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	2008-02-08	-0.364	-0.003	295,528	86,724,824	0.227	0.591	6.47	5,616.299805	104,653,440	455,200
AB	2008-02-15	-0.306	0.058	356,580	86,725,136	0.248	0.554	5.051	5,389.100098	103,868,624	526,000
AB	2008-02-22	-0.285	0.021	356,580	86,725,096	0.248	0.532	4.22	5,442	103,083,816	604,750
AB	2008-02-29	-0.253	0.032	356,580	87,252,224	0.247	0.5	5.061	5,414	102,299,000	425,000
AB	2008-03-07	-0.234	0.018	509,225	87,251,888	0.278	0.512	3.129	5,099	100,268,800	651,200
AB	2008-03-14	-0.319	-0.085	509,225	87,251,392	0.278	0.597	2.531	5,167.899902	98,238,600	563,600
AB	2008-03-21	-0.318	0	466,289.96875	87,251,704	0.27	0.588	3.29	5,622.5	96,208,400	507,750.03125
AB	2008-03-28	-0.156	0.163	466,289.96875	87,251,448	0.269	0.425	2.611	5,520.399902	94,178,200	443,000
AB	2008-04-04	-0.292	-0.136	544,205	87,251,616	0.285	0.576	3.743	5,523.899902	92,148,000	448,800
AB	2008-04-11	-0.238	0.054	544,205	87,251,296	0.284	0.522	2.808	5,218.5	90,117,800	589,000
AB	2008-04-18	-0.348	-0.111	529,036	87,251,648	0.287	0.635	3.121	5,304.899902	88,087,600	495,600
AB	2008-04-25	-0.29	0.058	529,036	87,251,232	0.286	0.577	3.363	5,348.5	86,057,400	516,400
AB	2008-05-02	-0.328	-0.038	346,624	87,252,240	0.25	0.579	5.571	5,652.200195	84,027,200	475,400
AB	2008-05-09	-0.33	-0.002	346,624	87,404,192	0.25	0.58	4.408	5,542.299805	81,997,000	312,600
AB	2008-05-16	-0.339	-0.009	314,993	87,404,960	0.247	0.586	7.791	5,678.700195	82,917,416	309,400
AB	2008-05-23	-0.324	0.015	314,993	87,404,744	0.247	0.572	3.907	5,482.899902	83,837,832	248,000
AB	2008-05-30	-0.156	0.169	303,329	87,404,760	0.24	0.396	4.906	5,621	84,758,248	308,500
AB	2008-06-06	-0.267	-0.112	303,329	87,405,744	0.24	0.507	4.644	5,609.700195	85,678,664	318,200
AB	2008-06-13	-0.291	-0.024	303,329	87,405,184	0.24	0.531	4.2	5,531	86,599,080	311,000
AB	2008-06-20	-0.297	-0.007	294,155	87,404,608	0.234	0.531	6.893	5,314.200195	87,519,504	272,400
AB	2008-06-27	-0.264	0.033	294,155	87,405,136	0.234	0.498	3.309	4,975.100098	88,439,920	425,600
AB	2008-07-04	-0.227	0.038	427,955	87,405,520	0.264	0.49	4.436	4,625.5	89,360,336	553,750
AB	2008-07-11	-0.276	-0.05	427,955	87,405,800	0.263	0.54	4.53	4,036.399902	90,280,752	959,400
AB	2008-07-18	-0.305	-0.029	400,990.03125	87,404,400	0.258	0.564	4.423	4,411.299805	91,201,168	896,200
AB	2008-07-25	-0.317	-0.011	400,990.03125	87,404,880	0.258	0.575	3.835	4,341.399902	92,121,584	730,800
AB	2008-08-01	-0.257	0.059	429,028	87,576,920	0.253	0.51	3.094	4,554	93,042,000	416,400
AB	2008-08-08	-0.35	-0.092	429,028	87,578,000	0.253	0.603	3.689	4,744.100098	91,495,384	450,000
AB	2008-08-15	-0.285	0.065	586,829	87,578,120	0.278	0.563	2.221	4,625	89,948,768	363,200
AB	2008-08-22	-0.333	-0.047	586,829	87,578,080	0.278	0.611	2.512	4,682.799805	88,402,152	304,000
AB	2008-08-29	-0.205	0.127	586,829	87,576,984	0.278	0.483	3.06	4,749.299805	86,855,536	242,800
AB	2008-09-05	-0.245	-0.04	605,378	87,577,880	0.282	0.528	3.056	4,498	85,308,920	377,500
AB	2008-09-12	-0.329	-0.083	605,378	87,576,560	0.283	0.611	3.19	3,946.199951	83,762,304	834,200
AB	2008-09-19	-0.271	0.057	610,719	87,577,920	0.285	0.557	3.985	3,568.800049	82,215,696	1,522,880
