Split (1)

train · 2.55M 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	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
ACU	2020-06-12	44,226	70,531	0.68168	0.784019	0.166127	0.049854
ACU	2020-06-19	23,503	45,746	0.628891	0.88224	0.108179	0.009581
ACU	2020-06-26	18,056	37,072	0.58823	0.963423	0.027215	0.009362
ACU	2020-07-03	20,267	47,632	0.474995	0.887105	0.103137	0.009758
ACU	2020-07-10	11,409	31,602	0.399513	0.935962	0.064038	0
ACU	2020-07-17	35,950	66,164	0.556737	0.912528	0.081419	0.006053
ACU	2020-07-24	27,448	44,793	0.656785	0.94778	0.040283	0.011938
ACU	2020-07-31	13,736	37,373	0.422658	0.907613	0.092247	0.00014
ACU	2020-08-07	14,883	28,608	0.440507	0.961966	0.035428	0.002606
ACU	2020-08-14	19,062	29,848	0.623806	0.909663	0.075959	0.014378
ACU	2020-08-21	11,013	22,476	0.671145	0.919876	0.070588	0.009536
ACU	2020-08-28	15,476	30,217	0.450129	0.873135	0.058874	0.067991
ACU	2020-09-04	31,747	54,164	0.623502	0.827759	0.117724	0.054517
ACU	2020-09-11	12,020	22,662	0.55238	0.923801	0.069413	0.006786
ACU	2020-09-18	20,405	42,758	0.576815	0.838315	0.116797	0.044888
ACU	2020-09-25	11,516	25,296	0.476986	0.928978	0.062457	0.008564
ACU	2020-10-02	17,113	33,049	0.534551	0.871993	0.121598	0.006409
ACU	2020-10-09	20,125	46,470	0.509394	0.828981	0.161874	0.009145
ACU	2020-10-16	9,120	28,388	0.442947	0.844353	0.133373	0.022274
ACU	2020-10-23	34,652	70,672	0.569184	0.752679	0.227112	0.020209
ACU	2020-10-30	20,318	37,509	0.659135	0.891213	0.098229	0.010558
ACU	2020-11-06	22,639	60,587	0.41368	0.728407	0.213886	0.057707
ACU	2020-11-13	15,117	34,192	0.506328	0.743177	0.194498	0.062324
ACU	2020-11-20	164,877	312,316	0.532183	0.807357	0.188562	0.004082
ACU	2020-11-27	15,094	42,656	0.296705	0.742787	0.257213	0
ACU	2020-12-04	35,191	90,688	0.503621	0.790927	0.192654	0.016419
ACU	2020-12-11	33,022	105,329	0.443939	0.751136	0.23274	0.016125
ACU	2020-12-18	36,532	110,926	0.401787	0.805926	0.173794	0.02028
ACU	2020-12-25	8,283	21,518	0.563357	0.741399	0.198179	0.060421
ACU	2021-01-01	36,483	89,151	0.494582	0.786725	0.200965	0.01231
ACU	2021-01-08	18,005	44,953	0.441458	0.889539	0.103938	0.006523
ACU	2021-01-15	27,057	64,757	0.513939	0.893937	0.102017	0.004045
ACU	2021-01-22	28,525	63,842	0.496937	0.839993	0.159901	0.000105
ACU	2021-01-29	38,918	95,437	0.443141	0.900468	0.099045	0.000487
ACU	2021-02-05	24,631	53,846	0.5149	0.760391	0.237177	0.002433
ACU	2021-02-12	26,754	47,594	0.546129	0.852871	0.146191	0.000937
ACU	2021-02-19	15,625	33,540	0.619925	0.850207	0.133322	0.016471
ACU	2021-02-26	32,705	76,255	0.413231	0.811829	0.158752	0.029418
ACU	2021-03-05	28,612	62,165	0.534576	0.75021	0.248106	0.001684
ACU	2021-03-12	36,831	66,058	0.642913	0.831757	0.149971	0.018272
ACU	2021-03-19	30,246	52,914	0.628838	0.814207	0.177968	0.007825
ACU	2021-03-26	28,619	62,134	0.618884	0.856998	0.128002	0.015001
ACU	2021-04-02	15,438	37,378	0.491262	0.689925	0.306577	0.003497
ACU	2021-04-09	37,191	80,570	0.52104	0.768694	0.227161	0.004145
ACU	2021-04-16	43,929	76,401	0.506067	0.936305	0.059025	0.004669
ACU	2021-04-23	267,224	483,230	0.587773	0.815924	0.168791	0.015285
ACU	2021-04-30	78,350	144,987	0.596443	0.885723	0.111136	0.00314

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