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
AAT	2023-12-08	251,300	732,054	0.405232	0.009188	0.986989	0.003823
AAT	2023-12-15	382,616	1,562,532	0.469598	0.010842	0.976575	0.012583
AAT	2023-12-22	241,988	861,625	0.487139	0.014377	0.975996	0.009627
AAT	2023-12-29	165,599	423,796	0.610434	0.009139	0.984811	0.00605
AAT	2024-01-05	235,167	532,194	0.558371	0.011869	0.983613	0.004519
AAT	2024-01-12	251,468	536,915	0.5583	0.012843	0.979019	0.008138
AAT	2024-01-19	212,480	513,873	0.453494	0.009285	0.979531	0.011183
AAT	2024-01-26	364,795	859,592	0.488025	0.006702	0.979057	0.014241
AAT	2024-02-02	325,376	720,006	0.482401	0.007059	0.978233	0.014707
AAT	2024-02-09	269,013	625,902	0.464228	0.007892	0.978082	0.014026
AAT	2024-02-16	295,008	685,028	0.47853	0.008012	0.982287	0.009701
AAT	2024-02-23	149,075	429,306	0.431116	0.009313	0.981259	0.009428
AAT	2024-03-01	181,064	527,584	0.333122	0.008563	0.987754	0.003683
AAT	2024-03-08	205,950	663,901	0.392437	0.006062	0.981071	0.012867
AAT	2024-03-15	420,324	1,118,694	0.539424	0.020086	0.976753	0.00316
AAT	2024-03-22	373,866	894,039	0.417121	0.003548	0.983458	0.012994
AAT	2024-03-29	164,880	400,801	0.450707	0.009262	0.979019	0.011719
AAT	2024-04-05	244,400	560,419	0.490835	0.004296	0.987149	0.008555
AAT	2024-04-12	304,216	695,340	0.378651	0.005685	0.981958	0.012357
AAT	2024-04-19	240,684	579,624	0.454195	0.009904	0.963168	0.026928
AAT	2024-04-26	192,093	483,864	0.620241	0.010971	0.969409	0.019621
AAT	2024-05-03	233,517	584,808	0.433486	0.002947	0.965821	0.031232
AAT	2024-05-10	170,159	377,507	0.546772	0.008128	0.977731	0.014141
AAT	2024-05-17	165,733	391,257	0.461815	0.006062	0.979682	0.014257
AAT	2024-05-24	184,473	438,570	0.408775	0.00332	0.987176	0.009505
AAT	2024-05-31	234,978	689,508	0.591107	0.010815	0.97167	0.017515
AAT	2024-06-07	195,116	487,363	0.593717	0.01203	0.956206	0.031763
AAT	2024-06-14	335,542	602,913	0.653313	0.01012	0.948037	0.041842
AAT	2024-06-21	307,142	948,651	0.719805	0.00651	0.972988	0.020501
AAT	2024-06-28	560,449	1,012,520	0.594239	0.006541	0.968926	0.024533
AAT	2024-07-05	240,814	430,349	0.741123	0.013024	0.94835	0.038626
AAT	2024-07-12	255,696	523,724	0.504268	0.003777	0.970588	0.025635
AAT	2024-07-19	289,927	631,292	0.443612	0.004522	0.973429	0.022048
AAT	2024-07-26	266,361	492,130	0.569403	0.003242	0.97055	0.026208
AAT	2024-08-02	478,941	753,724	0.744761	0.008597	0.963635	0.027768
AAT	2024-08-09	311,947	545,592	0.678537	0.005535	0.967593	0.026872
AAT	2024-08-16	249,413	527,658	0.544299	0.009324	0.97106	0.019616
AAT	2024-08-23	241,334	431,471	0.601616	0.00476	0.977394	0.017845
AAT	2024-08-30	240,669	475,797	0.599383	0.004489	0.987192	0.008318
AAT	2024-09-06	244,705	459,790	0.72958	0.003854	0.983358	0.012787
AAT	2024-09-13	252,269	446,922	0.739676	0.00671	0.976048	0.017241
AAT	2024-09-20	378,423	1,328,270	0.689743	0.008113	0.978748	0.013138
AAT	2024-09-27	211,710	498,117	0.486516	0.006828	0.986067	0.007106
AAT	2024-10-04	209,875	527,813	0.622367	0.005094	0.98621	0.008695
AAT	2024-10-11	153,389	438,104	0.452479	0.005041	0.993499	0.00146
AAT	2024-10-18	183,349	448,380	0.417519	0.002883	0.997117	0
AAT	2024-10-25	150,893	326,599	0.40469	0.001337	0.998104	0.000559
AAT	2024-11-01	226,317	520,325	0.555928	0.004082	0.994082	0.001836
AAT	2024-11-08	230,195	474,599	0.422448	0.004226	0.994691	0.001083
AAT	2024-11-15	202,188	438,065	0.454876	0.004575	0.995011	0.000414
