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
AAOI	2015-10-30	0.088	0.068	2,633,322	15,121,241	0.851	0.764	2.559	311.799988	56,020,284	404,679.8125
AAOI	2015-11-06	-0.002	-0.09	2,633,322	15,121,952	0.852	0.854	2.255	266.600006	56,552,644	833,758.1875
AAOI	2015-11-13	-0.034	-0.032	2,633,322	16,837,348	0.841	0.875	3.49	279.5	57,085,000	449,479.1875
AAOI	2015-11-20	0.001	0.034	2,427,477	16,837,418	0.836	0.835	4.375	302.399994	57,085,000	426,758.8125
AAOI	2015-11-27	-0.008	-0.009	2,427,477	16,837,284	0.836	0.844	2.579	312.5	57,085,000	238,699.25
AAOI	2015-12-04	0.013	0.021	2,683,163	16,835,372	0.848	0.835	1.827	302.700012	57,085,000	264,929.8125
AAOI	2015-12-11	-0.008	-0.021	2,683,163	16,832,038	0.848	0.855	1.659	281.600006	57,085,000	237,707.203125
AAOI	2015-12-18	0.033	0.041	3,200,722	16,832,152	0.86	0.827	0.824	284.799988	57,085,000	247,750.796875
AAOI	2015-12-25	-0.007	-0.04	3,200,722	16,837,314	0.86	0.867	2.098	296	57,085,000	189,220.75
AAOI	2016-01-01	0.032	0.038	3,184,493	16,835,664	0.859	0.827	1.792	288.899994	56,740,584	165,508.5
AAOI	2016-01-08	0.053	0.021	3,184,493	16,835,700	0.858	0.805	1.008	249	56,396,168	312,797.40625
AAOI	2016-01-15	0.07	0.017	3,262,371	16,833,084	0.864	0.794	1.333	225.899994	56,051,752	232,295.203125
AAOI	2016-01-22	0.065	-0.005	3,262,371	16,832,252	0.863	0.798	1.473	233.800003	55,707,332	388,208.75
AAOI	2016-01-29	0.067	0.002	3,262,371	16,835,674	0.864	0.796	1.599	275.600006	55,362,916	411,130.8125
AAOI	2016-02-05	0.048	-0.019	3,522,453	16,834,952	0.866	0.818	1.258	260.100006	55,018,500	230,359.40625
AAOI	2016-02-12	0.033	-0.015	3,522,453	16,836,602	0.866	0.833	1.389	257.600006	54,674,084	302,035.40625
AAOI	2016-02-19	0.052	0.019	3,386,675	16,833,542	0.864	0.812	2.302	269	54,329,668	247,673.5
AAOI	2016-02-26	0.033	-0.019	3,386,675	16,833,150	0.863	0.831	2.199	306.700012	53,985,248	447,854.40625
AAOI	2016-03-04	0.05	0.017	3,660,660	16,836,624	0.87	0.821	1.172	307.100006	53,640,832	231,893.40625
AAOI	2016-03-11	0.016	-0.034	3,660,660	16,837,024	0.871	0.855	2.066	296.5	53,296,416	160,048.59375
AAOI	2016-03-18	0.048	0.033	3,600,271	17,055,810	0.869	0.82	2.079	299.5	52,952,000	168,158.203125
AAOI	2016-03-25	0.053	0.005	3,600,271	17,055,098	0.87	0.816	2.068	269.299988	52,635,752	395,579.75
AAOI	2016-04-01	0.102	0.049	3,536,086	17,054,522	0.868	0.766	2.412	256.5	52,319,500	330,342.8125
AAOI	2016-04-08	0.049	-0.053	3,536,086	17,056,580	0.869	0.82	3.891	268.299988	52,003,248	252,898
AAOI	2016-04-15	0.052	0.003	3,505,825	17,054,362	0.87	0.818	1.804	269.799988	51,687,000	209,977.796875
