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	2007-10-19	-0.211	-0.007	335,215	86,608,512	0.255	0.466	4.324	7,446.600098	113,872,640	252,400
AB	2007-10-26	-0.236	-0.025	335,215	86,607,480	0.255	0.491	4.728	7,268.100098	114,200,432	362,600
AB	2007-11-02	-0.214	0.022	381,315	86,608,280	0.262	0.476	4.035	6,971.100098	114,528,216	247,800
AB	2007-11-09	-0.211	0.003	381,315	86,724,344	0.261	0.473	4.786	6,465.299805	114,856,000	419,000
AB	2007-11-16	-0.266	-0.055	351,981	86,725,064	0.251	0.517	5.078	6,633.600098	114,071,184	417,400
AB	2007-11-23	-0.304	-0.038	351,981	86,724,768	0.252	0.556	4.529	6,667.399902	113,286,376	393,249.96875
AB	2007-11-30	-0.279	0.025	300,464	86,724,840	0.24	0.519	4.674	7,107.100098	112,501,560	426,400
AB	2007-12-07	-0.254	0.025	300,464	86,723,840	0.239	0.493	4.119	6,977.799805	111,716,752	275,000
AB	2007-12-14	-0.301	-0.047	300,464	86,724,768	0.239	0.54	4.518	6,866	110,931,936	351,800
AB	2007-12-21	-0.239	0.062	406,502.03125	86,724,664	0.262	0.501	3.96	6,879	110,147,128	299,600
AB	2007-12-28	-0.221	0.017	406,502.03125	86,724,856	0.262	0.484	2.914	6,707.299805	109,362,312	196,750
AB	2008-01-04	-0.194	0.027	323,220	86,723,920	0.247	0.441	4.632	6,461.799805	108,577,504	421,000
AB	2008-01-11	-0.307	-0.113	323,220	86,724,544	0.247	0.554	7.157	6,044.700195	107,792,688	812,200
AB	2008-01-18	-0.345	-0.038	268,111	86,724,912	0.227	0.572	7.824	5,012.700195	107,007,872	976,600
AB	2008-01-25	-0.372	-0.027	268,111	86,725,016	0.227	0.599	5.473	5,500.100098	106,223,064	1,027,000
AB	2008-02-01	-0.354	0.019	295,528	86,723,904	0.227	0.58	4.79	5,958.799805	105,438,248	690,200
AB	2008-02-08	-0.338	0.016	295,528	86,724,824	0.227	0.565	4.385	5,616.299805	104,653,440	455,200
AB	2008-02-15	-0.299	0.039	356,580	86,725,136	0.248	0.547	3.393	5,389.100098	103,868,624	526,000
AB	2008-02-22	-0.317	-0.018	356,580	86,725,096	0.248	0.565	4.256	5,442	103,083,816	604,750
AB	2008-02-29	-0.296	0.021	356,580	87,252,224	0.247	0.543	4.129	5,414	102,299,000	425,000
AB	2008-03-07	-0.253	0.043	509,225	87,251,888	0.277	0.531	3.728	5,099	100,268,800	651,200
AB	2008-03-14	-0.317	-0.064	509,225	87,251,392	0.278	0.596	2.686	5,167.899902	98,238,600	563,600
AB	2008-03-21	-0.343	-0.026	466,289.96875	87,251,704	0.27	0.613	3.655	5,622.5	96,208,400	507,750.03125
AB	2008-03-28	-0.178	0.165	466,289.96875	87,251,448	0.269	0.447	3.462	5,520.399902	94,178,200	443,000
AB	2008-04-04	-0.273	-0.095	544,205	87,251,616	0.285	0.558	2.909	5,523.899902	92,148,000	448,800
AB	2008-04-11	-0.27	0.003	544,205	87,251,296	0.284	0.555	2.922	5,218.5	90,117,800	589,000
AB	2008-04-18	-0.306	-0.036	529,036	87,251,648	0.287	0.593	2.397	5,304.899902	88,087,600	495,600
AB	2008-04-25	-0.285	0.021	529,036	87,251,232	0.286	0.572	3.402	5,348.5	86,057,400	516,400
AB	2008-05-02	-0.334	-0.049	346,624	87,252,240	0.25	0.585	4.078	5,652.200195	84,027,200	475,400
