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
AAME	2016-05-20	0.034	0.014	5,075	20,421,688	0.036	0.003	5.649	67.800003	41,755,232	4,538
AAME	2016-05-27	-0.017	-0.051	5,075	20,421,348	0.036	0.053	14.623	72.699997	41,763,460	4,188
AAME	2016-06-03	0.035	0.052	4,683	20,412,088	0.032	-0.003	3.052	74.300003	41,771,692	2,666.25
AAME	2016-06-10	-0.041	-0.076	4,683	20,424,928	0.032	0.073	9.111	72.099998	41,779,924	1,366.800049
AAME	2016-06-17	-0.023	0.018	5,738	20,417,756	0.042	0.065	0.348	78.199997	41,788,152	1,995.599976
AAME	2016-06-24	-0.004	0.02	5,738	20,426,066	0.041	0.045	4.56	81.5	41,796,384	1,105.800049
AAME	2016-07-01	0.037	0.04	5,839	20,407,124	0.037	0.001	6.109	80.199997	41,804,616	3,902.800049
AAME	2016-07-08	-0.022	-0.059	5,839	20,414,634	0.037	0.06	6.578	83.699997	41,812,848	1,251.25
AAME	2016-07-15	0.022	0.044	6,424	20,428,574	0.04	0.018	17.562	85.800003	41,821,076	277.200012
AAME	2016-07-22	-0.027	-0.049	6,424	20,423,530	0.04	0.067	3.38	86.800003	41,829,308	190.600006
AAME	2016-07-29	0.025	0.052	6,424	20,426,540	0.04	0.015	3.64	86.199997	41,837,540	1,426.400024
AAME	2016-08-05	-0.031	-0.056	4,487	20,408,656	0.031	0.062	4.629	84.900002	41,845,768	863
AAME	2016-08-12	-0.009	0.022	4,487	20,467,980	0.031	0.04	5.927	83.099998	41,854,000	2,077.399902
AAME	2016-08-19	-0.031	-0.022	3,854	20,480,002	0.026	0.058	14.225	76.800003	41,896,356	753
AAME	2016-08-26	-0.07	-0.038	3,854	20,480,226	0.026	0.096	16.93	72.5	41,938,716	50,459.601563
AAME	2016-09-02	-0.011	0.059	3,692	20,467,032	0.025	0.036	14.387	74.5	41,981,072	5,819.200195
AAME	2016-09-09	-0.076	-0.065	3,692	20,476,190	0.025	0.101	8.449	73.099998	42,023,428	13,718
AAME	2016-09-16	-0.024	0.052	3,812	20,462,964	0.024	0.048	5.813	66.300003	42,065,784	6,819.200195
AAME	2016-09-23	-0.124	-0.099	3,812	20,466,470	0.024	0.147	3,684.349121	70.199997	42,108,144	5,003.799805
AAME	2016-09-30	-0.006	0.118	4,219	20,462,964	0.024	0.029	5.048	66.300003	42,150,500	3,846.600098
AAME	2016-10-07	-0.047	-0.041	4,219	20,480,480	0.024	0.071	18.610001	68.199997	42,192,856	4,004.199951
AAME	2016-10-14	0.012	0.059	4,219	20,476,190	0.024	0.012	4.848	77.400002	42,235,216	4,859.600098
AAME	2016-10-21	-0.036	-0.049	5,989	20,466,926	0.034	0.07	7.138	78.900002	42,277,572	6,195.200195
AAME	2016-10-28	-0.001	0.035	5,989	20,481,928	0.034	0.035	5.682	85	42,319,928	3,028.399902
AAME	2016-11-04	-0.014	-0.013	13,219	20,473,686	0.063	0.077	1.248	77.800003	42,362,280	1,769.599976
AAME	2016-11-11	-0.041	-0.027	13,219	20,465,752	0.063	0.104	1.399	74.699997	42,404,644	1,371.800049
AAME	2016-11-18	-0.027	0.014	5,258	20,421,052	0.032	0.059	4.363	77.599998	42,447,000	1,329.800049
AAME	2016-11-25	-0.016	0.012	5,258	20,410,256	0.032	0.048	5.637	79.599998	42,312,668	5,186.25
AAME	2016-12-02	0.007	0.022	4,905	20,405,062	0.03	0.023	4.758	80.599998	42,178,332	1,371.199951
AAME	2016-12-09	-0.05	-0.057	4,905	20,405,062	0.03	0.079	7.69	80.599998	42,044,000	1,384.599976
AAME	2016-12-16	0.046	0.096	11,770	20,410,256	0.056	0.009	1.757	79.599998	41,909,668	2,831
AAME	2016-12-23	-0.011	-0.057	11,770	20,417,398	0.056	0.066	1.763	81.199997	41,775,332	1,324.800049
AAME	2016-12-30	0.064	0.075	14,331	20,414,634	0.065	0	0.933	83.699997	41,641,000	13,373.5
