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
ABOS	2022-09-23	49,150	123,676	0.405995	0.788872	0.112655	0.098473
ABOS	2022-09-30	37,161,289	61,025,631	0.498642	0.831211	0.129438	0.039351
ABOS	2022-10-07	893,613	2,294,463	0.402852	0.63067	0.261851	0.107479
ABOS	2022-10-14	530,348	1,159,605	0.42887	0.618878	0.273697	0.107425
ABOS	2022-10-21	183,747	425,341	0.620783	0.643918	0.300438	0.055644
ABOS	2022-10-28	249,796	547,382	0.47241	0.69501	0.254522	0.050468
ABOS	2022-11-04	242,644	609,132	0.564466	0.586386	0.371739	0.041875
ABOS	2022-11-11	134,037	276,431	0.594449	0.706543	0.237767	0.05569
ABOS	2022-11-18	261,605	594,649	0.483155	0.77026	0.196189	0.033551
ABOS	2022-11-25	86,390	193,952	0.559827	0.760675	0.194505	0.04482
ABOS	2022-12-02	129,635	465,391	0.401624	0.694441	0.25891	0.04665
ABOS	2022-12-09	161,999	441,991	0.488581	0.58729	0.351253	0.061457
ABOS	2022-12-16	115,662	270,957	0.496869	0.587512	0.337204	0.075284
ABOS	2022-12-23	176,020	263,020	0.554618	0.732092	0.204447	0.063461
ABOS	2022-12-30	80,218	145,852	0.532293	0.76303	0.179232	0.057738
ABOS	2023-01-06	82,703	150,020	0.533877	0.781704	0.148316	0.06998
ABOS	2023-01-13	59,755	115,874	0.4926	0.854166	0.092618	0.053216
ABOS	2023-01-20	50,236	165,020	0.342489	0.736462	0.232284	0.031255
ABOS	2023-01-27	98,133	218,510	0.55161	0.617231	0.347504	0.035266
ABOS	2023-02-03	152,133	553,356	0.46358	0.801615	0.153957	0.044427
ABOS	2023-02-10	110,422	224,795	0.47347	0.643028	0.237974	0.118998
ABOS	2023-02-17	77,832	215,976	0.440685	0.728507	0.158407	0.113086
ABOS	2023-02-24	35,864	86,728	0.37723	0.719936	0.178424	0.10164
ABOS	2023-03-03	55,163	124,898	0.477362	0.78468	0.124173	0.091147
ABOS	2023-03-10	120,660	259,871	0.459794	0.790166	0.148356	0.061477
ABOS	2023-03-17	325,391	588,607	0.471825	0.787568	0.174618	0.037813
ABOS	2023-03-24	134,502	226,864	0.512572	0.792448	0.108807	0.098745
ABOS	2023-03-31	142,800	249,564	0.514644	0.846972	0.1271	0.025929
ABOS	2023-04-07	69,298	309,595	0.445943	0.67823	0.104838	0.216932
ABOS	2023-04-14	122,314	483,438	0.324361	0.627894	0.327699	0.044407
ABOS	2023-04-21	217,172	433,694	0.304373	0.850247	0.096528	0.053225
ABOS	2023-04-28	59,646	170,443	0.400623	0.742894	0.162969	0.094136
ABOS	2023-05-05	752,403	2,025,574	0.414806	0.823136	0.132117	0.044747
ABOS	2023-05-12	540,546	1,322,561	0.40601	0.831766	0.143373	0.02486
ABOS	2023-05-19	216,668	511,000	0.42755	0.810031	0.141882	0.048087
ABOS	2023-05-26	345,108	926,768	0.269404	0.86053	0.109676	0.029793
ABOS	2023-06-02	94,073	261,787	0.311431	0.796177	0.160806	0.043017
ABOS	2023-06-09	74,171	245,528	0.348799	0.860542	0.121898	0.017561
ABOS	2023-06-16	174,002	677,851	0.355767	0.864869	0.132659	0.002472
ABOS	2023-06-23	60,849	195,694	0.340116	0.856027	0.134976	0.008998
ABOS	2023-06-30	65,593	199,920	0.3515	0.553728	0.444084	0.002187
ABOS	2023-07-07	16,321	31,522	0.555025	0.102824	0.89298	0.004196
ABOS	2023-07-14	358,793	736,263	0.489177	0.007532	0.978637	0.013832
ABOS	2023-07-21	1,690,880	3,498,173	0.573794	0.032823	0.961016	0.006161
ABOS	2023-07-28	336,347	521,814	0.666998	0.018332	0.957119	0.024549
ABOS	2023-08-04	110,209	226,400	0.538025	0.030272	0.940142	0.029586
ABOS	2023-08-11	174,713	312,012	0.712946	0.073469	0.901979	0.024552
ABOS	2023-08-18	215,810	312,593	0.801167	0.058915	0.913755	0.027329
ABOS	2023-08-25	128,091	174,252	0.721444	0.037728	0.93866	0.023611
ABOS	2023-09-01	117,705	157,947	0.812899	0.065735	0.897718	0.036547
