Split (1)

train · 3.72M rows

symbol string	datetime string	over_shorted float64	over_shorted_chg float64	short_interest float64	number_of_shares float64	short_percentage float64	short_prediction float64	days_to_cover float64	market_cap float64	total_revenue float64	volume float64
AAT	2021-10-22	0.022	-0.015	1,159,364	60,471,696	0.413	0.391	1.051	2,371.699951	97,787,768	171,400
AAT	2021-10-29	0.087	0.065	1,159,364	60,473,164	0.413	0.326	1.175	2,287.699951	98,286,000	189,000
AAT	2021-11-05	-0.028	-0.115	923,483	60,471,440	0.356	0.384	1.673	2,424.300049	98,516,736	313,800
AAT	2021-11-12	-0.003	0.026	923,483	60,471,744	0.357	0.36	1.286	2,333	98,747,464	191,800
AAT	2021-11-19	0.001	0.004	802,738	60,471,272	0.333	0.332	1.416	2,284	98,978,200	214,000
AAT	2021-11-26	-0.059	-0.06	802,738	60,472,096	0.333	0.393	1.754	2,177.600098	99,208,936	155,500
AAT	2021-12-03	-0.066	-0.006	668,121	60,471,300	0.311	0.377	2.366	2,117.100098	99,439,664	309,800
AAT	2021-12-10	-0.083	-0.018	668,121	60,472,600	0.311	0.394	1.726	2,162.5	99,670,400	251,600
AAT	2021-12-17	-0.045	0.038	871,544	60,471,248	0.366	0.411	1.873	2,155.800049	99,901,136	481,800
AAT	2021-12-24	-0.049	-0.004	871,544	60,473,048	0.366	0.415	1.545	2,198.800049	100,131,864	264,000
AAT	2021-12-31	-0.103	-0.054	694,504	60,471,628	0.313	0.415	2.24	2,269.5	100,362,600	279,800
AAT	2022-01-07	-0.099	0.004	694,504	60,471,628	0.313	0.411	1.765	2,333.600098	100,593,336	181,400
AAT	2022-01-14	-0.043	0.055	694,504	60,473,248	0.312	0.355	1.752	2,351.199951	100,824,064	207,200
AAT	2022-01-21	-0.043	0	788,362	60,472,572	0.342	0.385	1.361	2,149.800049	101,054,800	261,500
AAT	2022-01-28	-0.022	0.021	788,362	60,472,436	0.341	0.363	1.193	2,150.399902	101,285,536	276,600
AAT	2022-02-04	-0.011	0.011	824,442	60,472,396	0.347	0.358	1.488	2,125	101,516,264	219,600
AAT	2022-02-11	-0.01	0.001	824,442	60,522,892	0.346	0.356	1.412	2,141.300049	101,747,000	224,800
AAT	2022-02-18	-0.067	-0.057	732,979.9375	60,523,308	0.316	0.383	1.953	2,220.600098	101,721,816	343,200
AAT	2022-02-25	-0.088	-0.022	732,979.9375	60,523,180	0.317	0.405	1.395	2,232.699951	101,696,640	242,250
AAT	2022-03-04	-0.077	0.011	747,402	60,523,796	0.31	0.387	1.94	2,276.300049	101,671,456	268,000
AAT	2022-03-11	-0.094	-0.017	747,402	60,524,872	0.31	0.404	1.331	2,202.5	101,646,272	257,000
AAT	2022-03-18	-0.097	-0.003	716,570	60,523,052	0.299	0.396	1.777	2,244.800049	101,621,088	289,600
AAT	2022-03-25	-0.102	-0.005	716,570	60,523,032	0.299	0.401	1.732	2,233.300049	101,595,912	289,400
AAT	2022-04-01	-0.054	0.048	854,654	60,524,412	0.324	0.378	1.51	2,342.899902	101,570,736	309,200
AAT	2022-04-08	-0.097	-0.042	854,654	60,522,496	0.324	0.42	1.641	2,166.100098	101,545,544	331,600
AAT	2022-04-15	-0.058	0.039	869,536	60,523,692	0.329	0.387	1.722	2,184.300049	101,520,360	370,249.96875
AAT	2022-04-22	-0.114	-0.057	869,536	60,523,288	0.329	0.443	3.699	2,209.100098	101,495,184	259,400
AAT	2022-04-29	-0.125	-0.011	754,363	60,521,864	0.306	0.431	1.946	2,215.100098	101,470,000	398,800
AAT	2022-05-06	-0.163	-0.038	754,363	60,520,648	0.306	0.469	1.691	2,080.699951	101,676,536	256,600
AAT	2022-05-13	-0.126	0.037	754,363	60,522,956	0.308	0.434	1.631	1,990.599976	101,883,080	291,600
AAT	2022-05-20	-0.085	0.041	765,383	60,520,668	0.305	0.39	1.576	1,917.900024	102,089,616	266,800
AAT	2022-05-27	-0.093	-0.008	765,383	60,521,076	0.305	0.398	1.534	2,067.399902	102,296,152	190,000
