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
AB	2017-05-19	-0.243	-0.021	456,635	96,472,552	0.198	0.441	4.083	2,021.099976	49,269,308	577,200
AB	2017-05-26	-0.278	-0.035	456,635	96,472,488	0.198	0.476	4.034	2,103.100098	49,137,076	702,800
AB	2017-06-02	-0.243	0.035	529,176	96,473,696	0.214	0.458	2.798	2,199.600098	49,004,848	857,500.0625
AB	2017-06-09	-0.216	0.027	529,176	96,473,120	0.215	0.431	2.958	2,243	48,872,616	402,800
AB	2017-06-16	-0.132	0.084	910,462	96,472,104	0.29	0.422	1.739	2,247.800049	48,740,384	335,200
AB	2017-06-23	-0.105	0.027	910,462	96,472,344	0.29	0.395	1.355	2,267.100098	48,608,152	319,400
AB	2017-06-30	-0.053	0.052	1,030,897	96,473,576	0.313	0.366	1.079	2,281.600098	48,475,924	264,200
AB	2017-07-07	-0.081	-0.028	1,030,897	96,475,000	0.313	0.395	1.122	2,315.399902	48,343,692	220,000
AB	2017-07-14	-0.061	0.02	1,030,897	96,473,472	0.314	0.375	1.089	2,363.600098	48,211,460	237,000
AB	2017-07-21	-0.1	-0.039	1,068,182	96,472,728	0.31	0.41	1.246	2,387.699951	48,079,232	192,000
AB	2017-07-28	-0.06	0.04	1,068,182	93,505,160	0.317	0.377	1.787	2,267.5	47,947,000	334,200
AB	2017-08-04	-0.055	0.005	1,131,182	93,502,064	0.332	0.387	1.208	2,272.100098	48,032,232	273,600
AB	2017-08-11	-0.052	0.004	1,131,182	93,503,160	0.332	0.384	1.558	2,220.699951	48,117,460	304,800
AB	2017-08-18	-0.034	0.018	1,133,169	93,502,160	0.342	0.376	1.244	2,159.899902	48,202,692	192,200
AB	2017-08-25	-0.093	-0.059	1,133,169	93,503,208	0.341	0.434	1.225	2,183.300049	48,287,924	217,400
AB	2017-09-01	-0.05	0.043	832,972.0625	93,504,232	0.271	0.322	1.561	2,206.699951	48,373,152	151,800
AB	2017-09-08	-0.141	-0.091	832,972.0625	93,504,272	0.272	0.413	1.927	2,188	48,458,384	205,250
AB	2017-09-15	-0.113	0.029	817,112	93,504,128	0.252	0.365	2.079	2,262.800049	48,543,616	231,600
AB	2017-09-22	-0.097	0.015	817,112	93,502,048	0.252	0.349	1.266	2,290.800049	48,628,848	189,200
AB	2017-09-29	-0.114	-0.017	817,112	93,502,064	0.252	0.366	2.855	2,272.100098	48,714,076	227,000
AB	2017-10-06	-0.172	-0.058	836,185	93,503,032	0.262	0.434	1.753	2,314.199951	48,799,308	187,200
AB	2017-10-13	-0.145	0.028	836,185	93,504,008	0.262	0.406	2.329	2,337.600098	48,884,540	151,200
AB	2017-10-20	-0.067	0.078	861,470	93,502,960	0.279	0.346	1.507	2,370.300049	48,969,768	181,800
AB	2017-10-27	-0.084	-0.017	861,470	93,627,376	0.279	0.363	1.945	2,462.399902	49,055,000	274,800
AB	2017-11-03	-0.065	0.02	911,435	93,625,736	0.291	0.356	2.209	2,401.5	51,346,876	257,800
AB	2017-11-10	-0.172	-0.107	911,435	93,624,752	0.292	0.463	2.042	2,345.300049	53,638,752	225,800
AB	2017-11-17	-0.068	0.104	884,354	93,625,992	0.293	0.361	1.905	2,378.100098	55,930,628	202,400
AB	2017-11-24	-0.049	0.019	884,354	93,624,504	0.293	0.342	1.277	2,368.699951	58,222,500	138,500
AB	2017-12-01	-0.095	-0.046	860,434	93,625,752	0.287	0.382	1.458	2,326.600098	60,514,376	299,000
AB	2017-12-08	-0.101	-0.006	860,434	93,624,752	0.287	0.388	1.47	2,420.199951	62,806,248	215,000
AB	2017-12-15	-0.085	0.016	885,905	93,628,000	0.291	0.377	2.17	2,340.699951	65,098,124	531,800
AB	2017-12-22	-0.125	-0.04	885,905	93,625,992	0.291	0.417	1.362	2,378.100098	67,390,000	210,600
AB	2017-12-29	-0.093	0.032	885,905	93,624,752	0.292	0.385	1.89	2,345.300049	69,681,872	172,250
