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
ZTO	2025-12-19	1,249,247	2,481,181	0.662223	0.022358	0.977642	0
ZTO	2025-12-26	701,125	1,192,147	0.56798	0.021706	0.978294	0
ZTO	2026-01-02	602,362	1,350,240	0.433668	0.026449	0.973551	0
ZTO	2026-01-09	1,034,124	2,745,845	0.441939	0.03164	0.96836	0
ZTO	2026-01-16	1,827,914	3,297,506	0.584183	0.031442	0.968558	0
ZTO	2026-01-23	1,161,525	2,040,060	0.564684	0.025939	0.974061	0
ZTO	2026-01-30	1,912,002	3,636,562	0.528103	0.019034	0.980966	0
ZTS	2013-02-01	6,022,484	44,782,299	0.197108	0.09921	0.868861	0.031929
ZTS	2013-02-08	1,930,718	9,905,229	0.202536	0.269705	0.691702	0.038593
ZTS	2013-02-15	949,361	4,161,199	0.274302	0.166585	0.787966	0.045448
ZTS	2013-02-22	553,311	2,494,171	0.253813	0.168025	0.775325	0.05665
ZTS	2013-03-01	1,066,374	3,209,385	0.361381	0.148767	0.789829	0.061404
ZTS	2013-03-08	549,475	2,056,794	0.302972	0.241997	0.652879	0.105124
ZTS	2013-03-15	1,142,332	3,774,430	0.344622	0.184634	0.749898	0.065468
ZTS	2013-03-22	608,578	2,182,178	0.317702	0.270674	0.651931	0.077395
ZTS	2013-03-29	1,379,052	5,819,442	0.293141	0.31287	0.599134	0.087996
ZTS	2013-04-05	1,953,575	7,988,436	0.325094	0.677056	0.294641	0.028302
ZTS	2013-04-12	1,668,392	6,727,628	0.378622	0.630889	0.343454	0.025657
ZTS	2013-04-19	2,967,192	8,211,065	0.371952	0.671294	0.289218	0.039488
ZTS	2013-04-26	3,466,975	9,638,395	0.431146	0.585887	0.36007	0.054042
ZTS	2013-05-03	2,499,357	7,266,708	0.424706	0.595739	0.372245	0.032017
ZTS	2013-05-10	1,283,444	3,189,582	0.426765	0.543287	0.421973	0.03474
ZTS	2013-05-17	1,247,676	3,420,610	0.378544	0.41714	0.558873	0.023987
ZTS	2013-05-24	15,280,254	25,259,217	0.563686	0.557494	0.41293	0.029576
ZTS	2013-05-31	5,232,802	11,636,535	0.43712	0.634553	0.352649	0.012798
ZTS	2013-06-07	7,855,998	14,266,588	0.575819	0.60109	0.288134	0.110776
ZTS	2013-06-14	11,767,684	25,480,602	0.483965	0.624854	0.302749	0.072396
ZTS	2013-06-21	51,673,426	100,306,925	0.504098	0.587937	0.35725	0.054814
ZTS	2013-06-28	38,371,386	95,941,625	0.423903	0.491241	0.34765	0.161109
ZTS	2013-07-05	15,803,667	48,639,776	0.360594	0.556357	0.385342	0.058301
ZTS	2013-07-12	12,744,588	39,075,256	0.337108	0.569746	0.375376	0.054878
ZTS	2013-07-19	7,199,656	23,981,316	0.350911	0.561376	0.371093	0.06753
ZTS	2013-07-26	6,407,515	21,495,943	0.282302	0.591007	0.356426	0.052567
ZTS	2013-08-02	6,886,121	24,964,806	0.298443	0.574873	0.372109	0.053018
ZTS	2013-08-09	9,948,880	29,733,480	0.317353	0.516955	0.433244	0.049801
ZTS	2013-08-16	6,204,705	21,155,997	0.310202	0.583772	0.365178	0.05105
ZTS	2013-08-23	6,280,453	17,988,417	0.397124	0.44935	0.362041	0.188609
ZTS	2013-08-30	6,947,278	24,013,312	0.36126	0.448668	0.421806	0.129525
ZTS	2013-09-06	5,825,452	15,865,050	0.397984	0.431308	0.459416	0.109276
ZTS	2013-09-13	6,559,046	19,611,051	0.363251	0.560154	0.363149	0.076697
ZTS	2013-09-20	12,502,944	30,468,860	0.390805	0.384748	0.512953	0.1023
ZTS	2013-09-27	4,821,279	12,608,505	0.412489	0.446768	0.471122	0.08211
ZTS	2013-10-04	7,026,288	16,449,787	0.444009	0.497819	0.449896	0.052285
ZTS	2013-10-11	8,391,449	20,529,047	0.452036	0.524551	0.405055	0.070394
ZTS	2013-10-18	5,483,725	14,574,264	0.423684	0.487785	0.423538	0.088677
ZTS	2013-10-25	3,675,548	11,696,130	0.351066	0.516548	0.429516	0.053936
ZTS	2013-11-01	5,898,987	19,390,060	0.347491	0.493832	0.451155	0.055013
ZTS	2013-11-08	8,226,325	25,573,469	0.354439	0.534485	0.411701	0.053814
ZTS	2013-11-15	4,956,638	15,283,959	0.348094	0.503379	0.440303	0.056319
ZTS	2013-11-22	4,783,295	15,131,619	0.379336	0.41648	0.511406	0.072114
