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	2024-08-23	61,837	79,470	0.787904	0.033638	0.831511	0.134851
ABOS	2024-08-30	53,143	73,810	0.704398	0.027833	0.872363	0.099805
ABOS	2024-09-06	66,300	114,992	0.666589	0.028079	0.928794	0.043128
ABOS	2024-09-13	23,650	45,541	0.535372	0.016669	0.629337	0.353994
ABOS	2024-09-20	36,993	77,102	0.575264	0.203052	0.383262	0.413686
ABOS	2024-09-27	23,716	35,966	0.644284	0.046164	0.547612	0.406224
ABOS	2024-10-04	45,470	61,458	0.74104	0.152529	0.674918	0.172553
ABOS	2024-10-11	26,226	32,842	0.745376	0.116733	0.663959	0.219307
ABOS	2024-10-18	12,461	27,471	0.645358	0.138351	0.861649	0
ABOS	2024-10-25	23,915	37,235	0.6101	0.15329	0.845311	0.001399
ABOS	2024-11-01	29,252	59,275	0.492287	0.039276	0.909524	0.0512
ABOS	2024-11-08	36,231	56,035	0.573605	0.01343	0.985867	0.000703
ABOS	2024-11-15	40,857	66,798	0.576411	0.03172	0.96828	0
ABOS	2024-11-22	33,351	46,850	0.639442	0.01133	0.98867	0
ABOS	2024-11-29	23,323	69,674	0.513552	0.060296	0.939704	0
ABOS	2024-12-06	46,840	88,760	0.45074	0.023675	0.974192	0.002132
ABOS	2024-12-13	79,830	143,028	0.618667	0.109327	0.890673	0
ABOS	2024-12-20	50,131	107,170	0.628407	0.042675	0.936619	0.020706
ABOS	2024-12-27	78,198	204,426	0.553554	0.088739	0.855464	0.055797
ABOS	2025-01-03	43,134	69,253	0.659027	0.069271	0.829513	0.101216
ABOS	2025-01-10	73,618	86,606	0.840136	0.022172	0.977809	0.000018
ABOS	2025-01-17	91,089	127,012	0.690432	0.040239	0.959761	0
ABOS	2025-01-24	63,079	98,458	0.83672	0.106577	0.849782	0.043641
ABOS	2025-01-31	59,908	75,799	0.821273	0.041607	0.938403	0.01999
ABOS	2025-02-07	48,275	69,563	0.753256	0.133196	0.866787	0.000016
ABOS	2025-02-14	66,493	97,350	0.683924	0.098464	0.848188	0.053348
ABOS	2025-02-21	28,921	44,511	0.715069	0.172624	0.827376	0
ABOS	2025-02-28	49,809	74,505	0.683948	0.065196	0.93219	0.002614
ABOS	2025-03-07	34,546	52,718	0.663356	0.134769	0.852744	0.012487
ABOS	2025-03-14	65,912	89,043	0.653153	0.049263	0.950737	0
ABOS	2025-03-21	40,315	62,207	0.702237	0.051021	0.948979	0
ABOS	2025-03-28	40,021	49,956	0.858381	0.13619	0.86381	0
ABOS	2025-04-04	19,846	31,968	0.735578	0.046898	0.953102	0
ABPWW	2024-11-15	0	23,300	0	null	null	null
ABPWW	2024-11-22	0	1,099	0	null	null	null
ABPWW	2024-11-29	2,700	4,600	0.586957	0	1	0
ABPWW	2024-12-20	4,830	77,790	0.024155	null	null	null
ABPWW	2024-12-27	0	92,910	0	null	null	null
ABPWW	2025-01-03	0	4,616	0	null	null	null
ABPWW	2025-01-10	0	255	0	null	null	null
ABPWW	2025-01-17	0	300	0	null	null	null
ABPWW	2025-02-14	0	7,079	0	null	null	null
ABPWW	2025-02-21	0	117	0	null	null	null
ABPWW	2025-02-28	2	893	0.003333	null	null	null
ABPWW	2025-03-21	0	269	0	null	null	null
ABPWW	2025-04-04	0	18	0	null	null	null
ABR	2011-01-07	29,233	84,674	0.320986	0.278356	0.716599	0.005045
ABR	2011-01-14	21,053	62,604	0.276887	0.145655	0.851846	0.002499
ABR	2011-01-21	8,881	35,156	0.18338	0.358618	0.641382	0
ABR	2011-01-28	75,677	124,325	0.446022	0.085533	0.908375	0.006092
ABR	2011-02-04	20,452	53,262	0.443761	0.339949	0.648596	0.011455
ABR	2011-02-11	63,542	155,158	0.44051	0.340877	0.636113	0.02301
