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
ABEO	2017-06-30	768,952	1,205,824	0.634075	0.848474	0.132414	0.019112
ABEO	2017-07-07	862,588	1,563,817	0.564829	0.803549	0.179102	0.017349
ABEO	2017-07-14	2,335,329	3,593,304	0.673611	0.821992	0.156199	0.021809
ABEO	2017-07-21	1,306,876	2,170,937	0.690097	0.836062	0.140246	0.023692
ABEO	2017-07-28	893,336	2,257,380	0.574107	0.859612	0.116084	0.024304
ABEO	2017-08-04	889,637	1,786,473	0.560765	0.842012	0.145343	0.012645
ABEO	2017-08-11	662,802	993,655	0.717382	0.80306	0.181785	0.015155
ABEO	2017-08-18	1,411,592	2,108,063	0.704523	0.785413	0.192046	0.022541
ABEO	2017-08-25	1,463,371	2,538,230	0.676277	0.789046	0.18019	0.030764
ABEO	2017-09-01	3,971,418	7,838,258	0.54926	0.844314	0.142659	0.013027
ABEO	2017-09-08	2,163,788	3,695,202	0.631894	0.884366	0.102706	0.012928
ABEO	2017-09-15	1,995,780	4,681,438	0.567937	0.857126	0.127099	0.015776
ABEO	2017-09-22	2,008,513	4,305,651	0.512758	0.830554	0.155363	0.014084
ABEO	2017-09-29	2,319,696	4,417,121	0.559968	0.777416	0.13728	0.085304
ABEO	2017-10-06	1,691,165	2,638,516	0.665666	0.899347	0.088219	0.012434
ABEO	2017-10-13	3,797,161	7,238,530	0.598996	0.835725	0.10103	0.063245
ABEO	2017-10-20	3,586,797	6,030,871	0.610134	0.777353	0.200112	0.022535
ABEO	2017-10-27	1,992,225	3,630,449	0.606418	0.777588	0.183459	0.038953
ABEO	2017-11-03	1,131,878	2,319,482	0.565966	0.790135	0.188293	0.021572
ABEO	2017-11-10	1,507,886	3,337,184	0.54657	0.865167	0.118805	0.016028
ABEO	2017-11-17	938,168	2,121,326	0.515175	0.852333	0.132028	0.015639
ABEO	2017-11-24	583,533	1,494,886	0.484924	0.82209	0.157405	0.020505
ABEO	2017-12-01	1,159,595	2,400,517	0.638511	0.809131	0.178422	0.012447
ABEO	2017-12-08	961,357	1,767,184	0.5694	0.81523	0.169617	0.015153
ABEO	2017-12-15	1,309,904	1,972,385	0.646465	0.73794	0.248865	0.013196
ABEO	2017-12-22	1,152,015	2,194,404	0.560325	0.832335	0.150171	0.017494
ABEO	2017-12-29	464,333	819,611	0.585192	0.709328	0.276475	0.014196
ABEO	2018-01-05	793,711	1,391,045	0.592729	0.731791	0.175435	0.092774
ABEO	2018-01-12	754,000	1,353,270	0.641292	0.864717	0.122292	0.012992
ABEO	2018-01-19	861,613	1,250,128	0.714932	0.808174	0.098069	0.093757
ABEO	2018-01-26	1,633,354	2,999,053	0.617339	0.830721	0.158507	0.010771
ABEO	2018-02-02	1,868,961	3,422,498	0.638343	0.827983	0.161187	0.010829
ABEO	2018-02-09	3,550,659	6,258,197	0.634153	0.847948	0.139289	0.012763
ABEO	2018-02-16	4,317,105	6,727,481	0.653217	0.856004	0.130325	0.01367
ABEO	2018-02-23	2,092,234	3,369,015	0.663532	0.860961	0.121506	0.017533
ABEO	2018-03-02	1,549,045	2,609,530	0.694873	0.830212	0.143644	0.026144
ABEO	2018-03-09	2,170,144	3,382,320	0.6677	0.746112	0.133976	0.119912
ABEO	2018-03-16	1,544,919	2,556,130	0.644508	0.71827	0.121421	0.160309
ABEO	2018-03-23	1,440,715	2,237,550	0.670697	0.84054	0.14659	0.01287
ABEO	2018-03-30	1,282,661	1,880,579	0.731793	0.863021	0.114496	0.022482
ABEO	2018-04-06	1,239,227	1,771,386	0.707146	0.88171	0.101943	0.016347
ABEO	2018-04-13	2,622,757	4,847,856	0.61971	0.880281	0.098544	0.021175
ABEO	2018-04-20	1,698,097	3,892,894	0.531657	0.872681	0.114286	0.013033
ABEO	2018-04-27	2,254,706	3,708,544	0.68159	0.755443	0.112325	0.132232
ABEO	2018-05-04	1,110,375	1,961,409	0.74336	0.838397	0.151262	0.010342
ABEO	2018-05-11	927,180	1,343,726	0.702524	0.850976	0.136858	0.012166
ABEO	2018-05-18	2,692,841	4,560,101	0.64587	0.800258	0.175726	0.024017
ABEO	2018-05-25	2,371,139	4,423,047	0.578061	0.809567	0.17798	0.012453
ABEO	2018-06-01	1,230,755	2,256,598	0.666069	0.816375	0.164093	0.019531
ABEO	2018-06-08	2,029,108	4,385,021	0.54398	0.847053	0.140999	0.011948