AB	2008-09-26	-0.296	-0.025	610,719	87,577,736	0.285	0.581	3.283	3,492.600098	80,669,080	491,800
AB	2008-10-03	-0.213	0.083	835,339	87,577,840	0.317	0.529	2.174	2,925.100098	79,122,464	648,000
AB	2008-10-10	-0.251	-0.038	835,339	87,577,864	0.316	0.567	2.233	2,136.899902	77,575,848	1,468,800
AB	2008-10-17	-0.208	0.043	736,600	87,578,248	0.316	0.524	2.62	2,126.399902	76,029,232	623,800
AB	2008-10-24	-0.277	-0.069	736,600	87,578,680	0.316	0.593	2.937	1,725.300049	74,482,616	606,400
AB	2008-10-31	-0.276	0.002	415,579	87,593,848	0.277	0.553	4.95	2,053.199951	72,936,000	631,200
AB	2008-11-07	-0.237	0.039	415,579	87,594,688	0.277	0.514	3.854	1,780.800049	70,449,232	483,600
AB	2008-11-14	-0.238	-0.001	415,579	87,593,216	0.277	0.514	3.551	1,550.400024	67,962,472	477,000
AB	2008-11-21	-0.286	-0.049	304,455	87,593,864	0.255	0.541	6.021	1,143.099976	65,475,704	625,400
AB	2008-11-28	-0.259	0.027	304,455	87,597,952	0.255	0.514	4.702	1,542.599976	62,988,940	477,500
AB	2008-12-05	-0.3	-0.041	281,705	87,595,912	0.254	0.554	7.4	1,712.5	60,502,176	703,000
AB	2008-12-12	-0.29	0.011	281,705	87,593,864	0.254	0.543	6.676	1,656.400024	58,015,412	752,000
AB	2008-12-19	-0.262	0.028	282,204	87,593,752	0.256	0.518	5.992	1,681.800049	55,528,648	692,600
AB	2008-12-26	-0.347	-0.085	282,204	87,595,016	0.255	0.602	6.547	1,544.300049	53,041,884	470,500
AB	2009-01-02	-0.234	0.113	375,253	87,595,296	0.28	0.514	3.826	1,861.400024	50,555,116	724,250
AB	2009-01-09	-0.306	-0.072	375,253	87,595,600	0.28	0.586	4.057	1,832.5	48,068,356	568,400
AB	2009-01-16	-0.18	0.126	317,201.96875	87,598,504	0.269	0.449	4.059	1,645.099976	45,581,588	428,200
AB	2009-01-23	-0.343	-0.163	317,201.96875	87,595,312	0.269	0.613	3.807	1,493.5	43,094,824	677,750
AB	2009-01-30	-0.278	0.065	400,640	87,593,672	0.289	0.568	3.304	1,496.099976	40,608,060	574,200
AB	2009-02-06	-0.279	-0.001	400,640	87,597,920	0.289	0.568	3.977	1,520.699951	38,121,296	456,800
AB	2009-02-13	-0.207	0.072	400,640	87,595,272	0.289	0.496	3.542	1,333.199951	35,634,528	556,400
AB	2009-02-20	-0.244	-0.037	601,222	87,593,328	0.323	0.568	3.85	1,102.800049	33,147,764	907,750
AB	2009-02-27	-0.214	0.031	601,222	91,906,328	0.32	0.534	1.971	1,118.5	30,661,000	599,400
AB	2009-03-06	-0.169	0.045	658,578	91,906,976	0.332	0.501	2.511	988	28,856,100	689,600
AB	2009-03-13	-0.222	-0.053	658,578	91,912,320	0.332	0.554	2.907	1,216	27,051,200	832,800
AB	2009-03-20	-0.244	-0.021	511,670.03125	91,908,936	0.306	0.55	3.231	1,150.699951	25,246,300	655,800
AB	2009-03-27	-0.236	0.008	511,670.03125	91,907,808	0.306	0.542	3.959	1,435.599976	23,441,400	890,200
AB	2009-04-03	-0.223	0.013	402,824	91,907,856	0.287	0.51	4.187	1,556	21,636,500	608,400
AB	2009-04-10	-0.311	-0.088	402,824	91,909,576	0.287	0.597	6.191	1,727.900024	19,831,600	928,499.9375
AB	2009-04-17	-0.168	0.143	1,204,372	91,910,000	0.405	0.573	1.326	1,838.199951	18,026,700	696,800
AB	2009-04-24	-0.145	0.023	1,204,372	91,909,144	0.405	0.55	1.646	1,497.199951	16,221,800	1,266,400
AB	2009-05-01	0.01	0.155	1,949,726	91,907,920	0.516	0.506	1.065	1,657.099976	14,416,900	1,067,200
AB	2009-05-08	-0.085	-0.095	1,949,726	91,957,216	0.515	0.599	0.862	1,719.599976	12,612,000	726,000
AB	2009-05-15	-0.094	-0.009	1,395,650	91,953,536	0.449	0.543	1.002	1,543.900024	15,235,333	509,800
