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	2014-06-20	-0.011	0.057	3,270	20,794,870	0.033	0.043	7.968	81.099998	41,323,848	7,580
AAME	2014-06-27	-0.11	-0.1	3,270	20,786,802	0.033	0.143	9.814	81.900002	41,356,616	8,360
AAME	2014-07-04	0.025	0.135	7,729	20,808,080	0.056	0.031	3.369	82.400002	41,389,384	2,425
AAME	2014-07-11	-0.013	-0.038	7,729	20,794,870	0.056	0.069	10.362	81.099998	41,422,152	21,760
AAME	2014-07-18	-0.043	-0.03	7,401	20,800,000	0.053	0.096	8.861	83.199997	41,454,924	20,040
AAME	2014-07-25	-0.079	-0.036	7,401	20,802,004	0.053	0.132	6.946	83	41,487,692	18,960
AAME	2014-08-01	-0.015	0.063	2,672	20,808,824	0.028	0.043	16.676001	84.900002	41,520,460	8,280
AAME	2014-08-08	-0.088	-0.072	2,672	20,787,588	0.027	0.115	11.491	87.099998	41,553,232	10,380
AAME	2014-08-15	-0.013	0.075	5,778	20,697,114	0.051	0.063	5.001	86.099998	41,586,000	12,720
AAME	2014-08-22	-0.047	-0.035	5,778	20,698,796	0.051	0.098	4.76	85.900002	41,668,308	5,560
AAME	2014-08-29	0.02	0.068	5,778	20,710,786	0.051	0.03	4.254	84.5	41,750,616	3,700
AAME	2014-09-05	-0.027	-0.048	6,080	20,712,530	0.051	0.078	5.839	84.300003	41,832,924	3,875
AAME	2014-09-12	-0.041	-0.013	6,080	20,712,470	0.051	0.092	4.867	81.400002	41,915,232	2,260
AAME	2014-09-19	0.027	0.067	7,043	20,716,252	0.051	0.024	6.119	75.199997	41,997,540	4,560
AAME	2014-09-26	-0.042	-0.069	7,043	20,717,948	0.05	0.092	7.743	80.800003	42,079,848	5,956.799805
AAME	2014-10-03	0.033	0.075	10,011	20,700,000	0.061	0.028	2.665	82.800003	42,162,152	3,014
AAME	2014-10-10	-0.084	-0.117	10,011	20,700,000	0.061	0.145	14.295	82.800003	42,244,460	1,781.800049
AAME	2014-10-17	0.01	0.094	7,998	20,714,284	0.054	0.043	3.207	81.199997	42,326,768	3,496.399902
AAME	2014-10-24	-0.02	-0.031	7,998	20,708,860	0.053	0.073	6.39	81.800003	42,409,076	3,151.399902
AAME	2014-10-31	0.003	0.023	6,308	20,701,298	0.052	0.049	7.528	79.699997	42,491,384	4,648.600098
AAME	2014-11-07	0.005	0.002	6,308	20,698,926	0.051	0.046	6.807	77	42,573,692	12,325.799805
AAME	2014-11-14	-0.008	-0.013	6,308	20,618,556	0.051	0.06	3.199	80	42,655,996	4,344.200195
AAME	2014-11-21	-0.063	-0.055	5,333	20,628,274	0.044	0.106	5.373	78.800003	42,564,580	3,743.399902
AAME	2014-11-28	-0.047	0.016	5,333	20,623,376	0.044	0.09	25.396999	79.400002	42,473,156	3,578.75
AAME	2014-12-05	-0.039	0.008	2,801	20,618,556	0.025	0.064	10.839	80	42,381,736	3,772.800049
AAME	2014-12-12	-0.071	-0.032	2,801	20,618,556	0.025	0.096	26.933001	80	42,290,316	3,647.399902
AAME	2014-12-19	0.031	0.101	7,037	20,618,556	0.053	0.022	2.908	80	42,198,896	3,334.399902
AAME	2014-12-26	-0.029	-0.06	7,037	20,615,386	0.053	0.082	11.337	80.400002	42,107,472	3,471
AAME	2015-01-02	0.04	0.07	11,196	20,620,346	0.076	0.036	7.848	83.099998	42,016,052	6,395.5
AAME	2015-01-09	0.02	-0.02	11,196	20,625,000	0.076	0.056	1.91	82.5	41,924,632	6,161.399902
AAME	2015-01-16	0.035	0.014	8,479	20,625,000	0.059	0.024	1.867	82.5	41,833,212	2,436.600098
AAME	2015-01-23	-0.06	-0.095	8,479	20,618,556	0.059	0.119	3.713	80	41,741,788	2,330
AAME	2015-01-30	0.019	0.08	8,128	20,626,568	0.058	0.038	22.874001	82.300003	41,650,368	1,870.199951
AAME	2015-02-06	-0.001	-0.02	8,128	20,626,568	0.058	0.059	5.893	82.300003	41,558,948	1,591.800049
