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	2019-11-22	-0.126	-0.054	850,337	59,956,556	0.354	0.48	1.747	2,759.800049	98,479,000	299,600
AAT	2019-11-29	-0.072	0.054	850,337	59,957,924	0.355	0.426	1.394	2,849.800049	98,518,000	226,500
AAT	2019-12-06	-0.077	-0.006	913,403	59,957,804	0.37	0.447	1.109	2,842	98,557,000	280,600
AAT	2019-12-13	-0.079	-0.002	913,403	59,957,496	0.37	0.449	1.088	2,680.100098	98,596,000	313,200
AAT	2019-12-20	-0.11	-0.031	729,971	59,957,732	0.325	0.435	2.212	2,695.100098	98,635,000	481,800
AAT	2019-12-27	-0.049	0.062	729,971	59,958,012	0.325	0.374	1.646	2,713.100098	98,674,000	145,500
AAT	2020-01-03	-0.129	-0.08	711,406	59,956,408	0.312	0.441	2.433	2,750.800049	98,713,000	278,000
AAT	2020-01-10	-0.124	0.005	711,406	59,956,100	0.311	0.435	1.783	2,731.600098	98,752,008	220,800
AAT	2020-01-17	-0.104	0.02	650,188.0625	59,957,292	0.292	0.396	3.206	2,807.800049	98,791,000	282,800
AAT	2020-01-24	-0.073	0.031	650,188.0625	59,956,008	0.292	0.365	1.974	2,862.300049	98,830,000	265,500
AAT	2020-01-31	-0.053	0.02	806,991	59,956,100	0.336	0.389	1.809	2,731.600098	98,869,000	274,000
AAT	2020-02-07	-0.097	-0.044	806,991	59,956,588	0.336	0.433	1.578	2,762.199951	98,908,000	214,600
AAT	2020-02-14	-0.046	0.051	806,991	60,068,564	0.335	0.381	1.869	2,803.399902	98,947,000	589,600
AAT	2020-02-21	-0.12	-0.074	837,938	60,068,136	0.348	0.468	1.492	2,733.100098	98,746,640	288,000
AAT	2020-02-28	-0.117	0.003	837,938	60,067,552	0.348	0.465	1.503	2,489.800049	98,546,272	347,400
AAT	2020-03-06	-0.032	0.085	948,485	60,067,832	0.378	0.41	0.439	2,479.600098	98,345,912	416,400
AAT	2020-03-13	-0.097	-0.065	948,485	60,068,312	0.379	0.476	1.489	2,022.5	98,145,544	498,000
AAT	2020-03-20	-0.105	-0.008	977,942	60,066,788	0.379	0.484	1.191	1,349.099976	97,945,184	586,200
AAT	2020-03-27	-0.161	-0.056	977,942	60,068,852	0.379	0.54	1.602	1,483.099976	97,744,816	684,800
AAT	2020-04-03	-0.159	0.001	1,091,394	60,069,836	0.39	0.55	2.273	1,290.300049	97,544,456	448,400
AAT	2020-04-10	-0.116	0.043	1,091,394	60,067,592	0.39	0.506	1.061	1,777.400024	97,344,088	579,750
AAT	2020-04-17	-0.139	-0.023	878,924.0625	60,068,572	0.357	0.497	1.628	1,576.800049	97,143,728	363,000
AAT	2020-04-24	-0.175	-0.036	878,924.0625	60,069,284	0.358	0.533	1.683	1,560.599976	96,943,360	298,600
AAT	2020-05-01	-0.116	0.06	588,997	60,069,392	0.277	0.393	2.158	1,644.699951	96,743,000	402,000
AAT	2020-05-08	-0.243	-0.128	588,997	60,068,296	0.278	0.521	2.56	1,671.099976	95,617,304	390,200
AAT	2020-05-15	-0.162	0.082	706,006	60,069,732	0.308	0.469	2.207	1,464.5	94,491,616	471,800
AAT	2020-05-22	-0.198	-0.036	706,006	60,067,544	0.307	0.505	1.549	1,511.900024	93,365,920	321,600
AAT	2020-05-29	-0.145	0.053	706,006	60,068,776	0.307	0.452	3.592	1,572	92,240,232	469,750.03125
AAT	2020-06-05	-0.243	-0.098	662,915.9375	60,067,008	0.29	0.532	3.791	1,972	91,114,536	465,600
AAT	2020-06-12	-0.206	0.037	662,915.9375	60,066,776	0.29	0.496	2.139	1,799	89,988,848	511,200
AAT	2020-06-19	-0.221	-0.015	447,657.96875	60,067,180	0.236	0.457	3.052	1,698.699951	88,863,152	478,800
AAT	2020-06-26	-0.299	-0.079	447,657.96875	60,068,128	0.236	0.535	3.325	1,675.300049	87,737,464	630,000
AAT	2020-07-03	-0.148	0.151	567,955.9375	60,067,644	0.272	0.42	3.437	1,687.300049	86,611,768	324,500
