Split (1)

train · 2.55M 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
ACTG	2019-03-22	663,416	1,052,430	0.53569	0.850041	0.079321	0.070638
ACTG	2019-03-29	260,316	531,599	0.507014	0.805639	0.150286	0.044076
ACTG	2019-04-05	170,502	416,597	0.518914	0.762533	0.138452	0.099015
ACTG	2019-04-12	124,479	288,474	0.446831	0.728377	0.191497	0.080126
ACTG	2019-04-19	122,870	337,841	0.413101	0.736566	0.173063	0.090371
ACTG	2019-04-26	148,754	382,564	0.378538	0.749928	0.101859	0.148213
ACTG	2019-05-03	158,455	362,197	0.385583	0.780015	0.16266	0.057324
ACTG	2019-05-10	106,356	260,620	0.520512	0.585219	0.304527	0.110254
ACTG	2019-05-17	75,729	194,201	0.443951	0.815955	0.105473	0.078572
ACTG	2019-05-24	168,365	772,071	0.380464	0.791275	0.191464	0.017261
ACTG	2019-05-31	373,744	1,144,819	0.44692	0.823996	0.159101	0.016904
ACTG	2019-06-07	80,575	242,981	0.375047	0.672921	0.1873	0.139779
ACTG	2019-06-14	39,778	132,142	0.365522	0.697749	0.105734	0.196517
ACTG	2019-06-21	106,859	303,360	0.370634	0.734824	0.151125	0.114051
ACTG	2019-06-28	306,120	513,300	0.393157	0.754724	0.200124	0.045152
ACTG	2019-07-05	36,061	198,297	0.262252	0.817129	0.109923	0.072948
ACTG	2019-07-12	36,769	166,756	0.344501	0.704428	0.214483	0.081089
ACTG	2019-07-19	31,489	108,205	0.3347	0.768311	0.176571	0.055117
ACTG	2019-07-26	39,232	129,564	0.35886	0.881134	0.071677	0.047189
ACTG	2019-08-02	90,505	181,466	0.460459	0.717083	0.188325	0.094591
ACTG	2019-08-09	73,324	154,818	0.487893	0.645919	0.261848	0.092233
ACTG	2019-08-16	50,516	140,256	0.467097	0.717408	0.211148	0.071444
ACTG	2019-08-23	45,255	160,441	0.350145	0.701096	0.088319	0.210585
ACTG	2019-08-30	79,846	241,493	0.423834	0.780366	0.191376	0.028258
ACTG	2019-09-06	106,583	271,314	0.528479	0.686905	0.197245	0.11585
ACTG	2019-09-13	260,785	532,104	0.578128	0.717009	0.196366	0.086625
ACTG	2019-09-20	135,358	364,113	0.560569	0.751812	0.196212	0.051976
ACTG	2019-09-27	66,718	138,926	0.508656	0.827135	0.115287	0.057578
ACTG	2019-10-04	100,880	220,122	0.467218	0.676441	0.275741	0.047818
ACTG	2019-10-11	113,688	301,684	0.42251	0.827096	0.139962	0.032942
ACTG	2019-10-18	58,646	119,526	0.511924	0.761885	0.137254	0.10086
ACTG	2019-10-25	103,975	203,121	0.581543	0.759155	0.188409	0.052436
ACTG	2019-11-01	84,017	221,674	0.508772	0.755872	0.190298	0.05383
ACTG	2019-11-08	199,941	531,298	0.512427	0.769143	0.193493	0.037363
ACTG	2019-11-15	182,786	394,283	0.49269	0.727772	0.246001	0.026228
ACTG	2019-11-22	337,795	1,070,277	0.407386	0.788419	0.189634	0.021947
ACTG	2019-11-29	66,770	175,921	0.369591	0.854442	0.091377	0.054181
ACTG	2019-12-06	136,755	311,531	0.404204	0.81552	0.149378	0.035102
ACTG	2019-12-13	107,068	254,174	0.55113	0.728607	0.177477	0.093916
ACTG	2019-12-20	65,335	185,500	0.344238	0.801789	0.099138	0.099073
ACTG	2019-12-27	143,335	225,706	0.633087	0.865575	0.111792	0.022633
ACTG	2020-01-03	161,495	378,446	0.395926	0.905444	0.081596	0.012959
ACTG	2020-01-10	90,826	203,843	0.586827	0.715511	0.221954	0.062535
ACTG	2020-01-17	118,866	247,575	0.538966	0.695059	0.180095	0.124846
ACTG	2020-01-24	85,121	229,009	0.51198	0.887217	0.085853	0.02693
ACTG	2020-01-31	309,217	687,914	0.617616	0.694534	0.202136	0.10333
ACTG	2020-02-07	104,834	171,122	0.638571	0.770923	0.170238	0.058839
ACTG	2020-02-14	146,610	269,508	0.528712	0.826653	0.130777	0.04257
ACTG	2020-02-21	209,349	441,141	0.460811	0.866067	0.096989	0.036943
ACTG	2020-02-28	231,872	483,963	0.455165	0.840655	0.115612	0.043732
