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
ACIW	2014-09-12	439,433	1,014,994	0.589694	0.527632	0.34561	0.126758
ACIW	2014-09-19	608,878	1,036,155	0.606986	0.596392	0.333256	0.070351
ACIW	2014-09-26	655,786	1,129,578	0.639875	0.523213	0.41504	0.061747
ACIW	2014-10-03	1,172,117	2,026,761	0.634585	0.39037	0.525392	0.084238
ACIW	2014-10-10	826,152	1,442,730	0.63438	0.467381	0.467102	0.065517
ACIW	2014-10-17	1,031,507	1,943,617	0.57771	0.441977	0.503097	0.054926
ACIW	2014-10-24	371,507	1,536,340	0.281558	0.372042	0.548764	0.079194
ACIW	2014-10-31	1,735,100	4,155,799	0.43467	0.479469	0.425325	0.095205
ACIW	2014-11-07	1,051,523	3,306,762	0.441784	0.407379	0.528047	0.064574
ACIW	2014-11-14	701,479	1,942,792	0.439331	0.456898	0.455156	0.087946
ACIW	2014-11-21	1,186,367	2,077,869	0.639226	0.471738	0.47624	0.052022
ACIW	2014-11-28	863,194	1,422,533	0.72738	0.537957	0.384995	0.077047
ACIW	2014-12-05	1,576,771	2,261,916	0.639369	0.646574	0.291267	0.06216
ACIW	2014-12-12	865,097	1,411,689	0.652674	0.578893	0.358515	0.062592
ACIW	2014-12-19	1,342,921	1,942,295	0.690795	0.488642	0.442256	0.069102
ACIW	2014-12-26	507,580	850,714	0.612045	0.389496	0.387531	0.222973
ACIW	2015-01-02	751,539	1,213,651	0.661589	0.494762	0.425741	0.079497
ACIW	2015-01-09	890,147	1,499,253	0.579482	0.537573	0.373582	0.088845
ACIW	2015-01-16	970,323	1,790,919	0.554211	0.597056	0.282607	0.120337
ACIW	2015-01-23	414,675	1,299,746	0.501027	0.466554	0.440457	0.092989
ACIW	2015-01-30	622,470	1,672,841	0.549831	0.439763	0.406891	0.153347
ACIW	2015-02-06	562,819	877,328	0.643435	0.510329	0.434903	0.054768
ACIW	2015-02-13	579,147	844,263	0.630977	0.456985	0.486477	0.056539
ACIW	2015-02-20	670,768	925,082	0.655674	0.50577	0.445905	0.048324
ACIW	2015-02-27	1,454,839	2,300,377	0.719802	0.541195	0.413215	0.04559
ACIW	2015-03-06	984,263	2,569,247	0.603003	0.424238	0.370859	0.204903
ACIW	2015-03-13	796,654	1,570,975	0.583998	0.454449	0.338835	0.206716
ACIW	2015-03-20	750,854	2,425,939	0.445732	0.561451	0.354879	0.083671
ACIW	2015-03-27	1,106,067	2,098,104	0.681398	0.600575	0.343161	0.056264
ACIW	2015-04-03	896,330	1,673,349	0.651299	0.664495	0.291997	0.043507
ACIW	2015-04-10	847,257	1,565,664	0.571357	0.546578	0.403223	0.050199
ACIW	2015-04-17	657,970	1,270,739	0.544072	0.483372	0.455545	0.061083
ACIW	2015-04-24	973,310	1,605,339	0.623791	0.499217	0.382753	0.11803
ACIW	2015-05-01	1,499,596	2,598,433	0.563773	0.418953	0.478988	0.10206
ACIW	2015-05-08	1,015,747	2,373,135	0.620334	0.426157	0.523758	0.050085
ACIW	2015-05-15	582,203	1,237,859	0.501448	0.470453	0.483873	0.045674
ACIW	2015-05-22	570,810	1,163,738	0.530677	0.548398	0.399565	0.052037
ACIW	2015-05-29	616,785	1,094,406	0.597664	0.545009	0.411503	0.043488
ACIW	2015-06-05	1,089,953	1,657,387	0.656452	0.605956	0.34988	0.044164
ACIW	2015-06-12	1,175,518	2,081,416	0.623268	0.511782	0.32647	0.161748
ACIW	2015-06-19	732,611	1,649,403	0.483097	0.51975	0.428317	0.051933
ACIW	2015-06-26	575,221	1,418,590	0.457923	0.504375	0.462606	0.033019
ACIW	2015-07-03	825,602	1,479,424	0.540433	0.640582	0.330283	0.029134
ACIW	2015-07-10	1,023,405	1,954,251	0.567201	0.587485	0.323475	0.089041
ACIW	2015-07-17	1,107,351	4,249,875	0.450064	0.381666	0.588132	0.030202
ACIW	2015-07-24	890,103	1,963,225	0.496196	0.622541	0.34135	0.036109
ACIW	2015-07-31	1,880,825	3,683,477	0.539395	0.65455	0.302219	0.043231
ACIW	2015-08-07	887,074	1,897,926	0.527178	0.591256	0.373835	0.034909
ACIW	2015-08-14	599,418	1,096,023	0.552031	0.61438	0.320759	0.064861
ACIW	2015-08-21	809,550	1,254,790	0.619909	0.64064	0.234692	0.124667
