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
ACIW	2024-04-12	180,271	269,609	0.750106	0.051989	0.872114	0.075896
ACIW	2024-04-19	149,763	256,635	0.6757	0.052532	0.897742	0.049726
ACIW	2024-04-26	199,945	296,331	0.656142	0.060435	0.91077	0.028795
ACIW	2024-05-03	212,748	417,586	0.441576	0.02698	0.930694	0.042326
ACIW	2024-05-10	100,043	153,969	0.55709	0.012433	0.955577	0.031991
ACIW	2024-05-17	105,444	156,651	0.673244	0.036798	0.888917	0.074285
ACIW	2024-05-24	92,861	192,944	0.6384	0.026744	0.897733	0.075523
ACIW	2024-05-31	109,795	164,128	0.633659	0.06465	0.873175	0.062176
ACIW	2024-06-07	169,141	268,752	0.57225	0.021275	0.893694	0.085031
ACIW	2024-06-14	162,894	235,507	0.760178	0.035381	0.88234	0.082279
ACIW	2024-06-21	105,175	152,621	0.669594	0.016278	0.893964	0.089758
ACIW	2024-06-28	176,139	295,957	0.643112	0.047948	0.8913	0.060752
ACIW	2024-07-05	88,565	183,343	0.581075	0.037341	0.888672	0.073987
ACIW	2024-07-12	142,931	246,659	0.606208	0.010505	0.927051	0.062444
ACIW	2024-07-19	127,592	221,124	0.598106	0.017552	0.868436	0.114013
ACIW	2024-07-26	94,970	268,755	0.445579	0.043389	0.837682	0.11893
ACIW	2024-08-02	197,897	486,584	0.477919	0.053772	0.833685	0.112543
ACIW	2024-08-09	163,753	311,434	0.452353	0.03519	0.818357	0.146453
ACIW	2024-08-16	100,498	266,382	0.541844	0.089284	0.66837	0.242346
ACIW	2024-08-23	73,787	134,314	0.593073	0.03859	0.7468	0.214609
ACIW	2024-08-30	76,502	174,980	0.547768	0.031091	0.741629	0.22728
ACIW	2024-09-06	63,995	139,430	0.547956	0.050042	0.844632	0.105326
ACIW	2024-09-13	65,246	181,399	0.334389	0.016041	0.864335	0.119624
ACIW	2024-09-20	90,034	201,095	0.457743	0.022612	0.862564	0.114825
ACIW	2024-09-27	96,056	201,196	0.478105	0.048671	0.847479	0.103849
ACIW	2024-10-04	78,709	167,822	0.504109	0.029662	0.875681	0.094657
ACIW	2024-10-11	80,863	217,692	0.332684	0.029636	0.911227	0.059137
ACIW	2024-10-18	54,079	105,501	0.516404	0.027981	0.961529	0.01049
ACIW	2024-10-25	41,112	139,312	0.267199	0.030996	0.9668	0.002204
ACIW	2024-11-01	34,766	107,292	0.407187	0.031286	0.960571	0.008143
ACIW	2024-11-08	121,359	266,899	0.414413	0.057899	0.93715	0.004951
ACIW	2024-11-15	101,329	240,795	0.484704	0.047342	0.942939	0.009719
ACIW	2024-11-22	74,751	131,607	0.514078	0.025767	0.970387	0.003846
ACIW	2024-11-29	68,574	112,426	0.582588	0.055504	0.941726	0.00277
ACIW	2024-12-06	125,586	191,197	0.612795	0.030349	0.92343	0.046221
ACIW	2024-12-13	150,388	259,522	0.543379	0.044815	0.935643	0.019542
ACIW	2024-12-20	125,968	205,288	0.576511	0.056355	0.901449	0.042196
ACIW	2024-12-27	43,447	99,862	0.535578	0.023163	0.945015	0.031822
ACIW	2025-01-03	82,614	127,223	0.639816	0.044809	0.90041	0.054781
ACIW	2025-01-10	99,181	140,817	0.717113	0.033321	0.958675	0.008003
ACIW	2025-01-17	112,278	144,797	0.79088	0.072139	0.86736	0.060501
ACIW	2025-01-24	79,865	102,779	0.737719	0.04338	0.937516	0.019104
ACIW	2025-01-31	78,559	109,879	0.636742	0.039494	0.958198	0.002308
ACIW	2025-02-07	68,279	134,579	0.612193	0.039223	0.926127	0.03465
ACIW	2025-02-14	64,693	98,755	0.566396	0.016832	0.973392	0.009776
ACIW	2025-02-21	59,839	84,260	0.634148	0.05701	0.942006	0.000983
ACIW	2025-02-28	154,497	207,070	0.692683	0.082626	0.89824	0.019134
