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	2013-03-29	-0.03	0.134	318	21,141,142	0.01	0.04	88.175003	70.400002	35,022,000	5,250
AAME	2013-04-05	-0.118	-0.087	1,145	21,120,944	0.018	0.136	144.990997	71.599998	35,254,572	4,020
AAME	2013-04-12	-0.049	0.069	5,376	21,127,596	0.055	0.104	10.561	71.199997	35,487,144	11,340
AAME	2013-04-19	0.017	0.066	5,376	21,147,058	0.055	0.038	5.968	71.900002	35,719,716	5,100
AAME	2013-04-26	-0.068	-0.085	5,376	21,146,134	0.055	0.123	15.76	73.800003	35,952,284	10,640
AAME	2013-05-03	-0.035	0.033	4,458	21,126,760	0.046	0.081	6.688	75	36,184,856	10,040
AAME	2013-05-10	-0.069	-0.035	4,458	21,130,434	0.046	0.115	7.26	72.900002	36,417,428	16,280
AAME	2013-05-17	-0.084	-0.015	2,198	21,382,114	0.025	0.108	8.216	78.900002	36,650,000	18,040
AAME	2013-05-24	-0.127	-0.043	2,198	21,373,058	0.024	0.151	16.103001	82.5	37,265,232	24,420
AAME	2013-05-31	-0.12	0.007	519	21,370,558	0.011	0.131	79.565002	84.199997	37,880,460	11,900
AAME	2013-06-07	-0.081	0.039	519	21,370,558	0.011	0.092	87.103996	84.199997	38,495,692	4,480
AAME	2013-06-14	-0.11	-0.029	519	21,388,748	0.011	0.121	83.936996	84.400002	39,110,924	4,560
AAME	2013-06-21	-0.197	-0.087	825	21,377,552	0.012	0.209	16,997.892578	83.800003	39,726,152	7,480
AAME	2013-06-28	-0.075	0.122	825	21,384,614	0.012	0.087	38.881001	83.400002	40,341,384	5,020
AAME	2013-07-05	-0.055	0.02	1,746	21,378,940	0.021	0.076	13.932	80	40,956,616	4,100
AAME	2013-07-12	-0.089	-0.034	1,746	21,379,310	0.021	0.11	16.76	80.599998	41,571,848	3,100
AAME	2013-07-19	-0.062	0.027	1,850	21,382,114	0.022	0.084	28.797001	78.900002	42,187,076	6,880
AAME	2013-07-26	-0.074	-0.012	1,850	21,372,030	0.022	0.096	19.296	81	42,802,308	5,020
AAME	2013-08-02	-0.04	0.034	1,354	21,369,508	0.017	0.056	22.872	82.699997	43,417,540	3,500
AAME	2013-08-09	-0.079	-0.04	1,354	21,391,752	0.017	0.096	25.249001	83	44,032,772	1,560
AAME	2013-08-16	-0.035	0.044	151	21,308,900	0.006	0.041	207.123001	81.400002	44,648,000	6,680
AAME	2013-08-23	-0.134	-0.099	151	21,304,348	0.006	0.14	320.545013	83.300003	44,540,232	20,120
AAME	2013-08-30	-0.069	0.065	689	21,307,692	0.012	0.081	43.117001	83.099998	44,432,460	6,960
AAME	2013-09-06	-0.088	-0.019	689	21,308,900	0.012	0.1	56.297001	81.400002	44,324,692	9,200
AAME	2013-09-13	-0.128	-0.04	689	21,319,408	0.012	0.14	56.689999	83.699997	44,216,924	13,540
AAME	2013-09-20	-0.143	-0.015	4,126	21,311,880	0.041	0.184	12.207	86.099998	44,109,152	14,360
AAME	2013-09-27	-0.086	0.057	4,126	21,308,642	0.041	0.127	8.974	86.300003	44,001,384	10,180
AAME	2013-10-04	-0.008	0.078	11,672	21,315,136	0.083	0.092	3.214	85.900002	43,893,616	7,900
AAME	2013-10-11	-0.02	-0.012	11,672	21,315,136	0.083	0.103	3.238	85.900002	43,785,848	14,760
AAME	2013-10-18	0.029	0.049	14,037	21,311,880	0.091	0.062	2.586	86.099998	43,678,076	8,500
AAME	2013-10-25	0.015	-0.015	14,037	21,311,880	0.091	0.076	2.32	86.099998	43,570,308	3,820
AAME	2013-11-01	0.037	0.022	12,875	21,308,642	0.087	0.05	2.39	86.300003	43,462,540	3,740
AAME	2013-11-08	0.012	-0.025	12,875	21,318,408	0.088	0.075	2.159	85.699997	43,354,768	5,040