AAT	2022-06-03	-0.044	0.049	790,536	60,522,164	0.303	0.347	1.714	1,993.599976	102,502,696	290,750.03125
AAT	2022-06-10	-0.12	-0.075	790,536	60,521,540	0.303	0.422	1.897	1,868.300049	102,709,232	240,200
AAT	2022-06-17	-0.084	0.036	845,480	60,521,860	0.31	0.393	1.275	1,786	102,915,768	382,600
AAT	2022-06-24	-0.103	-0.019	845,480	60,522,508	0.31	0.412	1.519	1,841.699951	103,122,304	241,000
AAT	2022-07-01	-0.013	0.09	1,137,547	60,523,524	0.36	0.373	0.973	1,826.599976	103,328,848	159,000
AAT	2022-07-08	0.005	0.017	1,137,547	60,521,500	0.36	0.355	1.02	1,787.199951	103,535,384	207,250
AAT	2022-07-15	-0.01	-0.015	975,303	60,521,120	0.324	0.333	0.903	1,776.900024	103,741,920	159,800
AAT	2022-07-22	-0.029	-0.019	975,303	60,522,244	0.323	0.352	1.497	1,796.300049	103,948,464	237,000
AAT	2022-07-29	0.003	0.032	975,303	60,529,276	0.323	0.32	1.506	1,829.800049	104,155,000	217,000
AAT	2022-08-05	-0.045	-0.048	1,000,271	60,529,372	0.332	0.377	1.463	1,772.300049	104,683,304	286,800
AAT	2022-08-12	-0.032	0.013	1,000,271	60,529,084	0.332	0.364	1.434	1,841.900024	105,211,616	229,800
AAT	2022-08-19	-0.021	0.011	915,050	60,528,796	0.318	0.339	1.375	1,797.099976	105,739,920	178,200
AAT	2022-08-26	-0.043	-0.022	915,050	60,529,268	0.318	0.361	1.101	1,726.900024	106,268,232	212,000
AAT	2022-09-02	-0.037	0.006	876,661	60,529,004	0.317	0.354	2.106	1,659.099976	106,796,536	231,200
AAT	2022-09-09	-0.011	0.026	876,661	60,527,632	0.317	0.328	1.226	1,697.800049	107,324,848	191,500
AAT	2022-09-16	-0.1	-0.089	792,604.0625	60,529,004	0.302	0.402	1.634	1,659.099976	107,853,152	325,400
AAT	2022-09-23	-0.118	-0.018	792,604.0625	60,526,316	0.302	0.42	1.849	1,541	108,381,464	368,400
AAT	2022-09-30	-0.146	-0.029	730,047	60,528,776	0.281	0.428	2.358	1,556.800049	108,909,768	377,200
AAT	2022-10-07	-0.163	-0.016	730,047	60,529,696	0.281	0.444	1.32	1,508.400024	109,438,080	312,400
AAT	2022-10-14	-0.167	-0.004	730,047	60,528,852	0.281	0.449	1.222	1,510.800049	109,966,384	366,400
AAT	2022-10-21	-0.142	0.025	1,096,440.125	60,529,524	0.354	0.496	1.461	1,588.900024	110,494,696	283,400
AAT	2022-10-28	-0.163	-0.02	1,096,440.125	60,528,428	0.354	0.517	1.293	1,660.900024	111,023,000	439,400
AAT	2022-11-04	-0.081	0.082	916,801	60,527,436	0.315	0.395	1.75	1,709.900024	110,688,136	402,800
AAT	2022-11-11	-0.232	-0.152	916,801	60,528,344	0.316	0.548	1.751	1,729.900024	110,353,264	320,600
AAT	2022-11-18	-0.095	0.137	885,093	60,527,412	0.318	0.413	2.911	1,744.400024	110,018,400	252,400
AAT	2022-11-25	-0.183	-0.088	885,093	60,528,912	0.318	0.501	1.834	1,716.599976	109,683,536	260,500
AAT	2022-12-02	-0.103	0.079	666,398	60,529,520	0.282	0.385	1.92	1,691.800049	109,348,664	434,600
AAT	2022-12-09	-0.128	-0.025	666,398	60,526,512	0.282	0.41	1.941	1,643.900024	109,013,800	204,000
AAT	2022-12-16	-0.141	-0.013	544,194	60,526,512	0.256	0.398	2.195	1,620.900024	108,678,936	542,800
AAT	2022-12-23	-0.178	-0.036	544,194	60,527,708	0.256	0.434	2.715	1,605.800049	108,344,064	219,000
AAT	2022-12-30	0.039	0.217	754,033	60,528,300	0.307	0.268	1.313	1,604	108,009,200	159,250
AAT	2023-01-06	-0.13	-0.17	754,033	60,528,844	0.307	0.437	1.434	1,636.699951	107,674,336	232,000
AAT	2023-01-13	-0.088	0.042	754,033	60,528,220	0.307	0.395	1.56	1,673	107,339,464	254,400
AAT	2023-01-20	0.012	0.101	975,819	60,529,024	0.357	0.345	0.921	1,647.599976	107,004,600	183,250
