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
ABCB	2014-05-16	102,085	314,033	0.264576	0.619746	0.283658	0.096596
ABCB	2014-05-23	178,077	361,275	0.496396	0.77793	0.181083	0.040987
ABCB	2014-05-30	33,849	78,155	0.485189	0.75979	0.196618	0.043592
ABCB	2014-06-06	64,747	124,361	0.453123	0.709739	0.26104	0.029221
ABCB	2014-06-13	27,850	59,776	0.531913	0.66172	0.316987	0.021293
ABCB	2014-06-20	27,917	83,173	0.359888	0.615682	0.384318	0
ABCB	2014-06-27	79,543	170,635	0.590567	0.715869	0.252577	0.031555
ABCB	2014-07-04	41,096	107,842	0.408367	0.749883	0.192872	0.057245
ABCB	2014-07-11	38,919	74,277	0.47764	0.825554	0.150386	0.02406
ABCB	2014-07-18	56,179	132,977	0.419742	0.692942	0.227048	0.08001
ABCB	2014-07-25	48,865	116,590	0.420604	0.668606	0.322882	0.008512
ABCB	2014-08-01	133,023	368,867	0.497831	0.677824	0.306913	0.015263
ABCB	2014-08-08	122,933	208,372	0.666389	0.732147	0.2261	0.041752
ABCB	2014-08-15	193,007	385,791	0.710543	0.81136	0.175071	0.013569
ABCB	2014-08-22	187,423	335,534	0.628711	0.696471	0.256258	0.047271
ABCB	2014-08-29	152,119	260,111	0.536579	0.618361	0.348374	0.033265
ABCB	2014-09-05	40,953	111,970	0.422146	0.709073	0.254067	0.03686
ABCB	2014-09-12	86,193	163,419	0.613691	0.661225	0.19977	0.139005
ABCB	2014-09-19	91,518	168,783	0.572655	0.504852	0.423977	0.071171
ABCB	2014-09-26	109,316	184,336	0.606113	0.662716	0.267116	0.070168
ABCB	2014-10-03	138,197	357,540	0.535842	0.723447	0.226142	0.05041
ABCB	2014-10-10	119,118	315,507	0.638082	0.649638	0.30031	0.050052
ABCB	2014-10-17	200,055	424,746	0.644836	0.717947	0.227729	0.054325
ABCB	2014-10-24	124,193	227,731	0.610425	0.618321	0.335545	0.046133
ABCB	2014-10-31	128,164	261,853	0.548473	0.6694	0.256253	0.074347
ABCB	2014-11-07	93,850	223,359	0.437297	0.756332	0.190622	0.053047
ABCB	2014-11-14	226,035	444,797	0.561917	0.77314	0.174301	0.05256
ABCB	2014-11-21	153,778	282,340	0.499781	0.817374	0.159	0.023626
ABCB	2014-11-28	93,073	250,182	0.489069	0.737499	0.205057	0.057444
ABCB	2014-12-05	115,018	259,030	0.475158	0.683001	0.27069	0.046309
ABCB	2014-12-12	99,619	199,216	0.447879	0.804756	0.177692	0.017551
ABCB	2014-12-19	125,837	265,298	0.556861	0.700067	0.240153	0.059779
ABCB	2014-12-26	95,091	163,221	0.539743	0.645781	0.185347	0.168872
ABCB	2015-01-02	48,568	154,034	0.403634	0.702869	0.24966	0.047471
ABCB	2015-01-09	113,405	184,489	0.621797	0.67933	0.303383	0.017287
ABCB	2015-01-16	109,824	198,226	0.561076	0.61873	0.282925	0.098345
ABCB	2015-01-23	74,483	123,664	0.609042	0.747188	0.238484	0.014328
ABCB	2015-01-30	148,985	297,169	0.568267	0.676352	0.252094	0.071554
ABCB	2015-02-06	160,162	358,121	0.469285	0.617527	0.365312	0.017161
ABCB	2015-02-13	69,291	166,896	0.426777	0.792494	0.193021	0.014485
ABCB	2015-02-20	45,083	83,024	0.585597	0.772835	0.204313	0.022852
ABCB	2015-02-27	65,549	554,071	0.414952	0.816067	0.154256	0.029678
ABCB	2015-03-06	56,381	219,784	0.383223	0.526927	0.320241	0.152832
ABCB	2015-03-13	61,895	160,460	0.355124	0.642238	0.255103	0.102659
ABCB	2015-03-20	58,993	484,214	0.274764	0.690196	0.282966	0.026838
ABCB	2015-03-27	106,865	310,471	0.322822	0.79496	0.194783	0.010256
ABCB	2015-04-03	181,262	296,134	0.591208	0.625841	0.338802	0.035357
ABCB	2015-04-10	59,913	137,867	0.417312	0.65477	0.304839	0.04039
ABCB	2015-04-17	75,447	139,498	0.572239	0.605509	0.346014	0.048477
ABCB	2015-04-24	254,554	521,936	0.475632	0.713561	0.215559	0.07088