AAME	2013-11-15	0.035	0.023	12,209	21,191,066	0.081	0.046	6.327	85.400002	43,247,000	7,840
AAME	2013-11-22	0.02	-0.015	12,209	21,212,872	0.081	0.061	4.131	85.699997	43,119,472	6,440
AAME	2013-11-29	0.037	0.017	12,209	21,199,998	0.081	0.044	1.59	84.800003	42,991,948	3,800
AAME	2013-12-06	-0.005	-0.041	11,989	21,194,028	0.081	0.085	2.905	85.199997	42,864,420	3,780
AAME	2013-12-13	-0.004	0.001	11,989	21,212,872	0.08	0.084	2.025	85.699997	42,736,892	9,380
AAME	2013-12-20	0.003	0.007	7,788	21,197,918	0.058	0.055	6.974	81.400002	42,609,368	26,100
AAME	2013-12-27	-0.111	-0.114	7,788	21,209,876	0.058	0.168	71.303001	85.900002	42,481,844	13,650
AAME	2014-01-03	-0.019	0.092	6,652	21,203,932	0.054	0.072	4.881	86.300003	42,354,316	19,500
AAME	2014-01-10	-0.067	-0.048	6,652	21,194,028	0.054	0.121	10.378	85.199997	42,226,788	13,240
AAME	2014-01-17	0.013	0.08	10,988	21,194,028	0.074	0.062	5.442	85.199997	42,099,264	12,040
AAME	2014-01-24	-0.046	-0.059	10,988	21,199,998	0.074	0.121	2.319	84.800003	41,971,736	14,175
AAME	2014-01-31	0.051	0.097	17,052	21,209,066	0.1	0.049	3.091	84.199997	41,844,212	6,320
AAME	2014-02-07	0.005	-0.046	17,052	21,195,928	0.1	0.096	2.242	83.300003	41,716,684	6,920
AAME	2014-02-14	0.045	0.041	17,052	21,192,894	0.1	0.055	1.167	83.5	41,589,156	3,640
AAME	2014-02-21	0.041	-0.004	12,137	21,189,872	0.08	0.039	3.431	83.699997	41,461,632	12,550
AAME	2014-02-28	0.013	-0.028	12,137	21,192,894	0.08	0.066	3.218	83.5	41,334,104	9,080
AAME	2014-03-07	0.067	0.054	12,975	21,198,978	0.083	0.015	2.072	83.099998	41,206,580	11,160
AAME	2014-03-14	0.04	-0.027	12,975	21,201,118	0.082	0.042	2.236	75.900002	41,079,052	11,700
AAME	2014-03-21	-0.043	-0.083	10,252	21,203,208	0.074	0.117	2.403	79.300003	40,951,528	6,480
AAME	2014-03-28	-0.023	0.02	10,252	21,071,332	0.075	0.098	2.965	77.099998	40,824,000	12,560
AAME	2014-04-04	0.005	0.028	4,797	21,068,492	0.043	0.038	8.048	76.900002	40,872,000	12,680
AAME	2014-04-11	0.001	-0.004	4,797	21,079,544	0.043	0.042	10.96	74.199997	40,920,000	14,980
AAME	2014-04-18	-0.029	-0.03	5,496	21,066,284	0.046	0.075	4.854	73.099998	40,968,000	5,575
AAME	2014-04-25	-0.109	-0.08	5,496	21,066,284	0.046	0.156	5.735	73.099998	41,016,000	19,540
AAME	2014-05-02	0.012	0.121	6,685	21,063,220	0.05	0.039	3.452	73.300003	41,064,000	6,900
AAME	2014-05-09	-0.033	-0.045	6,685	21,057,142	0.051	0.084	3.972	73.699997	41,112,000	4,400
AAME	2014-05-16	-0.038	-0.005	2,433	20,801,188	0.024	0.062	17.400999	70.099998	41,160,000	5,600
AAME	2014-05-23	-0.051	-0.013	2,433	20,807,798	0.024	0.075	9.896	74.699997	41,192,768	6,480
AAME	2014-05-30	0.026	0.077	4,166	20,805,558	0.039	0.013	9.62	74.900002	41,225,540	7,350
AAME	2014-06-06	-0.024	-0.05	4,166	20,794,522	0.038	0.063	9.088	75.900002	41,258,308	14,560
AAME	2014-06-13	-0.046	-0.022	4,166	20,807,292	0.038	0.085	10.565	79.900002	41,291,076	8,380
AAME	2014-06-20	-0.029	0.018	3,270	20,794,870	0.032	0.061	7.902	81.099998	41,323,848	7,580
AAME	2014-06-27	-0.12	-0.091	3,270	20,786,802	0.032	0.152	12.836	81.900002	41,356,616	8,360
AAME	2014-07-04	0.015	0.134	7,729	20,808,080	0.055	0.041	5.205	82.400002	41,389,384	2,425
