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
ZVRA	2023-09-01	39,591	52,731	0.771408	0.099946	0.841086	0.058968
ZVRA	2023-09-08	54,909	63,016	0.895928	0.029789	0.917929	0.052282
ZVRA	2023-09-15	38,861	55,043	0.788116	0.106824	0.828142	0.065034
ZVRA	2023-09-22	62,273	65,662	0.911745	0.019974	0.946036	0.03399
ZVRA	2023-09-29	25,211	37,857	0.791177	0.107789	0.818299	0.073911
ZVRA	2023-10-06	28,339	37,774	0.816175	0.036313	0.899385	0.064303
ZVRA	2023-10-13	26,973	35,184	0.580399	0.053054	0.863483	0.083463
ZVRA	2023-10-20	16,597	31,916	0.51471	0.016835	0.976241	0.006923
ZVRA	2023-10-27	21,118	30,246	0.588394	0.124779	0.858572	0.016649
ZVRA	2023-11-03	18,321	24,610	0.655817	0.015883	0.836605	0.147512
ZVRA	2023-11-10	49,165	70,262	0.756091	0.052661	0.904682	0.042658
ZVRA	2023-11-17	92,300	105,914	0.813263	0.059005	0.897104	0.043891
ZVRA	2023-11-24	32,671	68,862	0.361425	0.031542	0.944973	0.023485
ZVRA	2023-12-01	40,891	76,075	0.382256	0.067292	0.919716	0.012991
ZVRA	2023-12-08	41,247	83,858	0.438247	0.201857	0.784759	0.013384
ZVRA	2023-12-15	43,100	67,006	0.443809	0.006364	0.974024	0.019613
ZVRA	2023-12-22	38,959	80,485	0.427462	0.022958	0.944092	0.032951
ZVRA	2023-12-29	149,056	255,257	0.460532	0.026691	0.938415	0.034894
ZVRA	2024-01-05	88,954	131,952	0.625065	0.040839	0.905633	0.053528
ZVRA	2024-01-12	63,031	95,636	0.612154	0.063538	0.911479	0.024983
ZVRA	2024-01-19	47,915	75,660	0.632491	0.067022	0.902771	0.030206
ZVRA	2024-01-26	82,058	111,896	0.764074	0.029193	0.956855	0.013952
ZVRA	2024-02-02	88,778	124,930	0.618898	0.038593	0.94376	0.017647
ZVRA	2024-02-09	77,080	100,154	0.642231	0.037123	0.93884	0.024037
ZVRA	2024-02-16	128,160	169,913	0.603143	0.027822	0.960238	0.011941
ZVRA	2024-02-23	42,287	59,765	0.630494	0.02069	0.952956	0.026354
ZVRA	2024-03-01	46,993	68,316	0.617195	0.020224	0.959786	0.019989
ZVRA	2024-03-08	71,129	130,492	0.534379	0.054072	0.899632	0.046296
ZVRA	2024-03-15	69,315	92,916	0.596366	0.011086	0.969773	0.019141
ZVRA	2024-03-22	67,092	87,441	0.688261	0.023784	0.948092	0.028124
ZVRA	2024-03-29	76,240	96,569	0.686041	0.03621	0.924266	0.039523
ZVRA	2024-04-05	67,766	96,383	0.821291	0.008986	0.923293	0.067721
ZVRA	2024-04-12	59,634	73,083	0.901997	0.025731	0.944971	0.029298
ZVRA	2024-04-19	136,824	174,438	0.715247	0.070956	0.866342	0.062702
ZVRA	2024-04-26	77,701	92,995	0.824409	0.057775	0.885785	0.056441
ZVRA	2024-05-03	77,134	87,187	0.839858	0.043065	0.900117	0.056818
ZVRA	2024-05-10	104,142	121,001	0.727474	0.010969	0.85869	0.13034
ZVRA	2024-05-17	52,180	68,794	0.637436	0.001811	0.851552	0.146636
ZVRA	2024-05-24	34,630	44,063	0.631745	0.026445	0.758825	0.21473
ZVRA	2024-05-31	29,032	39,856	0.638536	0.033853	0.825252	0.140895
ZVRA	2024-06-07	42,131	55,869	0.757189	0.053951	0.725665	0.220383
ZVRA	2024-06-14	48,986	73,078	0.561026	0.026653	0.708153	0.265194
ZVRA	2024-06-21	28,448	39,787	0.650748	0.060419	0.816946	0.122635
ZVRA	2024-06-28	57,064	73,443	0.692071	0.016475	0.814407	0.169117
ZVRA	2024-07-05	58,011	80,146	0.723659	0.064123	0.804737	0.13114
ZVRA	2024-07-12	253,708	344,134	0.6245	0.017905	0.885624	0.096471
ZVRA	2024-07-19	113,291	236,143	0.532484	0.027453	0.848353	0.124193
ZVRA	2024-07-26	124,811	159,322	0.721172	0.036226	0.795638	0.168135
ZVRA	2024-08-02	315,991	597,378	0.649312	0.031649	0.903493	0.064858
ZVRA	2024-08-09	579,795	1,168,296	0.511925	0.019635	0.940967	0.039398