AAME	2017-01-06	-0.03	-0.094	14,331	20,414,634	0.065	0.094	2.244	83.699997	41,506,668	5,626.25
AAME	2017-01-13	-0.002	0.028	14,331	20,405,062	0.065	0.066	1.7	80.599998	41,372,332	3,673.399902
AAME	2017-01-20	-0.034	-0.032	12,596	20,426,666	0.062	0.096	2.262	76.599998	41,238,000	8,791.5
AAME	2017-01-27	-0.006	0.029	12,596	20,405,406	0.063	0.068	4.456	75.5	41,103,668	4,896.799805
AAME	2017-02-03	0.006	0.011	3,589	20,415,584	0.023	0.018	9.305	78.599998	40,969,332	2,508
AAME	2017-02-10	-0.101	-0.107	3,589	20,426,666	0.024	0.125	5.407	76.599998	40,835,000	1,407.599976
AAME	2017-02-17	0.021	0.122	5,577	20,410,256	0.032	0.011	6.398	79.599998	40,700,668	9,216
AAME	2017-02-24	-0.063	-0.084	5,577	20,421,052	0.032	0.095	7.089	77.599998	40,566,332	2,893.5
AAME	2017-03-03	0.021	0.084	4,790	20,426,666	0.036	0.016	11.391	76.599998	40,432,000	2,874.399902
AAME	2017-03-10	-0.026	-0.047	4,790	20,405,406	0.036	0.062	9.143	75.5	40,297,668	2,420.800049
AAME	2017-03-17	0.024	0.05	3,392	20,425,000	0.03	0.006	12.244	81.699997	40,163,332	2,628.399902
AAME	2017-03-24	-0.045	-0.069	3,392	20,410,256	0.03	0.075	8.28	79.599998	40,029,000	1,578.599976
AAME	2017-03-31	0.03	0.075	4,453	20,425,000	0.034	0.004	7.171	81.699997	40,576,144	3,132.199951
AAME	2017-04-07	-0.018	-0.049	4,453	20,427,674	0.034	0.052	6.025	81.199997	41,123,284	2,182.800049
AAME	2017-04-14	0.02	0.038	4,453	20,421,052	0.034	0.014	5.112	77.599998	41,670,428	2,150.75
AAME	2017-04-21	-0.036	-0.056	3,972	20,415,584	0.03	0.067	8.31	78.599998	42,217,572	2,332.199951
AAME	2017-04-28	-0.014	0.022	4,972	20,430,380	0.037	0.051	6.424	80.699997	42,764,712	620
AAME	2017-05-05	0.029	0.043	4,972	20,421,052	0.037	0.008	7.35	77.599998	43,311,856	2,987.399902
AAME	2017-05-12	-0.027	-0.056	4,972	20,422,534	0.037	0.064	3.384	72.5	43,859,000	703.400024
AAME	2017-05-19	0.026	0.053	3,979	20,426,666	0.032	0.006	6.154	76.599998	43,842,784	2,647.399902
AAME	2017-05-26	-0.022	-0.048	3,979	20,421,052	0.032	0.054	5.674	77.599998	43,826,572	1,006.400024
AAME	2017-06-02	0.015	0.037	3,687	20,421,052	0.029	0.015	3.859	77.599998	43,810,356	3,123.5
AAME	2017-06-09	-0.021	-0.035	3,687	20,410,960	0.029	0.05	6.632	74.5	43,794,144	2,691.600098
AAME	2017-06-16	0.03	0.051	4,370	20,410,960	0.035	0.004	8.854	74.5	43,777,928	2,557.800049
AAME	2017-06-23	-0.02	-0.051	4,370	20,410,960	0.034	0.055	4.507	74.5	43,761,716	1,448.199951
AAME	2017-06-30	-0.016	0.004	4,185	20,426,666	0.032	0.048	11.079	76.599998	43,745,500	1,533.599976
AAME	2017-07-07	-0.027	-0.011	4,185	20,416,668	0.032	0.059	5.696	73.5	43,729,284	1,962.5
AAME	2017-07-14	-0.006	0.021	4,185	20,410,960	0.032	0.039	17.849001	74.5	43,713,072	1,682.199951
AAME	2017-07-21	-0.015	-0.008	4,942	20,416,668	0.038	0.052	3.538	73.5	43,696,856	781.599976
AAME	2017-07-28	-0.025	-0.011	4,942	20,416,668	0.038	0.064	8.618	73.5	43,680,644	1,423.199951
AAME	2017-08-04	0.022	0.048	4,543	20,416,668	0.034	0.011	2.834	73.5	43,664,428	1,049.199951
AAME	2017-08-11	-0.046	-0.068	4,543	20,406,250	0.034	0.08	6.263	65.300003	43,648,216	1,407.599976
AAME	2017-08-18	0.021	0.066	4,773	20,463,768	0.037	0.017	4.57	70.599998	43,632,000	681.400024
AAME	2017-08-25	-0.005	-0.026	4,773	20,453,876	0.037	0.042	8.759	69.400002	43,721,692	765.400024
