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
ACIU	2017-06-16	31,375	66,773	0.514204	0.864597	0.097612	0.037791
ACIU	2017-06-23	31,261	55,187	0.442666	0.933455	0.064059	0.002486
ACIU	2017-06-30	31,245	72,998	0.427852	0.864475	0.12165	0.013875
ACIU	2017-07-07	11,736	41,994	0.310483	0.83795	0.151817	0.010233
ACIU	2017-07-14	20,559	49,650	0.446488	0.846956	0.122797	0.030246
ACIU	2017-07-21	30,909	97,003	0.50384	0.863387	0.13188	0.004733
ACIU	2017-07-28	14,903	30,600	0.359927	0.977867	0.006682	0.015451
ACIU	2017-08-04	43,051	118,771	0.49031	0.872556	0.101756	0.025688
ACIU	2017-08-11	49,582	111,304	0.515013	0.953716	0.036064	0.010221
ACIU	2017-08-18	36,953	71,520	0.556787	0.960399	0.034126	0.005475
ACIU	2017-08-25	43,690	91,408	0.364489	0.972457	0.009376	0.018167
ACIU	2017-09-01	61,191	880,914	0.385166	0.881006	0.093542	0.025452
ACIU	2017-09-08	108,061	312,719	0.466142	0.896434	0.069238	0.034327
ACIU	2017-09-15	84,918	246,082	0.496245	0.886121	0.100389	0.01349
ACIU	2017-09-22	144,960	253,296	0.494034	0.848232	0.142086	0.009682
ACIU	2017-09-29	71,239	308,117	0.540875	0.779542	0.165374	0.055084
ACIU	2017-10-06	115,501	233,642	0.588476	0.849772	0.138002	0.012226
ACIU	2017-10-13	117,301	261,079	0.563046	0.726089	0.219109	0.054802
ACIU	2017-10-20	49,553	103,398	0.63951	0.739029	0.222416	0.038555
ACIU	2017-10-27	53,808	92,053	0.749586	0.752994	0.2328	0.014206
ACIU	2017-11-03	145,573	333,940	0.558791	0.762283	0.134062	0.103656
ACIU	2017-11-10	101,487	234,166	0.529557	0.836703	0.160068	0.00323
ACIU	2017-11-17	257,295	471,428	0.483763	0.843329	0.143061	0.01361
ACIU	2017-11-24	111,036	149,573	0.738212	0.876397	0.119046	0.004557
ACIU	2017-12-01	235,674	280,324	0.665179	0.716069	0.279746	0.004185
ACIU	2017-12-08	211,022	404,428	0.5701	0.821945	0.171313	0.006741
ACIU	2017-12-15	187,248	359,287	0.512793	0.884917	0.106159	0.008925
ACIU	2017-12-22	389,869	572,344	0.600358	0.83881	0.140377	0.020813
ACIU	2017-12-29	92,004	185,404	0.571203	0.837427	0.161122	0.001451
ACIU	2018-01-05	53,856	138,462	0.578358	0.800428	0.12526	0.074312
ACIU	2018-01-12	123,139	206,908	0.573325	0.799381	0.197948	0.002672
ACIU	2018-01-19	27,865	92,676	0.468138	0.635598	0.303444	0.060958
ACIU	2018-01-26	16,437	72,616	0.386678	0.864305	0.135695	0
ACIU	2018-02-02	62,327	137,322	0.52527	0.882611	0.106493	0.010897
ACIU	2018-02-09	74,595	135,044	0.623427	0.846624	0.150396	0.00298
ACIU	2018-02-16	96,257	239,807	0.490062	0.765449	0.216169	0.018382
ACIU	2018-02-23	84,625	350,794	0.409892	0.635677	0.336648	0.027675
ACIU	2018-03-02	51,893	155,627	0.398509	0.708137	0.288475	0.003388
ACIU	2018-03-09	86,091	255,552	0.582742	0.589339	0.253497	0.157164
ACIU	2018-03-16	42,902	78,878	0.6372	0.684754	0.201902	0.113343
ACIU	2018-03-23	41,657	101,436	0.458643	0.893371	0.106461	0.000168
ACIU	2018-03-30	73,211	204,848	0.427013	0.875685	0.116556	0.007759
ACIU	2018-04-06	62,577	124,666	0.475321	0.845857	0.145342	0.008801
ACIU	2018-04-13	53,667	122,113	0.546829	0.857856	0.129837	0.012307
ACIU	2018-04-20	53,135	111,526	0.501922	0.842951	0.14535	0.011699
ACIU	2018-04-27	33,415	88,723	0.593951	0.665184	0.156024	0.178793
ACIU	2018-05-04	16,329	60,894	0.525695	0.803911	0.190897	0.005192
ACIU	2018-05-11	15,024	36,371	0.548547	0.784464	0.211668	0.003868
ACIU	2018-05-18	17,461	42,944	0.56771	0.836614	0.151096	0.01229
ACIU	2018-05-25	5,601	15,210	0.421679	0.949829	0.050171	0
