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
AB	2017-09-08	-0.108	-0.057	832,972.0625	93,504,272	0.272	0.379	1.738	2,188	48,458,384	205,250
AB	2017-09-15	-0.091	0.017	817,112	93,504,128	0.252	0.343	1.341	2,262.800049	48,543,616	231,600
AB	2017-09-22	-0.068	0.023	817,112	93,502,048	0.252	0.32	1.489	2,290.800049	48,628,848	189,200
AB	2017-09-29	-0.088	-0.02	817,112	93,502,064	0.252	0.34	1.335	2,272.100098	48,714,076	227,000
AB	2017-10-06	-0.15	-0.061	836,185	93,503,032	0.262	0.411	2.339	2,314.199951	48,799,308	187,200
AB	2017-10-13	-0.137	0.013	836,185	93,504,008	0.262	0.399	1.812	2,337.600098	48,884,540	151,200
AB	2017-10-20	-0.057	0.08	861,470	93,502,960	0.279	0.337	1.32	2,370.300049	48,969,768	181,800
AB	2017-10-27	-0.041	0.016	861,470	93,627,376	0.279	0.32	1.632	2,462.399902	49,055,000	274,800
AB	2017-11-03	-0.031	0.009	911,435	93,625,736	0.292	0.323	2.098	2,401.5	51,346,876	257,800
AB	2017-11-10	-0.122	-0.091	911,435	93,624,752	0.292	0.414	1.997	2,345.300049	53,638,752	225,800
AB	2017-11-17	-0.044	0.078	884,354	93,625,992	0.294	0.338	1.258	2,378.100098	55,930,628	202,400
AB	2017-11-24	-0.035	0.009	884,354	93,624,504	0.294	0.329	1.915	2,368.699951	58,222,500	138,500
AB	2017-12-01	-0.067	-0.032	860,434	93,625,752	0.288	0.355	1.562	2,326.600098	60,514,376	299,000
AB	2017-12-08	-0.097	-0.029	860,434	93,624,752	0.287	0.384	0.25	2,420.199951	62,806,248	215,000
AB	2017-12-15	-0.058	0.038	885,905	93,628,000	0.292	0.35	1.408	2,340.699951	65,098,124	531,800
AB	2017-12-22	-0.101	-0.043	885,905	93,625,992	0.292	0.393	1.789	2,378.100098	67,390,000	210,600
AB	2017-12-29	-0.064	0.038	885,905	93,624,752	0.292	0.356	1.199	2,345.300049	69,681,872	172,250
AB	2018-01-05	-0.095	-0.031	872,141	93,625,952	0.278	0.373	1.324	2,453	71,973,752	257,250
AB	2018-01-12	-0.141	-0.047	872,141	93,625,000	0.278	0.42	1.894	2,546.600098	74,265,624	434,600
AB	2018-01-19	-0.03	0.111	911,479	93,625,448	0.312	0.342	1.395	2,574.699951	76,557,504	275,249.96875
AB	2018-01-26	-0.024	0.007	911,479	93,626,568	0.312	0.335	1.198	2,607.5	78,849,376	152,000
AB	2018-02-02	-0.049	-0.025	1,056,360	93,627,816	0.329	0.378	1.116	2,490.5	81,141,256	286,000
AB	2018-02-09	-0.081	-0.032	1,056,360	93,625,000	0.329	0.41	1.024	2,321.899902	83,433,128	368,800
AB	2018-02-16	-0.078	0.003	973,235.9375	96,460,696	0.311	0.388	1.902	2,638.199951	85,725,000	452,200
AB	2018-02-23	-0.077	0	973,235.9375	96,461,256	0.312	0.389	2.395	2,614.100098	83,722,304	426,249.96875
AB	2018-03-02	-0.089	-0.012	884,412.0625	96,460,952	0.285	0.375	1.672	2,532.100098	81,719,600	298,000
AB	2018-03-09	-0.147	-0.058	884,412.0625	96,462,384	0.286	0.433	1.831	2,628.600098	79,716,896	329,200
AB	2018-03-16	-0.059	0.088	952,803	96,462,400	0.303	0.362	1.853	2,565.899902	77,714,200	256,000
AB	2018-03-23	-0.055	0.004	952,803	96,460,656	0.304	0.359	1.646	2,512.800049	75,711,504	276,400
AB	2018-03-30	-0.05	0.005	938,889	96,461,824	0.292	0.342	1.418	2,590	73,708,800	295,500
AB	2018-04-06	-0.084	-0.034	938,889	96,463,000	0.292	0.376	1.53	2,541.800049	71,706,096	267,600
AB	2018-04-13	-0.063	0.021	969,106	96,463,280	0.3	0.363	1.395	2,561.100098	69,703,400	336,800
AB	2018-04-20	-0.022	0.041	969,106	96,461,832	0.299	0.321	1.429	2,527.300049	67,700,704	208,800
