Split (1)

train · 3.79M 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	0.057	-0.005	1,159,364	60,471,696	0.416	0.359	0.8	2,371.699951	97,787,768	171,400
AAT	2021-10-29	0.071	0.014	1,159,364	60,473,164	0.416	0.345	1.066	2,287.699951	98,286,000	189,000
AAT	2021-11-05	-0.001	-0.072	923,483	60,471,440	0.359	0.36	1.151	2,424.300049	98,516,736	313,800
AAT	2021-11-12	-0.014	-0.014	923,483	60,471,744	0.36	0.375	1.351	2,333	98,747,464	191,800
AAT	2021-11-19	-0.026	-0.012	802,738	60,471,272	0.336	0.363	1.996	2,284	98,978,200	214,000
AAT	2021-11-26	0.014	0.041	802,738	60,472,096	0.336	0.322	1.122	2,177.600098	99,208,936	155,500
AAT	2021-12-03	-0.055	-0.069	668,121	60,471,300	0.314	0.369	2.015	2,117.100098	99,439,664	309,800
AAT	2021-12-10	-0.074	-0.019	668,121	60,472,600	0.314	0.387	1.628	2,162.5	99,670,400	251,600
AAT	2021-12-17	-0.031	0.043	871,544	60,471,248	0.369	0.4	1.319	2,155.800049	99,901,136	481,800
AAT	2021-12-24	-0.054	-0.023	871,544	60,473,048	0.369	0.423	1.624	2,198.800049	100,131,864	264,000
AAT	2021-12-31	-0.111	-0.057	694,504	60,471,628	0.316	0.427	1.9	2,269.5	100,362,600	279,800
AAT	2022-01-07	-0.062	0.05	694,504	60,471,628	0.316	0.377	1.87	2,333.600098	100,593,336	181,400
AAT	2022-01-14	-0.037	0.025	694,504	60,473,248	0.316	0.352	1.411	2,351.199951	100,824,064	207,200
AAT	2022-01-21	-0.041	-0.004	788,362	60,472,572	0.346	0.386	1.156	2,149.800049	101,054,800	261,500
AAT	2022-01-28	-0.055	-0.015	788,362	60,472,436	0.345	0.401	1.392	2,150.399902	101,285,536	276,600
AAT	2022-02-04	-0.013	0.043	824,442	60,472,396	0.35	0.363	1.463	2,125	101,516,264	219,600
AAT	2022-02-11	-0.034	-0.021	824,442	60,522,892	0.349	0.383	1.187	2,141.300049	101,747,000	224,800
AAT	2022-02-18	-0.043	-0.009	732,979.9375	60,523,308	0.32	0.362	1.607	2,220.600098	101,721,816	343,200
AAT	2022-02-25	-0.085	-0.042	732,979.9375	60,523,180	0.32	0.405	1.639	2,232.699951	101,696,640	242,250
AAT	2022-03-04	-0.079	0.006	747,402	60,523,796	0.313	0.392	1.469	2,276.300049	101,671,456	268,000
AAT	2022-03-11	-0.12	-0.041	747,402	60,524,872	0.313	0.433	2.024	2,202.5	101,646,272	257,000
AAT	2022-03-18	-0.09	0.03	716,570	60,523,052	0.302	0.392	1.633	2,244.800049	101,621,088	289,600
AAT	2022-03-25	-0.133	-0.043	716,570	60,523,032	0.302	0.435	4.309	2,233.300049	101,595,912	289,400
AAT	2022-04-01	-0.064	0.069	854,654	60,524,412	0.327	0.391	1.639	2,342.899902	101,570,736	309,200
AAT	2022-04-08	-0.095	-0.031	854,654	60,522,496	0.327	0.421	1.539	2,166.100098	101,545,544	331,600
AAT	2022-04-15	-0.042	0.053	869,536	60,523,692	0.332	0.374	1.464	2,184.300049	101,520,360	370,249.96875
AAT	2022-04-22	-0.076	-0.033	869,536	60,523,288	0.332	0.407	1.207	2,209.100098	101,495,184	259,400
AAT	2022-04-29	-0.129	-0.053	754,363	60,521,864	0.308	0.437	1.416	2,215.100098	101,470,000	398,800
AAT	2022-05-06	-0.131	-0.002	754,363	60,520,648	0.309	0.44	1.53	2,080.699951	101,676,536	256,600
AAT	2022-05-13	-0.113	0.018	754,363	60,522,956	0.31	0.423	1.767	1,990.599976	101,883,080	291,600
AAT	2022-05-20	-0.079	0.034	765,383	60,520,668	0.308	0.387	1.517	1,917.900024	102,089,616	266,800
AAT	2022-05-27	-0.111	-0.032	765,383	60,521,076	0.308	0.419	1.942	2,067.399902	102,296,152	190,000
AAT	2022-06-03	-0.063	0.048	790,536	60,522,164	0.306	0.368	1.606	1,993.599976	102,502,696	290,750.03125
