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	2019-11-22	-0.088	-0.007	850,337	59,956,556	0.354	0.442	1.364	2,759.800049	98,479,000	299,600
AAT	2019-11-29	-0.06	0.028	850,337	59,957,924	0.354	0.414	1.36	2,849.800049	98,518,000	226,500
AAT	2019-12-06	-0.105	-0.045	913,403	59,957,804	0.369	0.474	2.978	2,842	98,557,000	280,600
AAT	2019-12-13	-0.078	0.027	913,403	59,957,496	0.37	0.447	1.495	2,680.100098	98,596,000	313,200
AAT	2019-12-20	-0.095	-0.018	729,971	59,957,732	0.324	0.42	1.919	2,695.100098	98,635,000	481,800
AAT	2019-12-27	-0.053	0.043	729,971	59,958,012	0.325	0.378	1.704	2,713.100098	98,674,000	145,500
AAT	2020-01-03	-0.119	-0.066	711,406	59,956,408	0.311	0.43	1.505	2,750.800049	98,713,000	278,000
AAT	2020-01-10	-0.126	-0.008	711,406	59,956,100	0.311	0.437	1.306	2,731.600098	98,752,008	220,800
AAT	2020-01-17	-0.069	0.057	650,188.0625	59,957,292	0.292	0.361	1.704	2,807.800049	98,791,000	282,800
AAT	2020-01-24	-0.109	-0.039	650,188.0625	59,956,008	0.292	0.401	2.446	2,862.300049	98,830,000	265,500
AAT	2020-01-31	-0.072	0.037	806,991	59,956,100	0.336	0.407	1.598	2,731.600098	98,869,000	274,000
AAT	2020-02-07	-0.098	-0.026	806,991	59,956,588	0.336	0.434	1.024	2,762.199951	98,908,000	214,600
AAT	2020-02-14	-0.038	0.06	806,991	60,068,564	0.335	0.374	2.092	2,803.399902	98,947,000	589,600
AAT	2020-02-21	-0.101	-0.063	837,938	60,068,136	0.349	0.45	1.491	2,733.100098	98,746,640	288,000
AAT	2020-02-28	-0.114	-0.012	837,938	60,067,552	0.349	0.463	2.23	2,489.800049	98,546,272	347,400
AAT	2020-03-06	-0.044	0.069	948,485	60,067,832	0.378	0.422	1.112	2,479.600098	98,345,912	416,400
AAT	2020-03-13	-0.094	-0.05	948,485	60,068,312	0.379	0.473	1.488	2,022.5	98,145,544	498,000
AAT	2020-03-20	-0.085	0.009	977,942	60,066,788	0.379	0.464	1.338	1,349.099976	97,945,184	586,200
AAT	2020-03-27	-0.168	-0.082	977,942	60,068,852	0.379	0.547	1.619	1,483.099976	97,744,816	684,800
AAT	2020-04-03	-0.099	0.068	1,091,394	60,069,836	0.39	0.49	1.24	1,290.300049	97,544,456	448,400
AAT	2020-04-10	-0.126	-0.027	1,091,394	60,067,592	0.39	0.516	1.384	1,777.400024	97,344,088	579,750
AAT	2020-04-17	-0.145	-0.019	878,924.0625	60,068,572	0.357	0.503	1.7	1,576.800049	97,143,728	363,000
AAT	2020-04-24	-0.138	0.007	878,924.0625	60,069,284	0.358	0.495	1.412	1,560.599976	96,943,360	298,600
AAT	2020-05-01	-0.124	0.014	588,997	60,069,392	0.278	0.401	2.608	1,644.699951	96,743,000	402,000
AAT	2020-05-08	-0.212	-0.089	588,997	60,068,296	0.278	0.49	1.826	1,671.099976	95,617,304	390,200
AAT	2020-05-15	-0.155	0.058	706,006	60,069,732	0.307	0.462	2.301	1,464.5	94,491,616	471,800
AAT	2020-05-22	-0.21	-0.056	706,006	60,067,544	0.307	0.517	2.356	1,511.900024	93,365,920	321,600
AAT	2020-05-29	-0.143	0.067	706,006	60,068,776	0.307	0.45	1.499	1,572	92,240,232	469,750.03125
AAT	2020-06-05	-0.211	-0.068	662,915.9375	60,067,008	0.29	0.501	2.047	1,972	91,114,536	465,600
AAT	2020-06-12	-0.182	0.029	662,915.9375	60,066,776	0.29	0.473	2.061	1,799	89,988,848	511,200
AAT	2020-06-19	-0.213	-0.031	447,657.96875	60,067,180	0.236	0.449	2.817	1,698.699951	88,863,152	478,800
AAT	2020-06-26	-0.282	-0.069	447,657.96875	60,068,128	0.236	0.519	3.125	1,675.300049	87,737,464	630,000
AAT	2020-07-03	-0.116	0.166	567,955.9375	60,067,644	0.272	0.388	2.219	1,687.300049	86,611,768	324,500