AAT	2020-07-10	-0.218	-0.07	567,955.9375	60,066,224	0.272	0.49	1.836	1,632.599976	85,486,072	326,400
AAT	2020-07-17	-0.167	0.051	622,209	60,068,256	0.264	0.431	2.798	1,584	84,360,384	269,600
AAT	2020-07-24	-0.204	-0.036	622,209	60,066,488	0.264	0.468	2.512	1,535.900024	83,234,696	234,200
AAT	2020-07-31	-0.193	0.011	577,500.0625	60,074,072	0.254	0.447	2.666	1,622	82,109,000	351,000
AAT	2020-08-07	-0.154	0.038	577,500.0625	60,073,180	0.256	0.41	2.162	1,641.800049	82,283,232	268,000
AAT	2020-08-14	-0.106	0.048	577,500.0625	60,073,640	0.257	0.363	1.79	1,631.599976	82,457,464	270,800
AAT	2020-08-21	-0.173	-0.066	551,776	60,072,028	0.255	0.427	2.351	1,501.199951	82,631,696	239,200
AAT	2020-08-28	-0.176	-0.003	551,776	60,073,872	0.255	0.431	2.56	1,545.099976	82,805,920	296,600
AAT	2020-09-04	-0.151	0.025	577,163	60,072,660	0.265	0.416	2.096	1,570.900024	82,980,152	285,800
AAT	2020-09-11	-0.127	0.024	577,163	60,072,996	0.266	0.393	2.194	1,481.400024	83,154,384	300,000
AAT	2020-09-18	-0.11	0.017	712,502	60,075,516	0.314	0.424	1.592	1,511.5	83,328,616	436,000
AAT	2020-09-25	-0.152	-0.042	712,502	60,072,680	0.313	0.466	2.023	1,405.099976	83,502,848	397,000
AAT	2020-10-02	-0.095	0.057	593,153	60,074,652	0.272	0.367	2.37	1,528.900024	83,677,080	227,800
AAT	2020-10-09	-0.204	-0.109	593,153	60,072,600	0.273	0.477	3.496	1,572.099976	83,851,304	286,200
AAT	2020-10-16	-0.113	0.091	661,778	60,074,504	0.296	0.409	1.241	1,451.400024	84,025,536	219,600
AAT	2020-10-23	-0.049	0.064	661,778	60,073,860	0.296	0.345	1.708	1,464	84,199,768	193,000
AAT	2020-10-30	-0.055	-0.006	776,525	60,281,888	0.329	0.384	1.625	1,261.699951	84,374,000	347,200
AAT	2020-11-06	-0.078	-0.023	776,525	60,281,492	0.33	0.408	1.602	1,263.5	84,184,816	404,600
AAT	2020-11-13	-0.152	-0.074	776,525	60,281,956	0.331	0.483	2.146	1,603.5	83,995,624	619,600
AAT	2020-11-20	-0.182	-0.03	680,067.9375	60,283,808	0.303	0.485	1.932	1,720.5	83,806,440	354,800
AAT	2020-11-27	-0.195	-0.013	680,067.9375	60,281,644	0.303	0.498	2.437	1,819.300049	83,617,248	398,249.96875
AAT	2020-12-04	-0.181	0.014	606,874	60,283,140	0.284	0.465	2.221	1,873.599976	83,428,064	292,400
AAT	2020-12-11	-0.096	0.085	606,874	60,283,152	0.284	0.38	1.773	1,745.800049	83,238,872	204,800
AAT	2020-12-18	-0.081	0.015	707,321	60,282,584	0.319	0.401	2.244	1,706.599976	83,049,688	506,800
AAT	2020-12-25	-0.07	0.011	707,321	60,281,192	0.319	0.389	1.176	1,715	82,860,496	196,500
AAT	2021-01-01	-0.063	0.007	735,009	60,283,936	0.326	0.389	2.654	1,741	82,671,312	150,750
AAT	2021-01-08	-0.078	-0.015	735,009	60,283,484	0.326	0.404	2.016	1,701.199951	82,482,128	231,200
AAT	2021-01-15	0.019	0.097	995,473	60,283,344	0.384	0.365	1.636	1,744.599976	82,292,936	185,200
AAT	2021-01-22	0.008	-0.011	995,473	60,282,956	0.385	0.377	1.042	1,747	82,103,752	251,250
AAT	2021-01-29	0.02	0.012	995,473	60,282,304	0.384	0.364	1.434	1,665.599976	81,914,560	308,800
AAT	2021-02-05	-0.014	-0.035	1,082,209	60,284,628	0.411	0.425	3.002	1,736.800049	81,725,376	160,000
AAT	2021-02-12	0.064	0.078	1,082,209	60,282,580	0.41	0.347	1.001	1,813.300049	81,536,184	269,800
AAT	2021-02-19	-0.004	-0.067	1,055,695	60,474,404	0.408	0.412	1.276	1,771.900024	81,347,000	372,000
AAT	2021-02-26	-0.016	-0.012	1,055,695	60,472,972	0.408	0.424	1.411	1,879.5	81,610,896	418,600