ZTS	2013-11-29	3,574,085	10,627,102	0.381659	0.417028	0.517035	0.065937
ZTS	2013-12-06	6,793,004	19,145,444	0.387644	0.551504	0.402368	0.046127
ZTS	2013-12-13	7,062,637	15,684,587	0.466418	0.496947	0.444588	0.058465
ZTS	2013-12-20	5,249,357	13,731,807	null	0.417184	0.496016	0.086799
ZTS	2013-12-27	1,592,577	5,101,914	0.3194	0.443242	0.485207	0.071551
ZTS	2014-01-03	2,705,623	8,202,124	0.375072	0.48008	0.444912	0.075008
ZTS	2014-01-10	3,831,931	12,773,479	0.322496	0.443394	0.490212	0.066394
ZTS	2014-01-17	3,772,749	12,264,315	0.351364	0.451107	0.488774	0.060119
ZTS	2014-01-24	5,096,652	17,145,008	0.354544	0.52306	0.418563	0.058377
ZTS	2014-01-31	6,678,701	22,149,794	0.337108	0.51127	0.412146	0.076584
ZTS	2014-02-07	5,368,634	18,431,995	0.34916	0.462394	0.470834	0.066772
ZTS	2014-02-14	15,441,426	56,020,924	0.291485	0.54532	0.39842	0.05626
ZTS	2014-02-21	5,926,796	18,647,583	0.411477	0.455939	0.491975	0.052086
ZTS	2014-02-28	8,656,031	18,903,093	0.489375	0.468018	0.36903	0.162952
ZTS	2014-03-07	6,917,473	18,635,779	0.401061	0.44163	0.499418	0.058951
ZTS	2014-03-14	4,976,685	15,798,838	0.368082	0.445755	0.486571	0.067674
ZTS	2014-03-21	7,880,533	24,827,412	0.347501	0.423647	0.506147	0.070206
ZTS	2014-03-28	6,936,210	18,654,645	0.415981	0.519743	0.414787	0.06547
ZTS	2014-04-04	6,964,455	20,813,430	0.379519	0.532903	0.411979	0.055118
ZTS	2014-04-11	7,134,345	18,968,952	0.447883	0.461125	0.462633	0.076242
ZTS	2014-04-18	4,619,721	12,131,682	0.406195	0.365558	0.572216	0.062225
ZTS	2014-04-25	8,642,939	23,083,578	0.439901	0.406059	0.531046	0.062895
ZTS	2014-05-02	6,176,180	14,653,494	0.460312	0.439008	0.50761	0.053382
ZTS	2014-05-09	11,400,079	24,492,591	0.469313	0.416036	0.420428	0.163536
ZTS	2014-05-16	6,154,838	11,828,646	0.521162	0.369635	0.478182	0.152182
ZTS	2014-05-23	5,712,528	15,545,371	0.418238	0.4907	0.467455	0.041845
ZTS	2014-05-30	5,035,520	12,837,590	0.434221	0.491633	0.475046	0.033322
ZTS	2014-06-06	6,990,991	14,076,932	0.504604	0.474456	0.451051	0.074492
ZTS	2014-06-13	8,527,093	15,791,975	0.546236	0.431277	0.513303	0.055421
ZTS	2014-06-20	9,164,726	18,598,286	0.546374	0.470291	0.45524	0.074469
ZTS	2014-06-27	4,153,139	9,225,330	0.457797	0.35629	0.578306	0.065405
ZTS	2014-07-04	2,913,693	6,907,751	0.523972	0.355949	0.501484	0.142567
ZTS	2014-07-11	4,027,456	7,474,276	0.567526	0.424127	0.509851	0.066023
ZTS	2014-07-18	5,515,499	10,928,742	0.566808	0.432696	0.451423	0.11588
ZTS	2014-07-25	4,058,210	10,071,663	0.512928	0.453883	0.497909	0.048208
ZTS	2014-08-01	6,534,620	13,422,012	0.55278	0.528499	0.399753	0.071748
ZTS	2014-08-08	9,389,062	17,551,826	0.558935	0.429486	0.499197	0.071316
ZTS	2014-08-15	7,203,637	13,974,276	0.536333	0.364832	0.567653	0.067515
ZTS	2014-08-22	6,015,095	12,261,286	0.550763	0.424957	0.509108	0.065935
ZTS	2014-08-29	4,164,601	12,226,186	0.47514	0.384827	0.555111	0.060061
ZTS	2014-09-05	4,542,782	8,998,734	0.53063	0.355241	0.572979	0.07178
ZTS	2014-09-12	5,572,836	10,248,427	0.605446	0.320871	0.567753	0.111376
ZTS	2014-09-19	6,187,821	14,210,160	0.498701	0.329692	0.610092	0.060216
ZTS	2014-09-26	5,538,076	16,977,424	0.427333	0.307655	0.629826	0.06252
ZTS	2014-10-03	8,290,909	18,643,918	0.522939	0.345404	0.60629	0.048306
ZTS	2014-10-10	9,881,397	19,402,258	0.577865	0.344811	0.597788	0.057401
ZTS	2014-10-17	9,766,841	21,204,460	0.519744	0.368377	0.570679	0.060944
ZTS	2014-10-24	5,404,595	11,824,966	0.435062	0.366422	0.567928	0.06565
ZTS	2014-10-31	4,063,723	10,112,257	0.404108	0.355415	0.534167	0.110418
ZTS	2014-11-07	16,363,734	34,271,168	0.482771	0.531262	0.436771	0.031967

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