ABOS	2023-09-08	77,714	100,256	0.782763	0.079141	0.890936	0.029923
ABOS	2023-09-15	122,818	146,166	0.785712	0.056099	0.919239	0.024662
ABOS	2023-09-22	58,790	83,620	0.644425	0.044469	0.895901	0.05963
ABOS	2023-09-29	115,148	144,677	0.780835	0.268949	0.695942	0.03511
ABOS	2023-10-06	109,834	172,614	0.649014	0.028804	0.966243	0.004953
ABOS	2023-10-13	236,071	458,332	0.580344	0.019535	0.974695	0.005769
ABOS	2023-10-20	133,033	299,635	0.594641	0.040016	0.948733	0.011251
ABOS	2023-10-27	100,848	195,030	0.571096	0.036249	0.959779	0.003971
ABOS	2023-11-03	260,849	945,358	0.371724	0.02947	0.958425	0.012105
ABOS	2023-11-10	220,953	384,604	0.509803	0.029717	0.963693	0.00659
ABOS	2023-11-17	296,494	503,505	0.487979	0.015064	0.979511	0.005425
ABOS	2023-11-24	158,748	220,545	0.521424	0.025291	0.974709	0
ABOS	2023-12-01	230,460	314,943	0.648939	0.028529	0.970858	0.000613
ABOS	2023-12-08	162,838	781,831	0.379688	0.007073	0.982641	0.010286
ABOS	2023-12-15	218,298	372,607	0.551938	0.023616	0.950224	0.02616
ABOS	2023-12-22	109,922	249,671	0.393186	0.030477	0.91986	0.049664
ABOS	2023-12-29	63,552	183,731	0.393984	0.031233	0.945865	0.022902
ABOS	2024-01-05	177,107	334,214	0.491235	0.042942	0.924268	0.03279
ABOS	2024-01-12	73,837	169,615	0.431586	0.027178	0.950983	0.021839
ABOS	2024-01-19	64,086	139,718	0.508131	0.036855	0.938236	0.024909
ABOS	2024-01-26	114,540	212,453	0.635197	0.024146	0.958863	0.016991
ABOS	2024-02-02	119,973	192,669	0.623376	0.054841	0.940045	0.005115
ABOS	2024-02-09	102,761	174,579	0.544773	0.050512	0.944174	0.005313
ABOS	2024-02-16	103,013	160,062	0.616476	0.044843	0.945655	0.009501
ABOS	2024-02-23	95,935	155,815	0.658343	0.059089	0.929887	0.011025
ABOS	2024-03-01	248,780	403,557	0.64621	0.048522	0.944975	0.006503
ABOS	2024-03-08	137,770	227,563	0.506933	0.004141	0.993207	0.002652
ABOS	2024-03-15	115,257	169,700	0.710693	0.03024	0.965453	0.004307
ABOS	2024-03-22	122,418	237,867	0.567427	0.042878	0.950755	0.006367
ABOS	2024-03-29	126,466	292,052	0.573756	0.023506	0.970437	0.006057
ABOS	2024-04-05	37,871	72,582	0.44356	0.026667	0.949112	0.024221
ABOS	2024-04-12	35,582	78,495	0.451908	0.014284	0.951763	0.033953
ABOS	2024-04-19	83,272	157,199	0.560025	0.109274	0.860294	0.030432
ABOS	2024-04-26	51,125	109,263	0.490968	0.008004	0.949876	0.042119
ABOS	2024-05-03	66,472	110,781	0.686821	0.030799	0.870881	0.09832
ABOS	2024-05-10	31,596	60,188	0.419993	0.033306	0.917544	0.04915
ABOS	2024-05-17	25,958	50,535	0.402653	0.000788	0.92999	0.069222
ABOS	2024-05-24	26,242	54,012	0.492572	0.031461	0.89954	0.068998
ABOS	2024-05-31	61,889	120,496	0.343335	0.017179	0.970457	0.012364
ABOS	2024-06-07	69,391	171,144	0.23311	0.01288	0.967608	0.019512
ABOS	2024-06-14	56,729	117,276	0.423746	0.038349	0.903983	0.057668
ABOS	2024-06-21	57,626	128,592	0.431094	0.015733	0.902274	0.081993
ABOS	2024-06-28	185,226	305,892	0.540172	0.016794	0.916161	0.067045
ABOS	2024-07-05	54,418	90,398	0.549904	0.005352	0.868866	0.125782
ABOS	2024-07-12	172,469	280,202	0.625816	0.024467	0.861406	0.114127
ABOS	2024-07-19	131,351	220,370	0.649585	0.026585	0.88707	0.086344
ABOS	2024-07-26	111,082	194,842	0.618048	0.038843	0.866549	0.094608
ABOS	2024-08-02	148,562	242,751	0.659744	0.031457	0.893319	0.075223
ABOS	2024-08-09	51,523	102,154	0.62836	0.023747	0.86455	0.111703
ABOS	2024-08-16	56,369	86,368	0.705911	0.039348	0.745349	0.215303

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