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
AB	2017-05-05	2,150,175	3,990,598	0.544002	0.756452	0.229683	0.013865
AB	2017-05-12	1,354,133	2,215,701	0.651834	0.720964	0.270704	0.008331
AB	2017-05-19	1,461,922	2,425,197	0.617004	0.609805	0.381283	0.008912
AB	2017-05-26	1,165,731	2,779,330	0.483176	0.600748	0.333364	0.065888
AB	2017-06-02	1,384,652	2,884,954	0.534032	0.652998	0.330167	0.016834
AB	2017-06-09	822,416	1,648,282	0.520624	0.614442	0.369642	0.015916
AB	2017-06-16	702,726	1,400,007	0.567933	0.561331	0.42577	0.012899
AB	2017-06-23	548,164	1,371,357	0.497803	0.514053	0.471666	0.014281
AB	2017-06-30	557,819	1,077,065	0.554175	0.548417	0.435459	0.016124
AB	2017-07-07	371,972	767,965	0.575453	0.461264	0.531642	0.007094
AB	2017-07-14	554,502	1,041,927	0.547226	0.673796	0.31754	0.008664
AB	2017-07-21	495,595	812,581	0.607195	0.674896	0.308651	0.016452
AB	2017-07-28	618,059	1,392,591	0.478798	0.674264	0.318655	0.007082
AB	2017-08-04	540,348	1,136,331	0.555123	0.686902	0.304976	0.008121
AB	2017-08-11	529,296	1,241,102	0.489635	0.64499	0.341389	0.013621
AB	2017-08-18	338,041	832,020	0.409265	0.676779	0.314628	0.008593
AB	2017-08-25	456,038	905,653	0.448215	0.710812	0.283415	0.005774
AB	2017-09-01	324,981	656,770	0.427387	0.754172	0.241465	0.004363
AB	2017-09-08	343,174	700,023	0.472836	0.680514	0.307733	0.011752
AB	2017-09-15	476,909	1,012,487	0.499498	0.734382	0.258022	0.007597
AB	2017-09-22	392,249	799,234	0.558	0.670953	0.308582	0.020465
AB	2017-09-29	541,162	974,152	0.559783	0.682221	0.26174	0.056039
AB	2017-10-06	298,301	792,936	0.429869	0.788792	0.193461	0.017747
AB	2017-10-13	392,456	688,253	0.598823	0.700272	0.257701	0.042027
AB	2017-10-20	380,550	733,664	0.541249	0.730017	0.260129	0.009854
AB	2017-10-27	590,299	1,185,831	0.540339	0.712649	0.278629	0.008722
AB	2017-11-03	553,485	1,096,810	0.533817	0.745623	0.245135	0.009242
AB	2017-11-10	416,342	965,671	0.506096	0.658991	0.333733	0.007276
AB	2017-11-17	397,262	850,344	0.539907	0.708192	0.276702	0.015106
AB	2017-11-24	223,777	474,164	0.573938	0.638352	0.352372	0.009277
AB	2017-12-01	547,101	1,146,275	0.527219	0.593786	0.39986	0.006354
AB	2017-12-08	421,494	919,248	0.451196	0.822466	0.173622	0.003912
AB	2017-12-15	727,655	2,189,661	0.372447	0.657497	0.338806	0.003697
AB	2017-12-22	282,432	891,946	0.397381	0.784511	0.20961	0.005879
AB	2017-12-29	247,615	587,155	0.521332	0.808162	0.190339	0.001499
AB	2018-01-05	382,825	929,411	0.428686	0.77198	0.177827	0.050193
AB	2018-01-12	740,373	1,660,091	0.448395	0.630074	0.357084	0.012842
AB	2018-01-19	515,316	993,706	0.538868	0.71358	0.234763	0.051657
AB	2018-01-26	299,811	655,438	0.410352	0.752446	0.239059	0.008496
AB	2018-02-02	512,795	1,150,039	0.495059	0.707819	0.284328	0.007852
AB	2018-02-09	518,913	1,487,400	0.396083	0.686464	0.303602	0.009934
AB	2018-02-16	747,862	1,967,714	0.382482	0.662609	0.331257	0.006134
AB	2018-02-23	673,896	1,431,946	0.502514	0.701992	0.289675	0.008334
AB	2018-03-02	585,924	1,263,579	0.50958	0.712315	0.275393	0.012291
AB	2018-03-09	736,906	1,554,825	0.543595	0.659157	0.240273	0.10057
AB	2018-03-16	546,326	1,268,461	0.456582	0.679653	0.224587	0.09576
AB	2018-03-23	616,015	1,158,528	0.487711	0.691425	0.293	0.015575
AB	2018-03-30	527,607	952,297	0.555481	0.668932	0.321418	0.00965
AB	2018-04-06	594,684	1,128,415	0.518805	0.717984	0.273032	0.008984
AB	2018-04-13	659,448	1,261,118	0.560722	0.686604	0.302293	0.011103