ZVRA	2024-08-16	190,482	333,056	0.60421	0.014858	0.951173	0.033969
ZVRA	2024-08-23	238,753	370,101	0.672399	0.02803	0.885759	0.08621
ZVRA	2024-08-30	112,430	148,887	0.743663	0.009002	0.90553	0.085468
ZVRA	2024-09-06	99,422	199,850	0.469537	0.016329	0.951523	0.032148
ZVRA	2024-09-13	114,587	250,660	0.494639	0.01565	0.931886	0.052464
ZVRA	2024-09-20	374,077	519,027	0.658063	0.012311	0.928704	0.058985
ZVRA	2024-09-27	414,658	625,630	0.649208	0.046972	0.925435	0.027594
ZVRA	2024-10-04	177,554	247,757	0.777727	0.049136	0.874789	0.076075
ZVRA	2024-10-11	264,109	373,304	0.693242	0.029864	0.911154	0.058982
ZVRA	2024-10-18	79,967	153,377	0.59678	0.015311	0.978133	0.006556
ZVRA	2024-10-25	65,940	148,484	0.574022	0.029929	0.968154	0.001917
ZVRA	2024-11-01	73,774	151,838	0.446182	0.013518	0.978842	0.00764
ZVRA	2024-11-08	81,103	144,025	0.511111	0.023318	0.975085	0.001598
ZVRA	2024-11-15	125,178	260,451	0.526095	0.026352	0.972602	0.001045
ZVRA	2024-11-22	128,895	242,767	0.442375	0.011928	0.987817	0.000255
ZVRA	2024-11-29	26,099	71,028	0.487668	0.038972	0.961028	0
ZVRA	2024-12-06	94,581	184,262	0.497113	0.022608	0.970687	0.006705
ZVRA	2024-12-13	72,301	108,448	0.636098	0.034941	0.960632	0.004427
ZVRA	2024-12-20	148,551	220,107	0.670553	0.020612	0.97749	0.001898
ZVRA	2024-12-27	76,007	87,143	0.764557	0.015272	0.983647	0.001081
ZVRA	2025-01-03	96,886	114,674	0.703457	0.003545	0.996455	0
ZVRA	2025-01-10	150,610	166,872	0.700607	0.016203	0.982884	0.000913
ZVRA	2025-01-17	108,527	117,603	0.797346	0.028181	0.971819	0
ZVRA	2025-01-24	76,582	88,098	0.763515	0.02318	0.97682	0
ZVRA	2025-01-31	72,960	104,333	0.76807	0.017166	0.981949	0.000885
ZVRA	2025-02-07	69,414	91,392	0.729928	0.014911	0.98295	0.002139
ZVRA	2025-02-14	90,710	153,777	0.760135	0.028112	0.968611	0.003277
ZVRA	2025-02-21	49,637	70,526	0.535272	0.014976	0.985024	0
ZVRA	2025-02-28	106,037	126,263	0.744188	0.051676	0.948324	0
ZVRA	2025-03-07	94,789	114,006	0.75163	0.028762	0.971177	0.000061
ZVRA	2025-03-14	179,393	232,936	0.765469	0.031767	0.965024	0.003209
ZVRA	2025-03-21	102,653	193,501	0.788248	0.020334	0.968676	0.01099
ZVRA	2025-03-28	88,877	111,819	0.755935	0.043272	0.953712	0.003016
ZVRA	2025-04-04	71,823	83,260	0.768631	0.00959	0.989088	0.001321
ZWS	2021-10-08	4,783,578	9,226,053	0.567199	0.511653	0.474893	0.013454
ZWS	2021-10-15	3,691,050	7,837,370	0.613041	0.38262	0.593452	0.023928
ZWS	2021-10-22	2,006,088	3,673,605	0.542479	0.328914	0.65219	0.018896
ZWS	2021-10-29	2,481,978	4,028,570	0.558317	0.347606	0.578656	0.073738
ZWS	2021-11-05	1,295,510	4,839,649	0.280734	0.332886	0.638237	0.028877
ZWS	2021-11-12	1,537,868	3,982,967	0.409102	0.519214	0.454709	0.026076
ZWS	2021-11-19	1,929,648	3,357,850	0.48359	0.478807	0.504448	0.016745
ZWS	2021-11-26	796,452	2,171,246	0.502603	0.400824	0.570336	0.02884
ZWS	2021-12-03	1,478,125	3,519,081	0.48593	0.309454	0.664479	0.026067
ZWS	2021-12-10	1,138,603	2,185,323	0.561413	0.305393	0.667077	0.02753
ZWS	2021-12-17	1,740,055	4,752,523	0.50117	0.347157	0.629556	0.023287
ZWS	2021-12-24	758,440	1,750,021	0.526474	0.335072	0.601188	0.06374
ZWS	2021-12-31	756,597	1,721,849	0.47516	0.289759	0.687945	0.022296
ZWS	2022-01-07	883,548	1,922,110	0.479817	0.314929	0.658221	0.02685
ZWS	2022-01-14	1,019,979	5,000,253	0.264481	0.325137	0.651485	0.023378
ZWS	2022-01-21	1,082,166	3,212,553	0.474619	0.333704	0.633998	0.032298

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