AB	2009-05-22	-0.132	-0.038	1,395,650	91,957,816	0.45	0.582	1.259	1,700.300049	17,858,666	637,600
AB	2009-05-29	-0.104	0.028	1,395,650	91,954,928	0.45	0.554	1.407	1,754.5	20,482,000	494,000
AB	2009-06-05	-0.158	-0.053	847,325	91,954,960	0.364	0.521	2.522	1,919.099976	23,105,334	669,600
AB	2009-06-12	-0.146	0.011	847,325	91,956,432	0.363	0.509	2.03	2,068.100098	25,728,666	413,000
AB	2009-06-19	-0.118	0.028	916,460.0625	91,957,800	0.371	0.49	1.647	1,874.099976	28,352,000	418,600
AB	2009-06-26	-0.137	-0.019	916,460.0625	91,955,640	0.371	0.508	1.447	1,824.400024	30,975,334	372,800
AB	2009-07-03	-0.097	0.04	892,410	91,954,136	0.368	0.466	1.428	1,844.599976	33,598,668	306,500
AB	2009-07-10	-0.075	0.022	892,410	91,955,800	0.369	0.444	1.357	1,664.400024	36,222,000	387,600
AB	2009-07-17	-0.134	-0.058	798,635	91,957,448	0.349	0.483	2.019	1,944.900024	38,845,332	727,000
AB	2009-07-24	-0.144	-0.01	798,635	91,956,520	0.349	0.492	2.308	2,115	41,468,668	662,200
AB	2009-07-31	-0.188	-0.045	887,063	92,451,552	0.333	0.522	2.222	1,908.199951	44,092,000	1,005,200
AB	2009-08-07	-0.175	0.014	887,063	92,450,992	0.334	0.509	2.209	1,980.300049	45,986,692	913,800
AB	2009-08-14	-0.118	0.057	887,063	92,448,512	0.334	0.452	1.999	2,020	47,881,384	440,200
AB	2009-08-21	-0.025	0.093	1,502,816	92,450,144	0.438	0.463	1.278	1,947	49,776,076	408,200
AB	2009-08-28	-0.039	-0.014	1,502,816	92,448,800	0.438	0.477	1.052	2,076.399902	51,670,768	542,400
AB	2009-09-04	0.007	0.046	1,689,094	92,449,072	0.47	0.463	0.832	2,087.5	53,565,460	584,600
AB	2009-09-11	-0.021	-0.028	1,689,094	92,449,152	0.47	0.491	1.208	2,227.100098	55,460,152	1,134,000
AB	2009-09-18	0.02	0.041	1,923,756	92,450,256	0.517	0.497	0.534	2,369.5	57,354,848	536,000
AB	2009-09-25	0.016	-0.005	1,923,756	92,448,824	0.517	0.502	0.915	2,348.199951	59,249,540	612,200
AB	2009-10-02	0.144	0.128	3,203,851	92,451,056	0.636	0.493	0.468	2,266.899902	61,144,232	534,600
AB	2009-10-09	0.163	0.019	3,203,851	92,451,752	0.636	0.473	0.534	2,586.800049	63,038,924	468,200
AB	2009-10-16	0.132	-0.031	2,960,100	92,450,096	0.624	0.492	0.563	2,547	64,933,616	586,800
AB	2009-10-23	0.137	0.006	2,960,100	92,449,952	0.624	0.487	0.418	2,539.600098	66,828,308	515,800
AB	2009-10-30	0.148	0.011	3,094,175	92,753,888	0.632	0.484	0.583	2,502.5	68,723,000	714,600
AB	2009-11-06	0.108	-0.04	3,094,175	92,751,416	0.633	0.526	0.694	2,444	68,613,864	777,400
AB	2009-11-13	0.128	0.02	3,094,175	92,754,424	0.634	0.506	0.57	2,515.5	68,504,736	413,200
AB	2009-11-20	0.106	-0.022	2,550,478	92,752,856	0.583	0.477	0.731	2,439.399902	68,395,600	449,000
AB	2009-11-27	0.132	0.026	2,550,478	92,752,936	0.583	0.451	0.542	2,365.199951	68,286,464	248,750
AB	2009-12-04	-0.055	-0.187	1,598,023	92,753,512	0.449	0.504	0.988	2,506.199951	68,177,336	355,600
AB	2009-12-11	-0.031	0.024	1,598,023	92,752,896	0.45	0.481	1.305	2,402.300049	68,068,200	479,400
AB	2009-12-18	-0.024	0.007	1,578,004	92,753,568	0.436	0.46	1.138	2,405.100098	67,959,064	657,800
AB	2009-12-25	-0.05	-0.026	1,578,004	92,754,160	0.436	0.486	1.118	2,509	67,849,936	301,750.03125
AB	2010-01-01	-0.063	-0.013	1,393,484	92,754,440	0.41	0.473	1.139	2,606.399902	67,740,800	343,500

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