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
AAON	2015-04-17	96,756	203,202	0.555881	0.678449	0.281968	0.039582
AAON	2015-04-24	206,081	334,505	0.647532	0.660323	0.274044	0.065633
AAON	2015-05-01	178,393	377,895	0.560652	0.58785	0.311348	0.100803
AAON	2015-05-08	276,901	780,002	0.546408	0.596853	0.362863	0.040284
AAON	2015-05-15	181,787	358,418	0.571711	0.63155	0.337475	0.030975
AAON	2015-05-22	210,459	398,332	0.575948	0.682211	0.289221	0.028569
AAON	2015-05-29	392,921	716,870	0.620309	0.710921	0.263022	0.026058
AAON	2015-06-05	158,046	314,660	0.667823	0.671276	0.304186	0.024538
AAON	2015-06-12	199,272	317,912	0.666376	0.622052	0.293071	0.084877
AAON	2015-06-19	163,515	267,102	0.632716	0.708481	0.275434	0.016085
AAON	2015-06-26	190,622	405,112	0.557276	0.690187	0.287917	0.021896
AAON	2015-07-03	132,352	447,684	0.476814	0.573382	0.371704	0.054914
AAON	2015-07-10	218,310	358,586	0.614848	0.659405	0.301759	0.038836
AAON	2015-07-17	160,354	285,697	0.642262	0.574505	0.417067	0.008428
AAON	2015-07-24	173,018	256,351	0.662639	0.669723	0.307299	0.022978
AAON	2015-07-31	144,022	400,973	0.484738	0.706598	0.269885	0.023517
AAON	2015-08-07	253,820	475,291	0.504954	0.595445	0.37659	0.027965
AAON	2015-08-14	188,566	341,407	0.593764	0.759533	0.220145	0.020322
AAON	2015-08-21	216,406	450,319	0.468999	0.718135	0.174439	0.107426
AAON	2015-08-28	236,787	438,588	0.561355	0.580486	0.325539	0.093975
AAON	2015-09-04	208,774	344,034	0.64253	0.591127	0.295444	0.113429
AAON	2015-09-11	200,964	307,552	0.67376	0.663545	0.300965	0.03549
AAON	2015-09-18	172,662	265,289	0.651697	0.696596	0.271904	0.0315
AAON	2015-09-25	183,054	343,405	0.605515	0.732621	0.214715	0.052664
AAON	2015-10-02	264,299	373,956	0.728106	0.706393	0.251422	0.042185
AAON	2015-10-09	118,554	192,888	0.576011	0.698706	0.266993	0.034301
AAON	2015-10-16	129,696	191,485	0.689347	0.733655	0.237492	0.028853
AAON	2015-10-23	128,672	228,115	0.640292	0.714123	0.27116	0.014717
AAON	2015-10-30	246,641	414,991	0.59388	0.769065	0.210713	0.020221
AAON	2015-11-06	509,000	908,304	0.582574	0.655816	0.243689	0.100495
AAON	2015-11-13	332,628	628,727	0.60467	0.712559	0.17952	0.107922
AAON	2015-11-20	119,130	491,124	0.375278	0.598823	0.333801	0.067377
AAON	2015-11-27	159,482	300,458	0.618786	0.793899	0.179498	0.026603
AAON	2015-12-04	234,956	437,973	0.572023	0.527476	0.438562	0.033962
AAON	2015-12-11	430,294	783,773	0.64553	0.525067	0.423847	0.051086
AAON	2015-12-18	279,418	449,007	0.617418	0.613494	0.318731	0.067775
AAON	2015-12-25	121,490	231,196	0.586806	0.694872	0.266718	0.03841
AAON	2016-01-01	172,757	385,613	0.564793	0.682371	0.278585	0.039044
AAON	2016-01-08	226,938	375,933	0.716221	0.570689	0.317623	0.111688
AAON	2016-01-15	207,920	452,703	0.571534	0.611458	0.340454	0.048088
AAON	2016-01-22	188,856	281,257	0.641981	0.680973	0.198245	0.120782
AAON	2016-01-29	215,326	382,399	0.592048	0.621266	0.341223	0.03751
AAON	2016-02-05	160,774	231,541	0.709457	0.586839	0.379069	0.034092
AAON	2016-02-12	143,438	249,495	0.641093	0.664601	0.276142	0.059257
AAON	2016-02-19	183,922	275,858	0.699168	0.805594	0.167912	0.026495
AAON	2016-02-26	383,904	649,062	0.678918	0.726192	0.247359	0.026449
AAON	2016-03-04	230,323	595,544	0.436259	0.671155	0.259213	0.069633
AAON	2016-03-11	255,425	592,305	0.504449	0.705505	0.231383	0.063113
AAON	2016-03-18	240,581	454,656	0.580483	0.598296	0.278493	0.123211
AAON	2016-03-25	310,931	415,181	0.743783	0.620586	0.210939	0.168475