AAT	2022-06-10	-0.067	-0.004	790,536	60,521,540	0.306	0.373	1.487	1,868.300049	102,709,232	240,200
AAT	2022-06-17	-0.093	-0.026	845,480	60,521,860	0.313	0.406	1.749	1,786	102,915,768	382,600
AAT	2022-06-24	-0.08	0.014	845,480	60,522,508	0.313	0.393	1.606	1,841.699951	103,122,304	241,000
AAT	2022-07-01	0.03	0.109	1,137,547	60,523,524	0.364	0.335	0.982	1,826.599976	103,328,848	159,000
AAT	2022-07-08	-0.044	-0.073	1,137,547	60,521,500	0.364	0.408	1.358	1,787.199951	103,535,384	207,250
AAT	2022-07-15	-0.014	0.03	975,303	60,521,120	0.327	0.34	1.075	1,776.900024	103,741,920	159,800
AAT	2022-07-22	-0.044	-0.03	975,303	60,522,244	0.326	0.37	1.047	1,796.300049	103,948,464	237,000
AAT	2022-07-29	-0.016	0.028	975,303	60,529,276	0.326	0.342	1.196	1,829.800049	104,155,000	217,000
AAT	2022-08-05	-0.042	-0.026	1,000,271	60,529,372	0.335	0.377	1.188	1,772.300049	104,683,304	286,800
AAT	2022-08-12	-0.062	-0.02	1,000,271	60,529,084	0.335	0.398	1.151	1,841.900024	105,211,616	229,800
AAT	2022-08-19	-0.018	0.045	915,050	60,528,796	0.321	0.338	1.293	1,797.099976	105,739,920	178,200
AAT	2022-08-26	-0.06	-0.043	915,050	60,529,268	0.321	0.381	1.283	1,726.900024	106,268,232	212,000
AAT	2022-09-02	-0.022	0.039	876,661	60,529,004	0.32	0.341	1.146	1,659.099976	106,796,536	231,200
AAT	2022-09-09	-0.078	-0.056	876,661	60,527,632	0.319	0.397	1.603	1,697.800049	107,324,848	191,500
AAT	2022-09-16	-0.077	0	792,604.0625	60,529,004	0.305	0.382	1.353	1,659.099976	107,853,152	325,400
AAT	2022-09-23	-0.112	-0.035	792,604.0625	60,526,316	0.305	0.417	1.927	1,541	108,381,464	368,400
AAT	2022-09-30	-0.139	-0.027	730,047	60,528,776	0.284	0.423	1.627	1,556.800049	108,909,768	377,200
AAT	2022-10-07	-0.16	-0.021	730,047	60,529,696	0.284	0.444	1.275	1,508.400024	109,438,080	312,400
AAT	2022-10-14	-0.204	-0.044	730,047	60,528,852	0.284	0.488	1.844	1,510.800049	109,966,384	366,400
AAT	2022-10-21	-0.14	0.064	1,096,440.125	60,529,524	0.357	0.497	1.182	1,588.900024	110,494,696	283,400
AAT	2022-10-28	-0.13	0.01	1,096,440.125	60,528,428	0.357	0.487	1.256	1,660.900024	111,023,000	439,400
AAT	2022-11-04	-0.115	0.014	916,801	60,527,436	0.318	0.434	1.434	1,709.900024	110,688,136	402,800
AAT	2022-11-11	-0.202	-0.087	916,801	60,528,344	0.319	0.522	1.451	1,729.900024	110,353,264	320,600
AAT	2022-11-18	-0.13	0.072	885,093	60,527,412	0.321	0.451	1.249	1,744.400024	110,018,400	252,400
AAT	2022-11-25	-0.201	-0.071	885,093	60,528,912	0.321	0.522	1.142	1,716.599976	109,683,536	260,500
AAT	2022-12-02	-0.201	0.001	666,398	60,529,520	0.285	0.485	2.36	1,691.800049	109,348,664	434,600
AAT	2022-12-09	-0.134	0.067	666,398	60,526,512	0.285	0.418	1.87	1,643.900024	109,013,800	204,000
AAT	2022-12-16	-0.136	-0.003	544,194	60,526,512	0.259	0.395	2.207	1,620.900024	108,678,936	542,800
AAT	2022-12-23	-0.179	-0.043	544,194	60,527,708	0.258	0.438	1.799	1,605.800049	108,344,064	219,000
AAT	2022-12-30	0.033	0.212	754,033	60,528,300	0.31	0.277	2.09	1,604	108,009,200	159,250
AAT	2023-01-06	-0.162	-0.195	754,033	60,528,844	0.31	0.472	2.213	1,636.699951	107,674,336	232,000
AAT	2023-01-13	-0.113	0.049	754,033	60,528,220	0.31	0.423	1.67	1,673	107,339,464	254,400
AAT	2023-01-20	-0.009	0.104	975,819	60,529,024	0.361	0.37	2.067	1,647.599976	107,004,600	183,250
AAT	2023-01-27	-0.016	-0.007	975,819	60,529,540	0.361	0.377	1.159	1,680.300049	106,669,736	219,600