AAOI	2016-04-22	0.073	0.021	3,505,825	17,057,808	0.869	0.796	1.808	197.699997	51,370,756	1,485,302.25
AAOI	2016-04-29	0.073	0	3,505,825	17,053,572	0.87	0.797	4.373	191	51,054,500	508,813
AAOI	2016-05-06	0.023	-0.05	3,373,723	17,054,924	0.868	0.846	1.684	180.100006	50,738,248	383,073.96875
AAOI	2016-05-13	0.061	0.038	3,373,723	17,081,968	0.868	0.807	2.068	156.300003	50,422,000	928,752.375
AAOI	2016-05-20	0.024	-0.037	3,711,445	17,072,368	0.876	0.852	3.657	155.699997	50,793,692	409,657.96875
AAOI	2016-05-27	0.037	0.013	3,711,445	17,082,514	0.875	0.838	1.002	173.899994	51,165,384	446,598.8125
AAOI	2016-06-03	0.089	0.052	4,305,507	17,080,292	0.884	0.794	2.991	187.199997	51,537,076	476,169.75
AAOI	2016-06-10	0.05	-0.039	4,305,507	17,076,024	0.884	0.834	2.267	175.199997	51,908,768	367,467.1875
AAOI	2016-06-17	0.099	0.048	4,514,253	17,082,068	0.884	0.785	0.432	168.600006	52,280,460	379,845.40625
AAOI	2016-06-24	0.043	-0.055	4,514,253	17,077,392	0.884	0.84	1.802	167.699997	52,652,152	315,155.59375
AAOI	2016-07-01	0.075	0.031	4,446,303	17,076,648	0.885	0.81	1.236	191.600006	53,023,848	292,825.1875
AAOI	2016-07-08	0.067	-0.008	4,446,303	17,079,646	0.885	0.818	1.954	193	53,395,544	246,042.5
AAOI	2016-07-15	0.062	-0.005	4,365,122	17,074,830	0.883	0.821	1.959	200.800003	53,767,232	287,661.59375
AAOI	2016-07-22	0.063	0.001	4,365,122	17,075,162	0.883	0.82	0.044	209	54,138,924	191,657.796875
AAOI	2016-07-29	0.081	0.018	4,365,122	17,077,702	0.883	0.802	1.289	202.199997	54,510,616	226,883.59375
AAOI	2016-08-05	0.087	0.007	4,187,522	17,079,108	0.884	0.796	2.316	252.600006	54,882,308	541,976.625
AAOI	2016-08-12	0.069	-0.018	4,187,522	17,137,758	0.884	0.816	0.857	240.100006	55,254,000	381,106.40625
AAOI	2016-08-19	0.045	-0.024	4,027,007	17,139,738	0.882	0.837	3.009	235.5	56,398,848	296,517.59375
AAOI	2016-08-26	0.029	-0.016	4,027,007	17,141,112	0.882	0.853	2.389	280.600006	57,543,692	556,884.8125
AAOI	2016-09-02	0.021	-0.008	3,714,467	17,138,778	0.876	0.855	4.217	300.100006	58,688,540	379,717.8125
AAOI	2016-09-09	0.027	0.006	3,714,467	17,142,130	0.876	0.849	0.782	336.5	59,833,384	793,502.75
AAOI	2016-09-16	0.041	0.014	3,457,259	17,138,248	0.872	0.83	1.293	371.899994	60,978,232	627,846.8125
AAOI	2016-09-23	0.012	-0.03	3,457,259	17,138,126	0.872	0.86	2.644	362.299988	62,123,076	549,353.8125
AAOI	2016-09-30	0.022	0.01	3,350,029	17,140,928	0.868	0.846	1.69	380.700012	63,267,928	375,097.59375
AAOI	2016-10-07	-0.041	-0.063	3,350,029	17,139,084	0.868	0.909	2.913	389.399994	64,412,768	357,653.59375
