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	2017-12-22	-0.053	-0.043	1,152,757	47,127,712	0.498	0.552	1.443	1,778.599976	82,062,264	230,000
AAT	2017-12-29	0.04	0.093	1,152,757	47,128,664	0.499	0.459	0.88	1,802.199951	82,022,736	144,000
AAT	2018-01-05	0.07	0.03	1,194,853	47,127,092	0.509	0.439	0.952	1,750.300049	81,983,200	147,500
AAT	2018-01-12	0.068	-0.002	1,194,853	47,128,188	0.508	0.44	0.82	1,698.5	81,943,664	129,200
AAT	2018-01-19	0.076	0.008	909,276.0625	47,128,664	0.464	0.388	1.316	1,707	81,904,136	182,000
AAT	2018-01-26	0.032	-0.044	909,276.0625	47,128,408	0.464	0.432	1.007	1,677.300049	81,864,600	161,600
AAT	2018-02-02	0.054	0.022	1,014,079	47,127,936	0.48	0.426	1.58	1,624.5	81,825,064	237,800
AAT	2018-02-09	0.012	-0.042	1,014,079	47,127,204	0.48	0.469	1.309	1,548.599976	81,785,536	248,600
AAT	2018-02-16	-0.036	-0.048	761,203	47,205,656	0.412	0.449	2.632	1,535.599976	81,746,000	340,200
AAT	2018-02-23	-0.064	-0.028	761,203	47,205,748	0.412	0.476	1.375	1,544.099976	81,653,816	435,000
AAT	2018-03-02	-0.163	-0.1	706,824	47,204,028	0.384	0.548	2.111	1,499.199951	81,561,640	386,600
AAT	2018-03-09	-0.167	-0.004	706,824	47,205,976	0.385	0.553	1.919	1,517.199951	81,469,456	321,800
AAT	2018-03-16	-0.26	-0.092	477,715	47,203,492	0.307	0.566	3.939	1,568.099976	81,377,272	751,600
AAT	2018-03-23	-0.231	0.028	477,715	47,205,788	0.307	0.538	3.08	1,500.199951	81,285,088	284,600
AAT	2018-03-30	-0.259	-0.028	412,736	47,204,428	0.273	0.532	3.238	1,577.099976	81,192,912	567,000
AAT	2018-04-06	-0.28	-0.021	412,736	47,205,924	0.273	0.553	3.279	1,625.300049	81,100,728	424,200
AAT	2018-04-13	-0.194	0.086	366,720	47,205,576	0.254	0.447	2.899	1,591.300049	81,008,544	173,800
AAT	2018-04-20	-0.22	-0.026	366,720	47,204,264	0.253	0.473	3.322	1,548.300049	80,916,360	209,200
AAT	2018-04-27	-0.221	-0.001	366,720	47,204,932	0.254	0.475	3.271	1,607.800049	80,824,184	201,800
AAT	2018-05-04	-0.253	-0.032	323,964	47,204,336	0.236	0.489	4.385	1,612.5	80,732,000	302,800
AAT	2018-05-11	-0.243	0.01	323,964	47,202,840	0.236	0.48	4.098	1,663.900024	81,062,080	315,800
AAT	2018-05-18	-0.273	-0.029	329,875	47,203,636	0.245	0.518	7.704	1,608.699951	81,392,152	417,400
AAT	2018-05-25	-0.298	-0.026	329,875	47,203,268	0.245	0.544	4.142	1,674.300049	81,722,232	225,400
AAT	2018-06-01	-0.222	0.077	441,099	47,202,416	0.291	0.513	2.624	1,721	82,052,304	338,000
AAT	2018-06-08	-0.255	-0.033	441,099	47,203,868	0.291	0.546	4.898	1,757.400024	82,382,384	270,600
AAT	2018-06-15	-0.223	0.031	471,112	47,203,528	0.307	0.53	2.949	1,767.300049	82,712,464	218,400
AAT	2018-06-22	-0.22	0.004	471,112	47,204,264	0.307	0.526	2.858	1,811.699951	83,042,536	258,000
AAT	2018-06-29	-0.17	0.049	471,112	47,202,924	0.307	0.477	3.469	1,807.400024	83,372,616	227,400
AAT	2018-07-06	-0.156	0.014	600,789	47,203,392	0.34	0.496	2.089	1,838.099976	83,702,696	232,000
AAT	2018-07-13	-0.17	-0.013	600,789	47,204,612	0.34	0.509	1.969	1,801.800049	84,032,768	261,400
AAT	2018-07-20	-0.211	-0.041	437,651	47,202,556	0.277	0.488	2.798	1,773.400024	84,362,848	191,200
AAT	2018-07-27	-0.242	-0.032	437,651	47,204,240	0.278	0.521	2.417	1,735.699951	84,692,920	234,200
AAT	2018-08-03	-0.241	0.001	349,487	47,221,508	0.247	0.488	3.947	1,835.5	85,023,000	204,800
AAT	2018-08-10	-0.217	0.024	349,487	47,222,080	0.248	0.465	3.323	1,822.300049	84,829,464	147,400
