11-30	13,499	23,957	0.489411	1	0	0
ZYXI	2018-12-07	55,213	110,138	0.529118	1	0	0
ZYXI	2018-12-14	12,688	24,600	0.568345	1	0	0
ZYXI	2018-12-21	26,147	97,912	0.335103	1	0	0
ZYXI	2018-12-28	19,022	71,602	0.302021	1	0	0
ZYXI	2019-01-04	28,235	40,320	0.681976	1	0	0
ZYXI	2019-01-11	28,406	48,429	0.450678	1	0	0
ZYXI	2019-01-18	117,522	220,777	0.593795	1	0	0
ZYXI	2019-01-25	134,912	187,918	0.630099	1	0	0
ZYXI	2019-02-01	72,176	125,309	0.582808	1	0	0
ZYXI	2019-02-08	96,265	212,123	0.388394	1	0	0
ZYXI	2019-02-15	98,717	204,760	0.518278	0.865819	0.134181	0
ZYXI	2019-02-22	77,995	187,333	0.600213	0.882664	0.115054	0.002282
ZYXI	2019-03-01	146,923	320,790	0.595768	0.821142	0.094912	0.083945
ZYXI	2019-03-08	70,669	199,590	0.485887	0.890149	0.106523	0.003328
ZYXI	2019-03-15	40,118	113,853	0.473321	0.933602	0.063159	0.003239
ZYXI	2019-03-22	50,533	112,889	0.554245	0.847327	0.152673	0
ZYXI	2019-03-29	20,126	59,698	0.404415	0.909447	0.090553	0
ZYXI	2019-04-05	45,038	104,261	0.467795	0.896485	0.100918	0.002597
ZYXI	2019-04-12	139,053	320,746	0.475996	0.896202	0.102966	0.000832
ZYXI	2019-04-19	63,490	126,009	0.500336	0.897887	0.094186	0.007928
ZYXI	2019-04-26	122,711	210,596	0.545883	0.88396	0.10562	0.01042
ZYXI	2019-05-03	548,874	1,004,631	0.605441	0.842102	0.152637	0.005261
ZYXI	2019-05-10	288,136	632,552	0.471256	0.823041	0.136419	0.04054
ZYXI	2019-05-17	370,345	734,273	0.542619	0.856569	0.135243	0.008188
ZYXI	2019-05-24	278,623	578,589	0.611335	0.894751	0.102274	0.002975
ZYXI	2019-05-31	120,595	217,843	0.626043	0.830651	0.166558	0.002792
ZYXI	2019-06-07	441,202	1,045,912	0.550757	0.788082	0.185388	0.02653
ZYXI	2019-06-14	552,619	1,139,746	0.541774	0.79673	0.184061	0.019209
ZYXI	2019-06-21	1,076,628	1,917,211	0.600847	0.758909	0.216936	0.024154
ZYXI	2019-06-28	1,417,379	2,690,349	0.666555	0.790001	0.170064	0.039936
ZYXI	2019-07-05	533,876	795,457	0.764465	0.736228	0.205789	0.057983
ZYXI	2019-07-12	796,318	1,131,643	0.775862	0.687991	0.238382	0.073627
ZYXI	2019-07-19	555,653	967,421	0.641382	0.725639	0.226192	0.048169
ZYXI	2019-07-26	397,358	529,250	0.772348	0.797353	0.147606	0.05504
ZYXI	2019-08-02	772,924	1,064,093	0.746164	0.734259	0.226662	0.039079
ZYXI	2019-08-09	314,724	475,222	0.74957	0.746646	0.208447	0.044908
ZYXI	2019-08-16	809,148	1,199,508	0.717147	0.737412	0.222966	0.039622
ZYXI	2019-08-23	901,257	1,634,919	0.686538	0.740326	0.216572	0.043102
ZYXI	2019-08-30	376,913	506,537	0.824582	0.746935	0.198344	0.054721
ZYXI	2019-09-06	293,763	425,965	0.685344	0.759281	0.163069	0.07765
ZYXI	2019-09-13	461,663	871,558	0.59269	0.67657	0.219636	0.103794
ZYXI	2019-09-20	410,641	712,376	0.631422	0.672688	0.290195	0.037117
ZYXI	2019-09-27	369,168	581,047	0.71828	0.669818	0.27512	0.055061
ZYXI	2019-10-04	1,690,509	2,664,756	0.67408	0.798393	0.168602	0.033005
ZYXI	2019-10-11	1,022,705	1,736,862	0.646187	0.815004	0.151429	0.033567
ZYXI	2019-10-18	958,831	1,595,225	0.706076	0.809839	0.121093	0.069068
ZYXI	2019-10-25	1,502,973	2,613,997	0.652268	0.759359	0.156653	0.083988
ZYXI	2019-11-01	825,053	1,281,244	0.688391	0.752065	0.178354	0.069581
ZYXI	2019-11-08	683,732	990,351	0.731149	0.823048	0.143534	0.033418
ZYXI	2019-11-15	262,416	446,630	0.663207	0.807317	0.143236	0.049447