AAON	2016-04-01	231,037	445,305	0.547113	0.555344	0.268404	0.176253
AAON	2016-04-08	390,005	985,798	0.424821	0.579263	0.184101	0.236636
AAON	2016-04-15	238,248	567,899	0.414449	0.643366	0.244781	0.111854
AAON	2016-04-22	179,038	399,973	0.487617	0.755257	0.191629	0.053114
AAON	2016-04-29	257,006	555,462	0.469518	0.696542	0.26575	0.037708
AAON	2016-05-06	284,789	549,729	0.551835	0.608467	0.304761	0.086772
AAON	2016-05-13	265,507	478,270	0.559365	0.752657	0.216068	0.031275
AAON	2016-05-20	184,267	419,618	0.508743	0.682137	0.254535	0.063328
AAON	2016-05-27	144,152	347,014	0.456901	0.644947	0.307521	0.047532
AAON	2016-06-03	139,060	317,231	0.480697	0.762035	0.13441	0.103556
AAON	2016-06-10	136,646	228,340	0.571768	0.692118	0.263331	0.044551
AAON	2016-06-17	207,789	369,021	0.564919	0.60745	0.249212	0.143339
AAON	2016-06-24	202,722	351,776	0.576895	0.753486	0.212064	0.03445
AAON	2016-07-01	281,756	469,740	0.606075	0.715484	0.20128	0.083236
AAON	2016-07-08	165,992	282,894	0.686056	0.68491	0.265536	0.049554
AAON	2016-07-15	110,876	268,694	0.472844	0.619438	0.315525	0.065037
AAON	2016-07-22	161,767	343,333	0.593416	0.613401	0.340917	0.045682
AAON	2016-07-29	99,198	266,466	0.422815	0.591548	0.349683	0.058769
AAON	2016-08-05	182,721	415,898	0.423673	0.545599	0.356385	0.098017
AAON	2016-08-12	126,666	306,897	0.402624	0.679331	0.228671	0.091998
AAON	2016-08-19	107,692	198,880	0.548122	0.765423	0.200546	0.034031
AAON	2016-08-26	83,495	143,004	0.589355	0.717244	0.230491	0.052265
AAON	2016-09-02	176,558	260,211	0.642271	0.656626	0.290629	0.052745
AAON	2016-09-09	157,323	215,144	0.738831	0.655935	0.305211	0.038854
AAON	2016-09-16	221,787	348,220	0.68935	0.613361	0.345796	0.040843
AAON	2016-09-23	210,285	286,134	0.727311	0.683315	0.2612	0.055485
AAON	2016-09-30	171,722	230,511	0.763525	0.777744	0.178045	0.044211
AAON	2016-10-07	388,484	523,013	0.719328	0.74189	0.187242	0.070868
AAON	2016-10-14	150,394	191,751	0.773736	0.650542	0.286475	0.062983
AAON	2016-10-21	131,834	263,905	0.571239	0.71295	0.217711	0.069338
AAON	2016-10-28	204,021	313,766	0.637884	0.757022	0.197831	0.045147
AAON	2016-11-04	301,397	398,376	0.80324	0.71138	0.245441	0.043179
AAON	2016-11-11	293,572	386,266	0.766162	0.739198	0.211973	0.04883
AAON	2016-11-18	259,564	391,966	0.705726	0.705439	0.216639	0.077922
AAON	2016-11-25	213,849	266,719	0.798876	0.744433	0.213906	0.041661
AAON	2016-12-02	225,227	321,189	0.73653	0.751519	0.142528	0.105953
AAON	2016-12-09	310,281	562,234	0.540081	0.860884	0.115706	0.02341
AAON	2016-12-16	273,936	456,425	0.654849	0.838216	0.122248	0.039536
AAON	2016-12-23	207,197	363,419	0.599853	0.829737	0.143541	0.026721
AAON	2016-12-30	130,378	168,051	0.816963	0.803531	0.15712	0.039349
AAON	2017-01-06	151,092	241,071	0.655073	0.770298	0.171483	0.058219
AAON	2017-01-13	253,413	428,593	0.741915	0.773692	0.162644	0.063664
AAON	2017-01-20	138,520	216,565	0.692993	0.810294	0.137463	0.052244
AAON	2017-01-27	237,765	355,573	0.803052	0.817243	0.148057	0.034699
AAON	2017-02-03	178,532	261,303	0.742055	0.761349	0.202287	0.036364
AAON	2017-02-10	200,075	302,479	0.702703	0.662237	0.208784	0.128979
AAON	2017-02-17	244,142	348,537	0.728992	0.795312	0.123818	0.08087
AAON	2017-02-24	451,609	636,181	0.674024	0.837377	0.133097	0.029526
AAON	2017-03-03	416,832	574,165	0.766376	0.811522	0.146068	0.04241
AAON	2017-03-10	338,027	631,354	0.726033	0.804764	0.1553	0.039935

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