AAOI	2016-10-14	0.013	0.054	3,350,029	17,141,448	0.868	0.855	4.244	347.799988	65,557,616	323,041.59375
AAOI	2016-10-21	-0.007	-0.02	3,150,606	17,140,772	0.861	0.868	0.577	352.5	66,702,460	241,023.015625
AAOI	2016-10-28	0.018	0.025	3,150,606	17,140,680	0.861	0.843	2.407	337.5	67,847,304	198,705.796875
AAOI	2016-11-04	0.036	0.018	2,888,303	17,140,878	0.854	0.819	2.754	371.100006	68,992,152	646,685.375
AAOI	2016-11-11	0.019	-0.017	2,888,303	17,196,636	0.854	0.835	1.727	429.399994	70,137,008	642,819.375
AAOI	2016-11-18	0.001	-0.018	2,765,745	17,198,648	0.848	0.848	5.484	458	71,005,408	507,451.40625
AAOI	2016-11-25	-0.014	-0.015	2,765,745	17,196,702	0.848	0.862	3.862	438	71,873,824	630,961.75
AAOI	2016-12-02	-0.03	-0.016	2,600,637	17,198,108	0.843	0.873	0.719	400.200012	72,742,232	327,445
AAOI	2016-12-09	-0.044	-0.014	2,600,637	17,198,868	0.842	0.886	3.789	425.5	73,610,648	439,634.1875
AAOI	2016-12-16	-0.017	0.027	2,022,052	17,196,110	0.816	0.833	3.077	424.399994	74,479,056	318,668.40625
AAOI	2016-12-23	-0.019	-0.002	2,022,052	17,199,838	0.816	0.834	2.812	426.899994	75,347,472	216,657.59375
AAOI	2016-12-30	0.017	0.036	2,140,685	17,197,100	0.821	0.803	1.505	403.100006	76,215,880	199,909.5
AAOI	2017-01-06	0.03	0.013	2,140,685	17,198,928	0.821	0.791	4.41	385.600006	77,084,296	212,360.984375
AAOI	2017-01-13	0.081	0.051	2,140,685	17,197,024	0.82	0.74	3.153	485.299988	77,952,704	1,375,268.375
AAOI	2017-01-20	0.017	-0.064	2,074,917	17,197,516	0.819	0.802	2.276	525.900024	78,821,120	805,780.25
AAOI	2017-01-27	-0	-0.017	2,074,917	17,197,432	0.819	0.819	1.759	535.700012	79,689,528	463,900
AAOI	2017-02-03	0.025	0.025	2,037,815	17,199,388	0.815	0.79	4.318	560.700012	80,557,944	414,441.1875
AAOI	2017-02-10	0.018	-0.007	2,037,815	17,198,408	0.815	0.797	4.016	561.700012	81,426,352	436,034.8125
AAOI	2017-02-17	0.07	0.052	2,084,161	17,198,820	0.815	0.744	2.126	641	82,294,768	749,381.1875
AAOI	2017-02-24	0.047	-0.024	2,084,161	17,198,782	0.816	0.769	3.53	790.799988	83,163,176	2,301,016.25
AAOI	2017-03-03	0.056	0.009	2,225,177	17,198,050	0.821	0.766	2.818	917	84,031,592	1,703,675.375
AAOI	2017-03-10	0.032	-0.024	2,225,177	18,678,320	0.813	0.781	2.543	951.099976	84,900,000	1,384,430
AAOI	2017-03-17	0.051	0.019	2,294,500	18,678,352	0.815	0.764	1.644	948.299988	86,158,224	1,279,797.375
AAOI	2017-03-24	0.043	-0.008	2,294,500	18,678,662	0.816	0.773	5.666	1,027.699951	87,416,448	1,629,616.625
AAOI	2017-03-31	0.094	0.051	2,871,698	18,678,540	0.837	0.743	3.329	1,048.800049	88,674,664	2,397,993.75
AAOI	2017-04-07	0.062	-0.031	2,871,698	18,677,260	0.837	0.774	2.89	834.5	89,932,888	2,901,394
