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
ABSI	2023-09-01	35,272	70,072	0.375989	0.013159	0.952642	0.034199
ABSI	2023-09-08	22,754	49,422	0.333982	0.004324	0.975789	0.019887
ABSI	2023-09-15	28,849	78,741	0.366036	0.025641	0.963331	0.011028
ABSI	2023-09-22	41,776	61,905	0.647305	0.03767	0.96233	0
ABSI	2023-09-29	41,987	63,015	0.698892	0.199915	0.798763	0.001322
ABSI	2023-10-06	59,847	87,423	0.527172	0.121691	0.85876	0.019549
ABSI	2023-10-13	38,387	62,697	0.592893	0.176953	0.823047	0
ABSI	2023-10-20	53,252	89,803	0.52585	0.08627	0.896394	0.017336
ABSI	2023-10-27	66,651	108,884	0.558644	0.085209	0.913234	0.001557
ABSI	2023-11-03	41,325	71,418	0.64194	0.096441	0.89672	0.006839
ABSI	2023-11-10	17,861	43,597	0.580175	0.087876	0.860445	0.051679
ABSI	2023-11-17	110,237	184,932	0.483212	0.050088	0.949457	0.000455
ABSI	2023-11-24	11,901	62,076	0.399351	0.149199	0.839102	0.011698
ABSI	2023-12-01	63,463	157,853	0.519791	0.115573	0.878037	0.00639
ABSI	2023-12-08	311,744	545,048	0.591838	0.028224	0.963621	0.008155
ABSI	2023-12-15	210,344	367,455	0.560091	0.082728	0.904379	0.012893
ABSI	2023-12-22	296,240	688,704	0.504685	0.05986	0.900634	0.039506
ABSI	2023-12-29	481,721	976,156	0.45199	0.027451	0.930631	0.041917
ABSI	2024-01-05	464,614	742,500	0.662519	0.062231	0.927581	0.010188
ABSI	2024-01-12	595,341	814,947	0.616207	0.025701	0.961695	0.012604
ABSI	2024-01-19	372,069	576,277	0.718542	0.117211	0.85479	0.027999
ABSI	2024-01-26	367,183	505,913	0.633015	0.049368	0.94711	0.003522
ABSI	2024-02-02	764,311	996,582	0.723448	0.035105	0.958148	0.006747
ABSI	2024-02-09	408,430	559,703	0.635382	0.093821	0.897171	0.009008
ABSI	2024-02-16	586,054	884,216	0.521797	0.065967	0.932368	0.001664
ABSI	2024-02-23	283,603	480,862	0.531391	0.023606	0.972179	0.004214
ABSI	2024-03-01	713,105	1,990,737	0.489787	0.029947	0.962261	0.007793
ABSI	2024-03-08	581,765	985,645	0.660042	0.074587	0.905449	0.019965
ABSI	2024-03-15	448,943	696,571	0.635895	0.030707	0.9584	0.010893
ABSI	2024-03-22	457,511	683,382	0.618308	0.032671	0.95245	0.014879
ABSI	2024-03-29	380,469	656,088	0.643359	0.05395	0.937789	0.008262
ABSI	2024-04-05	485,173	749,674	0.604901	0.05403	0.938349	0.00762
ABSI	2024-04-12	392,490	827,391	0.533512	0.050287	0.938004	0.011709
ABSI	2024-04-19	470,087	790,760	0.592511	0.073601	0.909066	0.017333
ABSI	2024-04-26	279,004	507,079	0.562993	0.05027	0.930419	0.019312
ABSI	2024-05-03	191,931	487,053	0.417108	0.147762	0.843872	0.008366
ABSI	2024-05-10	156,885	332,255	0.459303	0.066998	0.926741	0.006261
ABSI	2024-05-17	140,458	384,420	0.291341	0.043832	0.953375	0.002793
ABSI	2024-05-24	362,737	577,489	0.571988	0.04822	0.946215	0.005564
ABSI	2024-05-31	192,630	408,461	0.498565	0.104593	0.863221	0.032186
ABSI	2024-06-07	181,118	460,402	0.480573	0.108108	0.867063	0.024829
ABSI	2024-06-14	241,726	689,803	0.394964	0.074583	0.901801	0.023616
ABSI	2024-06-21	334,144	1,036,401	0.28606	0.088294	0.908916	0.00279
ABSI	2024-06-28	453,379	916,257	0.495745	0.102611	0.880733	0.016656
ABSI	2024-07-05	222,350	384,538	0.630889	0.102582	0.845549	0.051869
ABSI	2024-07-12	712,451	1,116,437	0.6742	0.045543	0.937417	0.01704
ABSI	2024-07-19	543,430	1,084,356	0.580226	0.056311	0.912863	0.030825
ABSI	2024-07-26	225,934	443,227	0.573017	0.128339	0.815458	0.056202
ABSI	2024-08-02	210,923	381,491	0.606617	0.066219	0.890409	0.043371
ABSI	2024-08-09	249,975	438,725	0.628107	0.078277	0.885432	0.036291
