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	2019-05-17	442,906	804,064	0.472789	0.655183	0.291148	0.053669
ACIU	2019-05-24	182,065	388,465	0.606068	0.687212	0.217341	0.095446
ACIU	2019-05-31	153,537	336,062	0.564534	0.677111	0.246468	0.076421
ACIU	2019-06-07	83,265	197,513	0.437575	0.652577	0.284851	0.062572
ACIU	2019-06-14	311,562	575,903	0.550195	0.719342	0.216081	0.064577
ACIU	2019-06-21	131,685	248,810	0.533991	0.746774	0.218351	0.034875
ACIU	2019-06-28	92,100	210,066	0.416316	0.788878	0.151444	0.059678
ACIU	2019-07-05	81,377	166,824	0.458459	0.746654	0.209329	0.044016
ACIU	2019-07-12	193,350	305,554	0.506492	0.708446	0.2175	0.074054
ACIU	2019-07-19	148,793	236,504	0.627582	0.638523	0.292346	0.069131
ACIU	2019-07-26	71,736	144,509	0.516005	0.742506	0.187132	0.070363
ACIU	2019-08-02	113,707	234,796	0.540645	0.765593	0.178638	0.05577
ACIU	2019-08-09	103,418	432,234	0.490206	0.692971	0.226422	0.080607
ACIU	2019-08-16	264,877	486,228	0.483273	0.68945	0.25774	0.05281
ACIU	2019-08-23	75,415	222,634	0.40884	0.582403	0.368731	0.048866
ACIU	2019-08-30	84,225	441,664	0.448219	0.672083	0.232269	0.095648
ACIU	2019-09-06	41,585	96,210	0.539186	0.624188	0.261983	0.11383
ACIU	2019-09-13	67,789	1,206,303	0.37217	0.76137	0.151423	0.087206
ACIU	2019-09-20	51,868	549,724	0.499702	0.684821	0.260456	0.054723
ACIU	2019-09-27	118,360	223,197	0.545045	0.741918	0.217708	0.040375
ACIU	2019-10-04	57,655	141,739	0.543487	0.691948	0.196163	0.111889
ACIU	2019-10-11	94,835	180,687	0.503277	0.823085	0.159831	0.017084
ACIU	2019-10-18	44,069	81,248	0.550943	0.694789	0.138705	0.166505
ACIU	2019-10-25	215,610	396,397	0.558987	0.742286	0.155293	0.10242
ACIU	2019-11-01	72,450	170,757	0.544379	0.648975	0.215046	0.135979
ACIU	2019-11-08	73,522	121,351	0.636576	0.658559	0.292968	0.048472
ACIU	2019-11-15	143,320	345,859	0.568609	0.715499	0.238732	0.045769
ACIU	2019-11-22	191,883	435,936	0.536386	0.720049	0.213427	0.066524
ACIU	2019-11-29	90,008	246,978	0.387984	0.695866	0.196068	0.108065
ACIU	2019-12-06	218,686	440,688	0.587171	0.631617	0.281757	0.086626
ACIU	2019-12-13	147,812	295,960	0.542303	0.508193	0.311357	0.18045
ACIU	2019-12-20	215,613	420,671	0.53062	0.42896	0.365435	0.205605
ACIU	2019-12-27	94,801	202,731	0.430409	0.550708	0.290586	0.158706
ACIU	2020-01-03	234,864	509,195	0.495802	0.594178	0.30726	0.098562
ACIU	2020-01-10	311,821	595,230	0.474448	0.685344	0.250273	0.064383
ACIU	2020-01-17	236,946	468,886	0.510221	0.56664	0.233517	0.199843
ACIU	2020-01-24	102,662	194,624	0.555822	0.652196	0.278936	0.068868
ACIU	2020-01-31	162,251	319,871	0.486772	0.519077	0.22703	0.253894
ACIU	2020-02-07	229,840	484,814	0.458019	0.528179	0.361903	0.109918
ACIU	2020-02-14	210,503	683,620	0.339329	0.577928	0.333068	0.089004
ACIU	2020-02-21	144,389	408,053	0.369335	0.66512	0.238328	0.096551
ACIU	2020-02-28	73,471	423,116	0.18975	0.547206	0.376777	0.076017
ACIU	2020-03-06	135,344	362,895	0.376516	0.570354	0.272408	0.157238
ACIU	2020-03-13	128,079	440,339	0.329724	0.646378	0.207101	0.146521
ACIU	2020-03-20	256,445	543,443	0.505321	0.674303	0.263368	0.062329
ACIU	2020-03-27	339,690	498,557	0.706403	0.575942	0.34509	0.078968
ACIU	2020-04-03	283,364	546,974	0.51373	0.641346	0.281789	0.076865
ACIU	2020-04-10	174,398	485,287	0.523324	0.582188	0.341308	0.076504
ACIU	2020-04-17	113,534	259,901	0.468308	0.551034	0.336287	0.112679
ACIU	2020-04-24	106,313	254,605	0.450045	0.478148	0.342998	0.178854
ACIU	2020-05-01	130,781	248,642	0.560393	0.543582	0.320713	0.135706