AAT	2018-08-17	-0.197	0.02	339,675	47,223,348	0.245	0.442	3.291	1,860.599976	84,635,920	121,200
AAT	2018-08-24	-0.205	-0.008	339,675	47,222,224	0.244	0.449	3.065	1,861.5	84,442,384	217,800
AAT	2018-08-31	-0.13	0.075	495,177.96875	47,222,784	0.299	0.429	2.054	1,865.300049	84,248,848	155,800
AAT	2018-09-07	-0.174	-0.044	495,177.96875	47,222,368	0.299	0.473	2.743	1,815.699951	84,055,304	158,500
AAT	2018-09-14	-0.165	0.009	495,177.96875	47,223,096	0.3	0.465	1.87	1,807.699951	83,861,768	194,200
AAT	2018-09-21	-0.177	-0.011	566,488	47,222,664	0.329	0.506	2.264	1,775.099976	83,668,232	443,800
AAT	2018-09-28	-0.181	-0.004	566,488	47,221,776	0.329	0.51	3.003	1,760.900024	83,474,696	147,000
AAT	2018-10-05	-0.164	0.017	617,515	47,222,832	0.342	0.506	2.405	1,729.300049	83,281,152	227,200
AAT	2018-10-12	-0.202	-0.038	617,515	47,222,224	0.342	0.544	2.428	1,674.5	83,087,616	233,800
AAT	2018-10-19	-0.102	0.099	501,654.03125	47,222,072	0.291	0.393	1.625	1,737.300049	82,894,080	106,800
AAT	2018-10-26	-0.206	-0.104	501,654.03125	47,221,020	0.29	0.497	2.49	1,743.400024	82,700,536	209,000
AAT	2018-11-02	-0.255	-0.048	361,141	47,221,932	0.242	0.497	3.886	1,791.599976	82,507,000	304,200
AAT	2018-11-09	-0.239	0.016	361,141	47,221,940	0.243	0.482	3.78	1,859.599976	82,513,536	184,400
AAT	2018-11-16	-0.195	0.044	415,344	47,222,648	0.26	0.456	2.545	1,851.599976	82,520,064	208,800
AAT	2018-11-23	-0.277	-0.081	415,344	47,222,224	0.261	0.538	4.667	1,861.5	82,526,600	205,250
AAT	2018-11-30	-0.201	0.076	481,950.03125	47,222,492	0.286	0.487	2.517	1,965.400024	82,533,136	247,000
AAT	2018-12-07	-0.236	-0.035	481,950.03125	47,222,748	0.286	0.522	3.333	1,992.800049	82,539,664	286,000
AAT	2018-12-14	-0.19	0.046	481,950.03125	47,221,292	0.287	0.477	2.937	1,969.599976	82,546,200	222,000
AAT	2018-12-21	-0.156	0.034	673,436.0625	47,222,088	0.355	0.512	1.563	1,898.800049	82,552,736	367,400
AAT	2018-12-28	-0.149	0.007	673,436.0625	47,222,360	0.355	0.504	1.753	1,892.199951	82,559,264	220,750
AAT	2019-01-04	-0.149	0	683,326	47,221,800	0.358	0.507	1.822	1,871.400024	82,565,800	214,500
AAT	2019-01-11	-0.122	0.027	683,326	47,221,412	0.358	0.48	1.538	1,932.300049	82,572,336	208,200
AAT	2019-01-18	-0.054	0.068	865,464	47,223,180	0.408	0.461	1.5	1,923.400024	82,578,864	249,000
AAT	2019-01-25	-0.065	-0.011	865,464	47,221,284	0.407	0.472	1.116	1,952.599976	82,585,400	138,500
AAT	2019-02-01	-0.071	-0.007	903,710	47,223,004	0.42	0.492	1.156	2,011.699951	82,591,936	214,600
AAT	2019-02-08	-0.064	0.008	903,710	47,222,096	0.42	0.484	1.436	2,077.300049	82,598,464	119,800
AAT	2019-02-15	-0.059	0.005	676,070	47,325,768	0.36	0.419	2.503	2,084.699951	82,605,000	208,000
AAT	2019-02-22	-0.111	-0.052	676,070	47,325,260	0.36	0.471	1.477	2,071.899902	82,851,728	118,500
AAT	2019-03-01	-0.057	0.054	676,070	47,325,424	0.36	0.417	1.888	2,073.800049	83,098,448	160,400
AAT	2019-03-08	-0.092	-0.035	801,050	47,324,504	0.399	0.49	1.793	2,143.800049	83,345,184	233,200
AAT	2019-03-15	-0.007	0.085	782,776	47,325,460	0.391	0.398	1.399	2,162.300049	83,591,912	252,800
AAT	2019-03-22	-0.111	-0.104	782,776	47,326,532	0.392	0.503	1.53	2,134.899902	83,838,640	257,400
AAT	2019-03-29	-0.038	0.073	782,776	47,324,468	0.392	0.43	1.283	2,170.300049	84,085,360	295,600