ACIU	2018-06-01	21,083	61,082	0.41899	0.865834	0.088963	0.045203
ACIU	2018-06-08	34,155	107,423	0.450274	0.777822	0.215711	0.006466
ACIU	2018-06-15	23,872	56,294	0.359486	0.889532	0.105697	0.004771
ACIU	2018-06-22	14,980	93,829	0.415466	0.718847	0.281153	0
ACIU	2018-06-29	16,661	42,237	0.480564	0.659003	0.340997	0
ACIU	2018-07-06	193,396	955,830	0.379825	0.891299	0.084267	0.024434
ACIU	2018-07-13	363,721	951,879	0.387742	0.72328	0.269589	0.007131
ACIU	2018-07-20	571,315	1,764,190	0.48957	0.785692	0.202991	0.011317
ACIU	2018-07-27	641,330	2,036,545	0.447252	0.780313	0.204033	0.015654
ACIU	2018-08-03	158,584	547,330	0.422501	0.744156	0.243427	0.012416
ACIU	2018-08-10	155,707	283,261	0.594159	0.661737	0.333256	0.005007
ACIU	2018-08-17	106,188	231,774	0.545666	0.757447	0.230963	0.011589
ACIU	2018-08-24	40,034	153,003	0.35825	0.732242	0.267758	0
ACIU	2018-08-31	117,063	1,268,296	0.425098	0.714206	0.278707	0.007088
ACIU	2018-09-07	46,945	179,616	0.402686	0.607784	0.37499	0.017226
ACIU	2018-09-14	130,387	321,169	0.451508	0.748102	0.239574	0.012324
ACIU	2018-09-21	49,431	159,952	0.40324	0.617827	0.367495	0.014678
ACIU	2018-09-28	26,636	1,356,749	0.310146	0.650137	0.297555	0.052308
ACIU	2018-10-05	74,453	408,160	0.367708	0.746114	0.238459	0.015427
ACIU	2018-10-12	131,962	1,077,364	0.442982	0.711917	0.276012	0.012071
ACIU	2018-10-19	248,259	622,577	0.538697	0.782877	0.207809	0.009314
ACIU	2018-10-26	163,117	301,878	0.610337	0.650427	0.340459	0.009114
ACIU	2018-11-02	122,884	213,073	0.662665	0.744067	0.243089	0.012844
ACIU	2018-11-09	70,919	121,559	0.656339	0.620721	0.329421	0.049858
ACIU	2018-11-16	94,978	165,065	0.664836	0.541302	0.340582	0.118116
ACIU	2018-11-23	81,733	299,069	0.42689	0.691556	0.256044	0.0524
ACIU	2018-11-30	128,854	462,926	0.437875	0.684007	0.293446	0.022547
ACIU	2018-12-07	74,672	191,613	0.510643	0.643358	0.25093	0.105712
ACIU	2018-12-14	166,703	428,013	0.444862	0.640406	0.284147	0.075446
ACIU	2018-12-21	323,059	777,470	0.487464	0.673254	0.256368	0.070379
ACIU	2018-12-28	113,485	232,122	0.49874	0.63835	0.262744	0.098906
ACIU	2019-01-04	91,370	182,052	0.518321	0.576684	0.344947	0.078369
ACIU	2019-01-11	212,821	425,411	0.469997	0.599506	0.338905	0.061589
ACIU	2019-01-18	387,060	1,200,089	0.603676	0.763781	0.193603	0.042616
ACIU	2019-01-25	238,041	360,927	0.759527	0.632477	0.321227	0.046296
ACIU	2019-02-01	4,853,513	14,268,774	0.639573	0.711182	0.266506	0.022311
ACIU	2019-02-08	1,336,694	2,305,538	0.716504	0.774275	0.21268	0.013045
ACIU	2019-02-15	572,581	1,270,188	0.694256	0.750235	0.222357	0.027408
ACIU	2019-02-22	823,382	1,579,673	0.679343	0.734773	0.202141	0.063086
ACIU	2019-03-01	644,554	1,302,407	0.515851	0.782002	0.164649	0.053349
ACIU	2019-03-08	448,145	988,653	0.648662	0.709065	0.257897	0.033037
ACIU	2019-03-15	369,011	817,788	0.470877	0.829053	0.125619	0.045329
ACIU	2019-03-22	902,420	3,587,751	0.589225	0.770626	0.203838	0.025536
ACIU	2019-03-29	335,097	933,921	0.443906	0.71107	0.232858	0.056073
ACIU	2019-04-05	201,985	557,309	0.467272	0.690587	0.241474	0.067939
ACIU	2019-04-12	577,796	2,845,844	0.502528	0.715058	0.209082	0.07586
ACIU	2019-04-19	336,958	609,870	0.550706	0.7304	0.219246	0.050355
ACIU	2019-04-26	166,734	314,461	0.571281	0.528065	0.299448	0.172487
ACIU	2019-05-03	158,520	297,713	0.575686	0.651324	0.261928	0.086749
ACIU	2019-05-10	240,668	429,736	0.590527	0.616266	0.29256	0.091174

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