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
AAL	2017-10-20	5,671,471	12,835,528	0.459398	0.718299	0.26036	0.021342
AAL	2017-10-27	8,982,254	20,744,893	0.476282	0.682716	0.275284	0.042
AAL	2017-11-03	5,469,267	11,640,512	0.498476	0.688727	0.271062	0.040211
AAL	2017-11-10	4,172,524	9,861,260	0.484569	0.710979	0.248052	0.040968
AAL	2017-11-17	4,011,986	9,029,186	0.480834	0.702031	0.271371	0.026598
AAL	2017-11-24	2,375,827	4,861,821	0.502289	0.741883	0.230075	0.028042
AAL	2017-12-01	4,755,577	12,227,644	0.433279	0.663134	0.315948	0.020918
AAL	2017-12-08	5,056,720	11,315,638	0.419396	0.734338	0.247341	0.018321
AAL	2017-12-15	4,242,884	10,930,527	0.423983	0.706851	0.26622	0.02693
AAL	2017-12-22	4,078,910	11,463,911	0.381722	0.731431	0.251378	0.017191
AAL	2017-12-29	2,145,205	5,602,513	0.401337	0.761815	0.218996	0.019189
AAL	2018-01-05	3,134,820	9,875,652	0.413805	0.659489	0.237407	0.103104
AAL	2018-01-12	8,519,783	19,715,747	0.455196	0.723739	0.251454	0.024807
AAL	2018-01-19	4,485,690	9,510,425	0.512102	0.612703	0.258105	0.129192
AAL	2018-01-26	9,814,198	23,760,145	0.488686	0.698685	0.255818	0.045497
AAL	2018-02-02	6,624,173	13,480,129	0.490812	0.720719	0.251083	0.028199
AAL	2018-02-09	6,686,562	14,820,477	0.475709	0.697766	0.274357	0.027877
AAL	2018-02-16	5,568,532	9,757,280	0.604135	0.676776	0.302608	0.020615
AAL	2018-02-23	5,560,480	8,170,781	0.705615	0.688339	0.295783	0.015878
AAL	2018-03-02	7,559,101	12,630,304	0.633112	0.647461	0.326967	0.025572
AAL	2018-03-09	6,915,677	11,612,458	0.591384	0.52665	0.308758	0.164592
AAL	2018-03-16	6,845,774	11,795,542	0.610821	0.543118	0.304751	0.152131
AAL	2018-03-23	5,673,157	10,505,374	0.554812	0.687025	0.281884	0.03109
AAL	2018-03-30	3,480,158	6,732,151	0.544273	0.636216	0.338344	0.02544
AAL	2018-04-06	6,359,919	9,627,106	0.699859	0.620684	0.350207	0.029109
AAL	2018-04-13	16,407,212	25,564,981	0.673509	0.706572	0.265159	0.028269
AAL	2018-04-20	11,550,743	19,274,229	0.620148	0.703162	0.26324	0.033598
AAL	2018-04-27	15,750,461	31,400,843	0.602469	0.646364	0.243796	0.10984
AAL	2018-05-04	8,558,632	14,768,367	0.637907	0.660821	0.29495	0.044229
AAL	2018-05-11	9,940,697	21,156,830	0.547639	0.670581	0.294098	0.035321
AAL	2018-05-18	10,146,969	15,850,773	0.713805	0.702278	0.273791	0.02393
AAL	2018-05-25	9,185,587	15,666,543	0.624729	0.699348	0.278776	0.021875
AAL	2018-06-01	8,451,023	14,123,103	0.636407	0.702776	0.278221	0.019002
AAL	2018-06-08	8,268,093	15,957,679	0.578221	0.662672	0.312897	0.024431
AAL	2018-06-15	7,540,796	16,495,960	0.477911	0.67208	0.308952	0.018968
AAL	2018-06-22	6,838,630	15,917,121	0.467136	0.711447	0.261701	0.026852
AAL	2018-06-29	8,578,581	19,502,259	0.489597	0.633585	0.33293	0.033485
AAL	2018-07-06	5,214,750	9,305,233	0.540813	0.699739	0.267484	0.032777
AAL	2018-07-13	15,090,547	33,476,674	0.467584	0.609821	0.354717	0.035462
AAL	2018-07-20	9,012,247	18,900,575	0.497878	0.679144	0.283285	0.037572
AAL	2018-07-27	13,101,139	24,271,464	0.590691	0.693284	0.284117	0.022599
AAL	2018-08-03	9,263,059	16,487,322	0.594523	0.684292	0.290348	0.02536
AAL	2018-08-10	7,782,212	12,637,458	0.649712	0.714154	0.253574	0.032273
AAL	2018-08-17	7,462,229	15,315,540	0.633491	0.637407	0.320289	0.042304
AAL	2018-08-24	6,739,590	18,246,935	0.423713	0.670102	0.301844	0.028054
AAL	2018-08-31	6,046,070	20,982,868	0.391741	0.642868	0.33756	0.019572
AAL	2018-09-07	6,635,573	17,025,134	0.396356	0.645771	0.312408	0.041821
AAL	2018-09-14	5,473,242	13,084,166	0.432137	0.645705	0.327566	0.02673
AAL	2018-09-21	8,014,717	21,038,241	0.410172	0.619541	0.362175	0.018284
AAL	2018-09-28	8,149,719	17,591,221	0.560144	0.678402	0.30147	0.020128
