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	2014-11-28	0.056	-0.038	1,628,864	14,820,276	0.815	0.759	5.834	160.800003	36,529,248	474,392.75
AAOI	2014-12-05	0.111	0.054	1,874,822	14,812,622	0.836	0.725	3.206	150.199997	36,519,376	532,698.375
AAOI	2014-12-12	0.084	-0.027	1,874,822	14,813,278	0.836	0.751	1.507	142.800003	36,509,500	350,733.8125
AAOI	2014-12-19	0.154	0.07	2,116,633	14,812,030	0.848	0.694	2.07	157.600006	36,499,624	252,378.59375
AAOI	2014-12-26	0.175	0.021	2,116,633	14,816,557	0.848	0.673	4.381	157.5	36,489,752	168,451.25
AAOI	2015-01-02	0.166	-0.01	1,980,419	14,819,277	0.84	0.675	4.943	159.899994	36,479,876	205,934.25
AAOI	2015-01-09	0.182	0.016	1,980,419	14,817,014	0.841	0.659	4.225	149.800003	36,470,000	212,690.59375
AAOI	2015-01-16	0.242	0.06	1,874,469	14,819,558	0.839	0.597	5.789	127.300003	36,460,124	345,297
AAOI	2015-01-23	0.168	-0.074	1,874,469	14,820,847	0.839	0.671	3.608	136.5	36,450,248	160,498
AAOI	2015-01-30	0.2	0.032	1,817,624.125	14,821,030	0.831	0.631	2.614	132.5	36,440,376	197,844.203125
AAOI	2015-02-06	0.193	-0.007	1,817,624.125	14,812,499	0.831	0.638	5.506	142.199997	36,430,500	144,607.59375
AAOI	2015-02-13	0.195	0.002	1,817,624.125	14,817,734	0.831	0.636	8.12	150.399994	36,420,624	175,006.40625
AAOI	2015-02-20	0.257	0.062	1,723,871	14,814,089	0.824	0.567	0.083	151.399994	36,410,752	142,496.5
AAOI	2015-02-27	0.209	-0.048	1,723,871	14,815,705	0.824	0.616	3.293	184.899994	36,400,876	570,528
AAOI	2015-03-06	0.173	-0.036	1,694,651	14,891,217	0.821	0.648	1.384	184.800003	36,391,000	397,266.8125
AAOI	2015-03-13	0.145	-0.028	1,694,651	14,884,438	0.821	0.676	8.046	193.199997	35,775,300	208,039.015625
AAOI	2015-03-20	0.206	0.061	1,827,450	14,891,304	0.832	0.626	3.256	205.5	35,159,600	217,976.40625
AAOI	2015-03-27	0.165	-0.04	1,827,450	14,890,068	0.832	0.666	5.082	196.399994	34,543,900	180,694
AAOI	2015-04-03	0.209	0.043	1,690,498	14,888,558	0.82	0.611	3.209	200.399994	33,928,200	184,786
AAOI	2015-04-10	0.164	-0.045	1,690,498	14,884,758	0.821	0.657	4.31	200.199997	33,312,500	188,832.984375
AAOI	2015-04-17	0.211	0.048	1,760,515	14,884,824	0.827	0.615	2.112	219.699997	32,696,800	342,316.59375
AAOI	2015-04-24	0.144	-0.067	1,760,515	14,888,889	0.827	0.682	2.398	221.100006	32,081,100	162,328.40625
AAOI	2015-05-01	0.189	0.045	1,819,772	14,886,114	0.831	0.642	3.816	202.600006	31,465,400	303,075
AAOI	2015-05-08	0.151	-0.039	1,819,772	14,887,714	0.831	0.68	3.826	225.399994	30,849,700	278,224.59375
AAOI	2015-05-15	0.154	0.003	1,882,594	14,938,016	0.833	0.679	3.82	216.899994	30,234,000	141,012.984375