AAME	2017-09-01	0.034	0.039	4,012	20,454,546	0.033	-0.001	11.462	67.5	43,811,384	3,732.800049
AAME	2017-09-08	-0.02	-0.054	4,012	20,463,768	0.033	0.053	3.179	70.599998	43,901,076	3,068.5
AAME	2017-09-15	-0.007	0.013	5,730	20,461,538	0.044	0.052	3.946	66.5	43,990,768	2,309.800049
AAME	2017-09-22	-0.013	-0.006	5,730	20,454,546	0.044	0.058	2.745	67.5	44,080,460	2,865.399902
AAME	2017-09-29	-0.023	-0.01	5,730	20,461,538	0.044	0.068	2.745	66.5	44,170,152	2,337.399902
AAME	2017-10-06	0.021	0.044	5,363	20,470,586	0.036	0.015	8.86	69.599998	44,259,848	6,678
AAME	2017-10-13	-0.041	-0.062	5,363	20,470,586	0.036	0.077	9.232	69.599998	44,349,540	2,358.399902
AAME	2017-10-20	0.022	0.062	4,527	20,477,612	0.036	0.015	12.878	68.599998	44,439,232	3,362
AAME	2017-10-27	-0.094	-0.115	4,527	20,457,142	0.036	0.13	93.633003	71.599998	44,528,924	5,320
AAME	2017-11-03	0.007	0.101	8,014	20,472,222	0.051	0.044	11.97	73.699997	44,618,616	3,897.600098
AAME	2017-11-10	-0.015	-0.022	8,014	20,457,142	0.052	0.067	8.193	71.599998	44,708,308	2,518.600098
AAME	2017-11-17	0.017	0.032	8,376	20,444,444	0.055	0.037	2.71	73.599998	44,798,000	1,143
AAME	2017-11-24	-0.04	-0.057	8,376	20,432,432	0.055	0.095	2.306	75.599998	45,009,948	1,773.25
AAME	2017-12-01	-0.002	0.038	4,430	20,432,432	0.035	0.037	7.147	75.599998	45,221,896	3,924.399902
AAME	2017-12-08	-0.004	-0.002	4,430	20,434,782	0.035	0.039	5.591	70.5	45,433,844	9,085.799805
AAME	2017-12-15	0.062	0.066	9,555	20,450,704	0.058	-0.005	5.252	72.599998	45,645,788	12,022.599609
AAME	2017-12-22	-0.038	-0.1	9,555	20,441,556	0.057	0.095	3.149	78.699997	45,857,736	5,637.600098
AAME	2017-12-29	-0.033	0.005	9,555	20,441,176	0.058	0.09	38.269001	69.5	46,069,684	5,502.25
AAME	2018-01-05	-0.019	0.014	26,683	20,438,354	0.104	0.123	0.852	74.599998	46,281,632	9,244.25
AAME	2018-01-12	0.036	0.055	26,683	20,447,762	0.104	0.068	1.602	68.5	46,493,580	4,372.799805
AAME	2018-01-19	0.035	-0	22,251	20,441,514	0.093	0.058	0.939	71.300003	46,705,528	3,443
AAME	2018-01-26	0.033	-0.002	22,251	20,444,444	0.093	0.06	2.323	73.599998	46,917,472	1,401.199951
AAME	2018-02-02	0.077	0.044	21,047	20,441,176	0.09	0.013	1.539	69.5	47,129,420	2,386.199951
AAME	2018-02-09	0.058	-0.02	21,047	20,451,614	0.09	0.032	1.818	63.400002	47,341,368	3,387.800049
AAME	2018-02-16	0.081	0.024	23,517	20,428,572	0.094	0.013	2.298	71.5	47,553,316	2,120.800049
AAME	2018-02-23	0.051	-0.03	23,517	20,427,960	0.095	0.043	1.258	71.599998	47,765,264	489.5
AAME	2018-03-02	0.056	0.005	19,735	20,441,826	0.081	0.025	1.978	69.400002	47,977,212	1,362
AAME	2018-03-09	0.032	-0.024	19,735	20,447,762	0.081	0.05	2.46	68.5	48,189,156	1,673.800049
AAME	2018-03-16	0.077	0.045	19,269	20,437,500	0.082	0.005	27.660999	65.400002	48,401,104	3,460.800049
AAME	2018-03-23	-0.046	-0.123	19,269	20,430,768	0.082	0.128	0.765	66.400002	48,613,052	1,212
AAME	2018-03-30	0.045	0.091	16,479	20,393,940	0.073	0.027	1.5	67.300003	48,825,000	831.5
AAME	2018-04-06	0.006	-0.04	16,479	20,388,062	0.073	0.067	2.344	68.300003	47,444,168	851.599976
AAME	2018-04-13	0.042	0.036	15,571	20,412,698	0.073	0.032	2.448	64.300003	46,063,332	1,905.199951

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