AB	2018-01-05	-0.105	-0.012	872,141	93,625,952	0.278	0.383	1.277	2,453	71,973,752	257,250
AB	2018-01-12	-0.117	-0.012	872,141	93,625,000	0.278	0.395	1.74	2,546.600098	74,265,624	434,600
AB	2018-01-19	-0.066	0.051	911,479	93,625,448	0.311	0.377	1.292	2,574.699951	76,557,504	275,249.96875
AB	2018-01-26	-0.066	0	911,479	93,626,568	0.311	0.377	1.589	2,607.5	78,849,376	152,000
AB	2018-02-02	-0.052	0.014	1,056,360	93,627,816	0.328	0.38	1.455	2,490.5	81,141,256	286,000
AB	2018-02-09	-0.054	-0.002	1,056,360	93,625,000	0.328	0.382	1.457	2,321.899902	83,433,128	368,800
AB	2018-02-16	-0.057	-0.003	973,235.9375	96,460,696	0.31	0.367	1.929	2,638.199951	85,725,000	452,200
AB	2018-02-23	-0.079	-0.022	973,235.9375	96,461,256	0.311	0.391	1.582	2,614.100098	83,722,304	426,249.96875
AB	2018-03-02	-0.069	0.01	884,412.0625	96,460,952	0.285	0.354	1.986	2,532.100098	81,719,600	298,000
AB	2018-03-09	-0.136	-0.067	884,412.0625	96,462,384	0.285	0.421	1.385	2,628.600098	79,716,896	329,200
AB	2018-03-16	-0.109	0.027	952,803	96,462,400	0.303	0.411	1.48	2,565.899902	77,714,200	256,000
AB	2018-03-23	-0.097	0.011	952,803	96,460,656	0.303	0.4	1.507	2,512.800049	75,711,504	276,400
AB	2018-03-30	-0.036	0.061	938,889	96,461,824	0.291	0.328	1.064	2,590	73,708,800	295,500
AB	2018-04-06	-0.143	-0.106	938,889	96,463,000	0.291	0.434	1.354	2,541.800049	71,706,096	267,600
AB	2018-04-13	-0.078	0.064	969,106	96,463,280	0.299	0.378	1.717	2,561.100098	69,703,400	336,800
AB	2018-04-20	-0.045	0.034	969,106	96,461,832	0.299	0.344	2.129	2,527.300049	67,700,704	208,800
AB	2018-04-27	-0.068	-0.023	969,106	97,643,128	0.298	0.366	2.098	2,626.600098	65,698,000	312,000
AB	2018-05-04	-0.085	-0.017	1,130,644	97,643,528	0.325	0.411	1.377	2,602.199951	65,674,152	359,600
AB	2018-05-11	-0.072	0.013	1,130,644	97,643,784	0.326	0.398	1.852	2,631.5	65,650,308	466,400
AB	2018-05-18	-0.058	0.014	1,056,556	97,644,512	0.316	0.374	1.653	2,719.399902	65,626,460	489,800
AB	2018-05-25	-0.125	-0.067	1,056,556	97,644,368	0.317	0.441	1.856	2,773.100098	65,602,616	447,800
AB	2018-06-01	-0.093	0.032	938,855	97,642,728	0.296	0.388	2.167	2,787.699951	65,578,768	293,249.96875
AB	2018-06-08	-0.126	-0.033	938,855	97,644,448	0.296	0.422	1.495	2,856.100098	65,554,924	324,400
AB	2018-06-15	-0.137	-0.011	580,248	97,642,608	0.23	0.367	2.764	2,841.399902	65,531,076	341,600
AB	2018-06-22	-0.191	-0.054	580,248	97,643,224	0.23	0.421	2.832	2,846.300049	65,507,232	240,400
AB	2018-06-29	-0.122	0.069	580,248	97,642,728	0.23	0.352	2.436	2,787.699951	65,483,384	281,200
AB	2018-07-06	-0.199	-0.076	570,314	97,642,608	0.218	0.417	2.921	2,841.399902	65,459,540	224,500
AB	2018-07-13	-0.168	0.031	570,314	97,645,448	0.218	0.385	2.435	2,836.600098	65,435,692	211,000
AB	2018-07-20	-0.151	0.016	538,715	97,642,144	0.206	0.357	1.918	2,919.5	65,411,848	183,200
AB	2018-07-27	-0.163	-0.012	538,715	98,029,712	0.206	0.37	3.403	2,970.300049	65,388,000	405,200
AB	2018-08-03	-0.165	-0.002	614,083	98,028,472	0.223	0.388	2.831	2,754.600098	65,958,308	574,000
AB	2018-08-10	-0.185	-0.02	614,083	98,027,256	0.224	0.409	2.589	2,877.100098	66,528,616	244,800
AB	2018-08-17	-0.141	0.044	771,382	98,030,248	0.26	0.401	1.933	2,916.399902	67,098,924	236,200
AB	2018-08-24	-0.121	0.019	771,382	98,029,800	0.26	0.381	1.98	2,960.5	67,669,232	247,400