AAOI	2017-04-14	0.076	0.014	2,871,698	18,677,704	0.837	0.761	3.604	846.099976	91,191,112	4,764,539.5
AAOI	2017-04-21	0.074	-0.003	3,915,306	18,678,084	0.864	0.791	1.537	850.599976	92,449,336	2,618,975.25
AAOI	2017-04-28	0.092	0.018	4,671,633	18,677,870	0.875	0.783	0.809	922.5	93,707,552	3,245,004.25
AAOI	2017-05-05	0.116	0.024	4,671,633	18,677,626	0.875	0.759	1.46	1,045.199951	94,965,776	4,382,425
AAOI	2017-05-12	0.085	-0.03	4,671,633	18,999,238	0.874	0.789	1.939	1,243.5	96,224,000	4,168,393
AAOI	2017-05-19	0.096	0.011	6,380,517	18,999,054	0.889	0.793	2.375	1,207.199951	97,850,696	3,073,208.75
AAOI	2017-05-26	0.107	0.011	6,380,517	18,998,740	0.889	0.782	2.358	1,358.599976	99,477,384	3,798,950.5
AAOI	2017-06-02	0.112	0.005	7,825,004	18,998,394	0.893	0.781	0.851	1,418.800049	101,104,080	2,630,147.5
AAOI	2017-06-09	0.106	-0.006	7,825,004	18,998,610	0.894	0.788	1.113	1,229.400024	102,730,768	3,166,347
AAOI	2017-06-16	0.115	0.009	8,332,618	18,998,090	0.895	0.78	1.722	1,194.599976	104,357,464	3,770,307.5
AAOI	2017-06-23	0.122	0.007	8,332,618	18,998,026	0.895	0.773	0.392	1,251.400024	105,984,152	2,146,561.25
AAOI	2017-06-30	0.135	0.012	9,631,328	18,998,220	0.898	0.763	1.397	1,173.900024	107,610,848	2,636,109.25
AAOI	2017-07-07	0.12	-0.015	9,631,328	18,998,512	0.898	0.778	0.475	1,278.599976	109,237,536	1,937,469
AAOI	2017-07-14	0.169	0.049	9,631,328	18,998,812	0.898	0.73	0.509	1,599.699951	110,864,232	4,708,566
AAOI	2017-07-21	0.139	-0.03	10,376,784	18,998,332	0.898	0.759	0.812	1,708.900024	112,490,920	5,374,253
AAOI	2017-07-28	0.129	-0.01	10,376,784	18,998,344	0.898	0.769	0.816	1,836	114,117,616	4,315,836
AAOI	2017-08-04	0.146	0.017	10,750,517	18,998,454	0.898	0.752	0.766	1,227.300049	115,744,304	6,624,404.5
AAOI	2017-08-11	0.128	-0.019	10,750,517	19,302,856	0.898	0.771	1.122	1,270.900024	117,371,000	5,527,708.5
AAOI	2017-08-18	0.147	0.02	8,713,039	19,302,654	0.895	0.748	0.871	1,237.300049	115,179,304	2,862,014
AAOI	2017-08-25	0.112	-0.036	8,713,039	19,303,372	0.895	0.784	1.119	1,202.599976	112,987,616	2,205,489.5
AAOI	2017-09-01	0.144	0.032	10,675,524	19,303,154	0.899	0.755	0.535	1,138.5	110,795,920	2,353,668.75
AAOI	2017-09-08	0.131	-0.013	10,675,524	19,304,086	0.899	0.768	1.347	1,095.699951	108,604,232	2,165,831.75
AAOI	2017-09-15	0.15	0.019	12,956,196	19,303,602	0.902	0.752	0.267	1,125.400024	106,412,536	1,744,380.625
AAOI	2017-09-22	0.172	0.022	12,956,196	19,302,508	0.902	0.73	0.47	1,231.5	104,220,848	4,077,985.5

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