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
ACMR	2024-02-16	264,943	418,854	0.57214	0.016357	0.966261	0.017382
ACMR	2024-02-23	265,333	443,804	0.57545	0.03674	0.941014	0.022245
ACMR	2024-03-01	811,947	1,810,074	0.486896	0.037564	0.905541	0.056896
ACMR	2024-03-08	313,038	1,135,334	0.290933	0.026753	0.922224	0.051023
ACMR	2024-03-15	125,702	506,719	0.245303	0.028237	0.930051	0.041713
ACMR	2024-03-22	218,644	619,576	0.358502	0.01528	0.937521	0.047199
ACMR	2024-03-29	166,066	296,691	0.468992	0.012191	0.933223	0.054586
ACMR	2024-04-05	319,657	493,344	0.642558	0.017836	0.897815	0.084349
ACMR	2024-04-12	203,892	340,381	0.589581	0.02762	0.861978	0.110402
ACMR	2024-04-19	278,321	399,205	0.707504	0.044343	0.868469	0.087188
ACMR	2024-04-26	261,468	522,963	0.580611	0.05036	0.884111	0.065529
ACMR	2024-05-03	216,158	359,782	0.609912	0.034562	0.880557	0.084881
ACMR	2024-05-10	300,822	541,955	0.618514	0.02395	0.901875	0.074175
ACMR	2024-05-17	345,467	618,038	0.612817	0.02773	0.920108	0.052162
ACMR	2024-05-24	172,951	296,076	0.578309	0.023932	0.913753	0.062315
ACMR	2024-05-31	120,476	251,610	0.466652	0.024329	0.911401	0.06427
ACMR	2024-06-07	289,054	500,136	0.549453	0.026505	0.909119	0.064376
ACMR	2024-06-14	313,144	582,412	0.504629	0.02298	0.898276	0.078745
ACMR	2024-06-21	145,173	289,803	0.451843	0.021795	0.873664	0.104541
ACMR	2024-06-28	171,308	291,205	0.532837	0.018051	0.882374	0.099575
ACMR	2024-07-05	140,313	231,207	0.593008	0.024733	0.866594	0.108674
ACMR	2024-07-12	254,669	398,785	0.633992	0.024112	0.893086	0.082803
ACMR	2024-07-19	370,934	598,048	0.6169	0.02409	0.88828	0.08763
ACMR	2024-07-26	278,159	462,584	0.653847	0.027955	0.876926	0.09512
ACMR	2024-08-02	233,585	732,031	0.495029	0.039432	0.898384	0.062184
ACMR	2024-08-09	495,114	976,768	0.49734	0.037908	0.891399	0.070694
ACMR	2024-08-16	186,254	414,941	0.544997	0.040817	0.886752	0.072431
ACMR	2024-08-23	137,230	235,741	0.581884	0.033466	0.840013	0.126521
ACMR	2024-08-30	125,392	250,373	0.47875	0.022113	0.922711	0.055176
ACMR	2024-09-06	108,755	207,460	0.564256	0.031531	0.911729	0.05674
ACMR	2024-09-13	103,376	211,244	0.503221	0.040169	0.900456	0.059375
ACMR	2024-09-20	107,556	180,281	0.62694	0.032717	0.882163	0.08512
ACMR	2024-09-27	199,697	455,614	0.490621	0.027518	0.889317	0.083164
ACMR	2024-10-04	398,244	724,664	0.55608	0.02478	0.910566	0.064654
ACMR	2024-10-11	409,117	875,430	0.464496	0.025915	0.938015	0.03607
ACMR	2024-10-18	169,708	402,459	0.47436	0.017317	0.979313	0.00337
ACMR	2024-10-25	138,664	270,913	0.455628	0.031968	0.965542	0.00249
ACMR	2024-11-01	125,646	228,195	0.604587	0.025684	0.971621	0.002695
ACMR	2024-11-08	295,634	588,295	0.552752	0.037727	0.953084	0.009189
ACMR	2024-11-15	131,695	281,531	0.550506	0.049621	0.9466	0.003779
ACMR	2024-11-22	130,604	283,187	0.423912	0.015553	0.983583	0.000864
ACMR	2024-11-29	153,476	352,193	0.475715	0.020767	0.978334	0.000899
ACMR	2024-12-06	623,143	1,397,301	0.457425	0.049399	0.948026	0.002575
ACMR	2024-12-13	264,854	523,920	0.482572	0.033963	0.964735	0.001302
ACMR	2024-12-20	239,418	396,427	0.533657	0.031028	0.967295	0.001677
ACMR	2024-12-27	105,308	158,197	0.688869	0.017276	0.942544	0.040179
ACMR	2025-01-03	144,614	246,022	0.724136	0.026656	0.963565	0.009779
ACMR	2025-01-10	150,565	253,394	0.6905	0.036439	0.953589	0.009973
ACMR	2025-01-17	229,391	466,437	0.47536	0.044185	0.954367	0.001448
ACMR	2025-01-24	101,494	180,934	0.603204	0.050323	0.916637	0.03304
ACMR	2025-01-31	262,226	589,904	0.450285	0.029999	0.950313	0.019688
