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	2009-09-18	0.013	0.071	1,923,756	92,450,256	0.517	0.504	0.842	2,369.5	57,354,848	536,000
AB	2009-09-25	-0.006	-0.019	1,923,756	92,448,824	0.517	0.524	0.944	2,348.199951	59,249,540	612,200
AB	2009-10-02	0.131	0.137	3,203,851	92,451,056	0.637	0.506	0.513	2,266.899902	61,144,232	534,600
AB	2009-10-09	0.148	0.017	3,203,851	92,451,752	0.636	0.488	0.476	2,586.800049	63,038,924	468,200
AB	2009-10-16	0.11	-0.038	2,960,100	92,450,096	0.624	0.515	0.553	2,547	64,933,616	586,800
AB	2009-10-23	0.102	-0.007	2,960,100	92,449,952	0.624	0.522	0.511	2,539.600098	66,828,308	515,800
AB	2009-10-30	0.142	0.039	3,094,175	92,753,888	0.632	0.49	0.583	2,502.5	68,723,000	714,600
AB	2009-11-06	0.106	-0.036	3,094,175	92,751,416	0.634	0.528	0.621	2,444	68,613,864	777,400
AB	2009-11-13	0.13	0.025	3,094,175	92,754,424	0.634	0.504	0.729	2,515.5	68,504,736	413,200
AB	2009-11-20	0.079	-0.052	2,550,478	92,752,856	0.583	0.504	0.741	2,439.399902	68,395,600	449,000
AB	2009-11-27	0.112	0.033	2,550,478	92,752,936	0.583	0.471	0.497	2,365.199951	68,286,464	248,750
AB	2009-12-04	-0.035	-0.147	1,598,023	92,753,512	0.449	0.484	0.952	2,506.199951	68,177,336	355,600
AB	2009-12-11	-0.011	0.023	1,598,023	92,752,896	0.45	0.461	1.096	2,402.300049	68,068,200	479,400
AB	2009-12-18	-0.049	-0.038	1,578,004	92,753,568	0.436	0.485	0.931	2,405.100098	67,959,064	657,800
AB	2009-12-25	-0.021	0.028	1,578,004	92,754,160	0.436	0.457	0.971	2,509	67,849,936	301,750.03125
AB	2010-01-01	-0.084	-0.062	1,393,484	92,754,440	0.41	0.494	1.295	2,606.399902	67,740,800	343,500
AB	2010-01-08	-0.061	0.022	1,393,484	92,753,672	0.41	0.471	1.268	2,714.899902	67,631,664	489,000
AB	2010-01-15	-0.056	0.006	1,559,203	92,751,728	0.431	0.487	1.235	2,689.800049	67,522,536	623,200
AB	2010-01-22	-0.077	-0.021	1,559,203	92,752,056	0.432	0.509	1.219	2,585	67,413,400	459,750.03125
AB	2010-01-29	-0.061	0.016	1,559,203	92,754,472	0.431	0.493	1.101	2,387.5	67,304,264	604,400
AB	2010-02-05	0.021	0.082	2,181,355	92,751,656	0.5	0.48	0.735	2,386.5	67,195,136	428,200
AB	2010-02-12	0.009	-0.011	2,181,355	101,353,176	0.476	0.467	1.038	2,688.899902	67,086,000	503,600
AB	2010-02-19	0.005	-0.004	2,241,086	101,352,056	0.47	0.465	0.769	2,706.100098	66,013,000	480,500
AB	2010-02-26	0.048	0.043	2,241,086	101,353,056	0.47	0.422	0.586	2,741.600098	64,940,000	298,000
AB	2010-03-05	-0.021	-0.069	2,097,491	101,352,816	0.442	0.463	0.527	2,809.5	63,867,000	485,800
AB	2010-03-12	-0.017	0.005	2,097,491	101,350,344	0.442	0.458	0.716	2,979.699951	62,794,000	565,400
AB	2010-03-19	-0.005	0.012	2,099,677	101,352,568	0.442	0.447	1.093	2,914.899902	61,721,000	353,000
AB	2010-03-26	-0.065	-0.06	2,099,677	101,352,064	0.443	0.507	0.878	3,065.899902	60,648,000	346,600
AB	2010-04-02	0.018	0.083	2,171,553	101,351,016	0.453	0.435	0.742	3,210.800049	59,575,000	409,000
AB	2010-04-09	-0.002	-0.02	2,171,553	101,352,112	0.454	0.456	0.61	3,238.199951	58,502,000	400,000
AB	2010-04-16	0.026	0.028	2,236,751.75	101,350,848	0.457	0.432	0.548	3,241.199951	57,429,000	518,600
AB	2010-04-23	0.048	0.022	2,236,751.75	101,352,984	0.457	0.409	1.028	3,371	56,356,000	372,400
AB	2010-04-30	0.035	-0.013	2,406,660	101,350,744	0.471	0.436	0.673	3,181.399902	55,283,000	384,800
