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
ACMR	2018-05-18	26,358	77,180	0.390437	0.727497	0.270223	0.00228
ACMR	2018-05-25	44,887	122,226	0.354858	0.780578	0.214626	0.004796
ACMR	2018-06-01	152,170	380,261	0.358277	0.771974	0.222147	0.005879
ACMR	2018-06-08	91,235	176,650	0.557375	0.851502	0.134563	0.013935
ACMR	2018-06-15	158,068	301,937	0.481941	0.767839	0.220828	0.011334
ACMR	2018-06-22	237,723	414,153	0.589309	0.739646	0.231004	0.02935
ACMR	2018-06-29	192,227	276,018	0.834721	0.560974	0.41625	0.022776
ACMR	2018-07-06	123,924	168,514	0.784945	0.733504	0.257397	0.009099
ACMR	2018-07-13	109,376	175,476	0.648191	0.702776	0.284508	0.012716
ACMR	2018-07-20	68,174	131,815	0.657009	0.676551	0.31818	0.005269
ACMR	2018-07-27	87,433	169,473	0.681619	0.786864	0.201343	0.011794
ACMR	2018-08-03	123,514	234,879	0.64396	0.753403	0.239345	0.007252
ACMR	2018-08-10	171,533	340,495	0.671085	0.708429	0.281832	0.00974
ACMR	2018-08-17	86,886	174,109	0.630987	0.728099	0.264618	0.007282
ACMR	2018-08-24	34,322	92,332	0.480662	0.821371	0.177812	0.000817
ACMR	2018-08-31	59,225	208,441	0.540309	0.740903	0.234453	0.024643
ACMR	2018-09-07	23,905	49,239	0.543211	0.803113	0.179411	0.017476
ACMR	2018-09-14	70,937	143,347	0.538169	0.681861	0.287738	0.030401
ACMR	2018-09-21	20,460	50,141	0.555517	0.647766	0.330429	0.021805
ACMR	2018-09-28	37,906	71,646	0.631741	0.675639	0.300036	0.024325
ACMR	2018-10-05	80,241	107,440	0.711934	0.645063	0.350613	0.004324
ACMR	2018-10-12	75,708	99,134	0.763902	0.561715	0.434188	0.004097
ACMR	2018-10-19	47,875	62,774	0.756223	0.600927	0.39599	0.003083
ACMR	2018-10-26	40,955	81,752	0.590392	0.689897	0.300797	0.009306
ACMR	2018-11-02	25,034	43,045	0.654774	0.742156	0.257844	0
ACMR	2018-11-09	59,689	132,838	0.63531	0.778527	0.167702	0.05377
ACMR	2018-11-16	30,112	67,104	0.552118	0.634305	0.303954	0.061741
ACMR	2018-11-23	16,636	40,712	0.586063	0.779979	0.181156	0.038866
ACMR	2018-11-30	29,348	63,089	0.545631	0.697928	0.27524	0.026831
ACMR	2018-12-07	27,773	51,943	0.628716	0.599607	0.316254	0.08414
ACMR	2018-12-14	8,129	13,825	0.700412	0.56288	0.331112	0.106008
ACMR	2018-12-21	32,403	67,805	0.65634	0.666672	0.290949	0.04238
ACMR	2018-12-28	27,946	68,801	0.410985	0.629936	0.286771	0.083294
ACMR	2019-01-04	20,897	52,875	0.446681	0.569865	0.384127	0.046008
ACMR	2019-01-11	19,306	48,669	0.498599	0.66766	0.212471	0.119868
ACMR	2019-01-18	12,254	39,050	0.643445	0.723391	0.261916	0.014693
ACMR	2019-01-25	29,535	72,815	0.566732	0.703799	0.238862	0.057339
ACMR	2019-02-01	29,324	84,743	0.648538	0.640066	0.307038	0.052896
ACMR	2019-02-08	18,713	59,704	0.509191	0.620989	0.311325	0.067686
ACMR	2019-02-15	36,167	115,215	0.481032	0.62759	0.271063	0.101347
ACMR	2019-02-22	108,935	247,662	0.577046	0.701895	0.195826	0.10228
ACMR	2019-03-01	34,294	63,832	0.592044	0.639041	0.215023	0.145936
ACMR	2019-03-08	166,710	353,437	0.598722	0.717537	0.257518	0.024945
ACMR	2019-03-15	190,771	345,600	0.603864	0.728085	0.237515	0.0344
ACMR	2019-03-22	511,467	1,062,609	0.620332	0.684057	0.246353	0.06959
ACMR	2019-03-29	150,258	286,572	0.586759	0.681776	0.251022	0.067202
ACMR	2019-04-05	113,793	196,638	0.647797	0.708712	0.21776	0.073527
ACMR	2019-04-12	81,513	150,909	0.645923	0.623959	0.283255	0.092786
ACMR	2019-04-19	234,096	531,878	0.540391	0.635373	0.283809	0.080817
ACMR	2019-04-26	189,575	454,027	0.611476	0.697228	0.22542	0.077351
ACMR	2019-05-03	109,971	193,977	0.663403	0.740535	0.221229	0.038236