AAT	2023-02-03	-0.029	-0.013	965,075.9375	60,529,596	0.362	0.391	1.107	1,748.699951	106,334,864	303,400
AAT	2023-02-10	-0.137	-0.108	965,075.9375	60,718,880	0.361	0.498	1.814	1,604.800049	106,000,000	472,000
AAT	2023-02-17	0.034	0.17	1,160,689	60,718,636	0.405	0.372	0.856	1,596.900024	106,159,456	312,400
AAT	2023-02-24	-0.018	-0.051	1,160,689	60,718,496	0.406	0.424	0.846	1,546.5	106,318,912	232,500
AAT	2023-03-03	0.054	0.072	1,306,829	60,716,872	0.442	0.388	0.69	1,507.599976	106,478,360	296,000
AAT	2023-03-10	-0.078	-0.132	1,306,829	60,717,528	0.443	0.521	1.532	1,201.599976	106,637,816	1,455,200
AAT	2023-03-17	-0.102	-0.024	1,310,905	60,718,392	0.438	0.54	1.646	1,056.5	106,797,272	1,420,800
AAT	2023-03-24	-0.127	-0.025	1,310,905	60,719,716	0.439	0.566	1.153	1,037.699951	106,956,728	768,200
AAT	2023-03-31	0.009	0.136	1,661,782	60,715,432	0.486	0.477	0.928	1,128.699951	107,116,184	438,800
AAT	2023-04-07	-0.049	-0.058	1,661,782	60,716,988	0.486	0.535	1.196	1,126.300049	107,275,640	445,249.96875
AAT	2023-04-14	-0.073	-0.024	1,661,782	60,716,332	0.486	0.559	1.173	1,059.5	107,435,088	565,200
AAT	2023-04-21	0.036	0.109	2,180,555	60,719,064	0.544	0.509	0.964	1,089.300049	107,594,544	360,800
AAT	2023-04-28	0.1	0.065	2,180,555	60,714,284	0.545	0.444	0.498	1,105	107,754,000	431,600
AAT	2023-05-05	0.024	-0.076	2,067,668	60,719,192	0.531	0.507	0.891	1,148.199951	107,905,304	713,800
AAT	2023-05-12	0.047	0.023	2,067,668	60,718,852	0.534	0.487	1.039	1,140.300049	108,056,616	422,400
AAT	2023-05-19	0.041	-0.006	2,119,631	60,716,928	0.541	0.5	0.941	1,151.800049	108,207,920	468,000
AAT	2023-05-26	0.06	0.019	2,119,631	60,716,928	0.541	0.481	0.537	1,151.800049	108,359,232	422,000
AAT	2023-06-02	0.086	0.026	2,234,429	60,714,648	0.55	0.464	0.644	1,189.400024	108,510,536	447,750.03125
AAT	2023-06-09	0.088	0.002	2,234,429	60,715,724	0.55	0.462	0.46	1,204.599976	108,661,848	398,000
AAT	2023-06-16	0.092	0.004	2,016,137	60,715,732	0.528	0.437	0.569	1,196.099976	108,813,152	403,000
AAT	2023-06-23	0.049	-0.043	2,016,137	60,719,028	0.529	0.48	0.678	1,097.800049	108,964,464	528,000
AAT	2023-06-30	0.031	-0.018	1,687,303.875	60,718,752	0.483	0.452	0.872	1,165.800049	109,115,768	439,800
AAT	2023-07-07	0.04	0.009	1,687,303.875	60,719,352	0.483	0.443	0.645	1,198.599976	109,267,080	297,750.03125
AAT	2023-07-14	0.034	-0.006	1,687,303.875	60,716,692	0.483	0.449	1.244	1,262.300049	109,418,384	277,800
AAT	2023-07-21	0.023	-0.01	1,469,008	60,718,504	0.459	0.436	0.748	1,335.199951	109,569,696	476,600
AAT	2023-07-28	0.019	-0.004	1,469,008	60,723,212	0.46	0.441	0.744	1,360.199951	109,721,000	391,800
AAT	2023-08-04	0.017	-0.002	1,533,814	60,724,444	0.473	0.456	1.028	1,366.300049	109,834,616	369,400
AAT	2023-08-11	0.06	0.043	1,533,814	60,722,620	0.474	0.414	0.691	1,352.900024	109,948,232	263,400
AAT	2023-08-18	0.062	0.002	1,533,489	60,722,488	0.485	0.423	0.92	1,269.099976	110,061,848	237,800
AAT	2023-08-25	0.091	0.029	1,533,489	60,726,308	0.485	0.394	1.01	1,262.5	110,175,464	176,600
AAT	2023-09-01	0.098	0.007	1,521,024	60,724,232	0.482	0.384	0.963	1,308	110,289,080	289,200
AAT	2023-09-08	0.115	0.017	1,521,024	60,722,656	0.483	0.368	0.697	1,243.599976	110,402,696	357,500
AAT	2023-09-15	0.044	-0.071	1,432,237	60,724,352	0.47	0.426	0.979	1,249.099976	110,516,304	599,400

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