Split (1)

train · 2.56M 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
ACU	2018-07-13	12,074	20,110	0.524624	0.896009	0.099707	0.004284
ACU	2018-07-20	6,456	14,105	0.422784	null	null	null
ACU	2018-07-27	11,415	26,690	0.428432	0.840127	0.159873	0
ACU	2018-08-03	18,407	33,623	0.52118	0.959239	0.040761	0
ACU	2018-08-10	2,729	9,869	0.222595	0.977515	0.022485	0
ACU	2018-08-17	12,485	32,180	0.523357	0.937943	0.05597	0.006086
ACU	2018-08-24	4,827	10,985	0.543757	0.919196	0.080804	0
ACU	2018-08-31	3,793	6,712	0.64554	0.982353	0.017647	0
ACU	2018-09-07	2,132	5,478	0.650506	0.96118	0.03882	0
ACU	2018-09-14	5,415	15,983	0.434427	0.916355	0.083645	0
ACU	2018-09-21	4,044	9,575	0.498953	0.824087	0.175913	0
ACU	2018-09-28	2,362	8,098	0.259492	null	null	null
ACU	2018-10-05	7,035	18,109	0.526678	0.757953	0.236972	0.005075
ACU	2018-10-12	3,787	9,946	0.518401	0.737945	0.246895	0.015161
ACU	2018-10-19	8,844	16,936	0.515323	0.904876	0.002365	0.092758
ACU	2018-10-26	31,170	77,257	0.433716	0.761241	0.23774	0.001019
ACU	2018-11-02	33,209	64,553	0.547581	0.837247	0.160714	0.002039
ACU	2018-11-09	16,212	58,907	0.297358	0.847665	0.068454	0.083881
ACU	2018-11-16	14,351	46,269	0.399793	0.844613	0.070259	0.085129
ACU	2018-11-23	15,158	32,966	0.467392	0.951901	0.048099	0
ACU	2018-11-30	24,984	55,043	0.410179	0.865097	0.128481	0.006422
ACU	2018-12-07	37,045	77,390	0.552214	0.897344	0.097675	0.004982
ACU	2018-12-14	26,478	73,141	0.591246	0.832878	0.164908	0.002215
ACU	2018-12-21	30,234	54,724	0.507673	0.940699	0.055336	0.003965
ACU	2018-12-28	39,258	89,230	0.35053	0.926734	0.065389	0.007877
ACU	2019-01-04	25,320	49,314	0.596619	0.829528	0.169242	0.00123
ACU	2019-01-11	7,909	18,132	0.474174	0.747156	0.013308	0.239536
ACU	2019-01-18	25,467	48,925	0.47319	0.963634	0.036366	0
ACU	2019-01-25	4,027	10,453	0.421887	0.933744	0.065961	0.000295
ACU	2019-02-01	3,784	10,402	0.428335	0.910406	0.089594	0
ACU	2019-02-08	6,298	17,707	0.260255	0.993744	0.006256	0
ACU	2019-02-15	16,017	23,746	0.675261	0.852731	0.147269	0
ACU	2019-02-22	6,530	16,590	0.436452	0.950033	0.035092	0.014874
ACU	2019-03-01	3,861	14,705	0.244199	null	null	null
ACU	2019-03-08	26,167	49,483	0.556977	0.951749	0.048251	0
ACU	2019-03-15	20,087	37,281	0.666672	0.881444	0.115057	0.0035
ACU	2019-03-22	12,589	61,144	0.328267	0.942615	0.057385	0
ACU	2019-03-29	19,099	83,521	0.345408	0.910971	0.067778	0.021251
ACU	2019-04-05	31,133	72,985	0.452427	0.891321	0.102757	0.005923
ACU	2019-04-12	36,398	93,255	0.491272	0.924469	0.071301	0.004229
ACU	2019-04-19	20,887	49,522	0.479431	0.936854	0.059831	0.003314
ACU	2019-04-26	104,077	204,585	0.555456	0.885523	0.112146	0.002332
ACU	2019-05-03	67,588	133,012	0.634666	0.864735	0.13182	0.003445
ACU	2019-05-10	55,329	104,995	0.50279	0.845166	0.149196	0.005637
ACU	2019-05-17	18,753	64,304	0.487176	0.852745	0.135691	0.011564
ACU	2019-05-24	25,581	76,517	0.492847	0.743859	0.249131	0.007011
ACU	2019-05-31	37,083	69,912	0.537076	0.907627	0.092229	0.000144
ACU	2019-06-07	37,521	74,642	0.614494	0.899708	0.094468	0.005824
ACU	2019-06-14	39,599	79,965	0.626044	0.896903	0.094782	0.008315
ACU	2019-06-21	15,473	43,647	0.496065	0.933507	0.058375	0.008118
