Split (1)

train · 2.57M 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
ADC	2015-12-18	484,466	1,006,845	0.442652	0.367999	0.612043	0.019958
ADC	2015-12-25	144,906	299,626	0.510537	0.326266	0.650845	0.022889
ADC	2016-01-01	151,750	366,621	0.408118	0.366119	0.600027	0.033854
ADC	2016-01-08	238,157	499,077	0.477093	0.394857	0.542947	0.062195
ADC	2016-01-15	239,422	467,438	0.562323	0.33009	0.621304	0.048606
ADC	2016-01-22	451,124	763,378	0.658243	0.371407	0.539099	0.089494
ADC	2016-01-29	427,260	789,593	0.571772	0.357057	0.603663	0.03928
ADC	2016-02-05	355,941	790,234	0.448664	0.423618	0.537858	0.038524
ADC	2016-02-12	274,969	735,718	0.42673	0.420678	0.544707	0.034615
ADC	2016-02-19	222,221	497,021	0.573784	0.381954	0.580474	0.037572
ADC	2016-02-26	198,673	468,104	0.46732	0.390744	0.573155	0.036101
ADC	2016-03-04	278,525	716,075	0.438158	0.422269	0.553663	0.024068
ADC	2016-03-11	233,743	529,990	0.45214	0.458134	0.502691	0.039175
ADC	2016-03-18	366,883	905,248	0.399461	0.433708	0.522539	0.043753
ADC	2016-03-25	275,863	608,095	0.463542	0.459356	0.445124	0.09552
ADC	2016-04-01	246,480	826,036	0.357096	0.335049	0.550236	0.114715
ADC	2016-04-08	303,536	572,781	0.579401	0.442563	0.463266	0.094171
ADC	2016-04-15	240,390	448,505	0.563186	0.487947	0.447051	0.065002
ADC	2016-04-22	279,699	553,179	0.612352	0.484789	0.484236	0.030975
ADC	2016-04-29	367,080	631,583	0.581239	0.432059	0.540853	0.027088
ADC	2016-05-06	1,334,841	2,815,239	0.575396	0.423041	0.554616	0.022342
ADC	2016-05-13	476,828	808,948	0.620463	0.366463	0.608441	0.025096
ADC	2016-05-20	336,701	610,742	0.560088	0.329841	0.649963	0.020196
ADC	2016-05-27	408,503	669,815	0.583339	0.33	0.624	0.046001
ADC	2016-06-03	353,509	685,885	0.561636	0.227205	0.699444	0.073351
ADC	2016-06-10	319,481	554,147	0.546934	0.315414	0.649069	0.035516
ADC	2016-06-17	467,531	733,002	0.639398	0.276775	0.627728	0.095497
ADC	2016-06-24	406,665	779,610	0.560855	0.361706	0.617111	0.021183
ADC	2016-07-01	649,491	1,242,289	0.537036	0.472148	0.480103	0.047749
ADC	2016-07-08	249,611	632,433	0.431542	0.335593	0.638663	0.025744
ADC	2016-07-15	396,445	986,245	0.446831	0.317135	0.663066	0.019799
ADC	2016-07-22	198,444	457,380	0.399679	0.336248	0.641851	0.021901
ADC	2016-07-29	403,102	816,832	0.535066	0.413784	0.566884	0.019332
ADC	2016-08-05	236,164	507,361	0.47688	0.420238	0.522405	0.057357
ADC	2016-08-12	187,237	633,930	0.342206	0.410472	0.514962	0.074566
ADC	2016-08-19	208,994	470,564	0.485735	0.427349	0.559006	0.013646
ADC	2016-08-26	265,504	535,919	0.439546	0.476102	0.497425	0.026473
ADC	2016-09-02	242,491	502,568	0.490116	0.416693	0.554647	0.028659
ADC	2016-09-09	241,066	422,423	0.577153	0.486794	0.476694	0.036512
ADC	2016-09-16	395,595	878,342	0.555878	0.394013	0.574401	0.031586
ADC	2016-09-23	388,047	681,284	0.550024	0.460889	0.515297	0.023814
ADC	2016-09-30	687,181	1,265,193	0.585309	0.619983	0.341337	0.03868
ADC	2016-10-07	492,950	975,006	0.577793	0.446908	0.523141	0.029951
ADC	2016-10-14	473,310	1,093,370	0.490413	0.480374	0.462109	0.057517
ADC	2016-10-21	361,099	617,643	0.573472	0.421576	0.534617	0.043807
ADC	2016-10-28	1,223,393	2,329,858	0.634447	0.453088	0.511994	0.034918
ADC	2016-11-04	837,084	1,601,508	0.572097	0.445001	0.494124	0.060875
ADC	2016-11-11	778,172	1,353,337	0.611257	0.46597	0.508997	0.025032
ADC	2016-11-18	625,155	1,557,633	0.426907	0.453801	0.502253	0.043946
ADC	2016-11-25	228,459	378,885	0.614557	0.389739	0.589422	0.02084
