Split (1)

train · 2.54M 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
ACIU	2021-04-16	196,929	486,740	0.470398	0.772849	0.192441	0.03471
ACIU	2021-04-23	260,754	623,958	0.465177	0.782612	0.177774	0.039613
ACIU	2021-04-30	128,199	360,607	0.439166	0.691594	0.222342	0.086063
ACIU	2021-05-07	138,024	647,935	0.405649	0.674647	0.191626	0.133727
ACIU	2021-05-14	127,367	400,620	0.390337	0.634979	0.242032	0.122989
ACIU	2021-05-21	277,556	895,337	0.439061	0.796169	0.166224	0.037607
ACIU	2021-05-28	178,895	1,185,699	0.312952	0.822554	0.123447	0.053999
ACIU	2021-06-04	961,414	2,671,941	0.419507	0.812087	0.173657	0.014257
ACIU	2021-06-11	4,780,946	9,421,921	0.491388	0.808964	0.171961	0.019076
ACIU	2021-06-18	709,910	1,143,647	0.643475	0.779818	0.190236	0.029945
ACIU	2021-06-25	641,521	1,130,251	0.604969	0.844544	0.132374	0.023083
ACIU	2021-07-02	608,042	1,422,870	0.65401	0.689647	0.244437	0.065916
ACIU	2021-07-09	466,649	781,728	0.635882	0.62861	0.328216	0.043175
ACIU	2021-07-16	271,472	513,650	0.59991	0.718373	0.199476	0.082151
ACIU	2021-07-23	181,519	355,702	0.533726	0.830667	0.142081	0.027252
ACIU	2021-07-30	489,614	869,303	0.532686	0.711235	0.263001	0.025764
ACIU	2021-08-06	165,236	318,142	0.534363	0.81597	0.149929	0.034101
ACIU	2021-08-13	105,184	324,075	0.366444	0.80648	0.144558	0.048963
ACIU	2021-08-20	145,849	353,883	0.43985	0.808093	0.161575	0.030332
ACIU	2021-08-27	201,806	472,904	0.488703	0.746719	0.218906	0.034376
ACIU	2021-09-03	42,110,566	74,285,384	0.542509	0.690863	0.287379	0.021758
ACIU	2021-09-10	563,232	1,586,478	0.486161	0.617188	0.273063	0.109749
ACIU	2021-09-17	640,916	1,287,639	0.540119	0.606639	0.337421	0.05594
ACIU	2021-09-24	625,781	1,337,956	0.590347	0.589636	0.389896	0.020468
ACIU	2021-10-01	356,839	831,266	0.450004	0.640878	0.333104	0.026017
ACIU	2021-10-08	420,720	1,742,532	0.452053	0.767096	0.208672	0.024232
ACIU	2021-10-15	111,604	493,294	0.245423	0.759313	0.201931	0.038756
ACIU	2021-10-22	285,265	683,541	0.397105	0.659026	0.32092	0.020053
ACIU	2021-10-29	409,272	1,085,433	0.343069	0.496062	0.375315	0.128623
ACIU	2021-11-05	598,974	1,280,288	0.447348	0.717656	0.258522	0.023821
ACIU	2021-11-12	2,664,395	4,968,359	0.619989	0.716524	0.257555	0.025921
ACIU	2021-11-19	543,684	1,059,578	0.586493	0.669117	0.307927	0.022956
ACIU	2021-11-26	316,384	629,462	0.570625	0.655257	0.324734	0.020009
ACIU	2021-12-03	469,856	783,969	0.564638	0.613282	0.375835	0.010883
ACIU	2021-12-10	371,499	525,794	0.77893	0.603399	0.373877	0.022724
ACIU	2021-12-17	343,755	593,091	0.653603	0.689406	0.285562	0.025032
ACIU	2021-12-24	155,807	337,402	0.498793	0.624312	0.282843	0.092844
ACIU	2021-12-31	309,955	600,881	0.625788	0.740218	0.238147	0.021635
ACIU	2022-01-07	248,241	440,423	0.572974	0.722828	0.253274	0.023898
ACIU	2022-01-14	133,368	275,927	0.480134	0.736327	0.24477	0.018903
ACIU	2022-01-21	98,691	224,237	0.480039	0.788725	0.187157	0.024118
ACIU	2022-01-28	158,551	714,610	0.442678	0.792628	0.185617	0.021755
ACIU	2022-02-04	189,234	373,041	0.563023	0.754607	0.223559	0.021834
ACIU	2022-02-11	135,259	220,398	0.600487	0.800809	0.18165	0.017541
ACIU	2022-02-18	102,639	277,598	0.577953	0.796716	0.178735	0.024548
ACIU	2022-02-25	424,598	577,447	0.629454	0.778704	0.211279	0.010017
ACIU	2022-03-04	87,498	170,383	0.572035	0.833032	0.147174	0.019794
ACIU	2022-03-11	144,981	276,784	0.514179	0.800679	0.159402	0.039919
ACIU	2022-03-18	190,002	300,686	0.623914	0.754997	0.227584	0.01742