AAL	2018-10-05	10,993,182	21,689,547	0.518689	0.687267	0.288423	0.02431
AAL	2018-10-12	25,251,014	49,324,684	0.508857	0.664299	0.313834	0.021867
AAL	2018-10-19	17,445,988	37,655,480	0.553134	0.657078	0.313294	0.029629
AAL	2018-10-26	17,866,640	37,756,891	0.541395	0.65524	0.317406	0.027354
AAL	2018-11-02	12,734,859	30,799,992	0.441216	0.629206	0.349388	0.021406
AAL	2018-11-09	10,904,905	28,669,886	0.437241	0.649707	0.285089	0.065204
AAL	2018-11-16	10,867,221	25,634,722	0.44418	0.587812	0.323286	0.088902
AAL	2018-11-23	6,602,828	18,457,684	0.407369	0.63563	0.339396	0.024973
AAL	2018-11-30	8,737,051	22,853,395	0.452724	0.612542	0.360846	0.026612
AAL	2018-12-07	10,832,920	24,603,583	0.461608	0.60185	0.372784	0.025366
AAL	2018-12-14	11,854,698	26,126,525	0.492823	0.645956	0.331308	0.022736
AAL	2018-12-21	11,315,043	24,515,793	0.542785	0.533484	0.439327	0.027189
AAL	2018-12-28	8,030,868	18,064,677	0.481819	0.615046	0.361655	0.0233
AAL	2019-01-04	8,907,824	22,568,959	0.467138	0.618367	0.358965	0.022667
AAL	2019-01-11	12,420,372	30,188,671	0.43068	0.660195	0.322218	0.017587
AAL	2019-01-18	9,572,912	21,010,217	0.53323	0.629216	0.352021	0.018763
AAL	2019-01-25	13,213,184	31,715,742	0.473636	0.644756	0.336585	0.01866
AAL	2019-02-01	10,880,885	26,152,616	0.456026	0.644897	0.33564	0.019462
AAL	2019-02-08	11,101,183	19,560,056	0.512153	0.698903	0.281167	0.01993
AAL	2019-02-15	8,050,680	18,054,448	0.464566	0.630102	0.332993	0.036905
AAL	2019-02-22	7,837,352	15,271,069	0.551152	0.645898	0.253367	0.100735
AAL	2019-03-01	13,423,738	22,286,205	0.633511	0.667234	0.243942	0.088823
AAL	2019-03-08	10,095,498	20,054,087	0.577158	0.647019	0.31247	0.040511
AAL	2019-03-15	12,056,174	23,553,131	0.532048	0.663993	0.301673	0.034334
AAL	2019-03-22	9,833,328	18,154,139	0.603108	0.685573	0.278098	0.03633
AAL	2019-03-29	10,374,610	18,339,253	0.61255	0.679656	0.296373	0.023971
AAL	2019-04-05	11,607,388	24,172,376	0.543623	0.659153	0.313937	0.02691
AAL	2019-04-12	10,187,563	20,442,701	0.54571	0.629072	0.343898	0.02703
AAL	2019-04-19	4,161,687	10,889,405	0.43123	0.638191	0.337904	0.023904
AAL	2019-04-26	8,286,173	17,035,655	0.507057	0.711431	0.263695	0.024874
AAL	2019-05-03	6,962,966	15,912,173	0.484439	0.665864	0.30769	0.026446
AAL	2019-05-10	7,887,437	15,755,911	0.555404	0.576745	0.33332	0.089935
AAL	2019-05-17	7,485,250	15,365,249	0.516764	0.648547	0.325126	0.026328
AAL	2019-05-24	10,614,681	21,794,296	0.587193	0.662155	0.307735	0.03011
AAL	2019-05-31	7,810,791	15,429,127	0.601792	0.677551	0.291651	0.030797
AAL	2019-06-07	10,252,025	21,702,836	0.526648	0.662475	0.30965	0.027875
AAL	2019-06-14	8,149,309	18,071,618	0.50856	0.624054	0.345323	0.030623
AAL	2019-06-21	7,687,276	13,995,156	0.567859	0.62103	0.348269	0.030701
AAL	2019-06-28	5,793,541	11,326,684	0.516425	0.656789	0.30554	0.037672
AAL	2019-07-05	3,346,251	8,464,248	0.426335	0.698672	0.263278	0.03805
AAL	2019-07-12	9,207,232	17,517,924	0.543286	0.734613	0.230366	0.035021
AAL	2019-07-19	5,859,948	13,984,087	0.48059	0.663664	0.278605	0.057731
AAL	2019-07-26	11,785,889	21,623,206	0.534373	0.6861	0.267705	0.046195
AAL	2019-08-02	9,728,686	18,575,594	0.556456	0.678014	0.278204	0.043782
AAL	2019-08-09	10,525,127	18,189,341	0.63542	0.679171	0.286981	0.033848
AAL	2019-08-16	14,145,418	29,019,889	0.580056	0.721236	0.249365	0.029398
AAL	2019-08-23	10,479,718	21,658,813	0.55472	0.677718	0.279975	0.042307
AAL	2019-08-30	11,153,600	22,496,563	0.524512	0.739966	0.231743	0.028291
AAL	2019-09-06	8,446,149	15,835,165	0.592236	0.662654	0.234182	0.103165
AAL	2019-09-13	11,042,526	21,658,116	0.543295	0.670136	0.232253	0.097611

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