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
AAME	2015-02-27	-0.05	-0.087	3,335	20,625,000	0.029	0.079	20.462	82.5	41,284,684	1,617.800049
AAME	2015-03-06	-0.05	-0.001	1,797	20,629,722	0.019	0.069	67.657997	81.900002	41,193,264	2,332.600098
AAME	2015-03-13	-0.043	0.007	1,797	20,621,892	0.018	0.061	12.731	82.900002	41,101,844	2,509.800049
AAME	2015-03-20	0.025	0.068	2,295	20,632,912	0.021	-0.004	7.164	81.5	41,010,420	4,801.200195
AAME	2015-03-27	-0.053	-0.078	2,295	20,580,808	0.021	0.074	11	81.5	40,919,000	1,364.199951
AAME	2015-04-03	0.016	0.069	2,502	20,580,808	0.023	0.007	17.587	81.5	40,923,284	2,705.75
AAME	2015-04-10	-0.021	-0.037	2,502	20,575,000	0.023	0.044	7.391	82.300003	40,927,572	2,016
AAME	2015-04-17	-0.007	0.013	3,820	20,580,808	0.033	0.04	3.782	81.5	40,931,856	965.200012
AAME	2015-04-24	-0.026	-0.019	3,820	20,580,808	0.033	0.059	7.897	81.5	40,936,144	556.799988
AAME	2015-05-01	-0.007	0.019	4,854	20,580,808	0.039	0.046	5.754	81.5	40,940,428	674.599976
AAME	2015-05-08	-0.013	-0.006	4,854	20,585,242	0.039	0.052	10.753	80.900002	40,944,716	3,338.600098
AAME	2015-05-15	0.055	0.069	4,325	20,581,718	0.033	-0.022	6.226	74.300003	40,949,000	4,140.600098
AAME	2015-05-22	-0.036	-0.091	4,325	20,558,822	0.033	0.069	5.522	69.900002	41,243,076	5,372
AAME	2015-05-29	0.013	0.049	4,325	20,578,948	0.033	0.02	8.247	78.199997	41,537,152	20,962
AAME	2015-06-05	-0.104	-0.118	926	20,575,916	0.012	0.116	81.751999	78.599998	41,831,232	3,462.800049
AAME	2015-06-12	-0.091	0.013	926	20,586,666	0.012	0.103	26.900999	77.199997	42,125,308	4,485.399902
AAME	2015-06-19	-0.033	0.058	1,791	20,567,568	0.016	0.049	16.92	76.099998	42,419,384	16,050.799805
AAME	2015-06-26	-0.132	-0.099	1,791	20,569,106	0.017	0.149	69.364998	75.900002	42,713,460	1,661.800049
AAME	2015-07-03	0.048	0.18	16,565	20,566,038	0.088	0.04	3.577	76.300003	43,007,540	1,990.75
AAME	2015-07-10	-0.025	-0.073	16,565	20,561,798	0.088	0.113	1.59	73.199997	43,301,616	2,548.399902
AAME	2015-07-17	-0.001	0.024	9,020	20,573,128	0.056	0.057	3.128	76.099998	43,595,688	2,464
AAME	2015-07-24	0.003	0.004	9,020	20,575,342	0.056	0.053	3.211	75.099998	43,889,768	1,660
AAME	2015-07-31	0.069	0.066	10,316	20,564,516	0.065	-0.004	2.413	76.5	44,183,848	3,161.399902
AAME	2015-08-07	0.014	-0.055	10,316	20,566,038	0.065	0.051	3.471	76.300003	44,477,924	1,855.400024
AAME	2015-08-14	0.065	0.051	10,316	20,583,334	0.065	-0	2.633	74.099998	44,772,000	5,020.200195
AAME	2015-08-21	-0.014	-0.079	9,611	20,586,592	0.063	0.077	3.947	73.699997	44,432,540	2,731.800049
AAME	2015-08-28	-0.006	0.008	9,611	20,598,292	0.063	0.069	4.218	72.300003	44,093,076	3,245.199951
AAME	2015-09-04	-0.026	-0.02	6,573	20,600,000	0.046	0.073	2.596	72.099998	43,753,616	2,945
AAME	2015-09-11	-0.005	0.021	6,573	20,584,960	0.046	0.051	10.036	73.900002	43,414,152	6,699.75
AAME	2015-09-18	-0.041	-0.036	3,239	20,591,396	0.027	0.067	9.016	76.599998	43,074,692	15,996
AAME	2015-09-25	-0.082	-0.041	3,239	20,600,000	0.027	0.108	9.937	82.400002	42,735,232	9,338.200195
AAME	2015-10-02	0.012	0.094	17,683	20,594,058	0.082	0.069	1.647	83.199997	42,395,768	5,315.799805
AAME	2015-10-09	-0.038	-0.05	17,683	20,581,114	0.082	0.119	1.732	85	42,056,308	9,517.799805