AB	2018-04-27	-0.036	-0.014	969,106	97,643,128	0.298	0.334	1.794	2,626.600098	65,698,000	312,000
AB	2018-05-04	-0.097	-0.061	1,130,644	97,643,528	0.325	0.422	1.606	2,602.199951	65,674,152	359,600
AB	2018-05-11	-0.064	0.033	1,130,644	97,643,784	0.326	0.39	1.325	2,631.5	65,650,308	466,400
AB	2018-05-18	-0.058	0.006	1,056,556	97,644,512	0.316	0.375	1.544	2,719.399902	65,626,460	489,800
AB	2018-05-25	-0.146	-0.087	1,056,556	97,644,368	0.317	0.462	1.49	2,773.100098	65,602,616	447,800
AB	2018-06-01	-0.106	0.04	938,855	97,642,728	0.296	0.401	1.172	2,787.699951	65,578,768	293,249.96875
AB	2018-06-08	-0.147	-0.041	938,855	97,644,448	0.296	0.443	1.379	2,856.100098	65,554,924	324,400
AB	2018-06-15	-0.132	0.014	580,248	97,642,608	0.23	0.363	3.221	2,841.399902	65,531,076	341,600
AB	2018-06-22	-0.221	-0.089	580,248	97,643,224	0.23	0.451	3.174	2,846.300049	65,507,232	240,400
AB	2018-06-29	-0.112	0.109	580,248	97,642,728	0.231	0.342	2.44	2,787.699951	65,483,384	281,200
AB	2018-07-06	-0.199	-0.088	570,314	97,642,608	0.218	0.418	2.824	2,841.399902	65,459,540	224,500
AB	2018-07-13	-0.16	0.039	570,314	97,645,448	0.218	0.378	2.453	2,836.600098	65,435,692	211,000
AB	2018-07-20	-0.155	0.004	538,715	97,642,144	0.206	0.362	2.195	2,919.5	65,411,848	183,200
AB	2018-07-27	-0.153	0.002	538,715	98,029,712	0.207	0.36	3.073	2,970.300049	65,388,000	405,200
AB	2018-08-03	-0.135	0.019	614,083	98,028,472	0.223	0.358	2.388	2,754.600098	65,958,308	574,000
AB	2018-08-10	-0.139	-0.005	614,083	98,027,256	0.224	0.363	2.549	2,877.100098	66,528,616	244,800
AB	2018-08-17	-0.121	0.019	771,382	98,030,248	0.26	0.381	1.739	2,916.399902	67,098,924	236,200
AB	2018-08-24	-0.109	0.012	771,382	98,029,800	0.26	0.369	2.004	2,960.5	67,669,232	247,400
AB	2018-08-31	-0.069	0.04	687,900.0625	98,029,952	0.237	0.306	2.973	2,945.800049	68,239,536	265,000
AB	2018-09-07	-0.131	-0.062	687,900.0625	98,029,800	0.237	0.368	1.983	2,960.5	68,809,848	199,250
AB	2018-09-14	-0.103	0.028	687,900.0625	98,029,072	0.237	0.34	1.754	3,034	69,380,152	243,000
AB	2018-09-21	-0.136	-0.033	696,611.9375	98,029,504	0.24	0.377	2.69	2,989.899902	69,950,464	224,400
AB	2018-09-28	-0.152	-0.016	696,611.9375	98,029,560	0.24	0.393	1.477	2,985	70,520,768	182,600
AB	2018-10-05	-0.084	0.068	790,143	98,030,104	0.253	0.338	1.785	2,995.800049	71,091,080	219,200
AB	2018-10-12	-0.098	-0.014	790,143	98,027,392	0.253	0.351	1.607	2,862.399902	71,661,384	364,800
AB	2018-10-19	-0.116	-0.018	729,409	98,030,392	0.236	0.352	3.176	2,966.399902	72,231,696	425,200
AB	2018-10-26	-0.124	-0.007	729,409	96,371,680	0.238	0.362	2.174	2,722.5	72,802,000	524,200
AB	2018-11-02	-0.161	-0.038	783,890	96,372,896	0.25	0.411	1.757	2,744.699951	72,424,312	434,400
AB	2018-11-09	-0.184	-0.023	783,890	96,373,944	0.251	0.435	1.483	2,886.399902	72,046,624	286,400
AB	2018-11-16	-0.143	0.041	862,493	96,374,368	0.263	0.406	1.693	2,857.5	71,668,936	329,400
AB	2018-11-23	-0.201	-0.058	862,493	96,372,120	0.263	0.465	1.527	2,890.199951	71,291,248	234,500
AB	2018-11-30	-0.069	0.133	1,120,191	96,372,064	0.311	0.38	1.476	2,911.399902	70,913,560	261,400
AB	2018-12-07	-0.126	-0.057	1,120,191	96,372,032	0.311	0.438	1.487	2,714.800049	70,535,872	871,000
AB	2018-12-14	-0.164	-0.038	1,120,191	96,371,912	0.312	0.476	1.805	2,539.399902	70,158,184	916,800