AB	2010-05-07	0.044	0.008	2,406,660	101,804,560	0.47	0.427	0.861	2,990	54,210,000	658,800
AB	2010-05-14	0.07	0.027	2,406,660	101,804,992	0.472	0.402	0.571	3,017.5	53,034,232	530,800
AB	2010-05-21	-0.02	-0.09	2,152,769	101,803,048	0.449	0.468	0.647	2,873.899902	51,858,460	581,600
AB	2010-05-28	-0.052	-0.032	2,152,769	101,803,448	0.449	0.501	0.704	2,890.199951	50,682,692	491,400
AB	2010-06-04	-0.001	0.051	1,842,060	101,804,616	0.413	0.415	0.968	2,865.800049	49,506,924	282,249.96875
AB	2010-06-11	-0.053	-0.051	1,842,060	101,803,224	0.413	0.466	1.044	2,907.5	48,331,152	393,200
AB	2010-06-18	-0.014	0.039	1,913,628	101,806,128	0.419	0.432	0.58	2,993.100098	47,155,384	242,200
AB	2010-06-25	-0.012	0.002	1,913,628	101,804,216	0.418	0.43	0.681	2,849.5	45,979,616	277,800
AB	2010-07-02	0.001	0.013	2,212,404	101,802,696	0.442	0.442	0.842	2,569.5	44,803,848	421,200
AB	2010-07-09	-0.008	-0.008	2,212,404	101,803,040	0.442	0.45	0.777	2,811.800049	43,628,076	304,000
AB	2010-07-16	0.019	0.027	2,089,926	101,806,064	0.43	0.411	0.747	2,824.100098	42,452,308	256,000
AB	2010-07-23	-0.02	-0.039	2,089,926	101,806,280	0.43	0.45	0.697	2,722.300049	41,276,540	366,400
AB	2010-07-30	0	0.021	1,882,951	101,802,848	0.411	0.411	0.847	2,716.100098	40,100,768	341,200
AB	2010-08-06	-0.025	-0.025	1,882,951	102,217,224	0.411	0.436	0.869	2,729.199951	38,925,000	471,600
AB	2010-08-13	0.012	0.037	1,882,951	102,217,536	0.412	0.401	0.561	2,668.899902	37,257,416	289,800
AB	2010-08-20	-0.048	-0.06	1,443,389	102,215,992	0.375	0.423	1.374	2,555.399902	35,589,832	396,400
AB	2010-08-27	-0.085	-0.037	1,443,389	102,216,816	0.374	0.46	1.527	2,517.600098	33,922,248	348,400
AB	2010-09-03	-0.081	0.005	1,411,034	102,216,880	0.372	0.452	1.024	2,554.399902	32,254,666	442,200
AB	2010-09-10	-0.075	0.006	1,411,034	102,217,376	0.372	0.447	1.256	2,576.899902	30,587,084	379,750.03125
AB	2010-09-17	-0.028	0.047	1,539,337	102,214,456	0.378	0.406	1.015	2,631	28,919,500	295,000
AB	2010-09-24	-0.077	-0.05	1,539,337	102,216,176	0.379	0.456	1.001	2,629	27,251,916	229,000
AB	2010-10-01	-0.018	0.06	1,501,459	102,215,112	0.378	0.396	1.177	2,717.899902	25,584,334	231,600
AB	2010-10-08	-0.082	-0.065	1,501,459	102,215,992	0.378	0.46	1.423	2,735.300049	23,916,750	244,600
AB	2010-10-15	-0.045	0.037	1,247,213	102,217,144	0.353	0.398	1.625	2,683.199951	22,249,166	474,200
AB	2010-10-22	-0.101	-0.056	1,247,213	102,216,720	0.353	0.454	1.119	2,679.100098	20,581,584	262,400
AB	2010-10-29	-0.084	0.017	1,247,213	102,217,224	0.353	0.437	1.471	2,494.100098	18,914,000	633,200
AB	2010-11-05	-0.122	-0.038	1,309,077	102,216,064	0.36	0.482	1.293	2,583	20,997,600	716,000
AB	2010-11-12	-0.123	-0.001	1,309,077	102,214,512	0.361	0.484	1.042	2,506.300049	23,081,200	448,400
AB	2010-11-19	-0.051	0.072	982,734	102,216,224	0.328	0.379	1.401	2,458.300049	25,164,800	355,600
AB	2010-11-26	-0.16	-0.109	982,734	102,216,472	0.328	0.488	1.553	2,370.399902	27,248,400	395,500
AB	2010-12-03	-0.136	0.025	345,623	102,217,496	0.226	0.362	5.208	2,406.199951	29,332,000	408,400
AB	2010-12-10	-0.216	-0.081	345,623	102,217,544	0.225	0.441	4.675	2,424.600098	31,415,600	354,400
AB	2010-12-17	-0.187	0.03	520,175	102,214,848	0.255	0.442	3.285	2,312.100098	33,499,200	535,200
AB	2010-12-24	-0.218	-0.032	520,175	102,215,024	0.254	0.473	4.002	2,367.300049	35,582,800	605,500.0625
