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
AAOI	2016-10-28	0.013	0.02	3,150,606	17,140,680	0.861	0.849	1.956	337.5	67,847,304	198,705.796875
AAOI	2016-11-04	0.02	0.008	2,888,303	17,140,878	0.855	0.835	2.754	371.100006	68,992,152	646,685.375
AAOI	2016-11-11	0.002	-0.018	2,888,303	17,196,636	0.854	0.852	2.337	429.399994	70,137,008	642,819.375
AAOI	2016-11-18	0.018	0.016	2,765,745	17,198,648	0.849	0.831	0.183	458	71,005,408	507,451.40625
AAOI	2016-11-25	-0.039	-0.057	2,765,745	17,196,702	0.849	0.888	1.67	438	71,873,824	630,961.75
AAOI	2016-12-02	-0.023	0.016	2,600,637	17,198,108	0.843	0.866	0.992	400.200012	72,742,232	327,445
AAOI	2016-12-09	-0.036	-0.014	2,600,637	17,198,868	0.842	0.878	0.656	425.5	73,610,648	439,634.1875
AAOI	2016-12-16	-0.013	0.023	2,022,052	17,196,110	0.816	0.829	2.208	424.399994	74,479,056	318,668.40625
AAOI	2016-12-23	-0.009	0.003	2,022,052	17,199,838	0.816	0.825	6.173	426.899994	75,347,472	216,657.59375
AAOI	2016-12-30	0.039	0.048	2,140,685	17,197,100	0.821	0.783	3.745	403.100006	76,215,880	199,909.5
AAOI	2017-01-06	0.056	0.017	2,140,685	17,198,928	0.821	0.765	2.79	385.600006	77,084,296	212,360.984375
AAOI	2017-01-13	0.123	0.067	2,140,685	17,197,024	0.821	0.697	3.283	485.299988	77,952,704	1,375,268.375
AAOI	2017-01-20	0.036	-0.087	2,074,917	17,197,516	0.82	0.783	3.582	525.900024	78,821,120	805,780.25
AAOI	2017-01-27	0.032	-0.004	2,074,917	17,197,432	0.82	0.787	8.45	535.700012	79,689,528	463,900
AAOI	2017-02-03	0.075	0.043	2,037,815	17,199,388	0.816	0.741	2.949	560.700012	80,557,944	414,441.1875
AAOI	2017-02-10	0.032	-0.043	2,037,815	17,198,408	0.816	0.783	8.653	561.700012	81,426,352	436,034.8125
AAOI	2017-02-17	0.084	0.052	2,084,161	17,198,820	0.815	0.732	3.68	641	82,294,768	749,381.1875
AAOI	2017-02-24	0.085	0.001	2,084,161	17,198,782	0.817	0.732	3.436	790.799988	83,163,176	2,301,016.25
AAOI	2017-03-03	0.08	-0.004	2,225,177	17,198,050	0.822	0.741	6.651	917	84,031,592	1,703,675.375
AAOI	2017-03-10	0.054	-0.027	2,225,177	18,678,320	0.813	0.759	2.031	951.099976	84,900,000	1,384,430
AAOI	2017-03-17	0.072	0.018	2,294,500	18,678,352	0.816	0.743	4.063	948.299988	86,158,224	1,279,797.375
AAOI	2017-03-24	0.075	0.003	2,294,500	18,678,662	0.816	0.741	4.207	1,027.699951	87,416,448	1,629,616.625
AAOI	2017-03-31	0.113	0.038	2,871,698	18,678,540	0.837	0.724	4.547	1,048.800049	88,674,664	2,397,993.75
AAOI	2017-04-07	0.084	-0.029	2,871,698	18,677,260	0.837	0.753	3.214	834.5	89,932,888	2,901,394
AAOI	2017-04-14	0.095	0.011	2,871,698	18,677,704	0.838	0.743	2.3	846.099976	91,191,112	4,764,539.5
