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
ZTEK	2025-08-29	8,248	15,096	0.382164	0.003878	0.996122	0
ZTEK	2025-09-05	1,690,122	2,947,887	0.377542	0.005169	0.994831	0
ZTEK	2025-09-12	19,882	73,719	0.390269	0.087322	0.912678	0
ZTEK	2025-09-19	22,322	47,843	0.568495	0.082956	0.917044	0
ZTEK	2025-09-26	25,058	47,178	0.548204	0.014276	0.985724	0
ZTEK	2025-10-03	12,775	27,024	0.295632	0	1	0
ZTEK	2025-10-10	57,269	89,463	0.68936	0.130654	0.869346	0
ZTEK	2025-10-17	34,552	112,186	0.653442	0.045119	0.954881	0
ZTEK	2025-10-24	27,672	43,443	0.501433	0.041822	0.958178	0
ZTEK	2025-10-31	20,279	22,957	0.815378	0.006908	0.993092	0
ZTEK	2025-11-07	24,999	35,441	0.644554	0.006729	0.993271	0
ZTEK	2025-11-14	11,277	16,558	0.540187	null	null	null
ZTEK	2025-11-21	4,761	7,351	0.659391	0.174114	0.825886	0
ZTEK	2025-11-28	3,341	40,467	0.361343	0.042644	0.957356	0
ZTEK	2025-12-05	4,211	13,914	0.385022	null	null	null
ZTEK	2025-12-12	1,839	13,626	0.427771	null	null	null
ZTEK	2025-12-19	6,894	20,625	0.437017	0.265471	0.734529	0
ZTEK	2025-12-26	14,947	25,912	0.627375	0.333333	0.666667	0
ZTEK	2026-01-02	1,015	12,356	0.262562	null	null	null
ZTEK	2026-01-09	10,307	22,331	0.367812	null	null	null
ZTEK	2026-01-16	78,780	100,846	0.45802	0.01274	0.98726	0
ZTEK	2026-01-23	4,754	10,022	0.383511	0.019468	0.980532	0
ZTEK	2026-01-30	27,701	38,101	0.641029	0.009378	0.990622	0
ZTO	2016-10-28	12,723,911	58,569,264	null	null	null	null
ZTO	2016-11-04	5,737,861	19,304,696	0.350903	0.693834	0.270252	0.035914
ZTO	2016-11-11	5,639,067	12,273,012	0.525406	0.606303	0.340418	0.053279
ZTO	2016-11-18	4,793,208	13,483,494	0.378046	0.631655	0.29702	0.071325
ZTO	2016-11-25	4,252,008	10,084,926	0.453741	0.662512	0.306413	0.031076
ZTO	2016-12-02	5,703,270	15,254,473	0.440933	0.70273	0.248042	0.049228
ZTO	2016-12-09	3,651,500	9,493,165	0.36938	0.680266	0.294588	0.025146
ZTO	2016-12-16	5,005,137	10,272,234	0.506632	0.606188	0.347532	0.04628
ZTO	2016-12-23	2,392,739	4,894,091	0.527003	0.595358	0.371395	0.033247
ZTO	2016-12-30	4,464,714	8,679,751	0.529759	0.560158	0.398529	0.041314
ZTO	2017-01-06	4,439,506	9,042,558	0.472963	0.633565	0.340673	0.025763
ZTO	2017-01-13	2,911,981	6,999,969	0.445978	0.634035	0.332425	0.03354
ZTO	2017-01-20	3,464,783	7,284,127	0.487858	0.735875	0.227577	0.036549
ZTO	2017-01-27	3,262,216	7,619,058	0.412447	0.676675	0.291921	0.031404
ZTO	2017-02-03	2,266,979	4,703,047	0.466584	0.63505	0.337573	0.027377
ZTO	2017-02-10	4,853,179	7,886,200	0.604714	0.626307	0.265653	0.108041
ZTO	2017-02-17	4,934,240	11,073,929	0.456712	0.612007	0.315787	0.072207
ZTO	2017-02-24	3,099,782	4,762,053	0.641389	0.493136	0.484532	0.022332
ZTO	2017-03-03	14,176,568	24,627,252	0.526375	0.674658	0.305022	0.02032
ZTO	2017-03-10	7,018,117	14,576,433	0.527068	0.583934	0.378357	0.037708
ZTO	2017-03-17	8,598,217	14,932,146	0.635273	0.605577	0.355944	0.038479
ZTO	2017-03-24	2,266,111	5,752,019	0.572169	0.546702	0.410421	0.042877
ZTO	2017-03-31	6,350,910	10,891,608	0.585816	0.632276	0.327797	0.039927
ZTO	2017-04-07	8,498,655	13,194,497	0.652845	0.627022	0.344618	0.028361
ZTO	2017-04-14	4,702,657	7,913,415	0.573682	0.532454	0.44196	0.025586
ZTO	2017-04-21	2,571,680	7,172,807	0.375817	0.577645	0.402582	0.019773
ZTO	2017-04-28	4,164,303	7,506,638	0.539086	0.534704	0.442436	0.02286
ZTO	2017-05-05	4,762,233	9,287,778	0.668855	0.540389	0.431873	0.027738
ZTO	2017-05-12	5,749,219	12,085,901	0.509995	0.563672	0.41926	0.017068