AAME	2015-02-13	-0.024	-0.024	8,128	20,631,312	0.058	0.083	2.239	81.699997	41,467,528	2,543
AAME	2015-02-20	0.021	0.045	3,335	20,626,568	0.029	0.009	5.666	82.300003	41,376,104	3,742
AAME	2015-02-27	-0.04	-0.061	3,335	20,625,000	0.03	0.07	8.817	82.5	41,284,684	1,617.800049
AAME	2015-03-06	-0.034	0.006	1,797	20,629,722	0.019	0.053	15.568	81.900002	41,193,264	2,332.600098
AAME	2015-03-13	-0.067	-0.033	1,797	20,621,892	0.019	0.086	1.397	82.900002	41,101,844	2,509.800049
AAME	2015-03-20	0.004	0.071	2,295	20,632,912	0.021	0.017	6.634	81.5	41,010,420	4,801.200195
AAME	2015-03-27	-0.053	-0.057	2,295	20,580,808	0.022	0.074	8.134	81.5	40,919,000	1,364.199951
AAME	2015-04-03	0.018	0.071	2,502	20,580,808	0.024	0.005	23.802	81.5	40,923,284	2,705.75
AAME	2015-04-10	-0.041	-0.059	2,502	20,575,000	0.024	0.064	10.492	82.300003	40,927,572	2,016
AAME	2015-04-17	-0.004	0.036	3,820	20,580,808	0.033	0.037	13.624	81.5	40,931,856	965.200012
AAME	2015-04-24	-0.01	-0.006	3,820	20,580,808	0.033	0.044	11.215	81.5	40,936,144	556.799988
AAME	2015-05-01	-0.024	-0.014	4,854	20,580,808	0.039	0.063	21.905001	81.5	40,940,428	674.599976
AAME	2015-05-08	0.025	0.049	4,854	20,585,242	0.039	0.015	7.19	80.900002	40,944,716	3,338.600098
AAME	2015-05-15	0.041	0.016	4,325	20,581,718	0.034	-0.007	6.349	74.300003	40,949,000	4,140.600098
AAME	2015-05-22	-0.044	-0.084	4,325	20,558,822	0.034	0.077	5.812	69.900002	41,243,076	5,372
AAME	2015-05-29	0.026	0.069	4,325	20,578,948	0.034	0.008	22.431999	78.199997	41,537,152	20,962
AAME	2015-06-05	-0.083	-0.108	926	20,575,916	0.012	0.095	24.959999	78.599998	41,831,232	3,462.800049
AAME	2015-06-12	-0.081	0.002	926	20,586,666	0.012	0.093	34.227001	77.199997	42,125,308	4,485.399902
AAME	2015-06-19	-0.018	0.063	1,791	20,567,568	0.017	0.035	27.538	76.099998	42,419,384	16,050.799805
AAME	2015-06-26	-0.091	-0.073	1,791	20,569,106	0.017	0.108	10.412	75.900002	42,713,460	1,661.800049
AAME	2015-07-03	0.07	0.161	16,565	20,566,038	0.088	0.018	2.182	76.300003	43,007,540	1,990.75
AAME	2015-07-10	-0.084	-0.155	16,565	20,561,798	0.088	0.173	120.332001	73.199997	43,301,616	2,548.399902
AAME	2015-07-17	0.022	0.107	9,020	20,573,128	0.056	0.034	3.914	76.099998	43,595,688	2,464
AAME	2015-07-24	-0.066	-0.088	9,020	20,575,342	0.056	0.122	59.514	75.099998	43,889,768	1,660
AAME	2015-07-31	0.06	0.126	10,316	20,564,516	0.065	0.005	6.565	76.5	44,183,848	3,161.399902
AAME	2015-08-07	0.005	-0.055	10,316	20,566,038	0.065	0.06	1.852	76.300003	44,477,924	1,855.400024
AAME	2015-08-14	0.062	0.057	10,316	20,583,334	0.065	0.003	2.037	74.099998	44,772,000	5,020.200195
AAME	2015-08-21	-0.036	-0.098	9,611	20,586,592	0.063	0.098	4.892	73.699997	44,432,540	2,731.800049
AAME	2015-08-28	-0.001	0.034	9,611	20,598,292	0.063	0.064	2.508	72.300003	44,093,076	3,245.199951
AAME	2015-09-04	-0.028	-0.027	6,573	20,600,000	0.046	0.074	10.239	72.099998	43,753,616	2,945
AAME	2015-09-11	0.001	0.029	6,573	20,584,960	0.046	0.046	3.686	73.900002	43,414,152	6,699.75
AAME	2015-09-18	0.006	0.006	3,239	20,591,396	0.027	0.021	11.077	76.599998	43,074,692	15,996
AAME	2015-09-25	-0.091	-0.097	3,239	20,600,000	0.027	0.118	20.021	82.400002	42,735,232	9,338.200195