ABSI	2024-08-16	344,305	566,848	0.648891	0.065277	0.897455	0.037267
ABSI	2024-08-23	216,856	298,773	0.735348	0.078432	0.884188	0.03738
ABSI	2024-08-30	216,455	276,229	0.792716	0.088069	0.856187	0.055744
ABSI	2024-09-06	205,186	270,921	0.776007	0.071391	0.897884	0.030725
ABSI	2024-09-13	227,769	377,991	0.625173	0.130421	0.728532	0.141047
ABSI	2024-09-20	339,883	485,565	0.693443	0.068452	0.880361	0.051187
ABSI	2024-09-27	204,398	300,592	0.782051	0.090785	0.833125	0.07609
ABSI	2024-10-04	281,641	392,966	0.808523	0.065746	0.876928	0.057326
ABSI	2024-10-11	222,901	284,593	0.850688	0.038963	0.892965	0.068072
ABSI	2024-10-18	158,119	225,124	0.708969	0.095578	0.903971	0.000451
ABSI	2024-10-25	103,508	187,660	0.608224	0.152782	0.84644	0.000778
ABSI	2024-11-01	291,052	370,125	0.788114	0.096593	0.903407	0
ABSI	2024-11-08	276,087	368,318	0.721488	0.150729	0.848761	0.00051
ABSI	2024-11-15	543,357	885,571	0.580607	0.111928	0.887898	0.000174
ABSI	2024-11-22	325,832	453,906	0.702638	0.115934	0.883438	0.000628
ABSI	2024-11-29	138,222	225,841	0.661797	0.119185	0.880815	0
ABSI	2024-12-06	408,882	538,985	0.754786	0.117116	0.88169	0.001194
ABSI	2024-12-13	824,045	1,265,919	0.658066	0.053253	0.946389	0.000358
ABSI	2024-12-20	547,193	944,968	0.695601	0.132229	0.866014	0.001758
ABSI	2024-12-27	248,485	331,741	0.850248	0.133974	0.866005	0.000021
ABSI	2025-01-03	434,980	591,324	0.703549	0.127907	0.872093	0
ABSI	2025-01-10	2,616,899	4,179,616	0.771267	0.067089	0.931721	0.001191
ABSI	2025-01-17	1,008,470	1,335,255	0.814396	0.093002	0.897967	0.009031
ABSI	2025-01-24	1,766,279	3,147,870	0.563396	0.029017	0.964305	0.006678
ABSI	2025-01-31	932,936	1,392,307	0.698172	0.068188	0.930624	0.001188
ABSI	2025-02-07	1,597,758	2,703,442	0.512855	0.02098	0.970219	0.008801
ABSI	2025-02-14	1,638,021	2,914,132	0.620966	0.049404	0.948202	0.002394
ABSI	2025-02-21	1,321,452	2,210,928	0.636976	0.069576	0.926119	0.004305
ABSI	2025-02-28	1,299,094	2,313,960	0.591303	0.101992	0.894553	0.003454
ABSI	2025-03-07	1,194,992	2,397,218	0.590347	0.129497	0.868854	0.001648
ABSI	2025-03-14	1,068,877	2,185,562	0.639106	0.145948	0.850973	0.003079
ABSI	2025-03-21	1,129,199	2,007,663	0.690979	0.160321	0.838059	0.00162
ABSI	2025-03-28	932,296	1,257,915	0.814544	0.17503	0.820456	0.004513
ABSI	2025-04-04	708,587	951,289	0.735561	0.09197	0.90801	0.000019
ABST	2020-10-30	244,468	719,245	0.493142	0.592091	0.387074	0.020835
ABST	2020-11-06	184,671	227,521	0.8064	0.50686	0.368417	0.124723
ABST	2020-11-13	239,090	308,069	0.796022	0.403633	0.45151	0.144856
ABST	2020-11-20	326,581	609,161	0.712371	0.670581	0.31507	0.014349
ABST	2020-11-27	190,019	300,677	0.659319	0.703292	0.27661	0.020098
ABST	2020-12-04	234,331	400,041	0.724223	0.565688	0.410359	0.023953
ABST	2020-12-11	280,693	651,537	0.584701	0.549263	0.43201	0.018726
ABST	2020-12-18	203,636	507,869	0.739832	0.757534	0.22982	0.012646
ABST	2020-12-25	69,280	99,450	0.702137	0.615299	0.354067	0.030634
ABST	2021-01-01	129,853	195,319	0.822935	0.86229	0.129853	0.007857
ABST	2021-01-08	179,243	295,932	0.712568	0.553379	0.413953	0.032669
ABST	2021-01-15	411,164	655,624	0.745395	0.66964	0.295943	0.034417
ABST	2021-01-22	137,119	209,683	0.754523	0.556916	0.40532	0.037764
ABST	2021-01-29	155,665	186,704	0.863571	0.535498	0.441776	0.022726
ABST	2021-02-05	85,508	146,772	0.723116	0.609255	0.332739	0.058007
ABST	2021-02-12	601,681	1,244,319	0.617158	0.668227	0.272501	0.059272

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