ABCB	2015-05-01	139,584	287,777	0.474997	0.702764	0.203818	0.093419
ABCB	2015-05-08	107,006	551,995	0.448754	0.634571	0.344214	0.021215
ABCB	2015-05-15	49,601	128,786	0.427864	0.650427	0.321635	0.027938
ABCB	2015-05-22	176,515	341,983	0.493472	0.871764	0.112104	0.016132
ABCB	2015-05-29	174,658	384,988	0.474031	0.746901	0.238779	0.01432
ABCB	2015-06-05	73,739	264,321	0.339958	0.617257	0.359143	0.0236
ABCB	2015-06-12	52,574	228,798	0.245839	0.568304	0.34018	0.091516
ABCB	2015-06-19	55,152	223,176	0.248216	0.721867	0.225518	0.052615
ABCB	2015-06-26	61,632	275,632	0.309058	0.620072	0.324194	0.055735
ABCB	2015-07-03	132,799	326,164	0.431647	0.685241	0.284429	0.030331
ABCB	2015-07-10	140,006	457,989	0.328241	0.605099	0.368512	0.026389
ABCB	2015-07-17	93,175	354,865	0.41379	0.617644	0.357405	0.024951
ABCB	2015-07-24	107,402	420,767	0.389157	0.652892	0.317791	0.029316
ABCB	2015-07-31	185,990	422,534	0.465984	0.668138	0.292407	0.039455
ABCB	2015-08-07	223,169	491,495	0.507217	0.677862	0.238573	0.083565
ABCB	2015-08-14	148,636	319,166	0.499051	0.708758	0.251085	0.040157
ABCB	2015-08-21	103,321	411,382	0.351902	0.523388	0.366478	0.110134
ABCB	2015-08-28	263,899	551,070	0.487214	0.619874	0.281525	0.098601
ABCB	2015-09-04	163,324	438,497	0.534477	0.599339	0.299873	0.100788
ABCB	2015-09-11	249,464	359,534	0.577024	0.615242	0.368933	0.015824
ABCB	2015-09-18	337,358	783,506	0.453581	0.566805	0.393216	0.039979
ABCB	2015-09-25	141,363	412,114	0.464794	0.703308	0.27283	0.023862
ABCB	2015-10-02	295,681	699,166	0.505804	0.675171	0.297562	0.027267
ABCB	2015-10-09	258,380	351,871	0.610162	0.713115	0.273674	0.013211
ABCB	2015-10-16	173,558	268,888	0.618839	0.693191	0.280172	0.026636
ABCB	2015-10-23	200,194	306,887	0.654065	0.558456	0.416032	0.025512
ABCB	2015-10-30	1,157,206	2,430,658	0.538164	0.581744	0.347898	0.070358
ABCB	2015-11-06	627,014	1,017,916	0.632121	0.614819	0.291503	0.093677
ABCB	2015-11-13	268,467	372,706	0.728975	0.58028	0.306376	0.113344
ABCB	2015-11-20	335,849	594,574	0.630493	0.571836	0.382094	0.046071
ABCB	2015-11-27	157,257	300,550	0.623748	0.5906	0.382363	0.027038
ABCB	2015-12-04	294,266	578,059	0.578471	0.596893	0.332002	0.071105
ABCB	2015-12-11	581,594	760,780	0.782295	0.586241	0.28578	0.127979
ABCB	2015-12-18	798,759	1,082,967	0.753298	0.592071	0.282521	0.125408
ABCB	2015-12-25	272,084	476,355	0.626591	0.550735	0.347983	0.101282
ABCB	2016-01-01	243,525	308,758	0.7864	0.612135	0.316533	0.071332
ABCB	2016-01-08	640,491	1,095,095	0.661282	0.574993	0.302248	0.12276
ABCB	2016-01-15	680,552	929,266	0.711104	0.69216	0.25492	0.05292
ABCB	2016-01-22	448,103	967,762	0.619332	0.578694	0.318594	0.102712
ABCB	2016-01-29	561,827	952,810	0.650493	0.658386	0.305769	0.035846
ABCB	2016-02-05	353,380	622,198	0.694172	0.66081	0.288308	0.050882
ABCB	2016-02-12	486,318	778,037	0.575123	0.771101	0.206101	0.022798
ABCB	2016-02-19	211,395	832,417	0.40171	0.672525	0.27793	0.049544
ABCB	2016-02-26	209,159	400,823	0.628077	0.680073	0.282947	0.03698
ABCB	2016-03-04	252,515	409,043	0.659027	0.569428	0.394036	0.036537
ABCB	2016-03-11	165,540	220,001	0.768231	0.629897	0.315553	0.05455
ABCB	2016-03-18	507,986	789,752	0.726961	0.665254	0.218217	0.116529
ABCB	2016-03-25	145,271	200,010	0.74418	0.607858	0.248507	0.143635
ABCB	2016-04-01	247,420	459,814	0.663634	0.611361	0.238865	0.149774
ABCB	2016-04-08	210,643	288,593	0.739254	0.586414	0.232336	0.18125

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