AAME	2015-10-02	0.03	0.121	17,683	20,594,058	0.082	0.052	3.443	83.199997	42,395,768	5,315.799805
AAME	2015-10-09	-0.04	-0.069	17,683	20,581,114	0.082	0.121	5.285	85	42,056,308	9,517.799805
AAME	2015-10-16	0.077	0.116	23,801	20,588,236	0.104	0.027	1.615	87.5	41,716,848	5,059.600098
AAME	2015-10-23	0.015	-0.062	23,801	20,581,394	0.104	0.089	2.599	88.5	41,377,384	4,427
AAME	2015-10-30	-0.007	-0.021	15,542	20,589,570	0.081	0.088	2.647	90.800003	41,037,924	5,768.399902
AAME	2015-11-06	0.028	0.035	15,542	20,589,474	0.081	0.053	2.45	97.800003	40,698,460	12,659
AAME	2015-11-13	-0.038	-0.066	15,542	20,552,018	0.081	0.119	1.08	96.800003	40,359,000	7,337
AAME	2015-11-20	0.023	0.061	13,779	20,554,370	0.081	0.057	1.33	96.400002	40,333,900	5,043.600098
AAME	2015-11-27	-0.024	-0.047	13,779	20,543,932	0.081	0.105	1.451	98.199997	40,308,800	3,757.25
AAME	2015-12-04	-0.012	0.012	1,927	20,547,372	0.019	0.031	11.984	97.599998	40,283,700	2,888.800049
AAME	2015-12-11	-0.074	-0.062	1,927	20,548,524	0.019	0.093	49.492001	97.400002	40,258,600	6,106.200195
AAME	2015-12-18	-0.044	0.03	1,481	20,548,524	0.014	0.058	74.252998	97.400002	40,233,500	2,266.399902
AAME	2015-12-25	-0.051	-0.007	1,481	20,548,524	0.015	0.065	27.556	97.400002	40,208,400	3,729.25
AAME	2016-01-01	0.01	0.061	3,846	20,541,082	0.031	0.021	4.096	102.5	40,183,300	6,215.75
AAME	2016-01-08	-0.059	-0.07	3,846	20,538,116	0.031	0.09	26.957001	91.599998	40,158,200	4,638
AAME	2016-01-15	0.004	0.064	4,478	20,539,328	0.033	0.029	9.583	91.400002	40,133,100	4,350.600098
AAME	2016-01-22	-0.043	-0.048	4,478	20,537,382	0.033	0.076	7.681	87.900002	40,108,000	6,084
AAME	2016-01-29	-0.053	-0.01	4,478	20,550,458	0.033	0.087	3.291	89.599998	40,082,900	2,346.199951
AAME	2016-02-05	-0.067	-0.013	1,849	20,555,556	0.02	0.086	43.991001	92.5	40,057,800	1,267
AAME	2016-02-12	-0.08	-0.013	1,849	20,558,140	0.02	0.099	96.927002	88.400002	40,032,700	3,717.600098
AAME	2016-02-19	0.039	0.119	2,270	20,553,360	0.023	-0.016	19.639999	83.199997	40,007,600	10,865.25
AAME	2016-02-26	-0.029	-0.068	2,270	20,547,620	0.023	0.052	20.139999	86.300003	39,982,500	2,528
AAME	2016-03-04	0.008	0.037	5,454	20,547,264	0.04	0.033	4.182	82.599998	39,957,400	2,234.800049
AAME	2016-03-11	-0.062	-0.069	5,454	20,539,906	0.04	0.102	0.214	87.5	39,932,300	1,167.800049
AAME	2016-03-18	0.005	0.066	2,242	20,547,946	0.021	0.016	11	90	39,907,200	3,920.600098
AAME	2016-03-25	-0.016	-0.02	2,242	20,539,216	0.021	0.036	11.225	83.800003	39,882,100	6,983.25
AAME	2016-04-01	-0.018	-0.002	4,743	20,387,754	0.033	0.051	6.549	99.900002	39,857,000	6,039.600098
AAME	2016-04-08	-0.042	-0.024	4,743	20,388,770	0.033	0.075	4.102	94.400002	40,172,000	2,659.600098
AAME	2016-04-15	0.016	0.058	3,479	20,396,474	0.028	0.013	6.891	92.599998	40,487,000	2,391.600098
AAME	2016-04-22	-0.164	-0.179	3,479	20,390,034	0.028	0.192	779.978027	94.099998	40,802,000	2,143
AAME	2016-04-29	0.002	0.166	3,479	20,382,774	0.028	0.026	10.07	85.199997	41,117,000	2,639
AAME	2016-05-06	-0.031	-0.033	4,602	20,389,294	0.033	0.064	13.699	83.800003	41,432,000	1,099.599976
AAME	2016-05-13	0.019	0.05	4,602	20,413,436	0.033	0.013	5.249	79	41,747,000	992.200012

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