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	2021-05-07	39,350	91,033	0.530865	0.821548	0.104437	0.074015
ACU	2021-05-14	52,660	124,103	0.487069	0.81532	0.105135	0.079545
ACU	2021-05-21	53,076	107,607	0.472726	0.877702	0.108737	0.01356
ACU	2021-05-28	33,622	88,332	0.468294	0.863147	0.114243	0.022609
ACU	2021-06-04	12,180	36,689	0.442606	0.885272	0.091488	0.02324
ACU	2021-06-11	27,698	77,598	0.457333	0.854598	0.100335	0.045067
ACU	2021-06-18	37,217	84,317	0.540859	0.889412	0.047565	0.063023
ACU	2021-06-25	24,654	56,829	0.45816	0.902468	0.059225	0.038307
ACU	2021-07-02	23,254	55,018	0.528889	0.844649	0.093833	0.061518
ACU	2021-07-09	28,466	102,458	0.393746	0.822028	0.152296	0.025676
ACU	2021-07-16	52,415	94,574	0.538683	0.873464	0.070172	0.056364
ACU	2021-07-23	17,920	40,300	0.475247	0.709645	0.279376	0.010979
ACU	2021-07-30	12,204	31,188	0.480238	0.703855	0.271305	0.02484
ACU	2021-08-06	20,226	58,488	0.391986	0.846179	0.114797	0.039024
ACU	2021-08-13	21,771	44,902	0.394835	0.883923	0.086689	0.029388
ACU	2021-08-20	11,935	37,295	0.351951	0.86424	0.135567	0.000193
ACU	2021-08-27	22,902	63,512	0.361012	0.910771	0.070243	0.018986
ACU	2021-09-03	9,359	28,798	0.391216	0.882137	0.117365	0.000499
ACU	2021-09-10	7,427	23,190	0.321541	0.784815	0.116774	0.098411
ACU	2021-09-17	27,932	66,811	0.416111	0.888966	0.106205	0.00483
ACU	2021-09-24	24,764	59,424	0.442313	0.929053	0.070399	0.000548
ACU	2021-10-01	59,916	114,321	0.421617	0.894749	0.105031	0.000221
ACU	2021-10-08	14,443	32,294	0.368313	0.980818	0.018059	0.001122
ACU	2021-10-15	32,848	87,310	0.379866	0.874882	0.11974	0.005378
ACU	2021-10-22	11,449	27,028	0.394114	0.858679	0.138975	0.002347
ACU	2021-10-29	18,027	45,834	0.429414	0.778117	0.180017	0.041866
ACU	2021-11-05	16,034	40,323	0.459117	0.792221	0.188654	0.019125
ACU	2021-11-12	10,771	27,569	0.381614	0.924941	0.074461	0.000599
ACU	2021-11-19	5,617	19,417	0.363446	0.854842	0.133883	0.011275
ACU	2021-11-26	8,533	26,786	0.30043	0.843484	0.156516	0
ACU	2021-12-03	13,684	37,158	0.404645	0.819097	0.148612	0.032291
ACU	2021-12-10	28,834	80,553	0.32622	0.847189	0.152195	0.000616
ACU	2021-12-17	34,784	83,148	0.385465	0.772613	0.201413	0.025974
ACU	2021-12-24	15,032	41,701	0.436416	0.855269	0.135089	0.009641
ACU	2021-12-31	25,116	56,766	0.512567	0.776456	0.213804	0.00974
ACU	2022-01-07	15,945	43,844	0.422957	0.891117	0.108829	0.000054
ACU	2022-01-14	10,947	32,631	0.384627	0.943421	0.053619	0.00296
ACU	2022-01-21	8,535	32,182	0.340558	0.834246	0.163415	0.002339
ACU	2022-01-28	20,838	45,415	0.401261	0.932436	0.065739	0.001825
ACU	2022-02-04	22,668	48,479	0.455293	0.860111	0.133635	0.006254
ACU	2022-02-11	6,591	12,424	0.424049	0.948558	0.046099	0.005344
ACU	2022-02-18	19,657	34,612	0.543614	0.948254	0.051505	0.000242
ACU	2022-02-25	5,590	16,621	0.340364	0.857844	0.142156	0
ACU	2022-03-04	11,746	23,809	0.642369	0.839736	0.159683	0.000581
ACU	2022-03-11	9,354	17,360	0.418602	0.893898	0.081313	0.024789
ACU	2022-03-18	12,355	28,274	0.327377	0.832183	0.167817	0
ACU	2022-03-25	10,531	20,282	0.506808	0.892562	0.106002	0.001436
ACU	2022-04-01	7,623	17,292	0.531524	0.92671	0.057697	0.015593
ACU	2022-04-08	14,562	25,783	0.441917	0.74292	0.25708	0
ACU	2022-04-15	14,210	28,347	0.535715	0.761116	0.220095	0.018789
