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
ZNTL	2020-06-26	381,962	711,410	0.571822	0.642756	0.320683	0.03656
ZNTL	2020-07-03	164,213	338,620	0.652267	0.709693	0.251311	0.038996
ZNTL	2020-07-10	208,496	308,452	0.713227	0.673235	0.261032	0.065733
ZNTL	2020-07-17	160,865	233,511	0.741563	0.649747	0.27537	0.074883
ZNTL	2020-07-24	180,247	231,210	0.719589	0.731315	0.21744	0.051245
ZNTL	2020-07-31	520,866	1,009,326	0.65835	0.719288	0.223507	0.057205
ZNTL	2020-08-07	155,559	314,412	0.642218	0.562311	0.346793	0.090896
ZNTL	2020-08-14	152,393	248,031	0.658956	0.646546	0.274679	0.078775
ZNTL	2020-08-21	125,933	204,836	0.663866	0.574592	0.234163	0.191245
ZNTL	2020-08-28	350,129	524,699	0.584848	0.624782	0.229927	0.145291
ZNTL	2020-09-04	277,427	587,834	0.564171	0.630479	0.274084	0.095437
ZNTL	2020-09-11	98,506	173,331	0.696329	0.595242	0.353556	0.051202
ZNTL	2020-09-18	203,760	298,593	0.693851	0.650498	0.306458	0.043044
ZNTL	2020-09-25	311,947	404,505	0.809254	0.676498	0.29002	0.033482
ZNTL	2020-10-02	310,678	486,496	0.707768	0.659869	0.293112	0.047019
ZNTL	2020-10-09	210,939	388,395	0.735816	0.570257	0.364722	0.065021
ZNTL	2020-10-16	232,194	497,611	0.724409	0.644721	0.287948	0.067331
ZNTL	2020-10-23	274,183	590,568	0.746286	0.733404	0.233672	0.032924
ZNTL	2020-10-30	291,476	700,164	0.696775	0.635342	0.326012	0.038646
ZNTL	2020-11-06	305,926	721,308	0.540982	0.557101	0.34834	0.094559
ZNTL	2020-11-13	255,712	892,037	0.538191	0.602778	0.258959	0.138263
ZNTL	2020-11-20	238,819	641,679	0.537892	0.671817	0.278309	0.049874
ZNTL	2020-11-27	302,507	665,864	0.509302	0.553605	0.401017	0.045377
ZNTL	2020-12-04	437,489	825,730	0.561152	0.626023	0.332088	0.041889
ZNTL	2020-12-11	440,501	1,101,745	0.49976	0.608218	0.325131	0.066651
ZNTL	2020-12-18	710,985	1,677,003	0.533966	0.608351	0.337433	0.054216
ZNTL	2020-12-25	405,654	757,483	0.621116	0.617637	0.337224	0.045139
ZNTL	2021-01-01	273,454	383,130	0.693294	0.650979	0.293153	0.055868
ZNTL	2021-01-08	505,644	1,121,538	0.528589	0.653189	0.310767	0.036044
ZNTL	2021-01-15	394,939	753,334	0.646046	0.725626	0.226423	0.047951
ZNTL	2021-01-22	481,332	697,218	0.653509	0.698606	0.253045	0.048348
ZNTL	2021-01-29	393,704	997,775	0.647892	0.636914	0.311467	0.051619
ZNTL	2021-02-05	253,251	379,475	0.663234	0.68046	0.265736	0.053804
ZNTL	2021-02-12	253,687	438,708	0.596378	0.641183	0.322853	0.035964
ZNTL	2021-02-19	238,023	709,678	0.602395	0.697285	0.246561	0.056154
ZNTL	2021-02-26	359,840	758,313	0.61557	0.662787	0.237872	0.09934
ZNTL	2021-03-05	505,493	888,393	0.652129	0.629187	0.324831	0.045982
ZNTL	2021-03-12	459,871	584,409	0.807233	0.535057	0.396928	0.068015
ZNTL	2021-03-19	477,707	595,460	0.824101	0.671266	0.27057	0.058164
ZNTL	2021-03-26	476,986	666,632	0.734723	0.622198	0.297981	0.079821
ZNTL	2021-04-02	230,916	307,978	0.693176	0.597465	0.343308	0.059227
ZNTL	2021-04-09	508,911	927,732	0.564149	0.630505	0.304877	0.064618
ZNTL	2021-04-16	859,081	1,693,697	0.595023	0.67909	0.285707	0.035203
ZNTL	2021-04-23	422,629	643,988	0.679772	0.584846	0.372972	0.042182
ZNTL	2021-04-30	566,132	989,190	0.650138	0.722477	0.216865	0.060658
ZNTL	2021-05-07	686,010	1,068,845	0.670801	0.626633	0.22517	0.148197
ZNTL	2021-05-14	558,215	874,783	0.70955	0.574137	0.233334	0.192529
ZNTL	2021-05-21	568,366	817,003	0.674275	0.737318	0.22895	0.033732
ZNTL	2021-05-28	330,873	758,452	0.578892	0.604408	0.350839	0.044753
ZNTL	2021-06-04	254,479	418,623	0.589046	0.680575	0.260157	0.059268
