Split (1)

train · 2.57M 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
ADC	2014-01-17	75,762	224,223	0.339301	0.35241	0.623587	0.024002
ADC	2014-01-24	78,634	217,165	0.330461	0.360499	0.630172	0.009328
ADC	2014-01-31	93,530	201,107	0.463989	0.317321	0.67457	0.008109
ADC	2014-02-07	128,912	227,680	0.53669	0.326428	0.661443	0.012129
ADC	2014-02-14	66,954	176,150	0.388688	0.232183	0.740636	0.027181
ADC	2014-02-21	79,272	173,212	0.406853	0.358476	0.632249	0.009274
ADC	2014-02-28	90,981	231,635	0.4105	0.271893	0.657675	0.070432
ADC	2014-03-07	125,377	294,592	0.445668	0.242474	0.749882	0.007644
ADC	2014-03-14	82,441	183,288	0.516327	0.280832	0.713229	0.005938
ADC	2014-03-21	97,786	203,167	0.44055	0.321807	0.674608	0.003585
ADC	2014-03-28	64,666	195,360	0.29608	0.198396	0.79492	0.006684
ADC	2014-04-04	80,901	205,209	0.384512	0.224851	0.766937	0.008212
ADC	2014-04-11	79,182	264,699	0.290086	0.192887	0.786398	0.020715
ADC	2014-04-18	54,147	171,908	0.292221	0.347131	0.646602	0.006267
ADC	2014-04-25	92,951	299,418	0.314981	0.194387	0.796166	0.009447
ADC	2014-05-02	101,055	210,871	0.550748	0.248731	0.734148	0.017121
ADC	2014-05-09	108,470	226,318	0.486242	0.194967	0.746501	0.058532
ADC	2014-05-16	98,439	188,131	0.539609	0.202703	0.743198	0.0541
ADC	2014-05-23	119,508	222,942	0.507558	0.338113	0.657782	0.004106
ADC	2014-05-30	70,000	162,917	0.396365	0.172771	0.812043	0.015185
ADC	2014-06-06	59,585	140,828	0.389658	0.185961	0.80983	0.004209
ADC	2014-06-13	46,742	115,891	0.418432	0.372518	0.621636	0.005847
ADC	2014-06-20	107,533	198,532	0.449868	0.326716	0.66648	0.006804
ADC	2014-06-27	81,751	183,436	0.477979	0.303937	0.691497	0.004566
ADC	2014-07-04	54,696	125,444	0.353764	0.295285	0.689578	0.015137
ADC	2014-07-11	56,845	176,965	0.348954	0.253795	0.741768	0.004437
ADC	2014-07-18	72,850	143,588	0.565508	0.19371	0.772606	0.033684
ADC	2014-07-25	58,183	106,246	0.474796	0.330735	0.66256	0.006705
ADC	2014-08-01	88,938	200,446	0.372258	0.436943	0.561307	0.00175
ADC	2014-08-08	84,414	192,984	0.412042	0.34423	0.653336	0.002434
ADC	2014-08-15	65,874	127,605	0.50784	0.336861	0.660547	0.002592
ADC	2014-08-22	46,059	100,199	0.464621	0.281361	0.714052	0.004586
ADC	2014-08-29	57,992	195,048	0.314739	0.39591	0.603319	0.000771
ADC	2014-09-05	59,976	174,123	0.376935	0.372959	0.620909	0.006132
ADC	2014-09-12	160,824	328,345	0.456394	0.460646	0.50441	0.034944
ADC	2014-09-19	172,960	283,933	0.555388	0.383266	0.61201	0.004724
ADC	2014-09-26	121,893	262,900	0.498506	0.368035	0.611619	0.020347
ADC	2014-10-03	126,644	304,772	0.484523	0.371688	0.62201	0.006302
ADC	2014-10-10	184,359	574,000	0.368845	0.277234	0.712576	0.01019
ADC	2014-10-17	138,901	291,506	0.458921	0.274439	0.710418	0.015143
ADC	2014-10-24	67,152	196,263	0.33813	0.231911	0.758829	0.00926
ADC	2014-10-31	110,388	329,176	0.33028	0.221077	0.748875	0.030048
ADC	2014-11-07	84,001	215,098	0.365682	0.298061	0.692949	0.008991
ADC	2014-11-14	41,155	123,057	0.356996	0.289312	0.700547	0.010141
ADC	2014-11-21	61,540	129,071	0.478557	0.424273	0.568345	0.007383
ADC	2014-11-28	37,687	129,897	0.297733	0.282008	0.709676	0.008316
ADC	2014-12-05	376,057	1,163,548	0.366998	0.274842	0.720577	0.004582
ADC	2014-12-12	154,352	510,232	0.299736	0.276055	0.705252	0.018693
ADC	2014-12-19	228,148	615,835	0.315345	0.355142	0.633892	0.010966
ADC	2014-12-26	69,095	215,737	0.336637	0.297717	0.610331	0.091952