AAT	2021-03-05	-0.01	0.006	1,051,130	60,473,988	0.404	0.414	1.328	2,092.399902	81,874,800	437,400
AAT	2021-03-12	-0.094	-0.083	1,051,130	60,473,368	0.404	0.497	1.483	2,146.199951	82,138,704	566,200
AAT	2021-03-19	-0.053	0.041	1,076,107	60,474,076	0.403	0.455	1.251	2,041	82,402,600	412,600
AAT	2021-03-26	-0.047	0.006	1,076,107	60,472,912	0.402	0.448	1.296	2,020.400024	82,666,496	272,200
AAT	2021-04-02	-0.016	0.031	1,282,340	60,472,444	0.439	0.454	0.862	1,996.800049	82,930,400	335,000
AAT	2021-04-09	0.065	0.081	1,282,340	60,473,604	0.437	0.371	0.896	2,004.699951	83,194,304	202,400
AAT	2021-04-16	-0	-0.066	1,032,540.0625	60,473,216	0.376	0.376	1.229	2,031.900024	83,458,200	224,400
AAT	2021-04-23	0.008	0.008	1,032,540.0625	60,474,664	0.376	0.368	1.004	2,076.699951	83,722,096	211,600
AAT	2021-04-30	0.076	0.069	1,160,891	60,473,612	0.4	0.323	0.897	2,119.600098	83,986,000	264,000
AAT	2021-05-07	0.041	-0.035	1,160,891	60,471,188	0.4	0.358	0.986	2,130.399902	84,587,768	268,000
AAT	2021-05-14	0.051	0.01	1,160,891	60,471,828	0.402	0.351	1.153	2,114.699951	85,189,536	235,200
AAT	2021-05-21	0.001	-0.05	1,081,233	60,471,828	0.38	0.379	1.189	2,114.699951	85,791,304	299,600
AAT	2021-05-28	-0.023	-0.024	1,081,233	60,473,328	0.38	0.403	1.83	2,210.300049	86,393,080	316,600
AAT	2021-06-04	-0.068	-0.044	1,005,458	60,473,064	0.353	0.421	1.408	2,301	86,994,848	595,500.0625
AAT	2021-06-11	-0.079	-0.011	1,005,458	60,472,136	0.354	0.434	1.555	2,343.899902	87,596,616	325,400
AAT	2021-06-18	-0.03	0.049	966,286	60,473,488	0.343	0.373	1.503	2,235.100098	88,198,384	362,600
AAT	2021-06-25	-0.113	-0.083	966,286	60,471,880	0.342	0.455	1.365	2,268.300049	88,800,152	301,400
AAT	2021-07-02	-0.058	0.055	919,594	60,472,508	0.329	0.387	1.291	2,265.300049	89,401,920	258,200
AAT	2021-07-09	-0.073	-0.015	919,594	60,471,020	0.329	0.402	1.137	2,285.199951	90,003,696	288,249.96875
AAT	2021-07-16	-0.082	-0.008	776,525	60,472,972	0.313	0.395	1.83	2,237.5	90,605,464	283,600
AAT	2021-07-23	-0.121	-0.039	776,525	60,473,064	0.313	0.434	1.706	2,211.5	91,207,232	400,400
AAT	2021-07-30	-0.037	0.084	907,078	60,471,160	0.352	0.388	1.124	2,233.199951	91,809,000	314,400
AAT	2021-08-06	-0.05	-0.014	907,078	60,471,920	0.352	0.402	1.267	2,293.699951	92,307,232	264,000
AAT	2021-08-13	-0.021	0.029	907,078	60,473,324	0.353	0.375	1.168	2,312.5	92,805,464	180,000
AAT	2021-08-20	-0.016	0.005	969,144	60,472,676	0.374	0.39	1.593	2,290.100098	93,303,696	214,800
AAT	2021-08-27	-0.014	0.003	969,144	60,472,204	0.374	0.387	1.346	2,382	93,801,920	179,400
AAT	2021-09-03	0.034	0.047	1,135,849	60,472,476	0.407	0.373	1.648	2,406.199951	94,300,152	220,400
AAT	2021-09-10	0.029	-0.005	1,135,849	60,471,328	0.407	0.379	1.305	2,309.399902	94,798,384	239,750
AAT	2021-09-17	0.049	0.02	1,257,874	60,470,932	0.43	0.381	1.216	2,298.5	95,296,616	348,200
AAT	2021-09-24	0.022	-0.027	1,257,874	60,471,744	0.43	0.409	0.951	2,333	95,794,848	217,200
AAT	2021-10-01	0.068	0.046	1,246,517	60,471,820	0.429	0.361	1.168	2,307	96,293,080	297,600
AAT	2021-10-08	0.049	-0.019	1,246,517	60,470,956	0.429	0.38	1.1	2,311.199951	96,791,304	210,600
AAT	2021-10-15	0.037	-0.012	1,159,364	60,470,892	0.413	0.376	1.046	2,388.600098	97,289,536	173,800

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