ZYXI	2019-11-22	268,956	456,297	0.687243	0.680932	0.233164	0.085904
ZYXI	2019-11-29	712,794	1,421,047	0.557722	0.828426	0.148649	0.022925
ZYXI	2019-12-06	461,230	733,889	0.613308	0.794863	0.149172	0.055965
ZYXI	2019-12-13	591,858	1,057,428	0.542953	0.744997	0.141821	0.113183
ZYXI	2019-12-20	828,282	1,800,414	0.511284	0.7515	0.148936	0.099564
ZYXI	2019-12-27	254,549	507,773	0.562062	0.721048	0.241451	0.037502
ZYXI	2020-01-03	255,386	406,221	0.634383	0.784766	0.148353	0.066881
ZYXI	2020-01-10	1,120,686	2,099,781	0.609108	0.85887	0.111198	0.029933
ZYXI	2020-01-17	680,950	1,052,069	0.694381	0.759251	0.142607	0.098142
ZYXI	2020-01-24	292,972	593,185	0.514035	0.776893	0.184851	0.038255
ZYXI	2020-01-31	372,139	719,828	0.586183	0.684952	0.180183	0.134865
ZYXI	2020-02-07	207,039	432,129	0.61138	0.666932	0.273479	0.059589
ZYXI	2020-02-14	336,983	642,929	0.558089	0.69469	0.199452	0.105858
ZYXI	2020-02-21	539,868	993,844	0.590274	0.72737	0.230785	0.041845
ZYXI	2020-02-28	1,198,324	2,049,422	0.625368	0.70899	0.234449	0.056562
ZYXI	2020-03-06	1,348,396	2,315,479	0.659713	0.686807	0.228111	0.085083
ZYXI	2020-03-13	912,301	1,572,428	0.56938	0.686337	0.242687	0.070977
ZYXI	2020-03-20	489,279	988,947	0.516558	0.714791	0.240902	0.044307
ZYXI	2020-03-27	447,581	791,756	0.553931	0.691579	0.260356	0.048066
ZYXI	2020-04-03	422,782	768,683	0.580892	0.666169	0.284883	0.048947
ZYXI	2020-04-10	613,121	1,131,674	0.628963	0.721723	0.246251	0.032026
ZYXI	2020-04-17	659,962	1,240,185	0.627318	0.678519	0.277	0.044481
ZYXI	2020-04-24	770,761	1,338,211	0.669398	0.720115	0.199196	0.080689
ZYXI	2020-05-01	2,008,603	3,798,922	0.628261	0.693094	0.229034	0.077873
ZYXI	2020-05-08	3,366,494	5,192,266	0.701927	0.800425	0.179279	0.020296
ZYXI	2020-05-15	2,757,182	4,710,295	0.617742	0.775662	0.200134	0.024203
ZYXI	2020-05-22	1,506,416	2,688,838	0.618465	0.768927	0.207882	0.023191
ZYXI	2020-05-29	1,223,737	2,301,447	0.602448	0.73809	0.239411	0.022499
ZYXI	2020-06-05	1,650,828	2,969,033	0.665192	0.737711	0.238644	0.023645
ZYXI	2020-06-12	4,366,363	7,629,266	0.599655	0.686644	0.223363	0.089992
ZYXI	2020-06-19	3,223,603	5,469,287	0.655658	0.648283	0.309835	0.041882
ZYXI	2020-06-26	1,506,524	2,491,157	0.696107	0.646741	0.316831	0.036428
ZYXI	2020-07-03	1,196,233	2,087,548	0.645202	0.570681	0.38509	0.044229
ZYXI	2020-07-10	2,114,955	3,536,368	0.666267	0.689506	0.26812	0.042374
ZYXI	2020-07-17	3,283,598	6,464,515	0.61141	0.711498	0.246722	0.04178
ZYXI	2020-07-24	2,215,344	4,247,663	0.550632	0.61389	0.337848	0.048262
ZYXI	2020-07-31	2,832,349	5,203,195	0.580138	0.591168	0.366096	0.042736
ZYXI	2020-08-07	1,354,639	3,453,323	0.494057	0.645806	0.312237	0.041956
ZYXI	2020-08-14	797,129	2,346,516	0.435044	0.585438	0.353577	0.060985
ZYXI	2020-08-21	940,279	2,522,821	0.479918	0.563456	0.313619	0.122926
ZYXI	2020-08-28	1,001,428	2,581,350	0.443425	0.556152	0.313905	0.129943
ZYXI	2020-09-04	777,200	2,156,439	0.435333	0.578211	0.360255	0.061534
ZYXI	2020-09-11	1,529,451	2,497,060	0.575692	0.700463	0.260352	0.039185
ZYXI	2020-09-18	964,006	2,233,217	0.532197	0.658697	0.296618	0.044685
ZYXI	2020-09-25	514,354	1,327,272	0.555568	0.606478	0.336746	0.056776
ZYXI	2020-10-02	640,765	1,504,825	0.476618	0.603669	0.350953	0.045378

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