ACU	2019-06-28	27,615	68,455	0.561447	0.747537	0.214194	0.03827
ACU	2019-07-05	21,312	38,943	0.482983	0.912842	0.080003	0.007155
ACU	2019-07-12	11,262	20,790	0.472951	0.970894	0.025544	0.003561
ACU	2019-07-19	36,392	73,262	0.5734	0.908521	0.078418	0.013061
ACU	2019-07-26	23,144	46,138	0.668176	0.925315	0.054516	0.020168
ACU	2019-08-02	22,363	37,571	0.672049	0.880332	0.095268	0.024399
ACU	2019-08-09	9,463	18,988	0.705939	0.769066	0.222092	0.008842
ACU	2019-08-16	32,614	66,759	0.684759	0.890246	0.090142	0.019612
ACU	2019-08-23	16,341	28,003	0.667395	0.888505	0.105233	0.006262
ACU	2019-08-30	14,097	24,422	0.626369	0.9193	0.062784	0.017917
ACU	2019-09-06	21,099	40,604	0.548029	0.895194	0.072137	0.032668
ACU	2019-09-13	10,117	25,044	0.598495	0.854285	0.123998	0.021717
ACU	2019-09-20	16,772	30,720	0.62664	0.848083	0.11447	0.037447
ACU	2019-09-27	6,421	13,909	0.653016	0.873776	0.125905	0.000319
ACU	2019-10-04	7,708	13,222	0.623052	0.948721	0.051279	0
ACU	2019-10-11	4,353	9,801	0.466928	0.853804	0.146196	0
ACU	2019-10-18	6,878	11,892	0.519342	0.868577	0.107981	0.023442
ACU	2019-10-25	10,720	19,689	0.652448	0.908036	0.059912	0.032052
ACU	2019-11-01	11,764	17,256	0.646535	0.882978	0.06005	0.056972
ACU	2019-11-08	4,670	8,286	0.73897	0.950711	0.049289	0
ACU	2019-11-15	3,969	14,026	0.413807	0.81913	0.18087	0
ACU	2019-11-22	14,070	33,742	0.374033	0.975523	0.024477	0
ACU	2019-11-29	9,938	18,885	0.432419	0.890801	0.032276	0.076923
ACU	2019-12-06	14,441	31,874	0.540811	0.762082	0.237918	0
ACU	2019-12-13	10,699	13,496	0.690344	0.924287	0.064651	0.011062
ACU	2019-12-20	5,397	11,118	0.427343	0.945937	0.054063	0
ACU	2019-12-27	4,837	14,261	0.397685	0.932189	0.067811	0
ACU	2020-01-03	11,197	20,426	0.481562	0.808614	0.191386	0
ACU	2020-01-10	19,415	52,951	0.389345	0.87799	0.111468	0.010542
ACU	2020-01-17	20,730	50,350	0.300854	0.917767	0.07077	0.011463
ACU	2020-01-24	8,864	20,951	0.566758	0.916708	0.057114	0.026178
ACU	2020-01-31	10,908	30,537	0.471615	0.878729	0.055794	0.065477
ACU	2020-02-07	9,473	22,193	0.562897	0.805187	0.194813	0
ACU	2020-02-14	18,762	28,803	0.65822	0.773748	0.226252	0
ACU	2020-02-21	8,291	39,477	0.525579	0.925077	0.074923	0
ACU	2020-02-28	33,998	63,782	0.424686	0.927685	0.061135	0.011179
ACU	2020-03-06	37,639	54,941	0.655232	0.725029	0.217403	0.057568
ACU	2020-03-13	50,518	80,056	0.661678	0.834978	0.08984	0.075183
ACU	2020-03-20	28,106	55,203	0.485146	0.857724	0.131965	0.010311
ACU	2020-03-27	22,828	42,926	0.561248	0.910246	0.086436	0.003318
ACU	2020-04-03	23,600	43,484	0.598734	0.83548	0.16155	0.00297
ACU	2020-04-10	33,741	73,961	0.524012	0.895153	0.103001	0.001845
ACU	2020-04-17	31,335	60,093	0.635534	0.834963	0.160897	0.004139
ACU	2020-04-24	34,347	65,050	0.518793	0.893219	0.081278	0.025503
ACU	2020-05-01	62,557	102,514	0.597571	0.825932	0.13192	0.042147
ACU	2020-05-08	48,322	68,567	0.77123	0.896644	0.092157	0.0112
ACU	2020-05-15	27,652	61,327	0.390828	0.929056	0.069627	0.001316
ACU	2020-05-22	30,223	70,280	0.435399	0.855514	0.122219	0.022268
ACU	2020-05-29	37,433	83,696	0.473943	0.952191	0.047467	0.000342
ACU	2020-06-05	26,190	77,600	0.42169	0.928864	0.050417	0.020718

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