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	2010-01-08	-0.031	0.032	1,393,484	92,753,672	0.41	0.441	1.325	2,714.899902	67,631,664	489,000
AB	2010-01-15	-0.055	-0.023	1,559,203	92,751,728	0.431	0.486	1.555	2,689.800049	67,522,536	623,200
AB	2010-01-22	-0.036	0.018	1,559,203	92,752,056	0.432	0.468	1.103	2,585	67,413,400	459,750.03125
AB	2010-01-29	-0.035	0.001	1,559,203	92,754,472	0.431	0.466	1.059	2,387.5	67,304,264	604,400
AB	2010-02-05	0.018	0.053	2,181,355	92,751,656	0.5	0.482	0.793	2,386.5	67,195,136	428,200
AB	2010-02-12	0.025	0.007	2,181,355	101,353,176	0.476	0.451	0.914	2,688.899902	67,086,000	503,600
AB	2010-02-19	0.043	0.018	2,241,086	101,352,056	0.469	0.427	0.727	2,706.100098	66,013,000	480,500
AB	2010-02-26	0.023	-0.02	2,241,086	101,353,056	0.469	0.447	0.661	2,741.600098	64,940,000	298,000
AB	2010-03-05	0.026	0.004	2,097,491	101,352,816	0.442	0.415	0.728	2,809.5	63,867,000	485,800
AB	2010-03-12	-0.012	-0.038	2,097,491	101,350,344	0.441	0.453	0.74	2,979.699951	62,794,000	565,400
AB	2010-03-19	0.035	0.047	2,099,677	101,352,568	0.442	0.406	0.704	2,914.899902	61,721,000	353,000
AB	2010-03-26	-0.023	-0.058	2,099,677	101,352,064	0.442	0.465	0.601	3,065.899902	60,648,000	346,600
AB	2010-04-02	0.014	0.036	2,171,553	101,351,016	0.453	0.439	1.02	3,210.800049	59,575,000	409,000
AB	2010-04-09	0.02	0.006	2,171,553	101,352,112	0.453	0.433	0.644	3,238.199951	58,502,000	400,000
AB	2010-04-16	0.048	0.028	2,236,751.75	101,350,848	0.457	0.408	0.836	3,241.199951	57,429,000	518,600
AB	2010-04-23	0.03	-0.018	2,236,751.75	101,352,984	0.457	0.426	0.737	3,371	56,356,000	372,400
AB	2010-04-30	0.039	0.009	2,406,660	101,350,744	0.471	0.432	0.741	3,181.399902	55,283,000	384,800
AB	2010-05-07	0.057	0.018	2,406,660	101,804,560	0.47	0.412	0.616	2,990	54,210,000	658,800
AB	2010-05-14	0.056	-0.001	2,406,660	101,804,992	0.472	0.415	0.723	3,017.5	53,034,232	530,800
AB	2010-05-21	-0.015	-0.071	2,152,769	101,803,048	0.448	0.463	1.2	2,873.899902	51,858,460	581,600
AB	2010-05-28	-0.035	-0.02	2,152,769	101,803,448	0.448	0.483	0.849	2,890.199951	50,682,692	491,400
AB	2010-06-04	0.005	0.04	1,842,060	101,804,616	0.413	0.408	1.187	2,865.800049	49,506,924	282,249.96875
AB	2010-06-11	-0.02	-0.025	1,842,060	101,803,224	0.413	0.433	1.044	2,907.5	48,331,152	393,200
AB	2010-06-18	-0.004	0.016	1,913,628	101,806,128	0.418	0.422	0.909	2,993.100098	47,155,384	242,200
AB	2010-06-25	-0.031	-0.027	1,913,628	101,804,216	0.418	0.449	1.185	2,849.5	45,979,616	277,800
AB	2010-07-02	0.025	0.056	2,212,404	101,802,696	0.442	0.417	0.67	2,569.5	44,803,848	421,200
AB	2010-07-09	-0.009	-0.034	2,212,404	101,803,040	0.442	0.451	0.612	2,811.800049	43,628,076	304,000
AB	2010-07-16	0.035	0.044	2,089,926	101,806,064	0.429	0.394	0.993	2,824.100098	42,452,308	256,000
AB	2010-07-23	-0.046	-0.082	2,089,926	101,806,280	0.429	0.475	1.298	2,722.300049	41,276,540	366,400
AB	2010-07-30	0.009	0.055	1,882,951	101,802,848	0.41	0.401	0.929	2,716.100098	40,100,768	341,200
AB	2010-08-06	-0.003	-0.012	1,882,951	102,217,224	0.41	0.414	0.659	2,729.199951	38,925,000	471,600
AB	2010-08-13	-0.033	-0.03	1,882,951	102,217,536	0.412	0.445	0.832	2,668.899902	37,257,416	289,800
AB	2010-08-20	-0.039	-0.006	1,443,389	102,215,992	0.374	0.413	0.785	2,555.399902	35,589,832	396,400
