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	2011-08-19	0.066	0.029	2,842,322	105,172,416	0.507	0.441	0.518	1,525	40,744,000	346,800
AB	2011-08-26	0.09	0.024	2,842,322	105,172,184	0.507	0.416	0.45	1,649.099976	40,077,000	287,200
AB	2011-09-02	0.067	-0.023	2,962,687	105,176,120	0.505	0.438	0.566	1,761.699951	39,410,000	478,400
AB	2011-09-09	0.084	0.017	2,962,687	105,173,464	0.505	0.422	0.363	1,728	38,743,000	325,249.96875
AB	2011-09-16	0.043	-0.041	3,263,673	105,174,608	0.516	0.474	0.541	1,656.5	38,076,000	403,600
AB	2011-09-23	0.051	0.009	3,263,673	105,174,368	0.517	0.466	0.646	1,477.699951	37,409,000	432,400
AB	2011-09-30	0.098	0.046	3,025,361	105,172,168	0.482	0.384	0.489	1,435.599976	36,742,000	266,400
AB	2011-10-07	0.037	-0.06	3,025,361	105,176,024	0.481	0.444	0.478	1,404.099976	36,075,000	333,000
AB	2011-10-14	0.055	0.017	3,025,361	105,174,824	0.482	0.428	0.378	1,504	35,408,000	352,800
AB	2011-10-21	0.048	-0.007	2,840,521	105,174,328	0.472	0.424	0.508	1,508.199951	34,741,000	305,000
AB	2011-10-28	0.005	-0.043	2,840,521	105,170,256	0.472	0.467	0.532	1,513.400024	34,074,000	457,400
AB	2011-11-04	-0.003	-0.008	2,597,389	105,170,872	0.453	0.456	0.992	1,415.599976	18,905,200	385,000
AB	2011-11-11	0.037	0.04	2,597,389	105,169,816	0.453	0.416	0.579	1,393.5	3,736,399.75	424,800
AB	2011-11-18	-0.053	-0.09	2,044,644	105,172,160	0.421	0.474	1.036	1,405.099976	-11,432,400	405,200
AB	2011-11-25	-0.058	-0.005	2,044,644	105,176,464	0.421	0.479	1.089	1,341	-26,601,200	376,750.03125
AB	2011-12-02	-0.049	0.009	1,926,155	105,170,584	0.412	0.462	0.988	1,387.199951	-41,770,000	424,200
AB	2011-12-09	-0.047	0.002	1,926,155	105,171,888	0.412	0.459	0.852	1,407.199951	-56,938,800	611,600
AB	2011-12-16	-0.058	-0.011	1,897,191	105,176,648	0.406	0.464	0.98	1,369.400024	-72,107,600	596,400
AB	2011-12-23	-0.08	-0.022	1,897,191	105,169,872	0.406	0.486	0.682	1,424	-87,276,400	571,800
AB	2011-12-30	-0.128	-0.048	1,327,607	105,175,832	0.357	0.485	1.233	1,375.699951	-102,445,200	351,750.03125
AB	2012-01-06	-0.153	-0.025	1,327,607	105,174,728	0.357	0.509	1.179	1,565	-117,614,000	592,250
AB	2012-01-13	-0.14	0.013	1,327,607	105,172,416	0.356	0.496	1.738	1,525	-132,782,800	484,600
AB	2012-01-20	-0.136	0.004	1,169,699	105,172,640	0.343	0.479	1.003	1,614.400024	-147,951,600	552,250
AB	2012-01-27	-0.199	-0.063	1,169,699	105,176,320	0.342	0.542	1.427	1,580.800049	-163,120,400	353,400
AB	2012-02-03	-0.064	0.135	1,653,287.875	105,175,544	0.393	0.456	1.516	1,737.5	-178,289,200	417,600
AB	2012-02-10	-0.112	-0.048	1,653,287.875	105,170,720	0.393	0.504	1.005	1,509.199951	-193,458,000	502,800
AB	2012-02-17	-0.009	0.103	2,120,682	105,172,672	0.454	0.463	0.855	1,431.400024	-174,610,912	769,000
AB	2012-02-24	-0.076	-0.067	2,120,682	105,171,432	0.455	0.531	0.732	1,472.400024	-155,763,840	571,750
AB	2012-03-02	-0.05	0.026	1,869,103	105,172,176	0.437	0.487	0.672	1,496.599976	-136,916,752	283,200
AB	2012-03-09	-0.109	-0.059	1,869,103	105,174,192	0.437	0.546	0.645	1,630.199951	-118,069,664	424,400
AB	2012-03-16	-0.099	0.01	1,349,479.875	105,173,336	0.369	0.468	1.016	1,577.599976	-99,222,584	328,000
AB	2012-03-23	-0.136	-0.037	1,349,479.875	105,175,104	0.368	0.505	0.842	1,621.800049	-80,375,504	251,600
AB	2012-03-30	-0.028	0.108	2,011,036	105,176,176	0.446	0.475	0.64	1,641.800049	-61,528,416	190,800