ACU	2022-04-22	11,081	27,727	0.389044	0.842144	0.152528	0.005328
ACU	2022-04-29	8,102	23,939	0.287472	0.730692	0.259843	0.009465
ACU	2022-05-06	28,814	59,695	0.393013	0.711021	0.250431	0.038547
ACU	2022-05-13	13,935	38,299	0.408185	0.770287	0.208361	0.021352
ACU	2022-05-20	12,176	40,564	0.481981	0.773944	0.221129	0.004927
ACU	2022-05-27	13,626	56,498	0.410539	0.728384	0.231808	0.039808
ACU	2022-06-03	11,928	35,395	0.572767	0.841731	0.143147	0.015121
ACU	2022-06-10	7,978	42,031	0.545168	0.55192	0.394039	0.054041
ACU	2022-06-17	9,621	26,675	0.493595	0.888705	0.107473	0.003822
ACU	2022-06-24	9,622	27,559	0.346743	0.740276	0.25902	0.000703
ACU	2022-07-01	6,415	28,667	0.497221	0.78257	0.176998	0.040432
ACU	2022-07-08	3,949	24,375	0.371395	0.922339	0.072804	0.004858
ACU	2022-07-15	4,325	14,747	0.294617	0.807248	0.192147	0.000605
ACU	2022-07-22	13,512	37,865	0.560354	0.841409	0.139428	0.019163
ACU	2022-07-29	13,061	32,404	0.42093	0.93524	0.063975	0.000784
ACU	2022-08-05	8,689	22,754	0.373577	0.86623	0.118178	0.015592
ACU	2022-08-12	15,283	30,813	0.464204	0.927113	0.066456	0.006431
ACU	2022-08-19	6,327	14,799	0.300583	0.971561	0.028439	0
ACU	2022-08-26	11,710	19,214	0.430289	0.846801	0.144762	0.008437
ACU	2022-09-02	11,694	27,944	0.506981	0.780387	0.203515	0.016098
ACU	2022-09-09	9,171	18,941	0.449119	0.70418	0.260095	0.035725
ACU	2022-09-16	14,741	27,434	0.457511	0.750655	0.24743	0.001915
ACU	2022-09-23	13,662	29,574	0.443986	0.83422	0.159408	0.006371
ACU	2022-09-30	5,452	31,978	0.325593	0.804446	0.170888	0.024666
ACU	2022-10-07	23,395	52,503	0.557417	0.782725	0.194396	0.022879
ACU	2022-10-14	11,105	19,513	0.421633	0.776532	0.18838	0.035088
ACU	2022-10-21	23,384	50,493	0.474599	0.783262	0.20905	0.007689
ACU	2022-10-28	12,765	52,449	0.547539	0.872763	0.126326	0.000912
ACU	2022-11-04	21,616	34,936	0.698773	0.851726	0.143393	0.004881
ACU	2022-11-11	23,075	34,734	0.634197	0.939825	0.046391	0.013784
ACU	2022-11-18	30,416	47,163	0.654512	0.875241	0.120405	0.004354
ACU	2022-11-25	9,703	16,371	0.618656	0.815673	0.170611	0.013716
ACU	2022-12-02	17,479	38,643	0.505396	0.813668	0.185818	0.000514
ACU	2022-12-09	13,396	33,388	0.510185	0.83586	0.161466	0.002674
ACU	2022-12-16	28,991	55,417	0.339975	0.738499	0.255531	0.00597
ACU	2022-12-23	7,488	18,911	0.286769	0.86879	0.131158	0.000052
ACU	2022-12-30	5,547	23,338	0.309836	0.906174	0.093479	0.000348
ACU	2023-01-06	7,921	15,446	0.509953	0.875884	0.108787	0.015329
ACU	2023-01-13	9,527	22,187	0.296714	0.85751	0.14249	0
ACU	2023-01-20	12,364	27,851	0.501399	0.751541	0.242358	0.006101
ACU	2023-01-27	33,791	53,635	0.581957	0.906754	0.088708	0.004538
ACU	2023-02-03	8,361	16,532	0.461588	0.83835	0.152828	0.008821
ACU	2023-02-10	8,566	23,765	0.26064	0.8521	0.116136	0.031764
ACU	2023-02-17	8,083	56,997	0.272681	0.781351	0.214362	0.004287
ACU	2023-02-24	4,869	13,303	0.336188	0.985083	0.002436	0.012481
ACU	2023-03-03	30,230	52,006	0.374355	0.985046	0.010994	0.00396
ACU	2023-03-10	19,348	53,658	0.568342	0.841376	0.131884	0.02674
ACU	2023-03-17	6,323	29,687	0.263844	0.913812	0.082415	0.003773
ACU	2023-03-24	8,468	22,910	0.403481	0.949355	0.050072	0.000573
ACU	2023-03-31	4,780	15,040	0.292647	0.972339	0.024499	0.003163

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