AB	2018-12-21	-0.172	-0.008	1,127,766	96,372,984	0.312	0.484	1.555	2,340.899902	69,780,496	709,200
AB	2018-12-28	-0.171	0.001	1,127,766	96,372,112	0.312	0.483	1.408	2,584.699951	69,402,816	645,500.0625
AB	2019-01-04	-0.15	0.021	981,347.9375	96,373,664	0.288	0.438	1.693	2,708.100098	69,025,128	620,000
AB	2019-01-11	-0.193	-0.044	981,347.9375	96,371,624	0.288	0.482	1.213	2,743.699951	68,647,440	502,200
AB	2019-01-18	-0.069	0.124	1,103,547	96,374,208	0.304	0.372	1.387	2,899.899902	68,269,752	363,800
AB	2019-01-25	-0.116	-0.048	1,103,547	96,371,480	0.303	0.42	1.35	2,905.600098	67,892,064	330,500
AB	2019-02-01	-0.005	0.112	1,654,587	96,371,944	0.394	0.398	1.422	2,953.800049	67,514,376	296,400
AB	2019-02-08	0.016	0.021	1,654,587	96,373,768	0.394	0.378	1.075	2,939.399902	67,136,688	320,200
AB	2019-02-15	-0.011	-0.027	1,456,735	96,656,664	0.372	0.383	1.431	2,899.699951	66,759,000	553,600
AB	2019-02-22	-0.001	0.011	1,456,735	96,659,920	0.372	0.373	0.832	2,867.899902	65,346,900	431,000
AB	2019-03-01	0.014	0.014	1,456,735	96,659,904	0.373	0.359	0.902	2,856.300049	63,934,800	242,400
AB	2019-03-08	-0.108	-0.122	988,297	96,658,624	0.289	0.398	1.615	2,803.100098	62,522,700	313,400
AB	2019-03-15	-0.111	-0.003	735,699.9375	96,659,824	0.247	0.358	1.757	2,824.399902	61,110,600	204,200
AB	2019-03-22	-0.089	0.022	735,699.9375	96,657,080	0.248	0.337	1.408	2,689	59,698,500	264,200
AB	2019-03-29	-0.11	-0.021	735,699.9375	96,659,744	0.248	0.359	1.485	2,792.5	58,286,400	192,400
AB	2019-04-05	-0.164	-0.054	614,229	96,659,888	0.217	0.382	2.288	2,850.5	56,874,300	148,000
AB	2019-04-12	-0.099	0.065	614,229	96,659,880	0.217	0.316	2.546	2,847.600098	55,462,200	184,100
AB	2019-04-19	-0.095	0.004	689,055	96,658,872	0.235	0.33	1.804	2,895.899902	54,050,100	192,500
AB	2019-04-26	-0.099	-0.003	689,055	94,993,144	0.237	0.336	2.379	2,768.100098	52,638,000	301,000
AB	2019-05-03	-0.069	0.03	750,029	94,994,888	0.252	0.322	2.455	2,784.300049	53,129,152	265,400
AB	2019-05-10	-0.136	-0.067	750,029	94,994,888	0.253	0.389	2.515	2,788.100098	53,620,312	307,600
AB	2019-05-17	-0.105	0.031	726,357	94,994,816	0.254	0.359	1.513	2,753.899902	54,111,460	211,200
AB	2019-05-24	-0.078	0.028	726,357	94,994,752	0.254	0.331	2.223	2,712.100098	54,602,616	140,200
AB	2019-05-31	-0.099	-0.022	574,224	94,994,480	0.221	0.32	1.848	2,582.899902	55,093,768	189,750
AB	2019-06-07	-0.082	0.018	574,224	94,992,856	0.221	0.303	1.821	2,659.800049	55,584,924	147,800
AB	2019-06-14	-0.064	0.018	574,224	94,993,232	0.222	0.285	2.218	2,808	56,076,076	361,400
AB	2019-06-21	-0.177	-0.114	559,635	94,994,920	0.213	0.39	2.296	2,805.199951	56,567,232	191,800
AB	2019-06-28	-0.14	0.037	559,635	94,993,272	0.213	0.353	2.999	2,823.199951	57,058,384	136,400
AB	2019-07-05	-0.15	-0.01	499,319	94,995,040	0.199	0.349	2.126	2,869.800049	57,549,540	196,250
AB	2019-07-12	-0.135	0.015	499,319	94,995,080	0.199	0.334	2.375	2,896.399902	58,040,692	208,200
AB	2019-07-19	-0.131	0.005	589,340.0625	94,993,384	0.207	0.338	2.246	2,870.699951	58,531,848	169,600
AB	2019-07-26	-0.127	0.004	589,340.0625	96,624,080	0.205	0.332	2.314	2,873.600098	59,023,000	209,200
AB	2019-08-02	-0.136	-0.009	671,125	96,626,056	0.224	0.361	2.595	2,775.100098	59,615,232	294,000

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