AAOI	2015-05-22	0.162	0.008	1,882,594	14,943,011	0.834	0.671	2.341	249.100006	31,850,500	277,124.1875
AAOI	2015-05-29	0.167	0.005	1,882,594	14,938,409	0.833	0.666	2.501	266.799988	33,467,000	675,204.25
AAOI	2015-06-05	0.118	-0.049	1,925,827	14,942,341	0.831	0.713	2.436	272.100006	35,083,500	275,002.40625
AAOI	2015-06-12	0.131	0.013	1,925,827	14,943,027	0.831	0.7	1.17	275.399994	36,700,000	172,605.796875
AAOI	2015-06-19	0.095	-0.037	1,945,088	14,940,086	0.831	0.736	3.569	274.299988	38,316,500	304,766.1875
AAOI	2015-06-26	0.132	0.037	1,945,088	14,938,537	0.831	0.698	5.086	279.5	39,933,000	469,294.8125
AAOI	2015-07-03	0.132	0	2,071,991	14,941,383	0.835	0.703	4.442	254.899994	41,549,500	257,910.5
AAOI	2015-07-10	0.119	-0.013	2,071,991	14,937,907	0.835	0.716	1.904	252.600006	43,166,000	231,938.59375
AAOI	2015-07-17	0.155	0.036	2,306,839	14,942,945	0.845	0.69	4.512	288.100006	44,782,500	678,589
AAOI	2015-07-24	0.107	-0.048	2,306,839	14,938,006	0.845	0.738	3.669	277.100006	46,399,000	223,236
AAOI	2015-07-31	0.196	0.089	2,515,689	14,940,874	0.851	0.655	1.977	290.600006	48,015,500	237,499.796875
AAOI	2015-08-07	0.145	-0.051	2,515,689	15,121,281	0.851	0.706	6.518	330.399994	49,632,004	634,555.8125
AAOI	2015-08-14	0.14	-0.005	2,515,689	15,124,377	0.852	0.712	0.91	334.399994	50,164,356	555,528.625
AAOI	2015-08-21	0.113	-0.027	2,551,138	15,123,178	0.855	0.742	2.373	300.799988	50,696,716	696,093.8125
AAOI	2015-08-28	0.088	-0.025	2,551,138	15,120,796	0.855	0.767	1.734	319.200012	51,229,072	460,830.8125
AAOI	2015-09-04	0.12	0.033	2,773,411	15,121,468	0.863	0.742	1.577	305	51,761,428	296,412.1875
AAOI	2015-09-11	0.08	-0.04	2,773,411	15,123,031	0.862	0.782	1.768	307.299988	52,293,784	344,660.75
AAOI	2015-09-18	0.083	0.002	2,507,478	15,122,825	0.851	0.768	2.93	295.5	52,826,144	436,962.1875
AAOI	2015-09-25	0.096	0.013	2,507,478	15,124,717	0.851	0.755	3.139	266.799988	53,358,500	263,753.1875
AAOI	2015-10-02	0.065	-0.031	2,360,941	15,123,830	0.843	0.778	2.902	274.799988	53,890,856	326,473.8125
AAOI	2015-10-09	0.068	0.004	2,360,941	15,124,378	0.843	0.775	4.579	304	54,423,216	193,284.203125
AAOI	2015-10-16	0.039	-0.029	2,766,765	15,123,789	0.855	0.816	1.086	281	54,955,572	349,612.40625
AAOI	2015-10-23	0.015	-0.024	2,766,765	15,121,457	0.855	0.841	1.486	298.799988	55,487,928	312,922.40625
AAOI	2015-10-30	0.083	0.068	2,633,322	15,121,241	0.852	0.769	2.776	311.799988	56,020,284	404,679.8125
AAOI	2015-11-06	0.034	-0.049	2,633,322	15,121,952	0.852	0.818	2.287	266.600006	56,552,644	833,758.1875