AB	2012-04-06	-0.043	-0.015	2,011,036	105,176,320	0.446	0.489	0.615	1,580.800049	-42,681,332	196,500
AB	2012-04-13	-0.026	0.017	2,011,036	105,172,416	0.446	0.472	0.811	1,555.5	-23,834,250	227,800
AB	2012-04-20	0.033	0.06	2,102,245	105,175,312	0.472	0.439	0.82	1,499.800049	-4,987,166.5	119,500
AB	2012-04-27	0.054	0.021	2,102,245	105,173,384	0.471	0.417	0.463	1,486.099976	13,859,917	147,600
AB	2012-05-04	0.047	-0.007	2,169,328.25	105,170,456	0.465	0.419	1.076	1,480.800049	32,707,000	280,800
AB	2012-05-11	0.041	-0.006	2,169,328.25	105,176,152	0.466	0.425	0.947	1,552.400024	32,329,772	189,600
AB	2012-05-18	0.04	-0.001	2,118,609	105,174,168	0.451	0.412	0.648	1,449.300049	31,952,538	163,400
AB	2012-05-25	0.08	0.04	2,118,609	105,171,888	0.452	0.372	0.618	1,407.199951	31,575,308	181,200
AB	2012-06-01	0.03	-0.05	1,981,091	105,172,976	0.429	0.399	0.85	1,307.300049	31,198,076	144,624.984375
AB	2012-06-08	-0.018	-0.048	1,981,091	105,174,992	0.429	0.446	0.87	1,262.099976	30,820,846	700,800
AB	2012-06-15	-0.073	-0.056	1,790,307	105,169,208	0.399	0.473	1.031	1,243.099976	30,443,616	530,800
AB	2012-06-22	-0.076	-0.003	1,790,307	105,177,248	0.399	0.475	0.738	1,275.800049	30,066,384	325,600
AB	2012-06-29	-0.04	0.037	1,790,307	105,169,424	0.398	0.438	0.905	1,334.599976	29,689,154	238,200
AB	2012-07-06	-0.156	-0.116	656,223	105,175,920	0.263	0.419	2.378	1,345.199951	29,311,924	177,500
AB	2012-07-13	-0.14	0.016	656,223	105,177,136	0.263	0.403	2.231	1,306.300049	28,934,692	196,200
AB	2012-07-20	-0.176	-0.036	616,764.0625	105,175,296	0.242	0.418	1.839	1,260	28,557,462	258,200
AB	2012-07-27	-0.209	-0.033	616,764.0625	105,175,216	0.243	0.451	1.834	1,290.5	28,180,230	237,600
AB	2012-08-03	-0.188	0.02	614,723	105,170,728	0.246	0.434	2.389	1,293.599976	27,803,000	228,000
AB	2012-08-10	-0.181	0.007	614,723	105,176,928	0.246	0.427	1.786	1,367.300049	24,103,166	253,200
AB	2012-08-17	-0.167	0.014	608,303	105,171,072	0.246	0.413	2.386	1,352.5	20,403,334	315,400
AB	2012-08-24	-0.226	-0.059	608,303	105,172,920	0.246	0.472	2.072	1,429.300049	16,703,500	518,400
AB	2012-08-31	-0.223	0.003	574,849	105,174,584	0.241	0.464	2.998	1,506.099976	13,003,667	733,400
AB	2012-09-07	-0.25	-0.027	574,849	105,174,328	0.241	0.491	1.933	1,508.199951	9,303,833	291,000
AB	2012-09-14	-0.226	0.024	574,849	105,173,512	0.242	0.468	2.023	1,636.5	5,603,999.5	413,800
AB	2012-09-21	-0.228	-0.002	705,007	105,171,080	0.262	0.489	1.764	1,629.099976	1,904,166.625	435,200
AB	2012-09-28	-0.167	0.061	705,007	105,171,968	0.261	0.428	2.798	1,620.699951	-1,795,666.75	228,400
AB	2012-10-05	-0.221	-0.054	805,775	105,170,208	0.273	0.494	2.134	1,637.5	-5,495,500	232,600
AB	2012-10-12	-0.185	0.036	805,775	105,172,192	0.273	0.458	1.808	1,679.599976	-9,195,333	194,400
AB	2012-10-19	-0.139	0.046	978,750	105,174,312	0.305	0.444	1.207	1,719.599976	-12,895,167	249,200
AB	2012-10-26	-0.158	-0.019	978,750	105,175,912	0.305	0.463	1.378	1,763.800049	-16,595,000	353,800
AB	2012-11-02	-0.157	0.002	932,055	105,172,208	0.303	0.46	1.232	1,740.599976	-13,877,062	322,666.65625
AB	2012-11-09	-0.169	-0.012	932,055	105,174,344	0.303	0.472	1.876	1,689.099976	-11,159,125	288,200
AB	2012-11-16	-0.21	-0.041	677,045	105,172,192	0.261	0.472	3.176	1,679.599976	-8,441,188	407,800
AB	2012-11-23	-0.216	-0.006	677,045	105,175,440	0.261	0.477	1.965	1,918.400024	-5,723,250	427,249.96875