AAME	2014-07-11	-0.011	-0.026	7,729	20,794,870	0.055	0.066	4.717	81.099998	41,422,152	21,760
AAME	2014-07-18	-0.045	-0.034	7,401	20,800,000	0.053	0.098	11.101	83.199997	41,454,924	20,040
AAME	2014-07-25	-0.075	-0.029	7,401	20,802,004	0.053	0.127	3.686	83	41,487,692	18,960
AAME	2014-08-01	-0.01	0.064	2,672	20,808,824	0.027	0.037	15.889	84.900002	41,520,460	8,280
AAME	2014-08-08	-0.104	-0.094	2,672	20,787,588	0.027	0.131	64.477997	87.099998	41,553,232	10,380
AAME	2014-08-15	-0.01	0.095	5,778	20,697,114	0.05	0.06	8.753	86.099998	41,586,000	12,720
AAME	2014-08-22	-0.018	-0.008	5,778	20,698,796	0.05	0.068	9.186	85.900002	41,668,308	5,560
AAME	2014-08-29	0.005	0.023	5,778	20,710,786	0.05	0.045	10.443	84.5	41,750,616	3,700
AAME	2014-09-05	-0.028	-0.034	6,080	20,712,530	0.051	0.079	4.661	84.300003	41,832,924	3,875
AAME	2014-09-12	-0.049	-0.021	6,080	20,712,470	0.051	0.1	9.251	81.400002	41,915,232	2,260
AAME	2014-09-19	0.039	0.088	7,043	20,716,252	0.05	0.011	3.809	75.199997	41,997,540	4,560
AAME	2014-09-26	-0.027	-0.066	7,043	20,717,948	0.05	0.076	4.391	80.800003	42,079,848	5,956.799805
AAME	2014-10-03	0.02	0.047	10,011	20,700,000	0.061	0.041	11.1	82.800003	42,162,152	3,014
AAME	2014-10-10	-0.077	-0.097	10,011	20,700,000	0.061	0.138	5.22	82.800003	42,244,460	1,781.800049
AAME	2014-10-17	0	0.077	7,998	20,714,284	0.053	0.053	4.906	81.199997	42,326,768	3,496.399902
AAME	2014-10-24	-0.023	-0.023	7,998	20,708,860	0.053	0.075	4.624	81.800003	42,409,076	3,151.399902
AAME	2014-10-31	0.006	0.029	6,308	20,701,298	0.051	0.045	6.544	79.699997	42,491,384	4,648.600098
AAME	2014-11-07	0.005	-0.001	6,308	20,698,926	0.051	0.046	15.966	77	42,573,692	12,325.799805
AAME	2014-11-14	-0.011	-0.016	6,308	20,618,556	0.051	0.062	6.161	80	42,655,996	4,344.200195
AAME	2014-11-21	-0.025	-0.014	5,333	20,628,274	0.043	0.068	8.343	78.800003	42,564,580	3,743.399902
AAME	2014-11-28	-0.028	-0.003	5,333	20,623,376	0.043	0.072	5.202	79.400002	42,473,156	3,578.75
AAME	2014-12-05	-0.033	-0.005	2,801	20,618,556	0.025	0.058	11.901	80	42,381,736	3,772.800049
AAME	2014-12-12	-0.039	-0.006	2,801	20,618,556	0.025	0.064	14.288	80	42,290,316	3,647.399902
AAME	2014-12-19	0.025	0.064	7,037	20,618,556	0.053	0.028	10.795	80	42,198,896	3,334.399902
AAME	2014-12-26	-0.019	-0.044	7,037	20,615,386	0.052	0.071	3.312	80.400002	42,107,472	3,471
AAME	2015-01-02	0.058	0.077	11,196	20,620,346	0.076	0.018	2.704	83.099998	42,016,052	6,395.5
AAME	2015-01-09	0.019	-0.038	11,196	20,625,000	0.076	0.056	4.743	82.5	41,924,632	6,161.399902
AAME	2015-01-16	0.019	-0	8,479	20,625,000	0.058	0.039	3.554	82.5	41,833,212	2,436.600098
AAME	2015-01-23	-0.071	-0.09	8,479	20,618,556	0.059	0.13	4.014	80	41,741,788	2,330
AAME	2015-01-30	-0.01	0.061	8,128	20,626,568	0.057	0.067	242.828003	82.300003	41,650,368	1,870.199951
AAME	2015-02-06	0.012	0.022	8,128	20,626,568	0.058	0.046	3.724	82.300003	41,558,948	1,591.800049
AAME	2015-02-13	-0.02	-0.032	8,128	20,631,312	0.058	0.078	1.908	81.699997	41,467,528	2,543
AAME	2015-02-20	0.038	0.057	3,335	20,626,568	0.029	-0.008	4.821	82.300003	41,376,104	3,742

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