AAT	2023-01-27	-0.044	-0.056	975,819	60,529,540	0.357	0.401	3.235	1,680.300049	106,669,736	219,600
AAT	2023-02-03	-0.021	0.023	965,075.9375	60,529,596	0.358	0.378	1.035	1,748.699951	106,334,864	303,400
AAT	2023-02-10	-0.119	-0.098	965,075.9375	60,718,880	0.357	0.476	2.04	1,604.800049	106,000,000	472,000
AAT	2023-02-17	0.044	0.163	1,160,689	60,718,636	0.401	0.357	1.166	1,596.900024	106,159,456	312,400
AAT	2023-02-24	-0.044	-0.088	1,160,689	60,718,496	0.402	0.445	1.485	1,546.5	106,318,912	232,500
AAT	2023-03-03	0.046	0.09	1,306,829	60,716,872	0.437	0.391	0.893	1,507.599976	106,478,360	296,000
AAT	2023-03-10	-0.105	-0.151	1,306,829	60,717,528	0.438	0.544	1.705	1,201.599976	106,637,816	1,455,200
AAT	2023-03-17	-0.145	-0.04	1,310,905	60,718,392	0.433	0.577	1.899	1,056.5	106,797,272	1,420,800
AAT	2023-03-24	-0.162	-0.017	1,310,905	60,719,716	0.433	0.595	1.146	1,037.699951	106,956,728	768,200
AAT	2023-03-31	0.012	0.174	1,661,782	60,715,432	0.48	0.468	0.786	1,128.699951	107,116,184	438,800
AAT	2023-04-07	-0.042	-0.054	1,661,782	60,716,988	0.48	0.522	0.914	1,126.300049	107,275,640	445,249.96875
AAT	2023-04-14	-0.054	-0.012	1,661,782	60,716,332	0.48	0.534	0.868	1,059.5	107,435,088	565,200
AAT	2023-04-21	0.046	0.1	2,180,555	60,719,064	0.537	0.492	0.165	1,089.300049	107,594,544	360,800
AAT	2023-04-28	0.1	0.054	2,180,555	60,714,284	0.538	0.438	0.461	1,105	107,754,000	431,600
AAT	2023-05-05	0.037	-0.063	2,067,668	60,719,192	0.525	0.488	0.697	1,148.199951	107,905,304	713,800
AAT	2023-05-12	0.067	0.031	2,067,668	60,718,852	0.527	0.46	0.57	1,140.300049	108,056,616	422,400
AAT	2023-05-19	0.082	0.015	2,119,631	60,716,928	0.535	0.453	0.541	1,151.800049	108,207,920	468,000
AAT	2023-05-26	0.05	-0.032	2,119,631	60,716,928	0.536	0.486	0.667	1,151.800049	108,359,232	422,000
AAT	2023-06-02	0.078	0.028	2,234,429	60,714,648	0.544	0.466	0.689	1,189.400024	108,510,536	447,750.03125
AAT	2023-06-09	0.063	-0.015	2,234,429	60,715,724	0.544	0.481	0.651	1,204.599976	108,661,848	398,000
AAT	2023-06-16	0.083	0.02	2,016,137	60,715,732	0.523	0.44	0.651	1,196.099976	108,813,152	403,000
AAT	2023-06-23	0.053	-0.03	2,016,137	60,719,028	0.524	0.471	0.626	1,097.800049	108,964,464	528,000
AAT	2023-06-30	0.018	-0.035	1,687,303.875	60,718,752	0.477	0.459	0.71	1,165.800049	109,115,768	439,800
AAT	2023-07-07	0.022	0.004	1,687,303.875	60,719,352	0.477	0.455	0.892	1,198.599976	109,267,080	297,750.03125
AAT	2023-07-14	0.069	0.047	1,687,303.875	60,716,692	0.478	0.409	0.622	1,262.300049	109,418,384	277,800
AAT	2023-07-21	0.01	-0.059	1,469,008	60,718,504	0.454	0.444	0.987	1,335.199951	109,569,696	476,600
AAT	2023-07-28	0.028	0.017	1,469,008	60,723,212	0.455	0.427	0.789	1,360.199951	109,721,000	391,800
AAT	2023-08-04	0.025	-0.003	1,533,814	60,724,444	0.468	0.443	1.342	1,366.300049	109,834,616	369,400
AAT	2023-08-11	0.075	0.05	1,533,814	60,722,620	0.468	0.394	0.672	1,352.900024	109,948,232	263,400
AAT	2023-08-18	0.077	0.002	1,533,489	60,722,488	0.479	0.403	0.81	1,269.099976	110,061,848	237,800
AAT	2023-08-25	0.066	-0.011	1,533,489	60,726,308	0.48	0.414	1.038	1,262.5	110,175,464	176,600
AAT	2023-09-01	0.126	0.061	1,521,024	60,724,232	0.477	0.35	0.763	1,308	110,289,080	289,200
AAT	2023-09-08	0.091	-0.035	1,521,024	60,722,656	0.477	0.386	1.132	1,243.599976	110,402,696	357,500
AAT	2023-09-15	0.044	-0.047	1,432,237	60,724,352	0.465	0.42	0.851	1,249.099976	110,516,304	599,400

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