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	2016-01-22	-0.238	-0.075	660,416	45,345,340	0.352	0.59	3.816	1,687.300049	71,465,736	208,750
AAT	2016-01-29	-0.136	0.102	660,416	45,346,352	0.352	0.488	1.319	1,695.5	71,481,800	262,800
AAT	2016-02-05	-0.171	-0.036	828,927	45,347,128	0.383	0.555	1.475	1,665.599976	71,497,864	215,400
AAT	2016-02-12	-0.187	-0.016	828,927	45,346,308	0.384	0.571	1.448	1,584.400024	71,513,936	197,200
AAT	2016-02-19	-0.163	0.024	810,035	45,408,104	0.377	0.54	1.143	1,635.599976	71,530,000	228,250
AAT	2016-02-26	-0.18	-0.018	810,035	45,406,132	0.376	0.556	1.181	1,688.199951	71,450,096	199,400
AAT	2016-03-04	-0.06	0.12	798,201	45,408,544	0.363	0.423	1.168	1,722.800049	71,370,200	176,600
AAT	2016-03-11	-0.145	-0.085	798,201	45,407,524	0.364	0.509	1.217	1,738.199951	71,290,304	135,800
AAT	2016-03-18	-0.139	0.006	854,235	45,408,296	0.381	0.52	1.222	1,740.5	71,210,400	150,800
AAT	2016-03-25	-0.123	0.016	854,235	45,407,740	0.381	0.504	1.269	1,737.300049	71,130,496	129,250
AAT	2016-04-01	-0.103	0.02	843,609	45,406,980	0.378	0.481	1.79	1,796.300049	71,050,600	141,280
AAT	2016-04-08	-0.098	0.005	843,609	45,407,500	0.378	0.476	1.234	1,755	70,970,704	144,200
AAT	2016-04-15	-0.044	0.054	828,689	45,408,560	0.377	0.421	1.28	1,750.5	70,890,800	170,200
AAT	2016-04-22	-0.119	-0.074	828,689	45,406,332	0.377	0.496	1.694	1,720.900024	70,810,896	190,300
AAT	2016-04-29	-0.078	0.041	828,689	45,407,112	0.378	0.455	1.468	1,801.300049	70,731,000	308,800
AAT	2016-05-06	-0.174	-0.097	802,415	45,407,016	0.373	0.548	1.406	1,902.099976	70,814,696	193,400
AAT	2016-05-13	-0.016	0.158	802,415	45,406,792	0.374	0.391	1.666	1,858.5	70,898,384	88,480
AAT	2016-05-20	-0.248	-0.232	540,594	45,405,680	0.305	0.553	3.099	1,790.800049	70,982,080	173,600
AAT	2016-05-27	-0.191	0.057	540,594	45,404,732	0.305	0.495	3.606	1,823	71,065,776	85,300
AAT	2016-06-03	-0.114	0.077	549,315.9375	45,405,272	0.307	0.421	2.552	1,876.599976	71,149,464	149,000
AAT	2016-06-10	-0.205	-0.091	549,315.9375	45,406,656	0.306	0.512	3.665	1,870.300049	71,233,152	145,200
AAT	2016-06-17	-0.143	0.062	499,987	45,406,332	0.288	0.431	2.13	1,849.400024	71,316,848	147,800
AAT	2016-06-24	-0.233	-0.091	499,987	45,406,864	0.288	0.521	2.694	1,852.599976	71,400,536	275,000
AAT	2016-07-01	-0.142	0.091	451,471	45,405,596	0.27	0.413	2.124	1,931.099976	71,484,232	135,200
AAT	2016-07-08	-0.233	-0.091	451,471	45,405,716	0.27	0.503	2.258	1,969.699951	71,567,920	251,750
AAT	2016-07-15	-0.239	-0.006	470,753.96875	45,406,980	0.26	0.499	3.058	2,030.599976	71,651,616	268,600
AAT	2016-07-22	-0.24	-0.001	470,753.96875	45,404,988	0.26	0.501	2.672	2,057.300049	71,735,304	165,000
AAT	2016-07-29	-0.202	0.039	470,753.96875	45,409,760	0.259	0.461	2.455	2,083.399902	71,819,000	189,400
AAT	2016-08-05	-0.234	-0.032	473,401	45,410,852	0.264	0.498	2.183	2,050.300049	72,115,928	181,600
AAT	2016-08-12	-0.209	0.025	473,401	45,410,704	0.264	0.474	1.968	2,062.100098	72,412,856	188,200
AAT	2016-08-19	-0.197	0.012	492,877	45,411,128	0.283	0.48	2.749	2,015.800049	72,709,784	168,000
AAT	2016-08-26	-0.141	0.057	492,877	45,411,764	0.284	0.424	2.418	2,007.199951	73,006,712	94,200
AAT	2016-09-02	-0.185	-0.045	535,453	45,411,048	0.302	0.487	2.809	2,021.699951	73,303,640	152,300