ZNTL	2021-06-11	471,255	979,410	0.545539	0.723148	0.227681	0.049171
ZNTL	2021-06-18	325,729	810,728	0.501733	0.692327	0.256562	0.051111
ZNTL	2021-06-25	271,949	856,307	0.488844	0.646879	0.283592	0.069529
ZNTL	2021-07-02	617,821	1,445,047	0.519317	0.588614	0.317715	0.093671
ZNTL	2021-07-09	297,266	566,920	0.569436	0.607803	0.335037	0.05716
ZNTL	2021-07-16	299,721	568,280	0.600564	0.611144	0.293662	0.095194
ZNTL	2021-07-23	416,489	624,223	0.700299	0.651395	0.279046	0.069559
ZNTL	2021-07-30	425,757	581,786	0.688263	0.708879	0.242332	0.048789
ZNTL	2021-08-06	206,262	344,997	0.577169	0.685998	0.252219	0.061783
ZNTL	2021-08-13	308,347	410,970	0.761311	0.704427	0.220095	0.075477
ZNTL	2021-08-20	226,378	459,598	0.698215	0.701855	0.256868	0.041277
ZNTL	2021-08-27	346,817	689,979	0.577714	0.671208	0.280169	0.048622
ZNTL	2021-09-03	337,475	623,421	0.567563	0.679737	0.273292	0.046971
ZNTL	2021-09-10	250,724	484,396	0.686007	0.61833	0.275572	0.106098
ZNTL	2021-09-17	413,776	685,970	0.662776	0.603833	0.313213	0.082954
ZNTL	2021-09-24	513,777	768,766	0.699944	0.712783	0.236121	0.051097
ZNTL	2021-10-01	355,930	474,511	0.753069	0.718431	0.244569	0.037
ZNTL	2021-10-08	414,992	626,369	0.755021	0.725123	0.238035	0.036841
ZNTL	2021-10-15	369,245	538,053	0.709507	0.632067	0.328107	0.039826
ZNTL	2021-10-22	289,754	367,760	0.73455	0.561347	0.397708	0.040945
ZNTL	2021-10-29	171,291	287,185	0.650229	0.550733	0.317596	0.131671
ZNTL	2021-11-05	270,560	473,586	0.697544	0.602971	0.321414	0.075616
ZNTL	2021-11-12	493,783	612,733	0.793769	0.723431	0.185476	0.091093
ZNTL	2021-11-19	267,837	472,231	0.739701	0.629165	0.295507	0.075327
ZNTL	2021-11-26	235,439	308,829	0.831306	0.626496	0.322677	0.050827
ZNTL	2021-12-03	598,225	899,359	0.716906	0.602471	0.295931	0.101597
ZNTL	2021-12-10	322,843	507,668	0.67703	0.610787	0.301116	0.088097
ZNTL	2021-12-17	596,072	883,603	0.678342	0.685484	0.251315	0.063201
ZNTL	2021-12-24	247,541	535,882	0.502533	0.496996	0.322089	0.180915
ZNTL	2021-12-31	234,142	399,905	0.598587	0.634027	0.3077	0.058273
ZNTL	2022-01-07	431,183	642,131	0.704362	0.629296	0.326119	0.044585
ZNTL	2022-01-14	408,959	589,837	0.754336	0.582273	0.349091	0.068635
ZNTL	2022-01-21	364,912	512,991	0.726501	0.610822	0.349299	0.039879
ZNTL	2022-01-28	575,346	768,876	0.724454	0.579701	0.352829	0.06747
ZNTL	2022-02-04	577,685	739,051	0.773494	0.692834	0.270246	0.03692
ZNTL	2022-02-11	380,849	611,929	0.64933	0.5754	0.392486	0.032115
ZNTL	2022-02-18	561,942	879,941	0.686038	0.656498	0.273151	0.07035
ZNTL	2022-02-25	491,389	677,063	0.709341	0.594359	0.353132	0.052509
ZNTL	2022-03-04	508,591	673,840	0.706941	0.658757	0.307809	0.033434
ZNTL	2022-03-11	649,225	807,434	0.747321	0.671091	0.2719	0.057009
ZNTL	2022-03-18	791,493	1,233,167	0.731237	0.66853	0.293018	0.038452
ZNTL	2022-03-25	466,148	624,673	0.730729	0.669482	0.274496	0.056021
ZNTL	2022-04-01	563,757	827,671	0.74916	0.658689	0.296387	0.044924
ZNTL	2022-04-08	2,462,584	3,762,291	0.667484	0.723577	0.246572	0.029851
ZNTL	2022-04-15	2,026,855	3,778,442	0.526539	0.674566	0.294475	0.030959
ZNTL	2022-04-22	782,227	1,346,213	0.671882	0.629328	0.341767	0.028905
ZNTL	2022-04-29	2,184,499	3,304,677	0.683421	0.721459	0.247444	0.031098
ZNTL	2022-05-06	1,162,415	1,706,912	0.732314	0.720225	0.241095	0.03868
ZNTL	2022-05-13	1,254,070	2,018,110	0.623432	0.645036	0.314565	0.040399
ZNTL	2022-05-20	3,091,992	4,386,809	0.774205	0.622778	0.33554	0.041682

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