AAOI	2015-11-13	-0.031	-0.065	2,633,322	16,837,348	0.842	0.873	2.175	279.5	57,085,000	449,479.1875
AAOI	2015-11-20	-0.046	-0.015	2,427,477	16,837,418	0.837	0.883	1.916	302.399994	57,085,000	426,758.8125
AAOI	2015-11-27	-0.035	0.011	2,427,477	16,837,284	0.837	0.872	2.65	312.5	57,085,000	238,699.25
AAOI	2015-12-04	-0	0.035	2,683,163	16,835,372	0.848	0.849	1.624	302.700012	57,085,000	264,929.8125
AAOI	2015-12-11	-0.03	-0.03	2,683,163	16,832,038	0.848	0.878	0.946	281.600006	57,085,000	237,707.203125
AAOI	2015-12-18	0.012	0.042	3,200,722	16,832,152	0.86	0.848	4.04	284.799988	57,085,000	247,750.796875
AAOI	2015-12-25	-0.018	-0.03	3,200,722	16,837,314	0.86	0.878	1.386	296	57,085,000	189,220.75
AAOI	2016-01-01	0.019	0.037	3,184,493	16,835,664	0.859	0.84	0.774	288.899994	56,740,584	165,508.5
AAOI	2016-01-08	0.032	0.013	3,184,493	16,835,700	0.859	0.827	0.774	249	56,396,168	312,797.40625
AAOI	2016-01-15	0.065	0.033	3,262,371	16,833,084	0.864	0.8	2.542	225.899994	56,051,752	232,295.203125
AAOI	2016-01-22	0.073	0.009	3,262,371	16,832,252	0.864	0.791	1.303	233.800003	55,707,332	388,208.75
AAOI	2016-01-29	0.084	0.01	3,262,371	16,835,674	0.864	0.781	1.66	275.600006	55,362,916	411,130.8125
AAOI	2016-02-05	0.057	-0.027	3,522,453	16,834,952	0.867	0.81	1.386	260.100006	55,018,500	230,359.40625
AAOI	2016-02-12	0.034	-0.023	3,522,453	16,836,602	0.867	0.833	1.371	257.600006	54,674,084	302,035.40625
AAOI	2016-02-19	0.054	0.02	3,386,675	16,833,542	0.864	0.81	2.355	269	54,329,668	247,673.5
AAOI	2016-02-26	0.047	-0.008	3,386,675	16,833,150	0.864	0.817	2.377	306.700012	53,985,248	447,854.40625
AAOI	2016-03-04	0.055	0.008	3,660,660	16,836,624	0.871	0.816	0.877	307.100006	53,640,832	231,893.40625
AAOI	2016-03-11	0.034	-0.021	3,660,660	16,837,024	0.871	0.837	0.516	296.5	53,296,416	160,048.59375
AAOI	2016-03-18	0.046	0.012	3,600,271	17,055,810	0.869	0.823	1.076	299.5	52,952,000	168,158.203125
AAOI	2016-03-25	0.064	0.018	3,600,271	17,055,098	0.87	0.806	1.392	269.299988	52,635,752	395,579.75
AAOI	2016-04-01	0.104	0.04	3,536,086	17,054,522	0.869	0.765	1.672	256.5	52,319,500	330,342.8125
AAOI	2016-04-08	0.065	-0.04	3,536,086	17,056,580	0.869	0.805	1.33	268.299988	52,003,248	252,898
AAOI	2016-04-15	0.052	-0.012	3,505,825	17,054,362	0.871	0.818	1.028	269.799988	51,687,000	209,977.796875
AAOI	2016-04-22	0.066	0.013	3,505,825	17,057,808	0.87	0.805	3.091	197.699997	51,370,756	1,485,302.25
AAOI	2016-04-29	0.032	-0.034	3,505,825	17,053,572	0.871	0.839	0.509	191	51,054,500	508,813
AAOI	2016-05-06	0.017	-0.015	3,373,723	17,054,924	0.869	0.852	1.212	180.100006	50,738,248	383,073.96875