AAOI	2017-04-21	0.091	-0.004	3,915,306	18,678,084	0.865	0.774	2.384	850.599976	92,449,336	2,618,975.25
AAOI	2017-04-28	0.123	0.032	4,671,633	18,677,870	0.875	0.752	1.217	922.5	93,707,552	3,245,004.25
AAOI	2017-05-05	0.148	0.025	4,671,633	18,677,626	0.875	0.727	1.471	1,045.199951	94,965,776	4,382,425
AAOI	2017-05-12	0.119	-0.029	4,671,633	18,999,238	0.875	0.756	1.561	1,243.5	96,224,000	4,168,393
AAOI	2017-05-19	0.142	0.023	6,380,517	18,999,054	0.889	0.748	1.324	1,207.199951	97,850,696	3,073,208.75
AAOI	2017-05-26	0.133	-0.009	6,380,517	18,998,740	0.889	0.756	0.694	1,358.599976	99,477,384	3,798,950.5
AAOI	2017-06-02	0.152	0.019	7,825,004	18,998,394	0.894	0.742	1.079	1,418.800049	101,104,080	2,630,147.5
AAOI	2017-06-09	0.14	-0.012	7,825,004	18,998,610	0.894	0.754	0.837	1,229.400024	102,730,768	3,166,347
AAOI	2017-06-16	0.155	0.015	8,332,618	18,998,090	0.895	0.74	1.088	1,194.599976	104,357,464	3,770,307.5
AAOI	2017-06-23	0.144	-0.011	8,332,618	18,998,026	0.895	0.752	0.887	1,251.400024	105,984,152	2,146,561.25
AAOI	2017-06-30	0.158	0.015	9,631,328	18,998,220	0.899	0.74	1.046	1,173.900024	107,610,848	2,636,109.25
AAOI	2017-07-07	0.147	-0.011	9,631,328	18,998,512	0.899	0.752	1.078	1,278.599976	109,237,536	1,937,469
AAOI	2017-07-14	0.211	0.064	9,631,328	18,998,812	0.899	0.688	1.274	1,599.699951	110,864,232	4,708,566
AAOI	2017-07-21	0.164	-0.046	10,376,784	18,998,332	0.898	0.734	1.357	1,708.900024	112,490,920	5,374,253
AAOI	2017-07-28	0.156	-0.008	10,376,784	18,998,344	0.898	0.742	0.684	1,836	114,117,616	4,315,836
AAOI	2017-08-04	0.171	0.015	10,750,517	18,998,454	0.898	0.727	1.218	1,227.300049	115,744,304	6,624,404.5
AAOI	2017-08-11	0.161	-0.011	10,750,517	19,302,856	0.899	0.738	0.776	1,270.900024	117,371,000	5,527,708.5
AAOI	2017-08-18	0.168	0.007	8,713,039	19,302,654	0.896	0.728	2.078	1,237.300049	115,179,304	2,862,014
AAOI	2017-08-25	0.143	-0.025	8,713,039	19,303,372	0.896	0.753	0.704	1,202.599976	112,987,616	2,205,489.5
AAOI	2017-09-01	0.162	0.019	10,675,524	19,303,154	0.899	0.737	0.666	1,138.5	110,795,920	2,353,668.75
AAOI	2017-09-08	0.165	0.003	10,675,524	19,304,086	0.899	0.734	0.203	1,095.699951	108,604,232	2,165,831.75
AAOI	2017-09-15	0.181	0.016	12,956,196	19,303,602	0.903	0.722	0.869	1,125.400024	106,412,536	1,744,380.625
AAOI	2017-09-22	0.192	0.012	12,956,196	19,302,508	0.903	0.71	0.516	1,231.5	104,220,848	4,077,985.5
AAOI	2017-09-29	0.179	-0.013	12,956,196	19,302,612	0.903	0.724	0.485	1,248.300049	102,029,152	1,767,451.375
AAOI	2017-10-06	0.173	-0.006	13,247,898	19,303,766	0.903	0.73	0.523	1,122.900024	99,837,464	2,283,245.5