ACIW	2025-03-07	74,784	169,336	0.49136	0.054159	0.929489	0.016352
ACIW	2025-03-14	77,810	155,016	0.487374	0.049991	0.946009	0.004
ACIW	2025-03-21	54,569	112,481	0.562519	0.05154	0.947517	0.000943
ACIW	2025-03-28	59,686	147,278	0.355471	0.049302	0.948316	0.002382
ACIW	2025-04-04	78,839	166,105	0.64388	0.085933	0.901216	0.012851
ACLO	2013-06-21	16,000	19,152	0.827797	1	0	0
ACLO	2024-11-22	1,000	1,100	0.75	null	null	null
ACLO	2024-11-29	5,901	5,901	1	0	1	0
ACLO	2024-12-06	1,214	1,214	1	0	1	0
ACLO	2024-12-13	0	32	0	null	null	null
ACLO	2024-12-20	22	224	0.5	null	null	null
ACLO	2024-12-27	0	501	0	null	null	null
ACLO	2025-01-03	0	11	0	null	null	null
ACLO	2025-01-17	0	5	0	null	null	null
ACLO	2025-01-24	0	600	0	null	null	null
ACLO	2025-01-31	3	35	0.2	null	null	null
ACLO	2025-02-07	3	5,939	0.00046	null	null	null
ACLO	2025-02-14	6	344	0.333333	null	null	null
ACLO	2025-02-21	32	68	0.439394	null	null	null
ACLO	2025-02-28	6	227	0.254491	null	null	null
ACLO	2025-03-07	0	28	0	null	null	null
ACLO	2025-03-14	1,748	2,548	0.666667	null	null	null
ACLO	2025-03-21	604	605	0.666667	null	null	null
ACLO	2025-03-28	0	901	0	null	null	null
ACLO	2025-04-04	2,706	4,606	0.830357	0	1	0
ACLS	2011-01-07	1,280,772	3,095,050	0.465341	0.393889	0.438943	0.167168
ACLS	2011-01-14	1,469,979	3,123,943	0.529276	0.27866	0.551906	0.169435
ACLS	2011-01-21	784,836	1,732,959	0.460329	0.237399	0.545788	0.216813
ACLS	2011-01-28	1,172,272	2,267,864	0.543812	0.232893	0.617973	0.149133
ACLS	2011-02-04	5,113,542	10,512,516	0.511616	0.262339	0.553371	0.184289
ACLS	2011-02-11	1,963,907	3,617,582	0.581494	0.277516	0.498514	0.22397
ACLS	2011-02-18	1,488,625	3,550,963	0.491805	0.278589	0.483953	0.237458
ACLS	2011-02-25	1,401,961	2,384,851	0.611069	0.365346	0.478072	0.156583
ACLS	2011-03-04	2,167,722	3,799,034	0.59948	0.286209	0.404492	0.309298
ACLS	2011-03-11	1,304,192	2,193,911	0.635488	0.330219	0.505222	0.164559
ACLS	2011-03-18	1,570,030	2,656,332	0.596942	0.318166	0.505226	0.176608
ACLS	2011-03-25	963,882	1,977,683	0.535986	0.298514	0.503805	0.197681
ACLS	2011-04-01	571,938	1,318,927	0.48855	0.306703	0.550998	0.1423
ACLS	2011-04-08	774,605	1,701,868	0.534389	0.318663	0.484076	0.197261
ACLS	2011-04-15	1,070,670	2,119,071	0.579532	0.28609	0.515597	0.198313
ACLS	2011-04-22	851,436	1,451,200	0.666388	0.269802	0.551055	0.179143
ACLS	2011-04-29	2,305,421	7,837,490	0.43907	0.258081	0.532798	0.209121
ACLS	2011-05-06	3,086,554	5,365,022	0.622602	0.251137	0.573121	0.175742
ACLS	2011-05-13	1,724,003	3,195,189	0.58413	0.267087	0.480795	0.252118
ACLS	2011-05-20	818,852	1,576,542	0.5016	0.290949	0.541584	0.167467
ACLS	2011-05-27	704,392	1,373,290	0.556144	0.358247	0.453632	0.188122
ACLS	2011-06-03	716,960	1,206,354	0.636565	0.276887	0.544529	0.178583
ACLS	2011-06-10	773,833	1,338,636	0.617509	0.268955	0.544882	0.186163
ACLS	2011-06-17	666,689	1,208,008	0.564298	0.232156	0.548786	0.219058
ACLS	2011-06-24	882,383	1,582,964	0.554305	0.222666	0.600222	0.177112
ACLS	2011-07-01	613,104	1,339,667	0.475203	0.198927	0.616318	0.184756
ACLS	2011-07-08	764,967	1,606,961	0.555645	0.28817	0.535827	0.176002
ACLS	2011-07-15	643,774	1,041,230	0.636519	0.247644	0.594271	0.158085

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