AB	2010-08-27	-0.078	-0.039	1,443,389	102,216,816	0.373	0.452	1.074	2,517.600098	33,922,248	348,400
AB	2010-09-03	-0.054	0.024	1,411,034	102,216,880	0.371	0.425	0.819	2,554.399902	32,254,666	442,200
AB	2010-09-10	-0.072	-0.018	1,411,034	102,217,376	0.371	0.443	0.921	2,576.899902	30,587,084	379,750.03125
AB	2010-09-17	-0.051	0.021	1,539,337	102,214,456	0.378	0.429	0.868	2,631	28,919,500	295,000
AB	2010-09-24	-0.063	-0.011	1,539,337	102,216,176	0.378	0.441	1.017	2,629	27,251,916	229,000
AB	2010-10-01	-0.01	0.053	1,501,459	102,215,112	0.377	0.387	1.223	2,717.899902	25,584,334	231,600
AB	2010-10-08	-0.083	-0.073	1,501,459	102,215,992	0.377	0.46	1.646	2,735.300049	23,916,750	244,600
AB	2010-10-15	-0.054	0.029	1,247,213	102,217,144	0.352	0.406	1.174	2,683.199951	22,249,166	474,200
AB	2010-10-22	-0.134	-0.08	1,247,213	102,216,720	0.352	0.486	1.734	2,679.100098	20,581,584	262,400
AB	2010-10-29	-0.064	0.07	1,247,213	102,217,224	0.352	0.416	1.384	2,494.100098	18,914,000	633,200
AB	2010-11-05	-0.113	-0.049	1,309,077	102,216,064	0.359	0.472	1.703	2,583	20,997,600	716,000
AB	2010-11-12	-0.123	-0.01	1,309,077	102,214,512	0.36	0.482	1.342	2,506.300049	23,081,200	448,400
AB	2010-11-19	-0.103	0.02	982,734	102,216,224	0.327	0.43	1.962	2,458.300049	25,164,800	355,600
AB	2010-11-26	-0.158	-0.055	982,734	102,216,472	0.327	0.485	1.402	2,370.399902	27,248,400	395,500
AB	2010-12-03	-0.16	-0.002	345,623	102,217,496	0.225	0.385	3.317	2,406.199951	29,332,000	408,400
AB	2010-12-10	-0.234	-0.074	345,623	102,217,544	0.224	0.458	5.587	2,424.600098	31,415,600	354,400
AB	2010-12-17	-0.166	0.068	520,175	102,214,848	0.254	0.42	3.177	2,312.100098	33,499,200	535,200
AB	2010-12-24	-0.196	-0.03	520,175	102,215,024	0.253	0.45	2.538	2,367.300049	35,582,800	605,500.0625
AB	2010-12-31	-0.133	0.063	787,263	102,216,024	0.301	0.435	2.358	2,384.699951	37,666,400	465,200
AB	2011-01-07	-0.189	-0.056	787,263	102,214,560	0.3	0.489	1.733	2,372.399902	39,750,000	479,400
AB	2011-01-14	-0.148	0.041	787,263	102,214,600	0.299	0.447	2.489	2,381.600098	41,833,600	541,800
AB	2011-01-21	-0.18	-0.032	662,970	102,216,592	0.288	0.469	2.755	2,218.100098	43,917,200	944,000
AB	2011-01-28	-0.182	-0.002	662,970	102,216,400	0.288	0.47	2.544	2,144.5	46,000,800	620,000
AB	2011-02-04	-0.207	-0.025	539,151	102,215,432	0.264	0.471	4.502	2,173.100098	48,084,400	765,800
AB	2011-02-11	-0.222	-0.015	539,151	105,085,056	0.261	0.483	3.706	2,347.600098	50,168,000	736,600
AB	2011-02-18	-0.253	-0.031	270,995	105,086,360	0.208	0.461	5.647	2,433.800049	50,242,168	759,800
AB	2011-02-25	-0.277	-0.025	270,995	105,087,864	0.208	0.486	4.653	2,331.899902	50,316,332	567,000
AB	2011-03-04	-0.2	0.077	467,195	105,087,272	0.25	0.45	3.675	2,468.5	50,390,500	520,200
AB	2011-03-11	-0.26	-0.06	467,195	105,087,072	0.25	0.51	4.212	2,293	50,464,668	509,200
AB	2011-03-18	-0.123	0.137	1,193,272.125	105,085,768	0.358	0.481	2.174	2,266.699951	50,538,832	594,200
AB	2011-03-25	-0.086	0.037	1,193,272.125	105,085,768	0.359	0.445	1.848	2,266.699951	50,613,000	463,000
AB	2011-04-01	-0.016	0.07	1,602,925	105,087,864	0.407	0.423	0.893	2,331.899902	50,687,168	320,600
AB	2011-04-08	-0.021	-0.004	1,602,925	105,084,592	0.407	0.427	1.014	2,360.199951	50,761,332	447,800
AB	2011-04-15	0.014	0.035	1,966,394	105,089,080	0.447	0.433	0.271	2,300.399902	50,835,500	533,000