AAT	2019-04-05	-0.115	-0.077	837,925	47,325,208	0.398	0.513	1.481	2,213.399902	84,332,088	245,200
AAT	2019-04-12	-0.071	0.044	837,925	47,324,592	0.398	0.468	1.17	2,165.100098	84,578,808	225,800
AAT	2019-04-19	-0.122	-0.051	802,620.0625	47,325,740	0.394	0.516	1.162	2,118.300049	84,825,544	240,500
AAT	2019-04-26	-0.101	0.021	802,620.0625	47,325,880	0.394	0.494	1.419	2,201.600098	85,072,272	263,400
AAT	2019-05-03	-0.124	-0.023	610,854	48,007,352	0.336	0.46	2.221	2,218.899902	85,319,000	247,400
AAT	2019-05-10	-0.126	-0.002	610,854	48,006,548	0.336	0.462	1.801	2,198.699951	85,226,232	179,200
AAT	2019-05-17	-0.102	0.024	653,381	48,005,200	0.358	0.459	1.414	2,216.399902	85,133,464	185,400
AAT	2019-05-24	-0.135	-0.033	653,381	48,005,224	0.357	0.492	2.155	2,206.800049	85,040,696	175,400
AAT	2019-05-31	-0.112	0.023	613,339	48,006,168	0.336	0.448	1.677	2,179	84,947,920	313,249.96875
AAT	2019-06-07	-0.187	-0.075	613,339	48,006,868	0.336	0.523	3.14	2,237.600098	84,855,152	259,200
AAT	2019-06-14	-0.239	-0.052	613,339	48,006,352	0.336	0.575	6.883	2,268.300049	84,762,384	1,993,600
AAT	2019-06-21	-0.215	0.024	879,744	48,005,892	0.407	0.622	1.698	2,279.800049	84,669,616	670,800
AAT	2019-06-28	-0.235	-0.02	879,744	48,007,216	0.407	0.641	2.35	2,262.100098	84,576,848	1,306,000
AAT	2019-07-05	-0.216	0.018	560,150	48,007,140	0.308	0.524	1.914	2,286.100098	84,484,080	399,000
AAT	2019-07-12	-0.279	-0.062	560,150	48,006,320	0.308	0.587	2.36	2,277.899902	84,391,304	328,200
AAT	2019-07-19	-0.099	0.18	917,693	48,005,240	0.405	0.503	2.365	2,199.600098	84,298,536	419,600
AAT	2019-07-26	-0.138	-0.039	917,693	48,005,968	0.405	0.543	1.533	2,253.399902	84,205,768	284,200
AAT	2019-08-02	0.006	0.144	1,267,697	59,722,400	0.437	0.432	0.899	2,796.800049	84,113,000	417,600
AAT	2019-08-09	-0.042	-0.047	1,267,697	59,722,748	0.438	0.48	0.848	2,821.899902	85,209,080	335,800
AAT	2019-08-16	-0.073	-0.031	961,631	59,721,632	0.374	0.446	1.225	2,810.5	86,305,152	211,800
AAT	2019-08-23	-0.077	-0.005	961,631	59,721,804	0.374	0.451	1.352	2,769.300049	87,401,232	219,800
AAT	2019-08-30	-0.011	0.066	1,090,907	59,722,580	0.397	0.408	1.759	2,798.600098	88,497,304	199,400
AAT	2019-09-06	-0.032	-0.021	1,090,907	59,721,580	0.397	0.429	1.309	2,852.899902	89,593,384	329,500
AAT	2019-09-13	-0.111	-0.079	1,090,907	59,722,696	0.397	0.507	1.27	2,799.800049	90,689,464	725,200
AAT	2019-09-20	-0.124	-0.013	1,064,873	59,722,636	0.385	0.509	1.229	2,799.199951	91,785,536	743,800
AAT	2019-09-27	-0.152	-0.028	1,064,873	59,722,456	0.386	0.538	1.345	2,797.399902	92,881,616	326,400
AAT	2019-10-04	-0.17	-0.018	714,811	59,722,584	0.301	0.47	1.54	2,777.100098	93,977,696	257,800
AAT	2019-10-11	-0.192	-0.022	714,811	59,722,044	0.301	0.492	1.826	2,793.199951	95,073,768	274,600
AAT	2019-10-18	-0.094	0.097	701,431	59,722,456	0.301	0.395	1.808	2,818.899902	96,169,848	289,200
AAT	2019-10-25	-0.146	-0.051	701,431	59,721,120	0.301	0.446	2.308	2,848.100098	97,265,920	230,800
AAT	2019-11-01	-0.037	0.109	844,382	59,957,080	0.345	0.381	1.926	2,933.699951	98,362,000	366,000
AAT	2019-11-08	-0.088	-0.051	844,382	59,957,232	0.344	0.432	1.238	2,803.600098	98,401,000	269,400
AAT	2019-11-15	-0.081	0.006	850,337	59,957,656	0.353	0.435	1.094	2,831.800049	98,440,000	213,000

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