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
ACHV	2021-01-01	232,049	471,789	0.594931	0.761144	0.190281	0.048575
ACHV	2021-01-08	349,500	703,751	0.522394	0.767953	0.197637	0.03441
ACHV	2021-01-15	390,173	779,820	0.613769	0.787588	0.184219	0.028194
ACHV	2021-01-22	3,442,160	5,749,009	0.632873	0.777496	0.204807	0.017697
ACHV	2021-01-29	564,715	1,348,704	0.547238	0.790475	0.18464	0.024885
ACHV	2021-02-05	378,429	767,015	0.558979	0.77795	0.206544	0.015506
ACHV	2021-02-12	368,970	779,066	0.549636	0.812514	0.166477	0.02101
ACHV	2021-02-19	114,642	376,662	0.420384	0.849025	0.107291	0.043684
ACHV	2021-02-26	378,135	768,373	0.495182	0.740571	0.148482	0.110947
ACHV	2021-03-05	340,417	599,313	0.591816	0.795316	0.170489	0.034195
ACHV	2021-03-12	226,370	451,158	0.529712	0.853471	0.117518	0.029011
ACHV	2021-03-19	150,528	367,183	0.495409	0.754062	0.184596	0.061342
ACHV	2021-03-26	74,059	167,359	0.558875	0.783934	0.153527	0.062539
ACHV	2021-04-02	61,948	122,754	0.454497	0.729682	0.211743	0.058575
ACHV	2021-04-09	60,456	145,759	0.488615	0.797716	0.147526	0.054758
ACHV	2021-04-16	92,887	276,466	0.442685	0.800059	0.130209	0.069733
ACHV	2021-04-23	161,699	282,728	0.567945	0.870718	0.09919	0.030092
ACHV	2021-04-30	89,213	163,634	0.63939	0.829614	0.135583	0.034803
ACHV	2021-05-07	105,436	198,090	0.511651	0.755842	0.131919	0.112239
ACHV	2021-05-14	119,131	267,407	0.597964	0.62671	0.215763	0.157527
ACHV	2021-05-21	118,877	175,218	0.708105	0.842033	0.132242	0.025725
ACHV	2021-05-28	944,791	1,949,843	0.561658	0.864948	0.112848	0.022204
ACHV	2021-06-04	289,682	598,751	0.445986	0.808006	0.16356	0.028434
ACHV	2021-06-11	184,798	428,287	0.440106	0.79818	0.15355	0.04827
ACHV	2021-06-18	221,827	577,867	0.454126	0.685722	0.227126	0.087151
ACHV	2021-06-25	927,615	2,119,901	0.50126	0.84981	0.115207	0.034983
ACHV	2021-07-02	1,176,022	2,112,552	0.610671	0.767101	0.153641	0.079258
ACHV	2021-07-09	197,594	461,289	0.612579	0.815438	0.15227	0.032292
ACHV	2021-07-16	353,073	695,890	0.626361	0.75819	0.17417	0.06764
ACHV	2021-07-23	478,410	987,494	0.596894	0.814179	0.166843	0.018977
ACHV	2021-07-30	198,549	328,916	0.671307	0.814829	0.143131	0.04204
ACHV	2021-08-06	130,321	277,906	0.485261	0.75437	0.194825	0.050805
ACHV	2021-08-13	845,021	1,474,994	0.596603	0.835995	0.125023	0.038982
ACHV	2021-08-20	300,631	474,831	0.70177	0.828438	0.138233	0.033329
ACHV	2021-08-27	202,945	504,471	0.521972	0.792451	0.173159	0.03439
ACHV	2021-09-03	91,940	278,048	0.547753	0.832832	0.113365	0.053803
ACHV	2021-09-10	87,809	206,072	0.574439	0.713417	0.168942	0.117642
ACHV	2021-09-17	165,582	330,415	0.565856	0.843918	0.107925	0.048157
ACHV	2021-09-24	369,577	652,303	0.570643	0.88045	0.093292	0.026259
ACHV	2021-10-01	272,611	526,094	0.545036	0.802795	0.160958	0.036247
ACHV	2021-10-08	133,970	282,934	0.487499	0.826869	0.147037	0.026093
ACHV	2021-10-15	71,492	162,342	0.453637	0.822938	0.134901	0.042161
ACHV	2021-10-22	117,531	224,318	0.559917	0.732497	0.239685	0.027818
ACHV	2021-10-29	89,000	160,078	0.573427	0.740717	0.145154	0.11413
ACHV	2021-11-05	123,254	218,219	0.600328	0.773666	0.197401	0.028933
ACHV	2021-11-12	130,724	217,543	0.638644	0.829824	0.150375	0.019802
ACHV	2021-11-19	103,033	216,487	0.591492	0.750349	0.22892	0.020731
ACHV	2021-11-26	49,518	139,533	0.437641	0.71364	0.236149	0.050211
ACHV	2021-12-03	89,203	220,193	0.451664	0.776613	0.222572	0.000815
