Split (1)

train · 2.56M 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
ACM	2021-12-17	2,282,047	4,591,198	0.540078	0.312638	0.657684	0.029678
ACM	2021-12-24	1,069,737	2,000,568	0.642826	0.429369	0.49517	0.075461
ACM	2021-12-31	776,745	1,404,145	0.67027	0.313869	0.647059	0.039072
ACM	2022-01-07	1,083,532	1,966,634	0.593319	0.338587	0.625951	0.035462
ACM	2022-01-14	869,611	1,676,288	0.593715	0.362056	0.601027	0.036918
ACM	2022-01-21	965,800	1,904,403	0.531558	0.369787	0.593041	0.037172
ACM	2022-01-28	1,531,530	2,783,439	0.548828	0.351402	0.621848	0.02675
ACM	2022-02-04	938,041	1,874,092	0.585051	0.35552	0.605563	0.038918
ACM	2022-02-11	2,008,037	3,969,947	0.509025	0.416097	0.549277	0.034626
ACM	2022-02-18	1,657,077	2,549,006	0.651569	0.331465	0.641963	0.026571
ACM	2022-02-25	1,493,273	2,295,470	0.682525	0.356612	0.609547	0.033841
ACM	2022-03-04	2,078,051	3,592,549	0.654436	0.291988	0.67448	0.033531
ACM	2022-03-11	2,653,096	4,439,473	0.655393	0.469366	0.496666	0.033968
ACM	2022-03-18	2,050,805	4,097,082	0.630324	0.421239	0.550359	0.028402
ACM	2022-03-25	1,156,044	2,345,683	0.546662	0.412325	0.554472	0.033203
ACM	2022-04-01	922,050	2,269,282	0.47909	0.294042	0.674075	0.031883
ACM	2022-04-08	1,490,201	3,316,871	0.51769	0.292557	0.679366	0.028077
ACM	2022-04-15	1,087,756	2,326,099	0.506195	0.413666	0.562437	0.023897
ACM	2022-04-22	1,236,128	2,412,484	0.52002	0.330831	0.628621	0.040548
ACM	2022-04-29	960,650	2,300,200	0.509509	0.3385	0.626037	0.035463
ACM	2022-05-06	1,465,378	3,208,639	0.483647	0.37347	0.596344	0.030186
ACM	2022-05-13	1,872,335	3,365,998	0.523655	0.274261	0.704334	0.021406
ACM	2022-05-20	1,628,441	2,776,500	0.652005	0.243295	0.730715	0.025991
ACM	2022-05-27	1,027,388	1,829,623	0.61061	0.271165	0.677888	0.050947
ACM	2022-06-03	906,413	2,053,697	0.586011	0.366436	0.597399	0.036165
ACM	2022-06-10	985,021	2,128,175	0.615448	0.325303	0.64545	0.029247
ACM	2022-06-17	1,640,858	2,853,419	0.643891	0.274518	0.697997	0.027485
ACM	2022-06-24	1,960,939	3,226,528	0.704161	0.286521	0.69359	0.019889
ACM	2022-07-01	1,213,089	1,911,373	0.676564	0.371289	0.598129	0.030582
ACM	2022-07-08	1,182,175	1,828,038	0.728854	0.320571	0.644508	0.034922
ACM	2022-07-15	1,072,877	1,705,211	0.633716	0.28471	0.692234	0.023056
ACM	2022-07-22	1,035,825	1,929,969	0.631316	0.280763	0.668839	0.050399
ACM	2022-07-29	1,102,059	1,883,062	0.637716	0.339973	0.630769	0.029258
ACM	2022-08-05	1,001,680	2,045,864	0.497549	0.262196	0.710917	0.026888
ACM	2022-08-12	1,572,019	3,677,521	0.433929	0.323594	0.644271	0.032135
ACM	2022-08-19	783,702	1,439,626	0.539629	0.300681	0.668389	0.03093
ACM	2022-08-26	822,433	1,382,524	0.588383	0.303049	0.673584	0.023367
ACM	2022-09-02	1,111,806	1,706,802	0.657521	0.322683	0.646666	0.030651
ACM	2022-09-09	1,015,688	1,444,934	0.728912	0.331002	0.629424	0.039574
ACM	2022-09-16	2,366,545	4,050,365	0.58751	0.316137	0.665934	0.017929
ACM	2022-09-23	1,467,020	2,196,801	0.640116	0.245533	0.73213	0.022337
ACM	2022-09-30	1,923,201	3,065,524	0.662984	0.216678	0.721399	0.061922
ACM	2022-10-07	1,172,137	1,858,261	0.627432	0.219356	0.71286	0.067784
ACM	2022-10-14	1,631,051	3,242,322	0.542474	0.267314	0.646523	0.086163
ACM	2022-10-21	1,223,133	2,415,219	0.517421	0.295926	0.668209	0.035865
ACM	2022-10-28	916,169	1,897,931	0.571788	0.356551	0.600244	0.043206
ACM	2022-11-04	1,166,592	2,092,888	0.625938	0.322538	0.643909	0.033553
ACM	2022-11-11	1,084,467	2,735,323	0.444988	0.383831	0.575654	0.040515
ACM	2022-11-18	1,519,511	2,967,611	0.535658	0.35875	0.617198	0.024053
ACM	2022-11-25	1,314,315	2,320,103	0.593593	0.419082	0.553198	0.02772