AB	2018-04-20	424,742	909,783	0.487954	0.768621	0.219385	0.011993
AB	2018-04-27	710,411	1,359,609	0.545054	0.670531	0.256656	0.072814
AB	2018-05-04	815,313	1,511,572	0.525019	0.761616	0.233126	0.005257
AB	2018-05-11	721,014	1,786,106	0.431546	0.700448	0.294899	0.004653
AB	2018-05-18	578,520	1,994,007	0.410817	0.62993	0.360215	0.009855
AB	2018-05-25	723,099	1,732,776	0.476203	0.556866	0.426337	0.016797
AB	2018-06-01	520,784	993,091	0.518108	0.677591	0.316615	0.005794
AB	2018-06-08	571,031	1,338,361	0.47949	0.706353	0.279827	0.01382
AB	2018-06-15	599,525	1,455,919	0.462836	0.681453	0.30474	0.013807
AB	2018-06-22	418,681	966,308	0.442225	0.604078	0.38453	0.011392
AB	2018-06-29	485,414	1,063,597	0.410817	0.494295	0.498705	0.007
AB	2018-07-06	311,663	711,629	0.421941	0.682233	0.302306	0.015461
AB	2018-07-13	337,780	785,092	0.466798	0.636066	0.354799	0.009135
AB	2018-07-20	420,388	798,635	0.537212	0.715037	0.275595	0.009368
AB	2018-07-27	862,634	1,671,686	0.482601	0.731654	0.264849	0.003497
AB	2018-08-03	1,104,017	2,499,066	0.478611	0.769297	0.225545	0.005158
AB	2018-08-10	484,842	1,082,791	0.478947	0.747748	0.241054	0.011198
AB	2018-08-17	422,049	1,049,897	0.4755	0.687619	0.305122	0.007258
AB	2018-08-24	540,565	1,086,757	0.608187	0.655591	0.338723	0.005686
AB	2018-08-31	491,781	1,167,184	0.51935	0.71842	0.274062	0.007518
AB	2018-09-07	366,484	671,478	0.59384	0.709998	0.283287	0.006715
AB	2018-09-14	429,175	1,027,103	0.630637	0.644158	0.345857	0.009985
AB	2018-09-21	470,238	948,673	0.59376	0.694874	0.289276	0.01585
AB	2018-09-28	371,885	774,106	0.537828	0.674752	0.317999	0.00725
AB	2018-10-05	458,849	924,591	0.524129	0.56	0.434975	0.005025
AB	2018-10-12	806,396	1,462,292	0.583441	0.610102	0.383155	0.006743
AB	2018-10-19	990,874	1,808,436	0.653062	0.643168	0.349607	0.007224
AB	2018-10-26	1,104,319	2,008,702	0.599318	0.65496	0.339014	0.006026
AB	2018-11-02	1,069,683	1,758,534	0.641514	0.639034	0.355935	0.00503
AB	2018-11-09	676,671	1,210,585	0.605177	0.517262	0.430775	0.051963
AB	2018-11-16	914,670	1,386,718	0.694129	0.49404	0.451503	0.054457
AB	2018-11-23	460,388	791,781	0.61553	0.50244	0.484589	0.012971
AB	2018-11-30	542,502	1,086,905	0.547103	0.61744	0.365344	0.017216
AB	2018-12-07	1,364,164	2,832,024	0.51577	0.575089	0.417097	0.007814
AB	2018-12-14	1,652,131	3,895,004	0.540715	0.49068	0.486036	0.023284
AB	2018-12-21	1,254,401	2,882,110	0.550619	0.42702	0.552185	0.020795
AB	2018-12-28	909,999	2,126,316	0.441117	0.486826	0.498969	0.014205
AB	2019-01-04	1,140,186	1,910,403	0.700736	0.565083	0.421615	0.013303
AB	2019-01-11	1,149,714	2,000,036	0.638816	0.543681	0.434793	0.021526
AB	2019-01-18	814,368	1,541,658	0.659721	0.559077	0.428613	0.012311
AB	2019-01-25	612,264	1,101,841	0.614294	0.557027	0.431959	0.011013
AB	2019-02-01	544,458	1,196,267	0.476299	0.621585	0.367152	0.011263
AB	2019-02-08	618,287	1,301,919	0.553509	0.575262	0.397865	0.026873
AB	2019-02-15	1,177,279	2,329,145	0.640561	0.609996	0.374183	0.01582
AB	2019-02-22	809,373	1,492,994	0.616201	0.6813	0.264638	0.054062
AB	2019-03-01	564,264	1,083,676	0.618951	0.678964	0.287363	0.033673
AB	2019-03-08	758,589	1,353,982	0.630576	0.646499	0.33808	0.01542
AB	2019-03-15	415,995	930,731	0.641695	0.648138	0.332241	0.01962
AB	2019-03-22	729,449	1,175,471	0.696985	0.670525	0.308474	0.021002
AB	2019-03-29	548,289	875,451	0.65835	0.727706	0.265225	0.007068

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