AAT	2016-09-09	-0.164	0.021	535,453	45,411,712	0.303	0.466	2.149	1,946.800049	73,600,568	155,250
AAT	2016-09-16	-0.161	0.003	439,191	45,410,068	0.271	0.432	2.503	1,921.300049	73,897,504	175,600
AAT	2016-09-23	-0.169	-0.008	439,191	45,410,540	0.271	0.44	1.841	2,007.599976	74,194,440	123,600
AAT	2016-09-30	-0.188	-0.019	477,904	45,410,328	0.28	0.468	2.881	1,969.900024	74,491,360	148,000
AAT	2016-10-07	-0.203	-0.015	477,904	45,409,592	0.279	0.482	2.158	1,845.900024	74,788,288	202,000
AAT	2016-10-14	-0.158	0.044	477,904	45,409,716	0.279	0.437	2.153	1,850.900024	75,085,216	185,400
AAT	2016-10-21	-0.175	-0.017	478,377	45,412,000	0.287	0.462	1.9	1,824.199951	75,382,144	166,000
AAT	2016-10-28	-0.158	0.017	478,377	45,409,792	0.286	0.444	2.879	1,761.900024	75,679,072	174,400
AAT	2016-11-04	-0.245	-0.088	448,320	45,641,756	0.273	0.519	3.295	1,753.099976	75,976,000	285,200
AAT	2016-11-11	-0.254	-0.008	448,320	45,640,768	0.274	0.528	2.363	1,827	76,015,064	299,400
AAT	2016-11-18	-0.281	-0.027	476,884	45,640,260	0.286	0.567	6.539	1,832	76,054,136	248,400
AAT	2016-11-25	-0.26	0.021	476,884	45,639,948	0.285	0.545	3.287	1,850.699951	76,093,200	156,000
AAT	2016-12-02	-0.201	0.059	549,590	45,639,928	0.308	0.509	2.156	1,815.099976	76,132,264	239,000
AAT	2016-12-09	-0.199	0.002	549,590	45,641,264	0.307	0.507	2.556	1,946.599976	76,171,336	274,000
AAT	2016-12-16	-0.238	-0.039	466,532	45,639,824	0.298	0.537	2.912	1,943.800049	76,210,400	398,800
AAT	2016-12-23	-0.242	-0.004	466,532	45,641,208	0.298	0.54	2.68	1,936.099976	76,249,464	206,000
AAT	2016-12-30	-0.26	-0.018	396,769	45,640,668	0.28	0.54	2.291	1,966.199951	76,288,536	222,500
AAT	2017-01-06	-0.275	-0.015	396,769	45,641,436	0.279	0.554	3.853	1,995.900024	76,327,600	406,249.96875
AAT	2017-01-13	-0.183	0.092	396,769	45,640,548	0.279	0.462	2.6	1,963	76,366,664	107,120
AAT	2017-01-20	-0.148	0.034	538,354	45,641,144	0.347	0.495	1.649	1,961.199951	76,405,736	139,250
AAT	2017-01-27	-0.151	-0.003	538,354	45,640,848	0.347	0.498	2.447	1,944.300049	76,444,800	116,900
AAT	2017-02-03	-0.087	0.064	701,122	45,641,024	0.397	0.483	2.615	1,958	76,483,864	244,600
AAT	2017-02-10	-0.072	0.015	701,122	45,640,088	0.396	0.468	1.557	2,003.599976	76,522,936	112,400
AAT	2017-02-17	-0.136	-0.064	559,059	46,430,556	0.352	0.487	2.291	2,005.800049	76,562,000	156,800
AAT	2017-02-24	-0.132	0.003	559,059	46,431,000	0.353	0.485	2.709	2,049	76,310,184	247,500
AAT	2017-03-03	-0.166	-0.034	539,224	46,431,724	0.348	0.515	2.903	1,996.099976	76,058,360	224,800
AAT	2017-03-10	-0.134	0.032	539,224	46,430,304	0.348	0.483	2.135	1,912	75,806,544	221,000
AAT	2017-03-17	-0.183	-0.049	545,136	46,430,428	0.348	0.531	2.517	1,965.400024	75,554,728	608,600
AAT	2017-03-24	-0.246	-0.063	545,136	46,431,300	0.348	0.594	2.351	1,946.400024	75,302,912	339,000
AAT	2017-03-31	-0.116	0.13	801,037	46,431,644	0.43	0.546	1.134	1,942.699951	75,051,088	308,800
AAT	2017-04-07	-0.098	0.018	801,037	46,431,464	0.431	0.528	1.434	1,947.800049	74,799,280	237,600
AAT	2017-04-14	-0.118	-0.021	801,037	46,430,200	0.431	0.549	1.523	2,035.5	74,547,456	423,500
AAT	2017-04-21	-0.091	0.028	877,950	46,430,512	0.451	0.542	1.224	2,051.300049	74,295,640	236,600
AAT	2017-04-28	-0.058	0.033	1,000,611.9375	46,432,404	0.48	0.538	1.204	1,988.699951	74,043,816	298,400