ACIW	2015-08-28	866,242	2,242,743	0.458834	0.628255	0.273589	0.098156
ACIW	2015-09-04	525,874	1,075,597	0.501892	0.627008	0.267361	0.105631
ACIW	2015-09-11	300,726	645,237	0.436806	0.593068	0.356301	0.050631
ACIW	2015-09-18	554,885	1,086,327	0.514089	0.62442	0.318551	0.057029
ACIW	2015-09-25	438,952	849,370	0.542504	0.642067	0.30486	0.053073
ACIW	2015-10-02	476,059	827,493	0.58665	0.64741	0.304415	0.048175
ACIW	2015-10-09	362,990	891,555	0.508908	0.639642	0.308304	0.052054
ACIW	2015-10-16	285,328	545,732	0.503532	0.619801	0.324892	0.055307
ACIW	2015-10-23	240,986	437,170	0.572309	0.63502	0.323397	0.041584
ACIW	2015-10-30	362,688	728,234	0.556924	0.632171	0.289046	0.078783
ACIW	2015-11-06	774,367	2,996,053	0.428848	0.595603	0.31678	0.087617
ACIW	2015-11-13	688,190	1,377,376	0.569724	0.627491	0.282885	0.089624
ACIW	2015-11-20	389,641	1,077,237	0.440304	0.579598	0.371291	0.049112
ACIW	2015-11-27	311,165	998,867	0.367118	0.653706	0.302734	0.04356
ACIW	2015-12-04	456,214	1,292,452	0.399285	0.695842	0.253086	0.051072
ACIW	2015-12-11	411,897	729,853	0.584274	0.587816	0.347467	0.064717
ACIW	2015-12-18	751,010	1,393,130	0.531924	0.545578	0.391178	0.063244
ACIW	2015-12-25	664,161	1,015,953	0.651788	0.712624	0.243055	0.044321
ACIW	2016-01-01	639,010	1,081,576	0.570334	0.709455	0.24372	0.046825
ACIW	2016-01-08	1,046,451	1,794,265	0.586221	0.550929	0.327094	0.121978
ACIW	2016-01-15	720,834	1,820,173	0.421339	0.650827	0.29668	0.052492
ACIW	2016-01-22	530,980	1,433,143	0.396991	0.562025	0.290137	0.147838
ACIW	2016-01-29	479,949	1,534,226	0.346617	0.537189	0.404668	0.058143
ACIW	2016-02-05	605,139	1,191,485	0.534446	0.533874	0.35798	0.108146
ACIW	2016-02-12	624,793	1,340,144	0.481616	0.609717	0.288157	0.102126
ACIW	2016-02-19	672,245	1,095,292	0.569105	0.729332	0.229507	0.041161
ACIW	2016-02-26	1,794,238	3,184,926	0.594078	0.70795	0.254798	0.037252
ACIW	2016-03-04	1,454,322	3,022,862	0.599083	0.633636	0.311601	0.054763
ACIW	2016-03-11	1,162,141	1,707,104	0.689441	0.641509	0.307607	0.050884
ACIW	2016-03-18	1,610,698	2,336,550	0.725948	0.664086	0.230273	0.105641
ACIW	2016-03-25	697,070	1,257,297	0.589342	0.608942	0.256544	0.134514
ACIW	2016-04-01	1,005,140	2,013,600	0.601194	0.489326	0.311958	0.198716
ACIW	2016-04-08	693,990	973,172	0.725181	0.476412	0.33121	0.192378
ACIW	2016-04-15	424,018	891,127	0.523801	0.536364	0.337858	0.125778
ACIW	2016-04-22	551,798	906,434	0.635728	0.57244	0.393451	0.034108
ACIW	2016-04-29	521,496	964,454	0.553531	0.589523	0.367771	0.042706
ACIW	2016-05-06	778,141	1,105,532	0.689781	0.625278	0.315793	0.058929
ACIW	2016-05-13	646,481	1,244,607	0.582181	0.664202	0.279981	0.055817
ACIW	2016-05-20	576,381	1,174,915	0.519576	0.545843	0.400032	0.054125
ACIW	2016-05-27	352,170	932,215	0.503632	0.564072	0.351014	0.084914
ACIW	2016-06-03	367,397	637,984	0.597114	0.577743	0.260202	0.162055
ACIW	2016-06-10	516,252	802,861	0.647999	0.55907	0.388984	0.051946
ACIW	2016-06-17	617,259	945,966	0.635568	0.548119	0.265844	0.186037
ACIW	2016-06-24	489,259	896,928	0.55299	0.580799	0.353569	0.065632
ACIW	2016-07-01	578,324	1,007,473	0.592306	0.542845	0.338861	0.118294
ACIW	2016-07-08	212,926	613,884	0.412099	0.542357	0.402535	0.055108
ACIW	2016-07-15	392,266	1,019,725	0.44225	0.522515	0.429332	0.048153
ACIW	2016-07-22	288,729	706,350	0.457028	0.553041	0.383292	0.063667
ACIW	2016-07-29	873,052	1,510,868	0.594829	0.590472	0.360033	0.049495
ACIW	2016-08-05	645,140	1,170,843	0.596223	0.530268	0.310972	0.15876

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