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
AAOI	2023-10-20	404,123	641,194	0.558958	0.038134	0.941559	0.020307
AAOI	2023-10-27	290,243	483,522	0.654676	0.033653	0.954615	0.011732
AAOI	2023-11-03	391,550	596,944	0.640436	0.032684	0.951859	0.015457
AAOI	2023-11-10	521,781	808,137	0.623737	0.041532	0.950362	0.008106
AAOI	2023-11-17	612,388	1,007,542	0.580209	0.074648	0.895514	0.029838
AAOI	2023-11-24	438,732	821,758	0.555852	0.053774	0.915393	0.030833
AAOI	2023-12-01	1,399,241	2,426,013	0.581763	0.061227	0.921119	0.017653
AAOI	2023-12-08	1,020,015	1,758,290	0.525942	0.030529	0.954462	0.015009
AAOI	2023-12-15	1,162,287	1,880,149	0.581645	0.041072	0.913384	0.045545
AAOI	2023-12-22	432,212	1,055,562	0.413762	0.046907	0.910571	0.042522
AAOI	2023-12-29	392,622	1,204,074	0.361264	0.059151	0.912053	0.028796
AAOI	2024-01-05	329,382	782,431	0.375436	0.053757	0.927178	0.019065
AAOI	2024-01-12	841,800	1,680,889	0.451697	0.062747	0.915369	0.021884
AAOI	2024-01-19	542,005	973,129	0.472655	0.028775	0.934222	0.037004
AAOI	2024-01-26	409,571	830,643	0.442292	0.039739	0.91798	0.042282
AAOI	2024-02-02	506,457	1,165,853	0.422502	0.053415	0.912481	0.034104
AAOI	2024-02-09	637,233	1,323,665	0.460005	0.04877	0.926075	0.025155
AAOI	2024-02-16	676,560	1,421,043	0.434629	0.049306	0.927674	0.02302
AAOI	2024-02-23	1,277,812	2,529,369	0.595003	0.058913	0.909034	0.032053
AAOI	2024-03-01	944,357	1,835,758	0.543781	0.045314	0.927178	0.027508
AAOI	2024-03-08	341,838	952,263	0.408339	0.05156	0.912724	0.035716
AAOI	2024-03-15	462,715	887,271	0.568988	0.079759	0.905097	0.015145
AAOI	2024-03-22	478,198	715,749	0.677536	0.035888	0.940813	0.0233
AAOI	2024-03-29	294,140	502,223	0.593391	0.037263	0.952308	0.010429
AAOI	2024-04-05	382,126	565,456	0.576763	0.044315	0.950832	0.004853
AAOI	2024-04-12	401,788	561,886	0.561182	0.033962	0.958948	0.00709
AAOI	2024-04-19	514,687	771,529	0.66852	0.057402	0.917559	0.025039
AAOI	2024-04-26	334,663	652,492	0.481342	0.024672	0.957008	0.01832
AAOI	2024-05-03	448,648	703,552	0.439134	0.023209	0.966745	0.010046
AAOI	2024-05-10	802,700	1,421,517	0.577148	0.038198	0.941832	0.01997
AAOI	2024-05-17	585,353	989,238	0.468803	0.033604	0.949648	0.016748
AAOI	2024-05-24	352,676	659,407	0.541099	0.045027	0.915389	0.039584
AAOI	2024-05-31	198,963	435,081	0.517542	0.035733	0.912664	0.051603
AAOI	2024-06-07	289,737	516,877	0.549762	0.037441	0.905533	0.057025
AAOI	2024-06-14	255,159	467,160	0.575407	0.02527	0.910948	0.063782
AAOI	2024-06-21	229,143	431,443	0.564626	0.058636	0.913242	0.028122
AAOI	2024-06-28	281,954	502,720	0.548999	0.057915	0.903739	0.038346
AAOI	2024-07-05	335,523	572,682	0.635484	0.03597	0.912881	0.051148
AAOI	2024-07-12	274,049	547,795	0.535076	0.052919	0.891213	0.055868
AAOI	2024-07-19	566,750	1,058,088	0.551394	0.03369	0.913642	0.052669
AAOI	2024-07-26	348,398	557,234	0.648573	0.044024	0.887459	0.068517
AAOI	2024-08-02	487,829	902,481	0.62983	0.055837	0.900525	0.043638
AAOI	2024-08-09	450,275	944,427	0.537538	0.049381	0.916104	0.034515
AAOI	2024-08-16	178,230	453,713	0.4618	0.084367	0.882082	0.033551
AAOI	2024-08-23	252,826	611,284	0.502215	0.089492	0.826406	0.084102
AAOI	2024-08-30	477,241	869,496	0.593579	0.072575	0.888261	0.039164
AAOI	2024-09-06	622,414	1,092,829	0.596335	0.040721	0.904195	0.055084
AAOI	2024-09-13	488,527	887,446	0.528728	0.021	0.922744	0.056256
AAOI	2024-09-20	324,578	578,936	0.514127	0.012327	0.921784	0.06589
AAOI	2024-09-27	573,227	1,167,780	0.639266	0.056081	0.895411	0.048507