AAT	2017-05-05	-0.074	-0.016	1,000,611.9375	47,113,304	0.479	0.553	1.317	1,958.5	73,791,992	298,200
AAT	2017-05-12	-0.089	-0.015	1,000,611.9375	47,112,748	0.479	0.568	1.849	1,855.300049	74,046,920	326,000
AAT	2017-05-19	0.053	0.142	1,197,138	47,113,820	0.52	0.467	0.931	1,854.400024	74,301,848	299,000
AAT	2017-05-26	-0.018	-0.071	1,197,138	47,113,872	0.519	0.537	1.133	1,857.699951	74,556,768	274,800
AAT	2017-06-02	-0.029	-0.011	1,262,256	47,113,660	0.531	0.56	1.819	1,890.199951	74,811,696	227,250
AAT	2017-06-09	0.003	0.032	1,262,256	47,112,536	0.532	0.529	1.128	1,909	75,066,616	239,600
AAT	2017-06-16	0.037	0.034	1,431,583	47,114,328	0.556	0.519	1.087	1,887.400024	75,321,536	317,000
AAT	2017-06-23	0.014	-0.023	1,431,583	47,113,120	0.556	0.542	1.329	1,878.400024	75,576,464	251,200
AAT	2017-06-30	-0.026	-0.04	1,164,881	47,113,484	0.506	0.531	1.284	1,855.800049	75,831,384	222,800
AAT	2017-07-07	-0.01	0.015	1,164,881	47,114,112	0.505	0.515	0.866	1,849.699951	76,086,304	194,500
AAT	2017-07-14	0.003	0.013	1,164,881	47,114,364	0.505	0.502	0.824	1,866.199951	76,341,232	176,800
AAT	2017-07-21	-0.052	-0.055	905,308.0625	47,114,424	0.433	0.485	1.214	1,894	76,596,152	176,600
AAT	2017-07-28	-0.088	-0.036	905,308.0625	47,114,424	0.433	0.521	1.647	1,894	76,851,080	193,000
AAT	2017-08-04	-0.043	0.046	1,074,368	47,130,476	0.476	0.519	1.316	1,903.599976	77,106,000	192,600
AAT	2017-08-11	-0.035	0.008	1,074,368	47,131,004	0.477	0.512	1.398	1,874.400024	77,508,536	246,800
AAT	2017-08-18	0.026	0.061	1,267,215	47,129,236	0.524	0.498	0.878	1,878.099976	77,911,080	224,000
AAT	2017-08-25	0.038	0.011	1,267,215	47,128,860	0.524	0.486	0.703	1,923.800049	78,313,616	218,800
AAT	2017-09-01	-0.018	-0.056	1,077,574	47,131,288	0.484	0.502	1.048	1,920.599976	78,716,152	197,000
AAT	2017-09-08	-0.055	-0.037	1,077,574	47,129,176	0.484	0.539	1.151	1,919.099976	79,118,696	231,750
AAT	2017-09-15	-0.023	0.032	1,039,021	47,129,124	0.461	0.484	1.109	1,912.5	79,521,232	214,600
AAT	2017-09-22	-0.049	-0.026	1,039,021	47,128,860	0.461	0.51	1.147	1,876.199951	79,923,768	187,000
AAT	2017-09-29	-0.055	-0.007	1,039,021	47,131,004	0.461	0.516	1.227	1,874.400024	80,326,304	199,000
AAT	2017-10-06	-0.04	0.015	1,058,471	47,129,376	0.465	0.505	1.224	1,897.900024	80,728,848	178,600
AAT	2017-10-13	-0.012	0.028	1,058,471	47,130,728	0.465	0.477	1.147	1,943.199951	81,131,384	168,000
AAT	2017-10-20	-0.033	-0.021	1,038,096	47,130,792	0.469	0.502	0.952	1,841.400024	81,533,920	182,200
AAT	2017-10-27	-0.039	-0.006	1,038,096	47,130,900	0.469	0.508	1.853	1,857.900024	81,936,464	256,800
AAT	2017-11-03	-0.036	0.004	1,050,312	47,127,216	0.477	0.512	1.238	1,807.800049	82,339,000	416,600
AAT	2017-11-10	-0.061	-0.026	1,050,312	47,126,872	0.478	0.539	1.261	1,853.5	82,299,464	344,600
AAT	2017-11-17	0.028	0.09	1,480,716	47,128,740	0.565	0.536	0.824	1,859.699951	82,259,936	256,200
AAT	2017-11-24	0.052	0.024	1,480,716	47,126,640	0.565	0.513	0.816	1,868.099976	82,220,400	201,750
AAT	2017-12-01	0.012	-0.04	1,352,605	47,129,012	0.54	0.528	0.787	1,848.400024	82,180,864	238,000
AAT	2017-12-08	0.02	0.009	1,352,605	47,126,524	0.54	0.52	0.87	1,813.900024	82,141,336	200,400
AAT	2017-12-15	0.017	-0.003	1,152,757	47,126,848	0.499	0.482	0.872	1,850.199951	82,101,800	302,800

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