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
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
ZYXI	2020-10-09	569,313	1,644,128	0.475259	0.678284	0.282007	0.039709
ZYXI	2020-10-16	4,770,941	8,664,054	0.674871	0.739956	0.228825	0.031219
ZYXI	2020-10-23	949,579	2,014,629	0.619576	0.614118	0.340874	0.045008
ZYXI	2020-10-30	1,265,425	2,420,979	0.587671	0.606248	0.335826	0.057926
ZYXI	2020-11-06	712,088	1,684,936	0.48258	0.575036	0.296031	0.128933
ZYXI	2020-11-13	968,613	2,268,263	0.508403	0.618511	0.249769	0.131721
ZYXI	2020-11-20	675,736	1,533,674	0.53771	0.63244	0.329465	0.038095
ZYXI	2020-11-27	347,625	839,143	0.552972	0.623273	0.31933	0.057396
ZYXI	2020-12-04	629,836	1,535,954	0.552102	0.643157	0.311582	0.045261
ZYXI	2020-12-11	681,223	1,308,583	0.582831	0.692694	0.263829	0.043477
ZYXI	2020-12-18	636,091	1,381,166	0.594295	0.674171	0.273601	0.052229
ZYXI	2020-12-25	338,600	778,457	0.611568	0.730998	0.226915	0.042087
ZYXI	2021-01-01	552,310	1,062,779	0.573672	0.761684	0.199514	0.038802
ZYXI	2021-01-08	1,153,724	2,243,127	0.642464	0.744194	0.219225	0.036581
ZYXI	2021-01-15	1,425,185	2,514,954	0.692966	0.759694	0.211805	0.028501
ZYXI	2021-01-22	1,072,159	1,929,183	0.719164	0.736055	0.213081	0.050864
ZYXI	2021-01-29	1,854,665	3,539,467	0.676247	0.653599	0.30672	0.039681
ZYXI	2021-02-05	881,716	1,574,323	0.621752	0.647821	0.321137	0.031042
ZYXI	2021-02-12	629,637	1,073,258	0.662196	0.690679	0.272999	0.036322
ZYXI	2021-02-19	548,229	939,263	0.65595	0.615583	0.355685	0.028732
ZYXI	2021-02-26	1,249,333	2,557,526	0.612236	0.639422	0.28826	0.072318
ZYXI	2021-03-05	1,593,674	3,408,429	0.514068	0.595642	0.377447	0.026911
ZYXI	2021-03-12	1,146,047	2,159,523	0.634862	0.639886	0.331092	0.029021
ZYXI	2021-03-19	541,995	962,622	0.605816	0.612792	0.353743	0.033465
ZYXI	2021-03-26	699,243	1,035,366	0.701874	0.645164	0.325312	0.029524
ZYXI	2021-04-02	343,396	676,777	0.639696	0.5035	0.453746	0.042754
ZYXI	2021-04-09	293,137	611,743	0.606705	0.586239	0.313804	0.099957
ZYXI	2021-04-16	314,658	624,749	0.646251	0.614464	0.289348	0.096188
ZYXI	2021-04-23	514,341	946,685	0.671312	0.61718	0.317452	0.065367
ZYXI	2021-04-30	517,537	868,055	0.610067	0.538477	0.391517	0.070005
ZYXI	2021-05-07	523,854	779,138	0.750177	0.532721	0.306627	0.160652
ZYXI	2021-05-14	348,261	761,552	0.542866	0.515169	0.358845	0.125986
ZYXI	2021-05-21	205,964	504,175	0.53057	0.606642	0.333172	0.060186
ZYXI	2021-05-28	186,014	628,689	0.410899	0.632133	0.306504	0.061364
ZYXI	2021-06-04	148,934	370,900	0.510326	0.670494	0.252935	0.076571
ZYXI	2021-06-11	146,313	450,958	0.493299	0.643726	0.239248	0.117025
ZYXI	2021-06-18	181,476	417,768	0.511721	0.659108	0.253512	0.08738
ZYXI	2021-06-25	161,524	384,954	0.564565	0.601498	0.3161	0.082402
ZYXI	2021-07-02	375,801	873,994	0.564994	0.655061	0.254759	0.09018
ZYXI	2021-07-09	267,762	567,988	0.539861	0.66389	0.287455	0.048655
ZYXI	2021-07-16	639,407	1,186,254	0.68925	0.584642	0.334491	0.080868
ZYXI	2021-07-23	542,361	1,064,196	0.591286	0.627521	0.304339	0.06814
ZYXI	2021-07-30	674,753	1,353,948	0.562421	0.600695	0.336597	0.062708
ZYXI	2021-08-06	1,034,380	1,991,226	0.53471	0.748458	0.219347	0.032195
ZYXI	2021-08-13	372,476	721,606	0.602102	0.598344	0.347572	0.054085
ZYXI	2021-08-20	439,871	735,009	0.661527	0.65967	0.295719	0.044611
ZYXI	2021-08-27	216,743	516,866	0.575485	0.653624	0.293427	0.052949
ZYXI	2021-09-03	210,256	492,169	0.535612	0.60368	0.356568	0.039753
ZYXI	2021-09-10	225,994	572,742	0.569942	0.590658	0.315574	0.093768
ZYXI	2021-09-17	233,789	570,255	0.472895	0.665647	0.268174	0.066178
ZYXI	2021-09-24	200,171	429,692	0.597752	0.688947	0.279436	0.031617
ZYXI	2021-10-01	232,138	590,611	0.473047	0.620834	0.344563	0.034602
ZYXI	2021-10-08	163,927	588,472	0.457441	0.710016	0.246478	0.043506
ZYXI	2021-10-15	356,626	878,086	0.504438	0.724034	0.235233	0.040733
ZYXI	2021-10-22	126,533	352,382	0.472596	0.690147	0.251984	0.057869
ZYXI	2021-10-29	133,260	333,789	0.495835	0.624099	0.234544	0.141357
ZYXI	2021-11-05	529,908	1,107,639	0.559522	0.612784	0.340282	0.046934
ZYXI	2021-11-12	314,765	594,181	0.615528	0.662574	0.290201	0.047225
ZYXI	2021-11-19	301,753	568,081	0.601345	0.723564	0.232019	0.044416
ZYXI	2021-11-26	254,843	482,431	0.621317	0.694137	0.265803	0.040061
ZYXI	2021-12-03	230,113	500,984	0.52939	0.683256	0.262389	0.054355
ZYXI	2021-12-10	350,721	705,691	0.504346	0.723461	0.233858	0.042681
ZYXI	2021-12-17	548,919	1,365,009	0.424182	0.646352	0.317308	0.03634

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