ACM	2022-12-02	1,220,858	2,647,248	0.541202	0.425255	0.546499	0.028246
ACM	2022-12-09	891,996	2,002,065	0.48624	0.357934	0.619586	0.02248
ACM	2022-12-16	1,611,360	3,655,435	0.46471	0.285748	0.687321	0.026931
ACM	2022-12-23	1,202,219	2,446,634	0.511066	0.353861	0.62857	0.017569
ACM	2022-12-30	708,080	1,287,161	0.554573	0.412534	0.561666	0.025799
ACM	2023-01-06	1,171,545	2,704,917	0.460178	0.371061	0.615379	0.01356
ACM	2023-01-13	1,498,161	3,787,296	0.433249	0.358149	0.625209	0.016641
ACM	2023-01-20	1,241,175	2,759,300	0.538118	0.41198	0.567723	0.020297
ACM	2023-01-27	1,072,056	2,761,878	0.441096	0.433827	0.546277	0.019896
ACM	2023-02-03	1,474,759	3,863,550	0.488309	0.434553	0.542435	0.023012
ACM	2023-02-10	2,745,628	6,338,860	0.455471	0.454964	0.522525	0.022511
ACM	2023-02-17	1,545,283	3,564,327	0.47934	0.411884	0.566633	0.021483
ACM	2023-02-24	1,296,560	2,826,297	0.468005	0.428147	0.551598	0.020254
ACM	2023-03-03	4,003,424	7,650,698	0.566907	0.367305	0.611589	0.021106
ACM	2023-03-10	2,101,880	4,036,785	0.597068	0.488791	0.489744	0.021465
ACM	2023-03-17	3,299,224	5,448,304	0.660172	0.420572	0.557316	0.022112
ACM	2023-03-24	1,704,910	3,323,087	0.647369	0.36186	0.613926	0.024213
ACM	2023-03-31	1,377,138	2,428,149	0.591124	0.437255	0.545424	0.017321
ACM	2023-04-07	1,601,477	2,591,177	0.661705	0.475139	0.507527	0.017334
ACM	2023-04-14	1,139,738	2,310,195	0.559312	0.347045	0.633489	0.019467
ACM	2023-04-21	902,611	1,680,750	0.629443	0.422813	0.550692	0.026494
ACM	2023-04-28	974,387	1,903,906	0.635315	0.440077	0.537879	0.022044
ACM	2023-05-05	1,208,721	2,467,229	0.569331	0.377033	0.600168	0.022799
ACM	2023-05-12	1,856,617	3,795,292	0.558913	0.43227	0.543664	0.024066
ACM	2023-05-19	1,131,315	2,471,493	0.440408	0.403188	0.581621	0.015191
ACM	2023-05-26	1,224,448	2,936,480	0.41388	0.426959	0.550997	0.022045
ACM	2023-06-02	3,282,713	6,654,459	0.485601	0.351255	0.633702	0.015043
ACM	2023-06-09	1,620,188	3,304,531	0.534334	0.472329	0.521072	0.0066
ACM	2023-06-16	2,713,330	4,675,572	0.669314	0.348973	0.644152	0.006875
ACM	2023-06-23	1,240,677	2,461,251	0.619992	0.324474	0.669245	0.00628
ACM	2023-06-30	1,079,774	2,807,478	0.521963	0.248536	0.747348	0.004116
ACM	2023-07-07	731,195	1,247,115	0.533568	0.011982	0.977493	0.010525
ACM	2023-07-14	667,185	1,098,271	0.663985	0.013061	0.976313	0.010626
ACM	2023-07-21	584,413	968,002	0.648459	0.019532	0.971712	0.008756
ACM	2023-07-28	499,855	948,261	0.58673	0.021987	0.965213	0.012801
ACM	2023-08-04	609,578	1,135,442	0.624068	0.02528	0.968583	0.006137
ACM	2023-08-11	1,079,186	1,660,688	0.771504	0.037395	0.953723	0.008883
ACM	2023-08-18	908,359	1,536,960	0.672838	0.006942	0.988151	0.004906
ACM	2023-08-25	858,031	1,399,497	0.694404	0.010637	0.977581	0.011782
ACM	2023-09-01	738,293	1,412,717	0.589042	0.012664	0.974068	0.013268
ACM	2023-09-08	444,151	819,476	0.628965	0.01307	0.969864	0.017066
ACM	2023-09-15	1,258,090	2,603,548	0.659468	0.010776	0.984635	0.004588
ACM	2023-09-22	1,015,591	1,864,473	0.51702	0.008268	0.990178	0.001554
ACM	2023-09-29	946,385	1,898,603	0.597339	0.007657	0.986246	0.006097
ACM	2023-10-06	668,035	1,291,290	0.616893	0.010315	0.975563	0.014122
ACM	2023-10-13	459,974	899,766	0.499341	0.008792	0.98163	0.009577
ACM	2023-10-20	577,398	1,461,343	0.504239	0.011646	0.976936	0.011419
ACM	2023-10-27	534,211	1,120,728	0.603902	0.016396	0.975292	0.008313
ACM	2023-11-03	555,310	1,118,468	0.602904	0.015675	0.966656	0.017669
ACM	2023-11-10	500,226	1,296,944	0.49765	0.016903	0.971788	0.011309

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