AB	2010-12-31	-0.096	0.122	787,263	102,216,024	0.302	0.399	1.694	2,384.699951	37,666,400	465,200
AB	2011-01-07	-0.165	-0.069	787,263	102,214,560	0.301	0.466	1.454	2,372.399902	39,750,000	479,400
AB	2011-01-14	-0.116	0.049	787,263	102,214,600	0.3	0.417	2.015	2,381.600098	41,833,600	541,800
AB	2011-01-21	-0.194	-0.078	662,970	102,216,592	0.289	0.483	3.328	2,218.100098	43,917,200	944,000
AB	2011-01-28	-0.173	0.021	662,970	102,216,400	0.289	0.462	2.832	2,144.5	46,000,800	620,000
AB	2011-02-04	-0.177	-0.004	539,151	102,215,432	0.265	0.442	2.867	2,173.100098	48,084,400	765,800
AB	2011-02-11	-0.203	-0.027	539,151	105,085,056	0.262	0.465	3.471	2,347.600098	50,168,000	736,600
AB	2011-02-18	-0.285	-0.081	270,995	105,086,360	0.209	0.493	6.193	2,433.800049	50,242,168	759,800
AB	2011-02-25	-0.268	0.017	270,995	105,087,864	0.209	0.477	5.837	2,331.899902	50,316,332	567,000
AB	2011-03-04	-0.208	0.06	467,195	105,087,272	0.251	0.459	3.611	2,468.5	50,390,500	520,200
AB	2011-03-11	-0.222	-0.015	467,195	105,087,072	0.251	0.473	3.749	2,293	50,464,668	509,200
AB	2011-03-18	-0.105	0.117	1,193,272.125	105,085,768	0.36	0.465	1.289	2,266.699951	50,538,832	594,200
AB	2011-03-25	-0.114	-0.009	1,193,272.125	105,085,768	0.36	0.474	1.357	2,266.699951	50,613,000	463,000
AB	2011-04-01	-0.001	0.113	1,602,925	105,087,864	0.408	0.409	0.769	2,331.899902	50,687,168	320,600
AB	2011-04-08	-0.03	-0.029	1,602,925	105,084,592	0.408	0.438	1.378	2,360.199951	50,761,332	447,800
AB	2011-04-15	0.001	0.032	1,966,394	105,089,080	0.448	0.447	1.166	2,300.399902	50,835,500	533,000
AB	2011-04-22	0.001	0	1,966,394	105,087,872	0.448	0.447	0.831	2,272	50,909,668	330,000
AB	2011-04-29	0.022	0.021	1,966,394	105,085,576	0.448	0.426	0.827	2,332.899902	50,983,832	270,600
AB	2011-05-06	0.07	0.048	2,165,656	105,114,608	0.461	0.391	0.605	2,338.800049	51,058,000	544,000
AB	2011-05-13	0.029	-0.042	2,165,656	105,112,336	0.462	0.434	0.758	2,292.5	50,365,248	408,600
AB	2011-05-20	0.091	0.062	2,426,956	105,113,792	0.486	0.395	0.696	2,263.100098	49,672,500	356,200
AB	2011-05-27	0.043	-0.047	2,426,956	105,113,032	0.486	0.442	0.887	2,185.300049	48,979,752	519,000
AB	2011-06-03	0.127	0.084	2,935,256	105,111,792	0.531	0.404	0.496	2,068.600098	48,287,000	654,000
AB	2011-06-10	0.076	-0.051	2,935,256	105,115,560	0.531	0.455	0.7	2,046.599976	47,594,248	533,600
AB	2011-06-17	0.126	0.05	3,267,231	105,115,672	0.538	0.412	0.376	1,999.300049	46,901,500	316,600
AB	2011-06-24	0.107	-0.019	3,267,231	105,111,704	0.538	0.432	0.548	1,976.099976	46,208,752	282,600
AB	2011-07-01	0.147	0.04	3,290,588	105,112,480	0.534	0.387	0.468	2,056	45,516,000	358,200
AB	2011-07-08	0.093	-0.054	3,290,588	105,114,872	0.533	0.44	0.761	2,104.399902	44,823,248	389,249.96875
AB	2011-07-15	0.102	0.009	3,044,570	105,113,640	0.502	0.4	0.5	1,942.5	44,130,500	464,800
AB	2011-07-22	0.095	-0.007	3,044,570	105,112,776	0.501	0.406	0.537	1,957.199951	43,437,752	289,200
AB	2011-07-29	0.052	-0.043	3,044,570	105,170,592	0.501	0.449	0.552	1,787.900024	42,745,000	427,800
AB	2011-08-05	0.082	0.029	2,987,605	105,174,824	0.514	0.433	0.648	1,654.400024	42,078,000	715,600
AB	2011-08-12	0.037	-0.044	2,987,605	105,170,504	0.516	0.479	0.644	1,511.300049	41,411,000	744,800

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