ACMR	2025-02-07	275,527	507,483	0.463637	0.024252	0.953932	0.021816
ACMR	2025-02-14	170,176	431,696	0.401038	0.021004	0.948242	0.030754
ACMR	2025-02-21	250,562	566,670	0.519845	0.02607	0.963008	0.010921
ACMR	2025-02-28	394,051	1,021,455	0.40427	0.029288	0.962866	0.007846
ACMR	2025-03-07	197,257	531,113	0.386893	0.048977	0.930798	0.020225
ACMR	2025-03-14	182,885	578,881	0.364764	0.043538	0.941284	0.015178
ACMR	2025-03-21	188,372	422,307	0.329916	0.021264	0.976812	0.001924
ACMR	2025-03-28	117,771	336,380	0.414591	0.025218	0.968342	0.00644
ACMR	2025-04-04	95,593	247,825	0.417446	0.022711	0.967964	0.009325
ACN	2011-01-07	3,690,046	7,984,378	0.51392	0.071265	0.876829	0.051906
ACN	2011-01-14	5,229,427	11,564,685	0.517556	0.118546	0.820381	0.061073
ACN	2011-01-21	5,663,534	9,989,690	0.581737	0.091177	0.837644	0.071179
ACN	2011-01-28	5,712,973	10,261,020	0.600041	0.106853	0.841743	0.051404
ACN	2011-02-04	3,717,026	7,309,562	0.574413	0.08866	0.852765	0.058575
ACN	2011-02-11	3,042,555	7,034,297	0.478166	0.127331	0.823071	0.049598
ACN	2011-02-18	3,033,372	7,599,205	0.442799	0.078204	0.83002	0.091776
ACN	2011-02-25	1,953,692	5,382,470	0.433986	0.088467	0.855809	0.055724
ACN	2011-03-04	4,075,374	9,130,129	0.475652	0.064205	0.847708	0.088087
ACN	2011-03-11	3,065,361	6,864,953	0.467642	0.062225	0.901386	0.036389
ACN	2011-03-18	4,481,993	11,416,406	0.4238	0.071687	0.853253	0.075059
ACN	2011-03-25	5,693,886	14,264,371	0.399193	0.090656	0.817725	0.091619
ACN	2011-04-01	5,490,959	12,578,809	0.448033	0.100147	0.832253	0.0676
ACN	2011-04-08	3,283,253	7,710,416	0.465618	0.115568	0.809297	0.075135
ACN	2011-04-15	6,145,202	12,368,542	0.527827	0.085147	0.848794	0.06606
ACN	2011-04-22	3,261,414	6,924,280	0.503561	0.168967	0.761759	0.069274
ACN	2011-04-29	3,765,320	8,394,302	0.486118	0.153732	0.790945	0.055323
ACN	2011-05-06	4,895,769	12,121,346	0.399231	0.076095	0.861756	0.062148
ACN	2011-05-13	3,864,466	7,698,662	0.515509	0.115548	0.790664	0.093788
ACN	2011-05-20	4,078,670	7,705,439	0.553935	0.104393	0.850897	0.04471
ACN	2011-05-27	3,336,812	7,126,328	0.492148	0.089471	0.869645	0.040884
ACN	2011-06-03	3,564,315	6,661,463	0.551824	0.088172	0.864288	0.04754
ACN	2011-06-10	3,561,931	7,086,458	0.545613	0.133674	0.826714	0.039613
ACN	2011-06-17	5,494,001	12,905,419	0.447747	0.137437	0.819436	0.043126
ACN	2011-06-24	6,656,230	13,850,732	0.489027	0.1053	0.847619	0.047082
ACN	2011-07-01	12,414,479	31,217,079	0.439766	0.141042	0.762354	0.096604
ACN	2011-07-08	27,419,471	66,704,366	0.568991	0.102712	0.820364	0.076924
ACN	2011-07-15	12,013,467	24,014,466	0.524398	0.108391	0.832316	0.059293
ACN	2011-07-22	8,458,587	16,594,009	0.538315	0.101284	0.727882	0.170834
ACN	2011-07-29	6,800,566	15,354,469	0.510525	0.116846	0.754682	0.128472
ACN	2011-08-05	12,760,909	21,267,968	0.628846	0.104696	0.839173	0.056131
ACN	2011-08-12	14,495,458	27,989,338	0.591242	0.130194	0.833449	0.036358
ACN	2011-08-19	10,803,381	20,807,348	0.583481	0.125898	0.83578	0.038322
ACN	2011-08-26	9,244,056	17,176,584	0.563797	0.140495	0.819033	0.040472
ACN	2011-09-02	8,216,384	13,787,718	0.635238	0.107817	0.834298	0.057885
ACN	2011-09-09	7,094,856	13,550,808	0.558392	0.121369	0.692334	0.186297
ACN	2011-09-16	9,250,498	18,873,781	0.520611	0.111113	0.818784	0.070102
ACN	2011-09-23	11,080,863	19,935,289	0.573388	0.101298	0.77151	0.127192
ACN	2011-09-30	10,320,209	18,801,782	0.57392	0.140193	0.801408	0.058399
ACN	2011-10-07	10,037,395	17,787,800	0.59034	0.139934	0.805251	0.054815

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