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
AB	2023-02-03	563,416	960,396	0.624526	0.73688	0.246201	0.016919
AB	2023-02-10	702,332	1,153,692	0.619861	0.711295	0.266853	0.021852
AB	2023-02-17	1,159,413	1,826,008	0.658154	0.684141	0.292471	0.023388
AB	2023-02-24	392,652	763,313	0.512495	0.712782	0.251002	0.036216
AB	2023-03-03	592,212	1,147,902	0.540852	0.706212	0.259718	0.034069
AB	2023-03-10	504,435	930,119	0.571262	0.721423	0.247448	0.03113
AB	2023-03-17	709,827	1,523,544	0.490028	0.636675	0.330724	0.032602
AB	2023-03-24	680,157	1,594,321	0.459027	0.632843	0.33645	0.030707
AB	2023-03-31	369,635	970,934	0.368385	0.688747	0.271031	0.040222
AB	2023-04-07	205,506	768,860	0.268448	0.661902	0.292535	0.045563
AB	2023-04-14	481,704	1,228,564	0.377202	0.614417	0.350752	0.034832
AB	2023-04-21	333,086	1,013,061	0.31824	0.688422	0.273803	0.037776
AB	2023-04-28	304,343	1,112,135	0.28544	0.723704	0.231776	0.04452
AB	2023-05-05	369,871	1,068,186	0.423298	0.7331	0.23612	0.030781
AB	2023-05-12	402,736	973,982	0.526722	0.603158	0.3385	0.058342
AB	2023-05-19	264,686	781,996	0.428555	0.626904	0.318514	0.054581
AB	2023-05-26	314,361	850,369	0.323866	0.727699	0.243672	0.028629
AB	2023-06-02	256,705	570,523	0.542033	0.623982	0.320664	0.055353
AB	2023-06-09	166,032	558,777	0.280592	0.698744	0.284202	0.017055
AB	2023-06-16	254,322	825,135	0.288165	0.74354	0.249613	0.006847
AB	2023-06-23	356,093	1,110,994	0.391064	0.637206	0.356135	0.00666
AB	2023-06-30	253,261	801,076	0.373412	0.489767	0.493188	0.017045
AB	2023-07-07	79,702	171,559	0.41525	0.014074	0.900685	0.085241
AB	2023-07-14	293,936	562,795	0.474374	0.036807	0.937353	0.02584
AB	2023-07-21	70,984	144,212	0.488597	0.022329	0.88944	0.088231
AB	2023-07-28	88,258	345,401	0.329348	0.032679	0.911431	0.05589
AB	2023-08-04	67,372	240,168	0.25929	0.034269	0.923495	0.042236
AB	2023-08-11	156,546	413,433	0.314116	0.014148	0.970975	0.014876
AB	2023-08-18	233,879	461,722	0.435311	0.008468	0.952012	0.039521
AB	2023-08-25	143,898	369,718	0.372302	0.009153	0.978675	0.012172
AB	2023-09-01	132,233	360,989	0.353011	0.005107	0.982623	0.01227
AB	2023-09-08	170,772	483,811	0.449194	0.002699	0.978753	0.018548
AB	2023-09-15	183,833	452,036	0.347467	0.015636	0.981976	0.002388
AB	2023-09-22	100,403	295,814	0.31899	0.017882	0.967429	0.014689
AB	2023-09-29	115,758	319,606	0.443792	0.011965	0.970085	0.01795
AB	2023-10-06	143,148	307,174	0.472237	0.009419	0.959995	0.030587
AB	2023-10-13	95,801	245,346	0.442123	0.025837	0.903389	0.070775
AB	2023-10-20	74,906	157,248	0.397516	0.038029	0.899006	0.062964
AB	2023-10-27	194,787	465,681	0.497396	0.018146	0.913345	0.068509
AB	2023-11-03	186,441	440,376	0.558493	0.034581	0.940677	0.024742
AB	2023-11-10	135,648	282,527	0.58683	0.021418	0.961704	0.016879
AB	2023-11-17	265,004	519,861	0.47592	0.00748	0.924954	0.067566
AB	2023-11-24	117,765	242,571	0.48492	0.024364	0.900899	0.074736
AB	2023-12-01	180,864	339,736	0.531699	0.020464	0.952647	0.02689
AB	2023-12-08	233,340	482,541	0.550379	0.035472	0.900108	0.06442
AB	2023-12-15	235,358	602,188	0.433393	0.02205	0.910252	0.067699
AB	2023-12-22	147,321	396,885	0.448298	0.026749	0.916316	0.056934
AB	2023-12-29	95,292	242,660	0.460616	0.057715	0.790231	0.152053
AB	2024-01-05	55,409	173,649	0.307917	0.038751	0.924682	0.036567
AB	2024-01-12	121,665	341,737	0.375383	0.0337	0.866619	0.099681