ADC	2016-12-02	484,574	778,051	0.644152	0.406534	0.546791	0.046675
ADC	2016-12-09	379,647	761,495	0.59143	0.443795	0.538791	0.017413
ADC	2016-12-16	636,374	1,105,355	0.67816	0.422326	0.559554	0.018119
ADC	2016-12-23	580,757	783,391	0.765853	0.492137	0.484358	0.023505
ADC	2016-12-30	335,198	533,195	0.667479	0.454444	0.504107	0.041448
ADC	2017-01-06	419,174	631,733	0.685111	0.387965	0.585452	0.026583
ADC	2017-01-13	400,852	706,855	0.620021	0.409906	0.553849	0.036244
ADC	2017-01-20	268,524	636,094	0.529224	0.432587	0.538709	0.028704
ADC	2017-01-27	453,645	750,077	0.704029	0.525881	0.448542	0.025577
ADC	2017-02-03	435,598	607,491	0.780155	0.503138	0.466419	0.030443
ADC	2017-02-10	288,178	476,532	0.674688	0.417689	0.492419	0.089892
ADC	2017-02-17	503,222	897,840	0.663431	0.406553	0.529955	0.063492
ADC	2017-02-24	550,205	738,352	0.772466	0.434694	0.530125	0.035182
ADC	2017-03-03	547,224	910,713	0.6274	0.400512	0.578884	0.020603
ADC	2017-03-10	331,430	526,895	0.644534	0.424972	0.552404	0.022623
ADC	2017-03-17	341,215	588,011	0.662712	0.463105	0.519014	0.01788
ADC	2017-03-24	596,123	1,018,687	0.656583	0.55564	0.41898	0.02538
ADC	2017-03-31	286,924	580,402	0.636204	0.474762	0.510832	0.014406
ADC	2017-04-07	303,039	543,194	0.649373	0.410261	0.56478	0.024959
ADC	2017-04-14	283,254	370,004	0.786399	0.436698	0.539085	0.024217
ADC	2017-04-21	426,073	607,618	0.743756	0.483484	0.485412	0.031104
ADC	2017-04-28	475,915	762,540	0.6257	0.426007	0.549086	0.024907
ADC	2017-05-05	655,580	1,224,913	0.525384	0.459857	0.528855	0.011288
ADC	2017-05-12	513,805	845,670	0.654478	0.490737	0.496768	0.012496
ADC	2017-05-19	500,832	918,809	0.61014	0.419585	0.565351	0.015064
ADC	2017-05-26	318,219	690,366	0.476143	0.384897	0.573448	0.041655
ADC	2017-06-02	257,540	519,338	0.561749	0.363361	0.620451	0.016188
ADC	2017-06-09	324,068	697,925	0.606393	0.400766	0.58505	0.014185
ADC	2017-06-16	813,563	2,140,181	0.475673	0.351732	0.633788	0.01448
ADC	2017-06-23	664,242	1,518,079	0.582723	0.400123	0.569463	0.030414
ADC	2017-06-30	452,305	1,280,125	0.516451	0.3449	0.636275	0.018824
ADC	2017-07-07	524,963	1,027,649	0.565526	0.430498	0.552754	0.016749
ADC	2017-07-14	381,769	687,301	0.583896	0.347405	0.63279	0.019805
ADC	2017-07-21	363,229	704,811	0.51112	0.341744	0.638141	0.020115
ADC	2017-07-28	661,201	1,067,444	0.640202	0.440648	0.54181	0.017543
ADC	2017-08-04	473,484	797,827	0.597798	0.360455	0.623846	0.015698
ADC	2017-08-11	296,712	503,478	0.583205	0.268012	0.72139	0.010598
ADC	2017-08-18	337,146	583,895	0.607878	0.39184	0.595887	0.012273
ADC	2017-08-25	228,710	470,913	0.516806	0.363372	0.614965	0.021663
ADC	2017-09-01	238,083	711,774	0.526535	0.362092	0.616598	0.021311
ADC	2017-09-08	224,397	420,822	0.555504	0.46537	0.521914	0.012716
ADC	2017-09-15	395,544	892,347	0.492953	0.453753	0.534535	0.011712
ADC	2017-09-22	408,882	638,349	0.627756	0.389333	0.601566	0.009101
ADC	2017-09-29	294,235	581,230	0.508939	0.29857	0.645346	0.056084
ADC	2017-10-06	400,136	598,476	0.681222	0.346674	0.638531	0.014795
ADC	2017-10-13	275,027	466,399	0.574494	0.293314	0.673042	0.033644
ADC	2017-10-20	402,253	729,080	0.578357	0.495216	0.495617	0.009168
ADC	2017-10-27	585,549	1,134,459	0.497404	0.438077	0.54627	0.015653
ADC	2017-11-03	305,533	570,660	0.552134	0.466427	0.509024	0.024549
ADC	2017-11-10	344,502	585,822	0.629124	0.324805	0.656719	0.018476

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