ZTO	2017-05-19	7,922,054	13,817,340	0.566304	0.533204	0.44364	0.023156
ZTO	2017-05-26	5,630,532	11,245,422	0.578905	0.474471	0.450636	0.074893
ZTO	2017-06-02	3,747,259	6,880,650	0.571931	0.521624	0.459409	0.018967
ZTO	2017-06-09	3,805,517	7,586,733	0.525374	0.543192	0.434781	0.022027
ZTO	2017-06-16	4,161,922	7,238,718	0.564215	0.549054	0.421684	0.029261
ZTO	2017-06-23	4,134,065	8,124,709	0.469371	0.570951	0.40623	0.022819
ZTO	2017-06-30	3,097,623	6,849,321	0.495417	0.461413	0.518251	0.020336
ZTO	2017-07-07	2,593,342	5,674,618	0.49985	0.406484	0.568003	0.025514
ZTO	2017-07-14	3,621,230	8,319,793	0.485925	0.418655	0.563217	0.018128
ZTO	2017-07-21	4,421,923	9,523,166	0.486084	0.453901	0.532531	0.013568
ZTO	2017-07-28	3,122,113	6,071,309	0.440103	0.473972	0.509599	0.01643
ZTO	2017-08-04	2,543,599	6,152,152	0.430271	0.379013	0.595912	0.025075
ZTO	2017-08-11	6,302,870	11,950,720	0.557608	0.487873	0.486799	0.025328
ZTO	2017-08-18	5,110,866	8,878,888	0.552745	0.433544	0.549974	0.016482
ZTO	2017-08-25	8,936,179	16,321,718	0.553278	0.56698	0.416294	0.016726
ZTO	2017-09-01	3,093,753	6,429,470	0.564438	0.478767	0.498654	0.022579
ZTO	2017-09-08	4,924,002	10,611,176	0.572262	0.607282	0.381592	0.011126
ZTO	2017-09-15	6,010,190	19,708,193	0.432447	0.427234	0.55702	0.015745
ZTO	2017-09-22	3,587,440	8,285,988	0.519496	0.523856	0.455684	0.02046
ZTO	2017-09-29	4,044,137	8,602,905	0.497392	0.451614	0.494116	0.054271
ZTO	2017-10-06	3,864,404	7,352,473	0.574217	0.481823	0.49458	0.023596
ZTO	2017-10-13	10,782,185	24,440,727	0.448088	0.50166	0.457976	0.040364
ZTO	2017-10-20	4,084,220	6,839,621	0.630427	0.425577	0.54535	0.029073
ZTO	2017-10-27	3,428,501	5,490,931	0.653066	0.419261	0.562404	0.018336
ZTO	2017-11-03	7,938,886	13,757,035	0.673643	0.563995	0.412141	0.023864
ZTO	2017-11-10	4,529,152	9,498,353	0.497859	0.500309	0.480409	0.019282
ZTO	2017-11-17	4,241,235	8,709,537	0.536243	0.433238	0.551076	0.015686
ZTO	2017-11-24	2,884,395	8,514,525	0.34417	0.51471	0.47044	0.01485
ZTO	2017-12-01	3,317,660	7,785,225	0.470797	0.35164	0.62726	0.021099
ZTO	2017-12-08	7,246,961	20,774,194	0.433058	0.540556	0.44337	0.016075
ZTO	2017-12-15	8,306,844	16,644,525	0.507412	0.544198	0.437617	0.018185
ZTO	2017-12-22	5,134,511	14,361,840	0.374888	0.501414	0.480135	0.018451
ZTO	2017-12-29	1,403,706	4,597,311	0.375649	0.403765	0.569446	0.026789
ZTO	2018-01-05	3,636,881	10,627,631	0.467145	0.481176	0.457436	0.061388
ZTO	2018-01-12	4,669,822	10,884,582	0.568824	0.578327	0.40833	0.013344
ZTO	2018-01-19	5,074,483	10,512,301	0.548627	0.61757	0.318881	0.063549
ZTO	2018-01-26	3,499,229	8,131,492	0.444709	0.422198	0.563007	0.014795
ZTO	2018-02-02	3,342,815	6,323,902	0.512222	0.542266	0.438391	0.019343
ZTO	2018-02-09	4,343,273	7,259,068	0.645987	0.523195	0.44113	0.035675
ZTO	2018-02-16	1,962,639	3,332,400	0.579463	0.462489	0.499572	0.037939
ZTO	2018-02-23	2,912,238	3,902,980	0.758404	0.482082	0.496073	0.021846
ZTO	2018-03-02	3,939,278	6,315,392	0.637666	0.4919	0.487307	0.020793
ZTO	2018-03-09	11,451,002	19,517,464	0.610221	0.489142	0.407959	0.102899
ZTO	2018-03-16	8,552,693	18,637,978	0.439079	0.460751	0.435815	0.103435
ZTO	2018-03-23	4,180,323	7,502,262	0.523347	0.461565	0.50211	0.036324
ZTO	2018-03-30	3,466,638	7,132,710	0.500876	0.332144	0.647094	0.020763
ZTO	2018-04-06	5,294,021	10,555,141	0.522677	0.436954	0.548149	0.014898
ZTO	2018-04-13	4,510,880	9,874,682	0.543231	0.474933	0.506989	0.018078

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