AB	2024-01-19	93,076	204,011	0.415138	0.009367	0.822913	0.16772
AB	2024-01-26	83,766	198,881	0.502677	0.028026	0.838319	0.133655
AB	2024-02-02	179,628	397,094	0.524563	0.016202	0.883043	0.100755
AB	2024-02-09	129,825	431,880	0.324541	0.010728	0.842927	0.146346
AB	2024-02-16	140,396	403,175	0.540986	0.02458	0.921076	0.054345
AB	2024-02-23	69,302	181,120	0.398683	0.012001	0.890723	0.097275
AB	2024-03-01	122,203	362,825	0.482792	0.018357	0.887918	0.093724
AB	2024-03-08	119,723	299,794	0.49623	0.024603	0.878158	0.097239
AB	2024-03-15	121,290	351,952	0.488283	0.005584	0.875893	0.118523
AB	2024-03-22	93,417	253,082	0.394008	0.015923	0.765128	0.218949
AB	2024-03-29	60,423	193,347	0.468977	0.013358	0.875707	0.110935
AB	2024-04-05	189,054	368,123	0.413464	0.010846	0.894585	0.094568
AB	2024-04-12	88,493	252,266	0.417545	0.015059	0.83349	0.151451
AB	2024-04-19	155,558	291,910	0.395833	0.005645	0.844382	0.149974
AB	2024-04-26	376,951	647,918	0.416883	0.011893	0.81905	0.169057
AB	2024-05-03	122,962	343,030	0.477868	0.019061	0.845743	0.135196
AB	2024-05-10	93,891	217,528	0.47265	0.004331	0.888575	0.107094
AB	2024-05-17	103,709	255,824	0.375844	0.002839	0.955021	0.04214
AB	2024-05-24	131,676	311,972	0.414302	0.001771	0.925314	0.072915
AB	2024-05-31	78,949	175,411	0.475758	0.002767	0.878415	0.118818
AB	2024-06-07	93,667	204,065	0.510726	0.008117	0.912612	0.079271
AB	2024-06-14	93,058	236,972	0.456388	0.004567	0.86962	0.125813
AB	2024-06-21	70,494	173,252	0.412868	0.005852	0.874011	0.120138
AB	2024-06-28	88,812	307,297	0.508115	0.001926	0.881062	0.117012
AB	2024-07-05	37,486	137,018	0.337081	0.002744	0.75656	0.240695
AB	2024-07-12	97,789	422,603	0.358511	0.002675	0.911187	0.086138
AB	2024-07-19	132,434	437,439	0.343577	0.014694	0.812968	0.172338
AB	2024-07-26	168,056	564,217	0.418161	0.016819	0.878419	0.104762
AB	2024-08-02	184,976	510,499	0.368099	0.017262	0.81526	0.167478
AB	2024-08-09	196,765	388,529	0.404654	0.009503	0.92831	0.062187
AB	2024-08-16	170,302	398,550	0.421607	0.006135	0.94201	0.051854
AB	2024-08-23	160,977	310,157	0.552647	0.010664	0.898993	0.090343
AB	2024-08-30	108,257	219,630	0.472401	0.00589	0.926596	0.067514
AB	2024-09-06	88,006	182,180	0.499887	0.002681	0.955942	0.041377
AB	2024-09-13	122,166	203,701	0.543822	0.001739	0.958339	0.039923
AB	2024-09-20	119,245	271,327	0.535838	0.001491	0.959941	0.038569
AB	2024-09-27	64,944	218,736	0.391211	0.007916	0.909407	0.082678
AB	2024-10-04	47,979	140,159	0.4726	0.00575	0.854437	0.139813
AB	2024-10-11	59,873	181,967	0.395146	0.004162	0.929559	0.066279
AB	2024-10-18	79,033	230,695	0.528327	0.01803	0.979781	0.00219
AB	2024-10-25	108,537	330,702	0.636164	0.014145	0.979142	0.006713
AB	2024-11-01	61,451	195,976	0.395967	0.004056	0.994681	0.001263
AB	2024-11-08	101,242	278,011	0.533607	0.007849	0.979657	0.012494
AB	2024-11-15	58,171	269,115	0.314701	0.006498	0.993502	0
AB	2024-11-22	124,043	348,089	0.3763	0.012118	0.987105	0.000777
AB	2024-11-29	94,093	243,307	0.467621	0.005834	0.991267	0.0029
AB	2024-12-06	89,709	234,169	0.415112	0.006309	0.979423	0.014268
AB	2024-12-13	207,957	479,420	0.417489	0.016361	0.914987	0.068652
AB	2024-12-20	236,051	809,067	0.3023	0.006395	0.961333	0.032272
AB	2024-12-27	61,224	155,393	0.492501	0.003769	0.990632	0.005599

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