AAOI	2017-10-13	0.186	0.014	13,247,898	19,302,276	0.903	0.717	0.518	907.400024	97,645,768	3,433,617.5
AAOI	2017-10-20	0.187	0.001	13,079,825	19,303,110	0.905	0.717	0.425	800.5	95,454,080	2,502,205.5
AAOI	2017-10-27	0.165	-0.023	13,079,825	19,302,268	0.904	0.74	0.374	758	93,262,384	1,717,076
AAOI	2017-11-03	0.173	0.008	13,162,794	19,301,956	0.904	0.732	0.479	730	91,070,696	1,940,775.375
AAOI	2017-11-10	0.19	0.017	13,162,794	19,381,898	0.905	0.715	0.634	878	88,879,000	3,879,110.5
AAOI	2017-11-17	0.166	-0.024	12,026,317	19,382,770	0.902	0.736	1.008	873	88,315,000	1,555,189
AAOI	2017-11-24	0.16	-0.006	12,026,317	19,381,810	0.902	0.741	0.39	818.299988	87,751,000	1,214,910.75
AAOI	2017-12-01	0.17	0.01	12,369,508	19,382,202	0.902	0.732	0.699	840.799988	87,187,000	1,175,747
AAOI	2017-12-08	0.177	0.007	12,369,508	19,382,270	0.902	0.725	0.296	749.900024	86,623,000	1,366,306.25
AAOI	2017-12-15	0.175	-0.002	11,429,505	19,381,894	0.901	0.726	0.567	755.700012	86,059,000	1,037,104.8125
AAOI	2017-12-22	0.167	-0.008	11,429,505	19,381,882	0.901	0.734	1.037	774.5	85,495,000	1,175,758.25
AAOI	2017-12-29	0.179	0.012	11,429,505	19,381,278	0.902	0.723	1.291	733	84,931,000	994,716.0625
AAOI	2018-01-05	0.203	0.024	11,193,063	19,382,876	0.9	0.696	0.393	753.799988	84,367,000	844,779
AAOI	2018-01-12	0.192	-0.011	11,193,063	19,383,544	0.9	0.707	0.911	694.900024	83,803,000	1,468,686.25
AAOI	2018-01-19	0.21	0.018	10,874,420	19,383,386	0.899	0.688	0.905	679	83,239,000	1,712,941.5
AAOI	2018-01-26	0.17	-0.04	10,874,420	19,383,160	0.899	0.728	0.828	697.599976	82,675,000	908,250.8125
AAOI	2018-02-02	0.185	0.014	10,951,814	19,381,286	0.897	0.712	0.762	635.900024	82,111,000	936,692.375
AAOI	2018-02-09	0.168	-0.017	10,951,814	19,381,512	0.898	0.73	1.051	595.400024	81,547,000	1,565,319.25
AAOI	2018-02-16	0.162	-0.006	12,391,075	19,381,056	0.899	0.737	0.32	620	80,983,000	1,265,070.625
AAOI	2018-02-23	0.166	0.004	12,391,075	19,382,584	0.899	0.733	0.802	543.099976	80,419,000	4,004,408
AAOI	2018-03-02	0.145	-0.021	11,738,662	19,499,106	0.897	0.752	0.394	545	79,855,000	1,124,116.25
AAOI	2018-03-09	0.132	-0.013	11,738,662	19,501,742	0.897	0.766	0.407	559.700012	78,393,400	1,569,419.75
AAOI	2018-03-16	0.105	-0.027	11,692,116	19,499,626	0.896	0.791	0.473	522.200012	76,931,800	1,942,379.375
AAOI	2018-03-23	0.083	-0.022	11,692,116	19,499,210	0.896	0.814	0.869	494.5	75,470,200	965,361.625
AAOI	2018-03-30	0.07	-0.013	13,150,727	19,501,198	0.9	0.83	0.265	488.700012	74,008,600	1,169,796.75