ABR	2011-02-18	26,160	67,373	0.300404	0.090949	0.885914	0.023137
ABR	2011-02-25	93,140	168,008	0.303564	0.284825	0.711389	0.003787
ABR	2011-03-04	174,059	364,574	0.49462	0.263128	0.639517	0.097355
ABR	2011-03-11	89,130	251,644	0.293084	0.08209	0.879205	0.038705
ABR	2011-03-18	118,249	269,526	0.424779	0.231086	0.755432	0.013481
ABR	2011-03-25	21,860	66,950	0.23134	0.1698	0.8302	0
ABR	2011-04-01	17,020	86,053	0.253505	0.355664	0.638629	0.005707
ABR	2011-04-08	33,409	96,582	0.30127	0.298633	0.701367	0
ABR	2011-04-15	39,349	109,042	0.37361	0.313657	0.669019	0.017324
ABR	2011-04-22	51,573	131,762	0.391494	0.14119	0.792953	0.065857
ABR	2011-04-29	19,351	66,978	0.324027	0.32028	0.621363	0.058357
ABR	2011-05-06	40,915	195,489	0.25175	0.116602	0.825898	0.0575
ABR	2011-05-13	37,098	143,184	0.305288	0.067097	0.839744	0.093159
ABR	2011-05-20	20,185	95,026	0.218565	0.13832	0.86168	0
ABR	2011-05-27	31,502	59,650	0.55711	0.166193	0.808539	0.025268
ABR	2011-06-03	15,704	51,274	0.292678	0.050891	0.921718	0.027391
ABR	2011-06-10	56,457	129,083	0.327003	0.129802	0.848164	0.022034
ABR	2011-06-17	93,778	601,710	0.132785	0.076142	0.911469	0.012389
ABR	2011-06-24	38,168	175,588	0.181489	0.262321	0.730518	0.00716
ABR	2011-07-01	28,464	75,231	0.373757	0.370705	0.625067	0.004228
ABR	2011-07-08	39,390	100,629	0.377539	0.233932	0.764878	0.00119
ABR	2011-07-15	35,719	108,070	0.286643	0.301735	0.696797	0.001468
ABR	2011-07-22	25,307	85,746	0.350546	0.393717	0.456143	0.150139
ABR	2011-07-29	50,545	170,460	0.293224	0.192711	0.726427	0.080863
ABR	2011-08-05	103,632	234,876	0.526471	0.418418	0.565684	0.015898
ABR	2011-08-12	76,492	253,625	0.265275	0.592387	0.405162	0.002451
ABR	2011-08-19	51,941	185,129	0.29896	0.483134	0.506268	0.010598
ABR	2011-08-26	57,181	186,675	0.268453	0.554736	0.442109	0.003155
ABR	2011-09-02	41,177	103,895	0.383257	0.318357	0.679473	0.00217
ABR	2011-09-09	43,959	117,936	0.345042	0.355239	0.438964	0.205797
ABR	2011-09-16	52,236	123,489	0.32901	0.208402	0.775856	0.015742
ABR	2011-09-23	39,041	189,564	0.222867	0.165583	0.66095	0.173467
ABR	2011-09-30	41,908	153,927	0.23114	0.14107	0.855897	0.003034
ABR	2011-10-07	64,305	212,701	0.274419	0.240244	0.75769	0.002066
ABR	2011-10-14	68,055	199,585	0.195953	0.077012	0.82382	0.099168
ABR	2011-10-21	30,973	118,146	0.214633	0.01406	0.98594	0
ABR	2011-10-28	40,164	139,201	0.312991	0.05232	0.905424	0.042256
ABR	2011-11-04	46,554	99,066	0.344394	0.193179	0.774177	0.032644
ABR	2011-11-11	39,421	105,990	0.336588	0.184249	0.805218	0.010533
ABR	2011-11-18	19,557	66,739	0.301796	0.338231	0.638023	0.023746
ABR	2011-11-25	6,752	42,161	0.199428	null	null	null
ABR	2011-12-02	31,021	149,981	0.240123	0.247092	0.719597	0.033311
ABR	2011-12-09	36,884	126,613	0.344422	0.263468	0.709932	0.0266
ABR	2011-12-16	45,451	162,196	0.260359	0.217582	0.766354	0.016064
ABR	2011-12-23	37,833	107,233	0.250455	0.487596	0.507049	0.005355
ABR	2011-12-30	21,337	57,471	0.316656	0.476163	0.523837	0
ABR	2012-01-06	52,649	85,275	0.346321	0.233487	0.766513	0
ABR	2012-01-13	57,724	99,960	0.597059	0.492067	0.48268	0.025253

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