AB	2012-11-30	-0.185	0.031	695,638	105,170,648	0.262	0.447	2.041	1,848.900024	-3,005,312.5	419,600
AB	2012-12-07	-0.191	-0.006	695,638	105,172,200	0.262	0.453	1.488	1,771.099976	-287,375	435,800
AB	2012-12-14	-0.199	-0.008	695,638	105,172,624	0.262	0.461	3.387	1,766.900024	2,430,562.5	479,800
AB	2012-12-21	-0.186	0.013	852,519	105,176,328	0.281	0.467	1.632	1,759.599976	5,148,500	414,200
AB	2012-12-28	-0.147	0.038	852,519	105,171,632	0.281	0.428	1.894	1,838.400024	7,866,437.5	275,249.96875
AB	2013-01-04	-0.194	-0.046	729,038	105,171,304	0.27	0.463	1.801	1,964.599976	10,584,375	533,000
AB	2013-01-11	-0.182	0.012	729,038	105,175,168	0.27	0.452	2.349	2,101.399902	13,302,312	516,400
AB	2013-01-18	-0.194	-0.013	614,290	105,174,648	0.252	0.446	2.596	2,107.699951	16,020,250	363,000
AB	2013-01-25	-0.208	-0.013	614,290	105,172,080	0.252	0.46	2.315	2,169.699951	18,738,188	289,500
AB	2013-02-01	-0.136	0.072	768,002	105,174,112	0.279	0.415	1.97	2,144.5	21,456,124	313,400
AB	2013-02-08	-0.15	-0.014	768,002	105,175,264	0.279	0.429	1.932	2,160.300049	24,174,062	198,800
AB	2013-02-15	-0.138	0.012	766,831	105,172,896	0.283	0.421	2.491	2,250.699951	26,892,000	613,000
AB	2013-02-22	-0.162	-0.024	766,831	105,174,272	0.283	0.445	2.545	2,353.800049	28,356,090	719,250
AB	2013-03-01	-0.125	0.037	766,831	105,172,856	0.284	0.409	2.225	2,403.199951	29,820,182	463,600
AB	2013-03-08	-0.054	0.071	1,056,533	105,172,264	0.329	0.384	1.578	2,350.600098	31,284,272	365,600
AB	2013-03-15	0.022	0.077	1,512,610	105,172,408	0.415	0.393	1.018	2,318	32,748,364	400,600
AB	2013-03-22	0.013	-0.01	1,512,610	105,175,272	0.415	0.403	0.931	2,280.199951	34,212,456	240,800
AB	2013-03-29	0.067	0.055	1,512,610	105,173,520	0.416	0.349	0.846	2,303.300049	35,676,544	208,500
AB	2013-04-05	0.039	-0.028	1,758,948	105,172,744	0.461	0.422	1.029	2,191.800049	37,140,636	226,200
AB	2013-04-12	0.063	0.024	1,814,322	105,171,664	0.47	0.407	0.963	2,420	38,604,728	255,200
AB	2013-04-19	0.126	0.063	1,814,322	105,174,848	0.47	0.344	0.947	2,375.899902	40,068,820	249,200
AB	2013-04-26	0.123	-0.003	1,814,322	105,175,176	0.47	0.346	0.645	2,491.600098	41,532,908	263,000
AB	2013-05-03	0.118	-0.005	1,814,494	105,567,392	0.465	0.347	0.673	2,576.899902	42,997,000	334,000
AB	2013-05-10	0.037	-0.081	1,814,494	105,567,416	0.466	0.429	1	2,669.800049	43,184,924	348,800
AB	2013-05-17	0.091	0.053	1,923,123	105,565,960	0.474	0.384	1.116	2,704.600098	43,372,848	495,800
AB	2013-05-24	0.022	-0.069	1,923,123	105,566,152	0.473	0.452	0.912	2,657.100098	43,560,768	413,800
AB	2013-05-31	0.043	0.021	1,721,316	105,565,224	0.445	0.402	1.061	2,670.800049	43,748,692	262,250
AB	2013-06-07	-0.031	-0.074	1,721,316	105,566,928	0.445	0.476	1.069	2,579	43,936,616	432,600
AB	2013-06-14	0.057	0.088	1,721,316	105,565,616	0.446	0.389	0.783	2,566.300049	44,124,540	257,000
AB	2013-06-21	-0.027	-0.084	1,491,994	105,567,288	0.415	0.441	1.146	2,298.199951	44,312,460	498,000
AB	2013-06-28	-0.014	0.013	1,491,994	105,566,760	0.415	0.429	1.534	2,197.899902	44,500,384	632,600
AB	2013-07-05	-0.036	-0.022	1,240,846	105,565,136	0.356	0.392	1.171	2,082.800049	44,688,308	523,000
AB	2013-07-12	-0.146	-0.11	1,240,846	105,564,344	0.356	0.502	1.593	2,132.399902	44,876,232	922,600

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