AAOI	2024-10-04	417,990	726,428	0.602906	0.045352	0.888852	0.065796
AAOI	2024-10-11	496,561	870,885	0.611324	0.038775	0.934995	0.02623
AAOI	2024-10-18	596,400	1,094,702	0.546092	0.040864	0.946581	0.012554
AAOI	2024-10-25	281,051	643,640	0.430525	0.023061	0.973522	0.003417
AAOI	2024-11-01	486,150	1,087,354	0.487937	0.024773	0.967671	0.007556
AAOI	2024-11-08	1,758,753	3,666,092	0.499473	0.020774	0.972387	0.006839
AAOI	2024-11-15	1,081,876	2,086,841	0.521559	0.030403	0.965247	0.00435
AAOI	2024-11-22	1,329,699	2,378,614	0.54652	0.030022	0.964321	0.005658
AAOI	2024-11-29	642,031	1,281,386	0.426891	0.030741	0.96331	0.005949
AAOI	2024-12-06	1,247,659	2,532,567	0.574369	0.054552	0.908597	0.036851
AAOI	2024-12-13	756,796	1,709,547	0.464645	0.028413	0.936024	0.035563
AAOI	2024-12-20	751,911	1,656,000	0.552842	0.033299	0.896347	0.070354
AAOI	2024-12-27	388,685	720,650	0.594117	0.034023	0.953136	0.012841
AAOI	2025-01-03	479,592	923,463	0.515799	0.02745	0.968081	0.004469
AAOI	2025-01-10	493,251	920,864	0.543335	0.045038	0.943177	0.011785
AAOI	2025-01-17	710,569	1,161,135	0.690235	0.037101	0.93784	0.025059
AAOI	2025-01-24	674,670	1,039,639	0.65561	0.029333	0.936624	0.034043
AAOI	2025-01-31	583,080	1,305,169	0.507216	0.041593	0.950859	0.007547
AAOI	2025-02-07	488,129	1,084,893	0.499959	0.039907	0.941002	0.01909
AAOI	2025-02-14	518,218	1,220,571	0.610161	0.043257	0.931215	0.025529
AAOI	2025-02-21	1,207,070	2,084,812	0.665399	0.061522	0.914938	0.02354
AAOI	2025-02-28	1,473,535	3,277,986	0.49921	0.054996	0.940331	0.004673
AAOI	2025-03-07	935,276	2,493,012	0.444754	0.04633	0.934135	0.019535
AAOI	2025-03-14	1,306,437	3,059,872	0.488509	0.042555	0.943968	0.013477
AAOI	2025-03-21	787,527	1,610,453	0.611585	0.031655	0.961426	0.006918
AAOI	2025-03-28	591,936	1,335,575	0.550491	0.056997	0.938752	0.004251
AAOI	2025-04-04	275,536	602,962	0.448553	0.060999	0.934259	0.004742
AAON	2011-01-07	33,296	76,626	0.370295	0.195206	0.707574	0.09722
AAON	2011-01-14	25,661	69,383	0.32473	0.192155	0.805528	0.002317
AAON	2011-01-21	17,080	39,016	0.418638	0.191762	0.800425	0.007813
AAON	2011-01-28	39,994	74,621	0.396195	0.215297	0.765982	0.018721
AAON	2011-02-04	14,790	32,001	0.4995	0.188324	0.739078	0.072598
AAON	2011-02-11	42,847	72,957	0.57812	0.282267	0.636072	0.081661
AAON	2011-02-18	57,376	92,186	0.62663	0.282546	0.601333	0.116121
AAON	2011-02-25	38,077	77,289	0.5248	0.3247	0.581373	0.093927
AAON	2011-03-04	72,802	150,434	0.473335	0.270081	0.531802	0.198118
AAON	2011-03-11	41,211	104,573	0.381201	0.331598	0.587948	0.080454
AAON	2011-03-18	64,390	119,757	0.614746	0.171068	0.711727	0.117205
AAON	2011-03-25	23,900	49,858	0.439241	0.228417	0.712028	0.059556
AAON	2011-04-01	29,708	58,592	0.426949	0.342774	0.644459	0.012767
AAON	2011-04-08	21,148	64,498	0.429416	0.192206	0.788569	0.019226
AAON	2011-04-15	20,220	51,375	0.501968	0.248059	0.720173	0.031768
AAON	2011-04-22	24,083	37,297	0.707275	0.309897	0.674744	0.015359
AAON	2011-04-29	34,959	82,515	0.521623	0.30573	0.69427	0
AAON	2011-05-06	49,169	71,422	0.721351	0.250185	0.734677	0.015138
AAON	2011-05-13	33,249	61,443	0.516944	0.181645	0.728504	0.089851
AAON	2011-05-20	32,418	50,016	0.672258	0.237191	0.742857	0.019953
AAON	2011-05-27	54,669	75,767	0.635777	0.096669	0.88809	0.01524
AAON	2011-06-03	57,485	74,774	0.6985	0.132131	0.840644	0.027225
AAON	2011-06-10	46,460	74,183	0.547123	0.272632	0.714133	0.013235

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