ACIU	2020-05-08	104,438	186,000	0.542418	0.624776	0.259935	0.115288
ACIU	2020-05-15	157,536	389,414	0.49013	0.562746	0.361174	0.07608
ACIU	2020-05-22	69,492	168,047	0.468786	0.454998	0.415148	0.129854
ACIU	2020-05-29	83,686	190,886	0.431932	0.420227	0.468908	0.110865
ACIU	2020-06-05	115,727	225,906	0.598673	0.618828	0.238849	0.142322
ACIU	2020-06-12	109,668	303,785	0.40413	0.590463	0.194325	0.215212
ACIU	2020-06-19	66,310	181,283	0.387506	0.645574	0.241939	0.112487
ACIU	2020-06-26	60,162	162,493	0.487386	0.561103	0.28987	0.149027
ACIU	2020-07-03	43,768	98,282	0.476385	0.474807	0.397787	0.127407
ACIU	2020-07-10	97,401	194,505	0.518219	0.581393	0.28806	0.130547
ACIU	2020-07-17	20,923,906	33,987,350	0.601052	0.611011	0.282655	0.106334
ACIU	2020-07-24	1,274,562	2,048,190	0.678545	0.718776	0.241177	0.040047
ACIU	2020-07-31	1,307,482	2,106,296	0.658489	0.67983	0.275767	0.044403
ACIU	2020-08-07	844,961	1,209,046	0.712102	0.646622	0.314442	0.038935
ACIU	2020-08-14	827,070	1,225,683	0.704878	0.60803	0.339825	0.052145
ACIU	2020-08-21	439,538	1,033,780	0.471349	0.510146	0.293169	0.196685
ACIU	2020-08-28	324,559	692,566	0.460551	0.45893	0.386539	0.154531
ACIU	2020-09-04	374,151	776,750	0.47005	0.574752	0.336125	0.089123
ACIU	2020-09-11	308,024	657,462	0.479241	0.629189	0.29968	0.071131
ACIU	2020-09-18	305,821	764,435	0.501856	0.572195	0.355445	0.07236
ACIU	2020-09-25	2,452,031	6,192,902	0.631369	0.699342	0.270071	0.030587
ACIU	2020-10-02	623,982	1,084,588	0.632046	0.635541	0.325788	0.038672
ACIU	2020-10-09	313,413	787,005	0.486504	0.620709	0.341543	0.037748
ACIU	2020-10-16	444,110	1,040,566	0.630766	0.690624	0.263245	0.046131
ACIU	2020-10-23	377,460	686,130	0.585363	0.755378	0.193651	0.050971
ACIU	2020-10-30	267,760	535,070	0.529294	0.673324	0.269715	0.056961
ACIU	2020-11-06	1,582,322	2,988,391	0.593803	0.628583	0.238505	0.132912
ACIU	2020-11-13	322,085	586,204	0.651982	0.591808	0.224574	0.183618
ACIU	2020-11-20	248,961	436,326	0.663862	0.697284	0.221826	0.08089
ACIU	2020-11-27	130,740	295,521	0.493542	0.736287	0.212479	0.051234
ACIU	2020-12-04	200,188	949,480	0.49656	0.71035	0.228293	0.061357
ACIU	2020-12-11	379,366	776,009	0.513344	0.761682	0.170176	0.068141
ACIU	2020-12-18	365,776	2,035,079	0.499025	0.700263	0.227041	0.072696
ACIU	2020-12-25	145,068	320,690	0.477756	0.698299	0.229583	0.072117
ACIU	2021-01-01	421,404	631,462	0.673774	0.786195	0.162213	0.051592
ACIU	2021-01-08	147,305	356,296	0.487342	0.708527	0.206499	0.084974
ACIU	2021-01-15	734,369	3,217,038	0.563222	0.788275	0.169172	0.042553
ACIU	2021-01-22	228,264	423,281	0.569851	0.773828	0.172801	0.053371
ACIU	2021-01-29	361,154	838,739	0.440842	0.750204	0.206725	0.04307
ACIU	2021-02-05	1,772,898	3,207,632	0.573036	0.751759	0.227401	0.020841
ACIU	2021-02-12	10,940,081	20,175,607	0.631762	0.815237	0.159679	0.025083
ACIU	2021-02-19	2,227,193	4,174,274	0.622196	0.858646	0.122002	0.019352
ACIU	2021-02-26	1,303,016	2,382,312	0.596244	0.717245	0.20045	0.082304
ACIU	2021-03-05	611,357	1,192,989	0.614635	0.712957	0.248099	0.038944
ACIU	2021-03-12	459,721	1,081,448	0.552551	0.710455	0.248121	0.041424
ACIU	2021-03-19	431,171	844,173	0.541079	0.720123	0.239189	0.040688
ACIU	2021-03-26	230,985	721,818	0.353684	0.748376	0.199105	0.052519
ACIU	2021-04-02	274,018	831,948	0.471173	0.807357	0.153019	0.039625
ACIU	2021-04-09	191,718	585,439	0.410087	0.776144	0.155659	0.068197

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