AAME	2015-10-16	0.052	0.089	23,801	20,588,236	0.104	0.052	1.27	87.5	41,716,848	5,059.600098
AAME	2015-10-23	0.023	-0.029	23,801	20,581,394	0.104	0.081	1.103	88.5	41,377,384	4,427
AAME	2015-10-30	-0.034	-0.057	15,542	20,589,570	0.081	0.115	2.313	90.800003	41,037,924	5,768.399902
AAME	2015-11-06	0.019	0.053	15,542	20,589,474	0.081	0.062	1.829	97.800003	40,698,460	12,659
AAME	2015-11-13	-0.03	-0.049	15,542	20,552,018	0.081	0.111	2.609	96.800003	40,359,000	7,337
AAME	2015-11-20	0.019	0.049	13,779	20,554,370	0.081	0.062	1.432	96.400002	40,333,900	5,043.600098
AAME	2015-11-27	-0.02	-0.039	13,779	20,543,932	0.081	0.101	2.971	98.199997	40,308,800	3,757.25
AAME	2015-12-04	-0.02	0	1,927	20,547,372	0.019	0.039	19.051001	97.599998	40,283,700	2,888.800049
AAME	2015-12-11	-0.042	-0.022	1,927	20,548,524	0.019	0.061	24.450001	97.400002	40,258,600	6,106.200195
AAME	2015-12-18	-0.03	0.013	1,481	20,548,524	0.014	0.044	18.860001	97.400002	40,233,500	2,266.399902
AAME	2015-12-25	-0.06	-0.03	1,481	20,548,524	0.014	0.074	31.051001	97.400002	40,208,400	3,729.25
AAME	2016-01-01	0.027	0.086	3,846	20,541,082	0.031	0.005	3.071	102.5	40,183,300	6,215.75
AAME	2016-01-08	-0.059	-0.086	3,846	20,538,116	0.031	0.09	38.172001	91.599998	40,158,200	4,638
AAME	2016-01-15	-0.001	0.058	4,478	20,539,328	0.033	0.034	3.97	91.400002	40,133,100	4,350.600098
AAME	2016-01-22	-0.059	-0.058	4,478	20,537,382	0.033	0.092	6.349	87.900002	40,108,000	6,084
AAME	2016-01-29	-0.076	-0.017	4,478	20,550,458	0.033	0.109	15.285	89.599998	40,082,900	2,346.199951
AAME	2016-02-05	-0.057	0.019	1,849	20,555,556	0.02	0.076	15.181	92.5	40,057,800	1,267
AAME	2016-02-12	-0.055	0.002	1,849	20,558,140	0.02	0.074	23.613001	88.400002	40,032,700	3,717.600098
AAME	2016-02-19	0.037	0.091	2,270	20,553,360	0.022	-0.014	6.072	83.199997	40,007,600	10,865.25
AAME	2016-02-26	-0.094	-0.13	2,270	20,547,620	0.022	0.116	8.871	86.300003	39,982,500	2,528
AAME	2016-03-04	0.014	0.107	5,454	20,547,264	0.04	0.026	2.617	82.599998	39,957,400	2,234.800049
AAME	2016-03-11	-0.03	-0.044	5,454	20,539,906	0.04	0.069	5.01	87.5	39,932,300	1,167.800049
AAME	2016-03-18	-0.002	0.028	2,242	20,547,946	0.02	0.022	31.32	90	39,907,200	3,920.600098
AAME	2016-03-25	-0.018	-0.015	2,242	20,539,216	0.02	0.038	14.691	83.800003	39,882,100	6,983.25
AAME	2016-04-01	-0.024	-0.007	4,743	20,387,754	0.033	0.057	18.253	99.900002	39,857,000	6,039.600098
AAME	2016-04-08	-0.061	-0.037	4,743	20,388,770	0.033	0.094	8.249	94.400002	40,172,000	2,659.600098
AAME	2016-04-15	-0.005	0.056	3,479	20,396,474	0.028	0.033	9.877	92.599998	40,487,000	2,391.600098
AAME	2016-04-22	-0.142	-0.136	3,479	20,390,034	0.028	0.169	16.187	94.099998	40,802,000	2,143
AAME	2016-04-29	-0.016	0.125	3,479	20,382,774	0.027	0.044	6.155	85.199997	41,117,000	2,639
AAME	2016-05-06	-0.102	-0.086	4,602	20,389,294	0.032	0.135	29.662001	83.800003	41,432,000	1,099.599976
AAME	2016-05-13	0.006	0.108	4,602	20,413,436	0.032	0.026	4.658	79	41,747,000	992.200012
AAME	2016-05-20	-0.065	-0.071	5,075	20,421,688	0.036	0.101	2,763.917969	67.800003	41,755,232	4,538
AAME	2016-05-27	-0.013	0.052	5,075	20,421,348	0.036	0.049	5.086	72.699997	41,763,460	4,188
AAME	2016-06-03	0.007	0.02	4,683	20,412,088	0.032	0.025	12.707	74.300003	41,771,692	2,666.25