ADC	2015-01-02	90,955	184,329	0.442422	0.364328	0.632448	0.003224
ADC	2015-01-09	252,996	657,240	0.398337	0.416933	0.567573	0.015494
ADC	2015-01-16	479,476	1,214,347	0.427655	0.446553	0.529019	0.024428
ADC	2015-01-23	274,451	803,834	0.454532	0.40985	0.572414	0.017735
ADC	2015-01-30	177,655	820,432	0.310943	0.282636	0.64004	0.077325
ADC	2015-02-06	143,631	655,813	0.294375	0.303571	0.680069	0.016359
ADC	2015-02-13	87,396	247,921	0.396012	0.224781	0.765991	0.009228
ADC	2015-02-20	78,544	247,933	0.353702	0.242026	0.739819	0.018155
ADC	2015-02-27	144,872	348,449	0.424147	0.296932	0.697225	0.005843
ADC	2015-03-06	150,134	357,599	0.484488	0.288198	0.668153	0.043649
ADC	2015-03-13	105,247	292,156	0.369945	0.286401	0.648516	0.065082
ADC	2015-03-20	156,519	379,661	0.45733	0.330006	0.658758	0.011236
ADC	2015-03-27	169,880	444,771	0.372843	0.319321	0.674456	0.006222
ADC	2015-04-03	72,956	204,589	0.400707	0.280215	0.711736	0.008049
ADC	2015-04-10	190,187	459,135	0.323052	0.408629	0.589545	0.001827
ADC	2015-04-17	103,661	257,670	0.38917	0.300315	0.697653	0.002032
ADC	2015-04-24	62,971	229,559	0.350118	0.383105	0.575573	0.041322
ADC	2015-05-01	181,484	347,472	0.523533	0.423545	0.538511	0.037944
ADC	2015-05-08	113,069	227,172	0.473495	0.279859	0.71511	0.005032
ADC	2015-05-15	169,404	296,368	0.476825	0.508225	0.48228	0.009496
ADC	2015-05-22	142,306	341,744	0.352465	0.406896	0.587582	0.005521
ADC	2015-05-29	87,646	234,014	0.451319	0.375182	0.608495	0.016323
ADC	2015-06-05	120,613	318,650	0.41691	0.43823	0.541691	0.020078
ADC	2015-06-12	132,012	281,919	0.468076	0.434617	0.540047	0.025335
ADC	2015-06-19	280,274	472,406	0.42838	0.522611	0.471352	0.006037
ADC	2015-06-26	199,576	475,919	0.423915	0.429822	0.565694	0.004485
ADC	2015-07-03	141,304	364,326	0.468913	0.46835	0.519819	0.01183
ADC	2015-07-10	148,063	446,398	0.359114	0.21524	0.777769	0.006991
ADC	2015-07-17	150,281	373,851	0.388944	0.426952	0.559762	0.013286
ADC	2015-07-24	110,297	231,189	0.511262	0.32618	0.665038	0.008783
ADC	2015-07-31	181,700	350,864	0.508626	0.409698	0.576462	0.013841
ADC	2015-08-07	128,285	322,087	0.464086	0.380365	0.615161	0.004474
ADC	2015-08-14	186,019	442,598	0.38083	0.305459	0.675546	0.018995
ADC	2015-08-21	104,242	336,544	0.259451	0.284567	0.670659	0.044773
ADC	2015-08-28	311,221	623,741	0.465922	0.424988	0.543066	0.031946
ADC	2015-09-04	202,451	398,716	0.516588	0.380872	0.580263	0.038865
ADC	2015-09-11	91,886	245,600	0.407875	0.464945	0.527019	0.008035
ADC	2015-09-18	195,552	383,400	0.529224	0.451746	0.53469	0.013564
ADC	2015-09-25	870,308	1,015,358	0.598022	0.576896	0.406069	0.017035
ADC	2015-10-02	175,686	403,311	0.46446	0.316748	0.654154	0.029098
ADC	2015-10-09	124,512	313,289	0.41133	0.368167	0.612634	0.019199
ADC	2015-10-16	120,502	325,747	0.440626	0.335005	0.626509	0.038486
ADC	2015-10-23	138,238	421,614	0.306076	0.465944	0.520489	0.013566
ADC	2015-10-30	191,012	390,251	0.458059	0.337013	0.643059	0.019928
ADC	2015-11-06	187,999	369,948	0.501743	0.373779	0.569974	0.056247
ADC	2015-11-13	216,760	418,809	0.560114	0.479668	0.450103	0.070229
ADC	2015-11-20	105,490	245,918	0.414409	0.382859	0.586437	0.030704
ADC	2015-11-27	83,650	149,284	0.50172	0.431087	0.556365	0.012549
ADC	2015-12-04	132,540	306,879	0.462007	0.460982	0.502526	0.036492
ADC	2015-12-11	435,892	1,415,342	0.386204	0.38367	0.579012	0.037318

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