AB	2018-08-31	-0.053	0.068	687,900.0625	98,029,952	0.237	0.291	1.996	2,945.800049	68,239,536	265,000
AB	2018-09-07	-0.135	-0.082	687,900.0625	98,029,800	0.237	0.372	2.189	2,960.5	68,809,848	199,250
AB	2018-09-14	-0.054	0.081	687,900.0625	98,029,072	0.237	0.291	2.01	3,034	69,380,152	243,000
AB	2018-09-21	-0.14	-0.085	696,611.9375	98,029,504	0.24	0.379	2.577	2,989.899902	69,950,464	224,400
AB	2018-09-28	-0.164	-0.024	696,611.9375	98,029,560	0.24	0.403	1.99	2,985	70,520,768	182,600
AB	2018-10-05	-0.094	0.07	790,143	98,030,104	0.253	0.347	1.736	2,995.800049	71,091,080	219,200
AB	2018-10-12	-0.129	-0.036	790,143	98,027,392	0.253	0.383	2.372	2,862.399902	71,661,384	364,800
AB	2018-10-19	-0.113	0.016	729,409	98,030,392	0.236	0.349	3.465	2,966.399902	72,231,696	425,200
AB	2018-10-26	-0.186	-0.073	729,409	96,371,680	0.238	0.425	2.79	2,722.5	72,802,000	524,200
AB	2018-11-02	-0.156	0.03	783,890	96,372,896	0.25	0.406	2.042	2,744.699951	72,424,312	434,400
AB	2018-11-09	-0.177	-0.021	783,890	96,373,944	0.251	0.428	2.272	2,886.399902	72,046,624	286,400
AB	2018-11-16	-0.131	0.046	862,493	96,374,368	0.263	0.394	1.843	2,857.5	71,668,936	329,400
AB	2018-11-23	-0.191	-0.06	862,493	96,372,120	0.264	0.455	2.475	2,890.199951	71,291,248	234,500
AB	2018-11-30	-0.096	0.095	1,120,191	96,372,064	0.311	0.407	1.809	2,911.399902	70,913,560	261,400
AB	2018-12-07	-0.12	-0.024	1,120,191	96,372,032	0.311	0.431	1.145	2,714.800049	70,535,872	871,000
AB	2018-12-14	-0.134	-0.014	1,120,191	96,371,912	0.312	0.446	1.661	2,539.399902	70,158,184	916,800
AB	2018-12-21	-0.172	-0.038	1,127,766	96,372,984	0.312	0.484	1.63	2,340.899902	69,780,496	709,200
AB	2018-12-28	-0.188	-0.015	1,127,766	96,372,112	0.312	0.499	1.58	2,584.699951	69,402,816	645,500.0625
AB	2019-01-04	-0.138	0.05	981,347.9375	96,373,664	0.288	0.426	1.61	2,708.100098	69,025,128	620,000
AB	2019-01-11	-0.221	-0.083	981,347.9375	96,371,624	0.288	0.509	2.074	2,743.699951	68,647,440	502,200
AB	2019-01-18	-0.081	0.14	1,103,547	96,374,208	0.303	0.384	1.294	2,899.899902	68,269,752	363,800
AB	2019-01-25	-0.105	-0.023	1,103,547	96,371,480	0.303	0.407	1.45	2,905.600098	67,892,064	330,500
AB	2019-02-01	0.008	0.113	1,654,587	96,371,944	0.393	0.385	0.894	2,953.800049	67,514,376	296,400
AB	2019-02-08	-0.009	-0.017	1,654,587	96,373,768	0.393	0.402	0.994	2,939.399902	67,136,688	320,200
AB	2019-02-15	-0.027	-0.018	1,456,735	96,656,664	0.372	0.399	0.983	2,899.699951	66,759,000	553,600
AB	2019-02-22	-0.021	0.007	1,456,735	96,659,920	0.372	0.393	1.028	2,867.899902	65,346,900	431,000
AB	2019-03-01	0.031	0.052	1,456,735	96,659,904	0.372	0.342	1.188	2,856.300049	63,934,800	242,400
AB	2019-03-08	-0.1	-0.131	988,297	96,658,624	0.289	0.389	1.652	2,803.100098	62,522,700	313,400
AB	2019-03-15	-0.125	-0.025	735,699.9375	96,659,824	0.247	0.373	1.967	2,824.399902	61,110,600	204,200
AB	2019-03-22	-0.18	-0.055	735,699.9375	96,657,080	0.247	0.428	2.342	2,689	59,698,500	264,200
AB	2019-03-29	-0.08	0.1	735,699.9375	96,659,744	0.248	0.328	1.811	2,792.5	58,286,400	192,400
AB	2019-04-05	-0.144	-0.064	614,229	96,659,888	0.217	0.362	2.076	2,850.5	56,874,300	148,000
AB	2019-04-12	-0.157	-0.012	614,229	96,659,880	0.217	0.374	2.354	2,847.600098	55,462,200	184,100

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