ABEO	2018-06-15	1,266,233	2,127,781	0.640359	0.813643	0.16976	0.016597
ABEO	2018-06-22	1,188,374	2,409,711	0.5743	0.843459	0.140716	0.015825
ABEO	2018-06-29	1,092,351	1,654,170	0.69847	0.754315	0.236891	0.008794
ABEO	2018-07-06	582,599	1,169,602	0.538866	0.816549	0.176417	0.007034
ABEO	2018-07-13	1,401,622	2,540,006	0.635114	0.829632	0.158535	0.011833
ABEO	2018-07-20	724,506	1,358,717	0.567527	0.851886	0.140287	0.007827
ABEO	2018-07-27	1,134,209	1,838,944	0.652909	0.842917	0.143937	0.013147
ABEO	2018-08-03	940,385	1,385,878	0.677344	0.837106	0.148923	0.013971
ABEO	2018-08-10	552,333	978,341	0.677276	0.772163	0.213314	0.014523
ABEO	2018-08-17	835,619	1,561,346	0.667412	0.760972	0.225094	0.013934
ABEO	2018-08-24	445,299	1,036,255	0.544978	0.776824	0.202047	0.021129
ABEO	2018-08-31	818,618	1,327,535	0.692407	0.792513	0.183844	0.023643
ABEO	2018-09-07	623,166	1,173,252	0.608591	0.844244	0.142098	0.013658
ABEO	2018-09-14	644,423	1,243,044	0.740499	0.821832	0.159106	0.019062
ABEO	2018-09-21	1,343,288	2,096,740	0.708931	0.785345	0.197632	0.017023
ABEO	2018-09-28	829,139	1,388,063	0.613442	0.831392	0.158782	0.009825
ABEO	2018-10-05	1,152,335	1,599,184	0.746121	0.643309	0.350315	0.006377
ABEO	2018-10-12	1,305,341	2,279,178	0.639633	0.667824	0.320956	0.01122
ABEO	2018-10-19	929,596	1,808,130	0.588948	0.626745	0.355235	0.01802
ABEO	2018-10-26	906,325	1,951,912	0.629444	0.607088	0.362902	0.03001
ABEO	2018-11-02	1,004,450	1,434,034	0.711235	0.690593	0.277794	0.031613
ABEO	2018-11-09	926,118	1,775,646	0.61876	0.630947	0.295414	0.073638
ABEO	2018-11-16	1,213,028	2,364,819	0.596464	0.661651	0.249782	0.088567
ABEO	2018-11-23	541,498	965,397	0.63009	0.604234	0.360653	0.035113
ABEO	2018-11-30	718,288	1,358,774	0.581444	0.673553	0.300205	0.026242
ABEO	2018-12-07	830,125	1,542,678	0.608107	0.671109	0.303941	0.02495
ABEO	2018-12-14	1,355,115	2,203,868	0.657527	0.632867	0.339084	0.028049
ABEO	2018-12-21	1,452,760	2,251,761	0.741038	0.655046	0.314901	0.030052
ABEO	2018-12-28	539,256	1,406,275	0.554987	0.652014	0.322647	0.025339
ABEO	2019-01-04	583,354	995,204	0.661645	0.675505	0.304411	0.020084
ABEO	2019-01-11	506,533	1,068,183	0.599974	0.685727	0.2845	0.029772
ABEO	2019-01-18	325,862	625,672	0.552619	0.628086	0.3362	0.035714
ABEO	2019-01-25	413,485	629,506	0.757825	0.721919	0.259028	0.019053
ABEO	2019-02-01	596,754	1,186,660	0.640507	0.679918	0.294797	0.025285
ABEO	2019-02-08	959,640	1,654,753	0.708539	0.732876	0.238882	0.028242
ABEO	2019-02-15	437,389	861,204	0.559435	0.669506	0.280238	0.050256
ABEO	2019-02-22	305,929	551,882	0.626653	0.639581	0.230293	0.130126
ABEO	2019-03-01	949,588	1,664,976	0.712202	0.69164	0.254547	0.053813
ABEO	2019-03-08	939,862	1,415,025	0.680256	0.749103	0.229138	0.021759
ABEO	2019-03-15	490,478	760,593	0.697278	0.704086	0.262192	0.033722
ABEO	2019-03-22	761,992	1,241,779	0.667024	0.724386	0.249209	0.026406
ABEO	2019-03-29	452,422	697,997	0.723774	0.682573	0.286385	0.031042
ABEO	2019-04-05	428,048	792,768	0.717781	0.633724	0.338381	0.027895
ABEO	2019-04-12	570,238	1,097,184	0.726664	0.712785	0.251042	0.036173
ABEO	2019-04-19	892,344	1,682,646	0.699682	0.714506	0.237053	0.04844
ABEO	2019-04-26	505,936	980,394	0.693248	0.729806	0.226413	0.043781
ABEO	2019-05-03	621,727	1,145,845	0.71481	0.738012	0.186458	0.07553
ABEO	2019-05-10	558,564	1,238,682	0.70436	0.66283	0.216226	0.120944
ABEO	2019-05-17	784,192	1,646,430	0.698183	0.660325	0.271139	0.068536
ABEO	2019-05-24	532,458	965,916	0.623882	0.753924	0.192501	0.053574

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