ACMR	2019-05-10	178,600	364,633	0.569615	0.717977	0.194704	0.087319
ACMR	2019-05-17	212,395	461,455	0.565099	0.753295	0.209251	0.037454
ACMR	2019-05-24	128,331	239,641	0.666719	0.666419	0.295474	0.038107
ACMR	2019-05-31	69,820	109,061	0.6423	0.683668	0.256699	0.059633
ACMR	2019-06-07	95,748	287,120	0.558789	0.668363	0.284111	0.047526
ACMR	2019-06-14	148,689	259,230	0.650919	0.555987	0.364457	0.079557
ACMR	2019-06-21	252,721	376,106	0.7655	0.590849	0.369675	0.039476
ACMR	2019-06-28	236,697	320,440	0.765907	0.603268	0.348436	0.048296
ACMR	2019-07-05	91,242	219,463	0.468533	0.639524	0.298651	0.061825
ACMR	2019-07-12	69,287	146,978	0.584657	0.658404	0.252684	0.088912
ACMR	2019-07-19	294,184	501,873	0.688556	0.794366	0.167119	0.038515
ACMR	2019-07-26	67,273	123,192	0.613146	0.775754	0.189253	0.034993
ACMR	2019-08-02	153,450	321,566	0.511756	0.744875	0.189355	0.06577
ACMR	2019-08-09	180,232	304,039	0.582323	0.787614	0.157037	0.055349
ACMR	2019-08-16	387,991	1,199,905	0.481661	0.745396	0.201236	0.053369
ACMR	2019-08-23	215,696	531,852	0.484985	0.769264	0.18705	0.043687
ACMR	2019-08-30	154,807	291,367	0.525761	0.750502	0.195175	0.054323
ACMR	2019-09-06	219,134	435,156	0.589762	0.695278	0.229748	0.074974
ACMR	2019-09-13	174,250	372,748	0.479014	0.727112	0.151784	0.121104
ACMR	2019-09-20	86,052	190,820	0.4814	0.750523	0.21594	0.033537
ACMR	2019-09-27	112,639	218,838	0.554623	0.755655	0.180854	0.063491
ACMR	2019-10-04	75,928	145,193	0.618075	0.60395	0.329914	0.066136
ACMR	2019-10-11	77,664	155,604	0.553419	0.680231	0.241275	0.078494
ACMR	2019-10-18	66,984	147,558	0.503472	0.705931	0.169183	0.124886
ACMR	2019-10-25	122,851	263,749	0.526936	0.680618	0.220158	0.099224
ACMR	2019-11-01	137,506	306,766	0.498265	0.679358	0.171697	0.148945
ACMR	2019-11-08	244,053	459,251	0.603004	0.749429	0.19201	0.058562
ACMR	2019-11-15	165,550	320,744	0.587162	0.561323	0.345512	0.093165
ACMR	2019-11-22	229,975	414,668	0.513284	0.749723	0.209361	0.040916
ACMR	2019-11-29	104,923	218,092	0.500473	0.780313	0.170552	0.049136
ACMR	2019-12-06	127,091	261,014	0.553235	0.719196	0.220886	0.059918
ACMR	2019-12-13	126,324	264,502	0.484686	0.658838	0.240303	0.100859
ACMR	2019-12-20	242,151	543,136	0.506267	0.657024	0.214059	0.128917
ACMR	2019-12-27	217,321	460,147	0.493799	0.783961	0.153861	0.062178
ACMR	2020-01-03	124,782	283,187	0.473165	0.785799	0.161301	0.0529
ACMR	2020-01-10	1,061,173	2,036,019	0.627198	0.747029	0.225493	0.027478
ACMR	2020-01-17	2,601,446	4,556,125	0.610565	0.717332	0.177368	0.1053
ACMR	2020-01-24	2,761,878	4,732,802	0.567362	0.775928	0.185123	0.038949
ACMR	2020-01-31	1,028,233	2,490,773	0.489365	0.593111	0.257962	0.148928
ACMR	2020-02-07	957,980	1,680,588	0.631473	0.697215	0.26841	0.034375
ACMR	2020-02-14	1,301,986	2,279,707	0.661167	0.709962	0.266386	0.023653
ACMR	2020-02-21	1,414,125	2,437,464	0.645562	0.637021	0.32595	0.037029
ACMR	2020-02-28	740,760	1,366,882	0.551026	0.626129	0.330935	0.042936
ACMR	2020-03-06	594,991	1,033,787	0.54063	0.58489	0.317591	0.097519
ACMR	2020-03-13	951,285	1,974,974	0.458377	0.63338	0.261252	0.105369
ACMR	2020-03-20	1,162,837	2,301,305	0.538454	0.599375	0.35153	0.049096
ACMR	2020-03-27	1,333,474	2,069,469	0.617032	0.56592	0.379463	0.054617
ACMR	2020-04-03	548,700	951,994	0.576892	0.574595	0.353338	0.072067
ACMR	2020-04-10	740,799	1,237,072	0.604028	0.61944	0.336816	0.043744

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