AAOI	2018-04-06	0.028	-0.042	13,150,727	19,501,868	0.901	0.873	0.365	469.799988	72,547,000	725,514.1875
AAOI	2018-04-13	0.025	-0.003	14,544,345	19,499,834	0.9	0.875	0.562	588.700012	71,085,400	1,738,808.125
AAOI	2018-04-20	0.077	0.053	14,544,345	19,499,848	0.9	0.823	0.752	643.299988	69,623,800	1,794,693.75
AAOI	2018-04-27	-0.001	-0.078	14,544,345	19,499,408	0.901	0.902	0.167	658.299988	68,162,200	1,248,951.375
AAOI	2018-05-04	-0.033	-0.031	14,513,825	19,500,630	0.9	0.932	0.54	620.900024	66,700,600	1,320,419.25
AAOI	2018-05-11	-0.029	0.004	14,513,825	19,578,352	0.9	0.929	0.418	622.200012	65,239,000	1,759,851.75
AAOI	2018-05-18	0.021	0.05	15,672,165	19,578,568	0.902	0.88	0.221	650.400024	66,976,152	641,716.1875
AAOI	2018-05-25	-0.007	-0.028	15,672,165	19,579,586	0.902	0.908	0.446	675.299988	68,713,304	571,268.625
AAOI	2018-06-01	0.055	0.061	14,549,391	19,577,964	0.9	0.845	0.42	881.400024	70,450,464	3,265,681.25
AAOI	2018-06-08	0.008	-0.047	14,549,391	19,578,924	0.9	0.892	0.479	888.099976	72,187,616	1,599,515
AAOI	2018-06-15	0.005	-0.003	15,096,513	19,578,146	0.902	0.897	0.176	849.299988	73,924,768	1,357,626
AAOI	2018-06-22	-0.003	-0.008	15,096,513	19,579,428	0.902	0.905	0.43	856.599976	75,661,920	1,016,173.1875
AAOI	2018-06-29	0.033	0.036	15,096,513	19,579,064	0.902	0.869	0.576	879.099976	77,399,080	881,242.625
AAOI	2018-07-06	0.025	-0.008	13,180,455	19,578,444	0.9	0.874	0.361	901	79,136,232	998,479
AAOI	2018-07-13	0.035	0.009	13,180,455	19,579,322	0.9	0.865	0.145	935.5	80,873,384	1,322,993.625
AAOI	2018-07-20	0.005	-0.03	11,585,534	19,578,746	0.892	0.887	0.375	818	82,610,536	1,678,186.625
AAOI	2018-07-27	0.003	-0.001	11,585,534	19,578,866	0.892	0.889	0.638	748.5	84,347,696	1,163,154.75
AAOI	2018-08-03	0.027	0.024	11,399,309	19,578,894	0.894	0.867	1.169	771.799988	86,084,848	742,395.625
AAOI	2018-08-10	0.016	-0.011	11,399,309	19,698,824	0.894	0.878	0.628	837.200012	87,822,000	2,721,479.75
AAOI	2018-08-17	0.029	0.013	10,940,946	19,698,704	0.893	0.864	0.194	791.099976	85,403,848	917,028.375
AAOI	2018-08-24	0.009	-0.021	10,940,946	19,699,090	0.893	0.884	0.945	844.5	82,985,696	755,403
AAOI	2018-08-31	0.027	0.018	9,216,710	19,697,774	0.889	0.862	0.231	814.700012	80,567,536	677,238.375
AAOI	2018-09-07	-0.009	-0.036	9,216,710	19,697,252	0.89	0.898	0.829	631.099976	78,149,384	2,152,136
AAOI	2018-09-14	0.011	0.019	9,216,710	19,698,744	0.889	0.879	1.146	673.5	75,731,232	827,216.625
AAOI	2018-09-21	-0.027	-0.038	6,797,303	19,697,432	0.881	0.909	0.712	644.5	73,313,080	1,123,936.375

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