AAT	2020-07-10	-0.197	-0.081	567,955.9375	60,066,224	0.272	0.47	2.184	1,632.599976	85,486,072	326,400
AAT	2020-07-17	-0.165	0.032	622,209	60,068,256	0.265	0.43	1.893	1,584	84,360,384	269,600
AAT	2020-07-24	-0.157	0.008	622,209	60,066,488	0.265	0.421	1.97	1,535.900024	83,234,696	234,200
AAT	2020-07-31	-0.171	-0.015	577,500.0625	60,074,072	0.255	0.426	2.192	1,622	82,109,000	351,000
AAT	2020-08-07	-0.149	0.023	577,500.0625	60,073,180	0.256	0.405	1.857	1,641.800049	82,283,232	268,000
AAT	2020-08-14	-0.106	0.042	577,500.0625	60,073,640	0.257	0.364	1.81	1,631.599976	82,457,464	270,800
AAT	2020-08-21	-0.159	-0.052	551,776	60,072,028	0.255	0.414	2.245	1,501.199951	82,631,696	239,200
AAT	2020-08-28	-0.135	0.024	551,776	60,073,872	0.255	0.39	1.633	1,545.099976	82,805,920	296,600
AAT	2020-09-04	-0.143	-0.008	577,163	60,072,660	0.266	0.409	2.326	1,570.900024	82,980,152	285,800
AAT	2020-09-11	-0.139	0.004	577,163	60,072,996	0.266	0.405	1.753	1,481.400024	83,154,384	300,000
AAT	2020-09-18	-0.12	0.019	712,502	60,075,516	0.314	0.434	1.807	1,511.5	83,328,616	436,000
AAT	2020-09-25	-0.116	0.004	712,502	60,072,680	0.314	0.43	1.365	1,405.099976	83,502,848	397,000
AAT	2020-10-02	-0.076	0.039	593,153	60,074,652	0.272	0.349	2.264	1,528.900024	83,677,080	227,800
AAT	2020-10-09	-0.235	-0.159	593,153	60,072,600	0.273	0.508	7.248	1,572.099976	83,851,304	286,200
AAT	2020-10-16	-0.124	0.111	661,778	60,074,504	0.297	0.42	1.389	1,451.400024	84,025,536	219,600
AAT	2020-10-23	-0.075	0.049	661,778	60,073,860	0.297	0.372	0.292	1,464	84,199,768	193,000
AAT	2020-10-30	-0.036	0.039	776,525	60,281,888	0.329	0.365	1.534	1,261.699951	84,374,000	347,200
AAT	2020-11-06	-0.089	-0.053	776,525	60,281,492	0.33	0.42	2.117	1,263.5	84,184,816	404,600
AAT	2020-11-13	-0.143	-0.054	776,525	60,281,956	0.332	0.475	2.188	1,603.5	83,995,624	619,600
AAT	2020-11-20	-0.187	-0.044	680,067.9375	60,283,808	0.304	0.49	2.052	1,720.5	83,806,440	354,800
AAT	2020-11-27	-0.167	0.019	680,067.9375	60,281,644	0.303	0.471	2.011	1,819.300049	83,617,248	398,249.96875
AAT	2020-12-04	-0.17	-0.002	606,874	60,283,140	0.285	0.454	2.309	1,873.599976	83,428,064	292,400
AAT	2020-12-11	-0.125	0.044	606,874	60,283,152	0.285	0.41	2.687	1,745.800049	83,238,872	204,800
AAT	2020-12-18	-0.08	0.045	707,321	60,282,584	0.32	0.399	1.952	1,706.599976	83,049,688	506,800
AAT	2020-12-25	-0.091	-0.011	707,321	60,281,192	0.319	0.41	2.059	1,715	82,860,496	196,500
AAT	2021-01-01	0.017	0.108	735,009	60,283,936	0.326	0.309	1.602	1,741	82,671,312	150,750
AAT	2021-01-08	-0.06	-0.077	735,009	60,283,484	0.326	0.386	1.444	1,701.199951	82,482,128	231,200
AAT	2021-01-15	0.015	0.075	995,473	60,283,344	0.384	0.37	1.203	1,744.599976	82,292,936	185,200
AAT	2021-01-22	0.019	0.004	995,473	60,282,956	0.385	0.367	1.23	1,747	82,103,752	251,250
AAT	2021-01-29	0.025	0.006	995,473	60,282,304	0.384	0.359	1.358	1,665.599976	81,914,560	308,800
AAT	2021-02-05	0.043	0.018	1,082,209	60,284,628	0.411	0.369	1.107	1,736.800049	81,725,376	160,000
AAT	2021-02-12	0.01	-0.033	1,082,209	60,282,580	0.41	0.4	1.23	1,813.300049	81,536,184	269,800
AAT	2021-02-19	-0.013	-0.023	1,055,695	60,474,404	0.408	0.422	1.328	1,771.900024	81,347,000	372,000
AAT	2021-02-26	-0.025	-0.012	1,055,695	60,472,972	0.408	0.433	1.5	1,879.5	81,610,896	418,600