AB	2011-04-22	-0.026	-0.04	1,966,394	105,087,872	0.447	0.474	1.042	2,272	50,909,668	330,000
AB	2011-04-29	0.027	0.053	1,966,394	105,085,576	0.447	0.42	0.666	2,332.899902	50,983,832	270,600
AB	2011-05-06	0.058	0.031	2,165,656	105,114,608	0.46	0.403	0.857	2,338.800049	51,058,000	544,000
AB	2011-05-13	0.031	-0.027	2,165,656	105,112,336	0.461	0.431	0.719	2,292.5	50,365,248	408,600
AB	2011-05-20	0.102	0.071	2,426,956	105,113,792	0.485	0.384	0.495	2,263.100098	49,672,500	356,200
AB	2011-05-27	0.03	-0.072	2,426,956	105,113,032	0.485	0.455	0.536	2,185.300049	48,979,752	519,000
AB	2011-06-03	0.122	0.092	2,935,256	105,111,792	0.531	0.409	0.488	2,068.600098	48,287,000	654,000
AB	2011-06-10	0.05	-0.072	2,935,256	105,115,560	0.531	0.481	0.646	2,046.599976	47,594,248	533,600
AB	2011-06-17	0.099	0.05	3,267,231	105,115,672	0.538	0.439	0.463	1,999.300049	46,901,500	316,600
AB	2011-06-24	0.087	-0.012	3,267,231	105,111,704	0.538	0.451	0.424	1,976.099976	46,208,752	282,600
AB	2011-07-01	0.086	-0.001	3,290,588	105,112,480	0.533	0.447	0.431	2,056	45,516,000	358,200
AB	2011-07-08	0.089	0.003	3,290,588	105,114,872	0.533	0.444	0.64	2,104.399902	44,823,248	389,249.96875
AB	2011-07-15	0.096	0.007	3,044,570	105,113,640	0.501	0.405	0.611	1,942.5	44,130,500	464,800
AB	2011-07-22	0.068	-0.028	3,044,570	105,112,776	0.501	0.433	0.605	1,957.199951	43,437,752	289,200
AB	2011-07-29	0.088	0.021	3,044,570	105,170,592	0.501	0.412	0.686	1,787.900024	42,745,000	427,800
AB	2011-08-05	0.055	-0.034	2,987,605	105,174,824	0.514	0.459	0.607	1,654.400024	42,078,000	715,600
AB	2011-08-12	0.037	-0.018	2,987,605	105,170,504	0.515	0.478	0.819	1,511.300049	41,411,000	744,800
AB	2011-08-19	0.053	0.016	2,842,322	105,172,416	0.506	0.453	0.335	1,525	40,744,000	346,800
AB	2011-08-26	0.015	-0.038	2,842,322	105,172,184	0.506	0.491	0.467	1,649.099976	40,077,000	287,200
AB	2011-09-02	0.032	0.017	2,962,687	105,176,120	0.505	0.473	0.456	1,761.699951	39,410,000	478,400
AB	2011-09-09	0.026	-0.006	2,962,687	105,173,464	0.504	0.478	0.514	1,728	38,743,000	325,249.96875
AB	2011-09-16	0.105	0.079	3,263,673	105,174,608	0.515	0.41	0.388	1,656.5	38,076,000	403,600
AB	2011-09-23	0.056	-0.049	3,263,673	105,174,368	0.516	0.46	0.463	1,477.699951	37,409,000	432,400
AB	2011-09-30	0.033	-0.024	3,025,361	105,172,168	0.481	0.448	0.482	1,435.599976	36,742,000	266,400
AB	2011-10-07	-0.004	-0.037	3,025,361	105,176,024	0.48	0.485	0.58	1,404.099976	36,075,000	333,000
AB	2011-10-14	0.067	0.071	3,025,361	105,174,824	0.481	0.414	0.531	1,504	35,408,000	352,800
AB	2011-10-21	-0.009	-0.076	2,840,521	105,174,328	0.471	0.48	0.594	1,508.199951	34,741,000	305,000
AB	2011-10-28	0.007	0.016	2,840,521	105,170,256	0.471	0.464	0.53	1,513.400024	34,074,000	457,400
AB	2011-11-04	0.005	-0.002	2,597,389	105,170,872	0.452	0.447	0.687	1,415.599976	18,905,200	385,000
AB	2011-11-11	0.021	0.016	2,597,389	105,169,816	0.452	0.431	0.602	1,393.5	3,736,399.75	424,800
AB	2011-11-18	-0.056	-0.077	2,044,644	105,172,160	0.42	0.476	0.887	1,405.099976	-11,432,400	405,200
AB	2011-11-25	-0.073	-0.017	2,044,644	105,176,464	0.42	0.493	0.579	1,341	-26,601,200	376,750.03125
AB	2011-12-02	-0.058	0.015	1,926,155	105,170,584	0.411	0.47	1.141	1,387.199951	-41,770,000	424,200

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