ACTG	2020-03-06	235,967	581,892	0.413013	0.765385	0.173737	0.060878
ACTG	2020-03-13	545,618	1,105,350	0.536837	0.629999	0.300245	0.069756
ACTG	2020-03-20	318,619	1,594,190	0.357966	0.645998	0.280891	0.073111
ACTG	2020-03-27	269,009	765,892	0.448109	0.575427	0.354917	0.069656
ACTG	2020-04-03	260,670	835,751	0.374728	0.650562	0.225369	0.124069
ACTG	2020-04-10	318,121	690,551	0.500084	0.747676	0.19009	0.062234
ACTG	2020-04-17	288,687	598,918	0.586655	0.684529	0.25849	0.056981
ACTG	2020-04-24	228,568	494,606	0.509647	0.736739	0.179057	0.084205
ACTG	2020-05-01	125,952	391,496	0.435267	0.621521	0.281179	0.0973
ACTG	2020-05-08	150,154	379,873	0.5895	0.621013	0.343996	0.034991
ACTG	2020-05-15	243,003	575,963	0.540438	0.70264	0.249692	0.047668
ACTG	2020-05-22	203,852	563,101	0.387964	0.739373	0.210409	0.050218
ACTG	2020-05-29	137,284	344,619	0.438564	0.492407	0.461885	0.045707
ACTG	2020-06-05	2,810,104	6,130,919	0.582572	0.818931	0.14746	0.03361
ACTG	2020-06-12	1,979,132	4,539,028	0.479954	0.758611	0.174696	0.066693
ACTG	2020-06-19	600,300	1,584,337	0.44552	0.739386	0.244449	0.016165
ACTG	2020-06-26	539,750	1,101,030	0.531369	0.688491	0.263773	0.047737
ACTG	2020-07-03	673,429	1,392,625	0.575019	0.751304	0.217084	0.031611
ACTG	2020-07-10	397,409	899,898	0.609775	0.705019	0.256868	0.038112
ACTG	2020-07-17	437,185	794,439	0.618005	0.690192	0.240929	0.06888
ACTG	2020-07-24	684,573	1,282,792	0.60292	0.861163	0.117213	0.021624
ACTG	2020-07-31	268,068	679,498	0.447286	0.811058	0.162073	0.026868
ACTG	2020-08-07	239,875	718,283	0.392692	0.732418	0.21913	0.048452
ACTG	2020-08-14	338,617	1,079,300	0.380296	0.797291	0.157149	0.045561
ACTG	2020-08-21	243,747	702,823	0.420381	0.728883	0.169409	0.101708
ACTG	2020-08-28	331,749	712,955	0.494555	0.719895	0.156607	0.123498
ACTG	2020-09-04	210,549	443,655	0.503807	0.633637	0.237773	0.12859
ACTG	2020-09-11	171,998	414,734	0.551805	0.771861	0.157113	0.071026
ACTG	2020-09-18	168,563	272,367	0.590197	0.764538	0.174641	0.060821
ACTG	2020-09-25	314,093	647,360	0.569959	0.686376	0.252975	0.060649
ACTG	2020-10-02	197,542	529,039	0.510617	0.774389	0.171805	0.053805
ACTG	2020-10-09	289,523	587,288	0.552133	0.592802	0.351929	0.055269
ACTG	2020-10-16	117,459	457,484	0.372837	0.798441	0.153593	0.047966
ACTG	2020-10-23	134,809	436,819	0.267223	0.801742	0.118814	0.079445
ACTG	2020-10-30	95,206	453,771	0.418335	0.677729	0.268451	0.05382
ACTG	2020-11-06	267,306	523,263	0.475887	0.713476	0.135798	0.150725
ACTG	2020-11-13	221,647	1,047,463	0.44515	0.582555	0.230958	0.186486
ACTG	2020-11-20	148,831	452,940	0.370715	0.74819	0.101129	0.150681
ACTG	2020-11-27	177,250	430,419	0.316528	0.87032	0.082646	0.047035
ACTG	2020-12-04	574,868	1,350,758	0.414776	0.840583	0.118349	0.041067
ACTG	2020-12-11	388,510	914,825	0.482247	0.78518	0.185582	0.029238
ACTG	2020-12-18	580,393	1,913,810	0.346172	0.824736	0.129828	0.045436
ACTG	2020-12-25	396,498	1,150,269	0.46165	0.855424	0.118459	0.026117
ACTG	2021-01-01	287,128	889,431	0.389979	0.777356	0.182406	0.040238
ACTG	2021-01-08	554,745	1,625,762	0.424487	0.819304	0.128014	0.052682
ACTG	2021-01-15	2,819,788	5,190,839	0.52809	0.861496	0.117753	0.020751
ACTG	2021-01-22	1,590,883	5,290,244	0.429487	0.794782	0.193687	0.011531
ACTG	2021-01-29	987,900	3,961,483	0.323984	0.80109	0.177246	0.021663
ACTG	2021-02-05	2,352,682	7,893,716	0.348597	0.745133	0.233606	0.021261
ACTG	2021-02-12	1,985,255	6,233,092	0.333884	0.777637	0.211675	0.010688

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