AAT	2021-03-05	-0.025	0	1,051,130	60,473,988	0.404	0.428	1.147	2,092.399902	81,874,800	437,400
AAT	2021-03-12	-0.091	-0.067	1,051,130	60,473,368	0.404	0.495	1.416	2,146.199951	82,138,704	566,200
AAT	2021-03-19	-0.088	0.003	1,076,107	60,474,076	0.403	0.492	1.415	2,041	82,402,600	412,600
AAT	2021-03-26	-0.045	0.043	1,076,107	60,472,912	0.402	0.448	1.076	2,020.400024	82,666,496	272,200
AAT	2021-04-02	-0.007	0.039	1,282,340	60,472,444	0.44	0.447	0.847	1,996.800049	82,930,400	335,000
AAT	2021-04-09	-0.012	-0.005	1,282,340	60,473,604	0.438	0.449	3.32	2,004.699951	83,194,304	202,400
AAT	2021-04-16	-0.022	-0.01	1,032,540.0625	60,473,216	0.377	0.399	1.431	2,031.900024	83,458,200	224,400
AAT	2021-04-23	-0.011	0.011	1,032,540.0625	60,474,664	0.377	0.388	0.796	2,076.699951	83,722,096	211,600
AAT	2021-04-30	0.066	0.077	1,160,891	60,473,612	0.401	0.335	1.011	2,119.600098	83,986,000	264,000
AAT	2021-05-07	0.007	-0.06	1,160,891	60,471,188	0.401	0.395	1.03	2,130.399902	84,587,768	268,000
AAT	2021-05-14	0.017	0.01	1,160,891	60,471,828	0.403	0.386	1.267	2,114.699951	85,189,536	235,200
AAT	2021-05-21	-0.016	-0.033	1,081,233	60,471,828	0.382	0.398	1.792	2,114.699951	85,791,304	299,600
AAT	2021-05-28	-0.015	0.002	1,081,233	60,473,328	0.382	0.396	1.653	2,210.300049	86,393,080	316,600
AAT	2021-06-04	-0.071	-0.056	1,005,458	60,473,064	0.356	0.426	1.835	2,301	86,994,848	595,500.0625
AAT	2021-06-11	-0.066	0.005	1,005,458	60,472,136	0.357	0.423	1.238	2,343.899902	87,596,616	325,400
AAT	2021-06-18	-0.06	0.006	966,286	60,473,488	0.345	0.405	2.271	2,235.100098	88,198,384	362,600
AAT	2021-06-25	-0.076	-0.016	966,286	60,471,880	0.344	0.42	1.284	2,268.300049	88,800,152	301,400
AAT	2021-07-02	-0.067	0.009	919,594	60,472,508	0.331	0.397	1.413	2,265.300049	89,401,920	258,200
AAT	2021-07-09	-0.071	-0.005	919,594	60,471,020	0.331	0.402	1.104	2,285.199951	90,003,696	288,249.96875
AAT	2021-07-16	-0.095	-0.024	776,525	60,472,972	0.315	0.41	1.593	2,237.5	90,605,464	283,600
AAT	2021-07-23	-0.133	-0.038	776,525	60,473,064	0.315	0.448	1.752	2,211.5	91,207,232	400,400
AAT	2021-07-30	-0.074	0.06	907,078	60,471,160	0.354	0.427	1.871	2,233.199951	91,809,000	314,400
AAT	2021-08-06	-0.061	0.013	907,078	60,471,920	0.355	0.415	1.038	2,293.699951	92,307,232	264,000
AAT	2021-08-13	-0.022	0.039	907,078	60,473,324	0.356	0.378	1.38	2,312.5	92,805,464	180,000
AAT	2021-08-20	-0.038	-0.016	969,144	60,472,676	0.376	0.414	1.275	2,290.100098	93,303,696	214,800
AAT	2021-08-27	-0.001	0.037	969,144	60,472,204	0.376	0.377	1.354	2,382	93,801,920	179,400
AAT	2021-09-03	0.049	0.05	1,135,849	60,472,476	0.41	0.361	0.859	2,406.199951	94,300,152	220,400
AAT	2021-09-10	0.05	0.001	1,135,849	60,471,328	0.41	0.36	0.726	2,309.399902	94,798,384	239,750
AAT	2021-09-17	0.097	0.047	1,257,874	60,470,932	0.433	0.336	0.952	2,298.5	95,296,616	348,200
AAT	2021-09-24	0.004	-0.093	1,257,874	60,471,744	0.434	0.429	1.186	2,333	95,794,848	217,200
AAT	2021-10-01	0.085	0.081	1,246,517	60,471,820	0.432	0.347	1.181	2,307	96,293,080	297,600
AAT	2021-10-08	0.032	-0.053	1,246,517	60,470,956	0.432	0.4	0.83	2,311.199951	96,791,304	210,600
AAT	2021-10-15	0.063	0.03	1,159,364	60,470,892	0.416	0.354	1.321	2,388.600098	97,289,536	173,800

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