ACHV	2021-12-10	87,483	189,922	0.569077	0.849721	0.137097	0.013182
ACHV	2021-12-17	96,690	253,729	0.436901	0.71968	0.278196	0.002123
ACHV	2021-12-24	103,820	298,930	0.538162	0.739975	0.226215	0.033809
ACHV	2021-12-31	80,649	256,054	0.49066	0.777535	0.217334	0.005131
ACHV	2022-01-07	60,973	215,592	0.361849	0.844014	0.144682	0.011304
ACHV	2022-01-14	29,839	121,774	0.446288	0.588186	0.409456	0.002358
ACHV	2022-01-21	32,383	108,859	0.347969	0.73177	0.21735	0.05088
ACHV	2022-01-28	57,015	221,581	0.383796	0.78723	0.150738	0.062033
ACHV	2022-02-04	31,486	99,680	0.362935	0.826674	0.127022	0.046304
ACHV	2022-02-11	16,757	71,664	0.22013	0.748671	0.21064	0.040689
ACHV	2022-02-18	21,997	66,303	0.412158	0.732751	0.245721	0.021528
ACHV	2022-02-25	14,062	57,048	0.375731	0.648744	0.288056	0.063199
ACHV	2022-03-04	26,054	129,865	0.320444	0.677263	0.269007	0.053729
ACHV	2022-03-11	52,813	192,636	0.304038	0.850355	0.114715	0.034929
ACHV	2022-03-18	44,589	135,343	0.443051	0.876775	0.095234	0.027991
ACHV	2022-03-25	11,291	56,160	0.291396	0.825734	0.107843	0.066424
ACHV	2022-04-01	21,064	80,491	0.352568	0.889489	0.073029	0.037481
ACHV	2022-04-08	44,274	290,737	0.328462	0.860418	0.100212	0.039371
ACHV	2022-04-15	51,811	121,278	0.488042	0.848264	0.110793	0.040943
ACHV	2022-04-22	45,923	128,453	0.425582	0.798407	0.169819	0.031775
ACHV	2022-04-29	776,302	1,796,653	0.463788	0.878845	0.099716	0.02144
ACHV	2022-05-06	82,389	205,102	0.411611	0.821732	0.134424	0.043844
ACHV	2022-05-13	71,277	196,044	0.489334	0.808987	0.124957	0.066057
ACHV	2022-05-20	36,373	105,127	0.350434	0.864334	0.08298	0.052686
ACHV	2022-05-27	24,700	86,790	0.471317	0.770029	0.1004	0.129571
ACHV	2022-06-03	17,947	67,436	0.304323	0.715705	0.205019	0.079276
ACHV	2022-06-10	13,045	63,744	0.329331	0.744591	0.168464	0.086945
ACHV	2022-06-17	27,307	123,885	0.292274	0.7203	0.197427	0.082273
ACHV	2022-06-24	29,691	144,373	0.329665	0.908861	0.041299	0.04984
ACHV	2022-07-01	14,704	83,390	0.311672	0.80326	0.043337	0.153404
ACHV	2022-07-08	17,200	94,592	0.346276	0.81981	0.060561	0.119629
ACHV	2022-07-15	18,417	107,567	0.288976	0.723296	0.174632	0.102072
ACHV	2022-07-22	15,165	54,841	0.31106	0.815734	0.131556	0.05271
ACHV	2022-07-29	15,024	68,956	0.346082	0.742563	0.182806	0.07463
ACHV	2022-08-05	8,937	73,741	0.227387	0.899227	0.040858	0.059915
ACHV	2022-08-12	42,703	176,468	0.319976	0.949912	0.007647	0.042441
ACHV	2022-08-19	339,874	772,927	0.34563	0.911846	0.045701	0.042452
ACHV	2022-08-26	36,419	178,503	0.279556	0.836304	0.090369	0.073326
ACHV	2022-09-02	20,383	87,769	0.240796	0.783803	0.127561	0.088636
ACHV	2022-09-09	8,014	46,142	0.407839	0.727244	0.187101	0.085654
ACHV	2022-09-16	15,670	88,501	0.317029	0.863108	0.069056	0.067837
ACHV	2022-09-23	25,837	111,823	0.229129	0.893326	0.082273	0.0244
ACHV	2022-09-30	35,258	134,047	0.438045	0.758171	0.127138	0.114692
ACHV	2022-10-07	15,109	48,214	0.367553	0.811412	0.042085	0.146503
ACHV	2022-10-14	9,133	148,281	0.177973	0.657418	0.121287	0.221295
ACHV	2022-10-21	20,144	138,488	0.195056	0.794887	0.128216	0.076897
ACHV	2022-10-28	7,216	126,010	0.154295	0.664342	0.138526	0.197132
ACHV	2022-11-04	21,196	117,734	0.247267	0.881591	0.042763	0.075646
ACHV	2022-11-11	34,435	146,406	0.260423	0.883291	0.039706	0.077003
ACHV	2022-11-18	252,960	575,824	0.455914	0.819422	0.113057	0.067521
ACHV	2022-11-25	334,803	720,138	0.542709	0.839957	0.124819	0.035224

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