AAOI	2016-05-13	0.059	0.042	3,373,723	17,081,968	0.869	0.81	1.352	156.300003	50,422,000	928,752.375
AAOI	2016-05-20	0.023	-0.036	3,711,445	17,072,368	0.876	0.854	1.442	155.699997	50,793,692	409,657.96875
AAOI	2016-05-27	0.004	-0.019	3,711,445	17,082,514	0.876	0.872	0.876	173.899994	51,165,384	446,598.8125
AAOI	2016-06-03	0.086	0.082	4,305,507	17,080,292	0.884	0.798	1.167	187.199997	51,537,076	476,169.75
AAOI	2016-06-10	0.036	-0.05	4,305,507	17,076,024	0.885	0.849	0.544	175.199997	51,908,768	367,467.1875
AAOI	2016-06-17	0.069	0.033	4,514,253	17,082,068	0.885	0.815	0.391	168.600006	52,280,460	379,845.40625
AAOI	2016-06-24	0.06	-0.009	4,514,253	17,077,392	0.884	0.824	0.428	167.699997	52,652,152	315,155.59375
AAOI	2016-07-01	0.055	-0.005	4,446,303	17,076,648	0.885	0.83	1.304	191.600006	53,023,848	292,825.1875
AAOI	2016-07-08	0.051	-0.004	4,446,303	17,079,646	0.885	0.834	1.47	193	53,395,544	246,042.5
AAOI	2016-07-15	0.063	0.012	4,365,122	17,074,830	0.884	0.82	1.195	200.800003	53,767,232	287,661.59375
AAOI	2016-07-22	0.065	0.002	4,365,122	17,075,162	0.883	0.818	1.424	209	54,138,924	191,657.796875
AAOI	2016-07-29	0.062	-0.003	4,365,122	17,077,702	0.883	0.821	0.887	202.199997	54,510,616	226,883.59375
AAOI	2016-08-05	0.092	0.031	4,187,522	17,079,108	0.884	0.792	3.277	252.600006	54,882,308	541,976.625
AAOI	2016-08-12	0.099	0.006	4,187,522	17,137,758	0.885	0.786	1.792	240.100006	55,254,000	381,106.40625
AAOI	2016-08-19	0.055	-0.044	4,027,007	17,139,738	0.883	0.828	1.303	235.5	56,398,848	296,517.59375
AAOI	2016-08-26	0.055	0.001	4,027,007	17,141,112	0.883	0.827	1.118	280.600006	57,543,692	556,884.8125
AAOI	2016-09-02	0.039	-0.017	3,714,467	17,138,778	0.876	0.837	1.807	300.100006	58,688,540	379,717.8125
AAOI	2016-09-09	0.035	-0.004	3,714,467	17,142,130	0.876	0.841	1.832	336.5	59,833,384	793,502.75
AAOI	2016-09-16	0.044	0.009	3,457,259	17,138,248	0.872	0.828	3.513	371.899994	60,978,232	627,846.8125
AAOI	2016-09-23	0.005	-0.039	3,457,259	17,138,126	0.872	0.867	2.612	362.299988	62,123,076	549,353.8125
AAOI	2016-09-30	0.024	0.019	3,350,029	17,140,928	0.868	0.844	0.434	380.700012	63,267,928	375,097.59375
AAOI	2016-10-07	-0.012	-0.036	3,350,029	17,139,084	0.868	0.88	2.534	389.399994	64,412,768	357,653.59375
AAOI	2016-10-14	0.01	0.022	3,350,029	17,141,448	0.868	0.858	1.638	347.799988	65,557,616	323,041.59375
AAOI	2016-10-21	-0.007	-0.017	3,150,606	17,140,772	0.861	0.869	0.645	352.5	66,702,460	241,023.015625

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