ACIU	2022-03-25	167,371	304,877	0.461825	0.815659	0.148677	0.035663
ACIU	2022-04-01	132,649	227,688	0.593799	0.692015	0.279579	0.028406
ACIU	2022-04-08	218,083	335,344	0.659408	0.766466	0.19175	0.041784
ACIU	2022-04-15	88,775	143,210	0.710503	0.845977	0.133857	0.020167
ACIU	2022-04-22	101,465	196,709	0.674012	0.835248	0.138156	0.026596
ACIU	2022-04-29	131,068	252,788	0.709066	0.684096	0.27547	0.040434
ACIU	2022-05-06	82,965	146,702	0.695922	0.847586	0.104562	0.047852
ACIU	2022-05-13	173,091	443,621	0.525045	0.805887	0.167415	0.026698
ACIU	2022-05-20	226,332	682,010	0.540317	0.826043	0.146022	0.027935
ACIU	2022-05-27	135,737	241,161	0.651249	0.752764	0.174005	0.073231
ACIU	2022-06-03	80,311	122,202	0.652721	0.60906	0.294571	0.096369
ACIU	2022-06-10	96,669	197,304	0.582081	0.637695	0.259397	0.102908
ACIU	2022-06-17	220,321	614,531	0.498173	0.722944	0.216645	0.060411
ACIU	2022-06-24	157,404	266,969	0.559287	0.669928	0.274689	0.055384
ACIU	2022-07-01	318,829	521,937	0.620341	0.741794	0.215202	0.043004
ACIU	2022-07-08	68,223	151,820	0.464525	0.770373	0.176701	0.052926
ACIU	2022-07-15	57,772	93,815	0.448024	0.77441	0.172298	0.053292
ACIU	2022-07-22	98,050	226,281	0.485333	0.78848	0.110114	0.101406
ACIU	2022-07-29	71,458	116,951	0.553322	0.843545	0.115549	0.040905
ACIU	2022-08-05	59,580	149,496	0.427754	0.732335	0.195114	0.072551
ACIU	2022-08-12	59,806	114,446	0.536635	0.855344	0.109809	0.034847
ACIU	2022-08-19	71,944	120,186	0.54091	0.825679	0.123164	0.051157
ACIU	2022-08-26	133,499	250,339	0.524449	0.841718	0.103224	0.055058
ACIU	2022-09-02	58,564	131,404	0.4886	0.757999	0.164015	0.077986
ACIU	2022-09-09	97,228	159,688	0.675794	0.794637	0.158463	0.046901
ACIU	2022-09-16	50,905	91,175	0.611344	0.777558	0.179716	0.042726
ACIU	2022-09-23	117,256	216,502	0.649343	0.770369	0.17195	0.057681
ACIU	2022-09-30	262,125	511,932	0.607367	0.658713	0.180042	0.161245
ACIU	2022-10-07	66,389	212,368	0.331759	0.713126	0.117065	0.169808
ACIU	2022-10-14	81,835	176,352	0.442757	0.780866	0.141824	0.07731
ACIU	2022-10-21	103,260	220,869	0.628798	0.724448	0.235301	0.040252
ACIU	2022-10-28	155,309	265,658	0.587495	0.757909	0.185805	0.056285
ACIU	2022-11-04	181,786	300,985	0.590395	0.821217	0.114994	0.063788
ACIU	2022-11-11	79,511	130,961	0.634249	0.852615	0.118541	0.028844
ACIU	2022-11-18	141,162	270,871	0.504542	0.818995	0.12838	0.052624
ACIU	2022-11-25	106,970	203,493	0.575671	0.803144	0.16717	0.029686
ACIU	2022-12-02	196,417	354,850	0.595109	0.849948	0.128147	0.021905
ACIU	2022-12-09	170,221	410,230	0.47247	0.823529	0.148368	0.028104
ACIU	2022-12-16	152,651	604,328	0.371857	0.741844	0.204867	0.05329
ACIU	2022-12-23	121,476	427,307	0.230783	0.852536	0.136002	0.011462
ACIU	2022-12-30	140,754	425,432	0.391504	0.904569	0.071897	0.023534
ACIU	2023-01-06	39,998	161,859	0.400868	0.717896	0.203561	0.078543
ACIU	2023-01-13	64,116	212,564	0.462913	0.698879	0.257661	0.043461
ACIU	2023-01-20	64,756	210,398	0.398887	0.819788	0.126096	0.054116
ACIU	2023-01-27	338,446	858,904	0.384826	0.755457	0.209255	0.035287
ACIU	2023-02-03	105,133	247,850	0.403476	0.80005	0.156845	0.043105
ACIU	2023-02-10	49,755	145,792	0.396846	0.678858	0.240125	0.081017
ACIU	2023-02-17	54,579	113,265	0.588359	0.604103	0.300972	0.094925
ACIU	2023-02-24	22,147	68,456	0.334216	0.337754	0.5513	0.110947
ACIU	2023-03-03	57,338	133,588	0.450851	0.780117	0.153538	0.066345
ACIU	2023-03-10	47,896	125,671	0.429469	0.736334	0.217401	0.046265

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