AAT	2024-11-22	199,510	373,222	0.565133	0.010203	0.989797	0
AAT	2024-11-29	199,155	469,322	0.524392	0.012163	0.987268	0.000569
AAT	2024-12-06	233,250	517,108	0.414258	0.001982	0.996427	0.001591
AAT	2024-12-13	320,039	563,428	0.505632	0.006295	0.990866	0.002839
AAT	2024-12-20	475,013	1,433,449	0.572449	0.006932	0.992966	0.000102
AAT	2024-12-27	128,730	279,958	0.472439	0.00268	0.996107	0.001213
AAT	2025-01-03	133,509	350,043	0.457731	0.001942	0.997434	0.000624
AAT	2025-01-10	196,200	562,880	0.368015	0.0172	0.979856	0.002944
AAT	2025-01-17	289,237	596,876	0.515658	0.010749	0.985026	0.004226
AAT	2025-01-24	145,694	341,978	0.425514	0.003376	0.995358	0.001267
AAT	2025-01-31	228,844	479,329	0.526737	0.004226	0.992513	0.003262
AAT	2025-02-07	279,976	598,709	0.452923	0.002753	0.995232	0.002015
AAT	2025-02-14	218,568	533,707	0.400249	0.002338	0.997619	0.000043
AAT	2025-02-21	326,619	673,544	0.451527	0.00355	0.99645	0
AAT	2025-02-28	287,989	653,099	0.356725	0.002728	0.996208	0.001064
AAT	2025-03-07	201,625	559,570	0.435916	0.006846	0.993154	0
AAT	2025-03-14	394,584	984,703	0.34011	0.004571	0.995111	0.000318
AAT	2025-03-21	434,831	1,458,574	0.37114	0.004549	0.99478	0.000671
AAT	2025-03-28	221,933	659,116	0.456724	0.005559	0.99436	0.000081
AAT	2025-04-04	118,819	421,810	0.380404	0.003774	0.996226	0
AB	2011-01-07	381,753	1,344,858	0.329443	0.081251	0.774703	0.144047
AB	2011-01-14	460,954	1,459,106	0.358873	0.142902	0.761736	0.095362
AB	2011-01-21	566,660	2,035,710	0.324378	0.144133	0.731196	0.124671
AB	2011-01-28	646,214	1,577,388	0.466545	0.224721	0.6623	0.112979
AB	2011-02-04	385,200	1,829,909	0.317142	0.246783	0.637337	0.11588
AB	2011-02-11	745,479	2,111,703	0.359274	0.203527	0.636333	0.16014
AB	2011-02-18	862,217	2,162,745	0.48366	0.227114	0.638322	0.134564
AB	2011-02-25	520,677	1,207,791	0.46052	0.212174	0.696916	0.090909
AB	2011-03-04	772,376	1,629,962	0.518872	0.160594	0.685263	0.154143
AB	2011-03-11	739,824	1,459,624	0.565708	0.20206	0.722392	0.075547
AB	2011-03-18	884,197	1,743,206	0.567839	0.217202	0.705359	0.077439
AB	2011-03-25	465,573	1,138,239	0.508084	0.250828	0.633037	0.116136
AB	2011-04-01	217,607	842,322	0.308849	0.271107	0.60887	0.120023
AB	2011-04-08	374,128	885,866	0.454114	0.151119	0.796946	0.051935
AB	2011-04-15	514,095	1,562,556	0.414948	0.123656	0.823061	0.053282
AB	2011-04-22	315,227	617,929	0.554587	0.272197	0.663161	0.064643
AB	2011-04-29	333,600	636,258	0.584242	0.155582	0.801042	0.043375
AB	2011-05-06	794,964	1,476,154	0.563543	0.166386	0.78738	0.046234
AB	2011-05-13	359,200	948,767	0.375215	0.126657	0.80058	0.072763
AB	2011-05-20	219,149	751,585	0.325927	0.134141	0.822168	0.043691
AB	2011-05-27	404,277	1,197,082	0.352609	0.177352	0.757733	0.064916
AB	2011-06-03	406,722	1,290,389	0.36937	0.146433	0.767667	0.0859
AB	2011-06-10	529,737	1,392,871	0.433829	0.111825	0.833502	0.054674
AB	2011-06-17	379,624	951,987	0.378628	0.067165	0.901397	0.031438
AB	2011-06-24	273,122	783,268	0.317899	0.091758	0.85476	0.053482
AB	2011-07-01	337,019	948,200	0.369907	0.139794	0.739425	0.120781
AB	2011-07-08	309,102	908,380	0.356168	0.108194	0.73011	0.161696
AB	2011-07-15	641,015	1,220,910	0.500361	0.095719	0.855612	0.04867
AB	2011-07-22	235,582	773,873	0.367975	0.134148	0.723898	0.141954
AB	2011-07-29	520,478	1,123,878	0.462131	0.206508	0.702805	0.090687

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