AAME	2016-06-10	-0.024	-0.032	4,683	20,424,928	0.032	0.056	4.401	72.099998	41,779,924	1,366.800049
AAME	2016-06-17	0.003	0.027	5,738	20,417,756	0.041	0.038	3.537	78.199997	41,788,152	1,995.599976
AAME	2016-06-24	-0.062	-0.064	5,738	20,426,066	0.041	0.102	16.308001	81.5	41,796,384	1,105.800049
AAME	2016-07-01	0.046	0.108	5,839	20,407,124	0.037	-0.009	3.209	80.199997	41,804,616	3,902.800049
AAME	2016-07-08	-0.059	-0.106	5,839	20,414,634	0.037	0.097	4.453	83.699997	41,812,848	1,251.25
AAME	2016-07-15	0.002	0.061	6,424	20,428,574	0.04	0.038	5.243	85.800003	41,821,076	277.200012
AAME	2016-07-22	-0.031	-0.033	6,424	20,423,530	0.04	0.071	4.36	86.800003	41,829,308	190.600006
AAME	2016-07-29	0.02	0.051	6,424	20,426,540	0.04	0.02	3.215	86.199997	41,837,540	1,426.400024
AAME	2016-08-05	-0.013	-0.033	4,487	20,408,656	0.031	0.044	10.303	84.900002	41,845,768	863
AAME	2016-08-12	-0.084	-0.071	4,487	20,467,980	0.031	0.115	0.463	83.099998	41,854,000	2,077.399902
AAME	2016-08-19	-0.035	0.049	3,854	20,480,002	0.026	0.061	4.857	76.800003	41,896,356	753
AAME	2016-08-26	-0.01	0.025	3,854	20,480,226	0.026	0.036	19.702999	72.5	41,938,716	50,459.601563
AAME	2016-09-02	-0.034	-0.025	3,692	20,467,032	0.025	0.059	50.585999	74.5	41,981,072	5,819.200195
AAME	2016-09-09	-0.089	-0.055	3,692	20,476,190	0.025	0.114	9.868	73.099998	42,023,428	13,718
AAME	2016-09-16	-0.021	0.068	3,812	20,462,964	0.023	0.044	6.394	66.300003	42,065,784	6,819.200195
AAME	2016-09-23	-0.052	-0.031	3,812	20,466,470	0.023	0.075	5.87	70.199997	42,108,144	5,003.799805
AAME	2016-09-30	-0.03	0.022	4,219	20,462,964	0.023	0.053	4.537	66.300003	42,150,500	3,846.600098
AAME	2016-10-07	-0.056	-0.026	4,219	20,480,480	0.024	0.08	6.895	68.199997	42,192,856	4,004.199951
AAME	2016-10-14	-0.022	0.034	4,219	20,476,190	0.024	0.046	14.848	77.400002	42,235,216	4,859.600098
AAME	2016-10-21	-0.063	-0.041	5,989	20,466,926	0.034	0.096	69.608002	78.900002	42,277,572	6,195.200195
AAME	2016-10-28	-0.029	0.034	5,989	20,481,928	0.033	0.062	6.464	85	42,319,928	3,028.399902
AAME	2016-11-04	-0.031	-0.002	13,219	20,473,686	0.063	0.093	2.157	77.800003	42,362,280	1,769.599976
AAME	2016-11-11	-0.035	-0.004	13,219	20,465,752	0.063	0.098	1.651	74.699997	42,404,644	1,371.800049
AAME	2016-11-18	-0.038	-0.003	5,258	20,421,052	0.032	0.069	5.328	77.599998	42,447,000	1,329.800049
AAME	2016-11-25	-0.043	-0.005	5,258	20,410,256	0.032	0.074	8.552	79.599998	42,312,668	5,186.25
AAME	2016-12-02	0.006	0.049	4,905	20,405,062	0.03	0.023	9.346	80.599998	42,178,332	1,371.199951
AAME	2016-12-09	-0.113	-0.12	4,905	20,405,062	0.029	0.143	6.919	80.599998	42,044,000	1,384.599976
AAME	2016-12-16	0.028	0.141	11,770	20,410,256	0.055	0.028	2.383	79.599998	41,909,668	2,831
AAME	2016-12-23	-0.073	-0.101	11,770	20,417,398	0.055	0.128	1.944	81.199997	41,775,332	1,324.800049
AAME	2016-12-30	0.049	0.122	14,331	20,414,634	0.064	0.015	2.214	83.699997	41,641,000	13,373.5
AAME	2017-01-06	-0.005	-0.055	14,331	20,414,634	0.064	0.07	1.863	83.699997	41,506,668	5,626.25
AAME	2017-01-13	-0.006	-0.001	14,331	20,405,062	0.064	0.07	2.233	80.599998	41,372,332	3,673.399902
AAME	2017-01-20	-0.02	-0.014	12,596	20,426,666	0.062	0.081	5.543	76.599998	41,238,000	8,791.5

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