AB	2008-05-09	-0.277	0.058	346,624	87,404,192	0.25	0.527	3.514	5,542.299805	81,997,000	312,600
AB	2008-05-16	-0.289	-0.012	314,993	87,404,960	0.247	0.536	6.875	5,678.700195	82,917,416	309,400
AB	2008-05-23	-0.355	-0.066	314,993	87,404,744	0.247	0.602	3.339	5,482.899902	83,837,832	248,000
AB	2008-05-30	-0.193	0.162	303,329	87,404,760	0.241	0.433	5.335	5,621	84,758,248	308,500
AB	2008-06-06	-0.298	-0.105	303,329	87,405,744	0.24	0.538	6.743	5,609.700195	85,678,664	318,200
AB	2008-06-13	-0.302	-0.004	303,329	87,405,184	0.24	0.542	4.116	5,531	86,599,080	311,000
AB	2008-06-20	-0.339	-0.037	294,155	87,404,608	0.234	0.573	5.522	5,314.200195	87,519,504	272,400
AB	2008-06-27	-0.319	0.02	294,155	87,405,136	0.234	0.552	4.468	4,975.100098	88,439,920	425,600
AB	2008-07-04	-0.238	0.081	427,955	87,405,520	0.264	0.502	4.112	4,625.5	89,360,336	553,750
AB	2008-07-11	-0.276	-0.038	427,955	87,405,800	0.263	0.54	4.878	4,036.399902	90,280,752	959,400
AB	2008-07-18	-0.367	-0.09	400,990.03125	87,404,400	0.258	0.625	4.904	4,411.299805	91,201,168	896,200
AB	2008-07-25	-0.332	0.035	400,990.03125	87,404,880	0.258	0.59	5.315	4,341.399902	92,121,584	730,800
AB	2008-08-01	-0.322	0.01	429,028	87,576,920	0.253	0.575	4.22	4,554	93,042,000	416,400
AB	2008-08-08	-0.333	-0.011	429,028	87,578,000	0.253	0.586	3.202	4,744.100098	91,495,384	450,000
AB	2008-08-15	-0.291	0.042	586,829	87,578,120	0.278	0.569	2.744	4,625	89,948,768	363,200
AB	2008-08-22	-0.32	-0.029	586,829	87,578,080	0.278	0.598	3.959	4,682.799805	88,402,152	304,000
AB	2008-08-29	-0.204	0.117	586,829	87,576,984	0.278	0.481	3.483	4,749.299805	86,855,536	242,800
AB	2008-09-05	-0.279	-0.075	605,378	87,577,880	0.283	0.561	3.143	4,498	85,308,920	377,500
AB	2008-09-12	-0.342	-0.064	605,378	87,576,560	0.283	0.625	3.372	3,946.199951	83,762,304	834,200
AB	2008-09-19	-0.287	0.056	610,719	87,577,920	0.285	0.572	3.228	3,568.800049	82,215,696	1,522,880
AB	2008-09-26	-0.294	-0.007	610,719	87,577,736	0.285	0.579	2.467	3,492.600098	80,669,080	491,800
AB	2008-10-03	-0.211	0.083	835,339	87,577,840	0.317	0.528	2.072	2,925.100098	79,122,464	648,000
AB	2008-10-10	-0.287	-0.076	835,339	87,577,864	0.316	0.604	2.671	2,136.899902	77,575,848	1,468,800
AB	2008-10-17	-0.244	0.043	736,600	87,578,248	0.316	0.56	2.05	2,126.399902	76,029,232	623,800
AB	2008-10-24	-0.307	-0.064	736,600	87,578,680	0.316	0.624	2.13	1,725.300049	74,482,616	606,400
AB	2008-10-31	-0.28	0.027	415,579	87,593,848	0.277	0.557	4.282	2,053.199951	72,936,000	631,200
AB	2008-11-07	-0.283	-0.003	415,579	87,594,688	0.277	0.56	5.355	1,780.800049	70,449,232	483,600
AB	2008-11-14	-0.232	0.052	415,579	87,593,216	0.277	0.509	4.057	1,550.400024	67,962,472	477,000
AB	2008-11-21	-0.324	-0.092	304,455	87,593,864	0.255	0.579	5.229	1,143.099976	65,475,704	625,400
AB	2008-11-28	-0.228	0.096	304,455	87,597,952	0.255	0.483	6.139	1,542.599976	62,988,940	477,500
AB	2008-12-05	-0.281	-0.054	281,705	87,595,912	0.254	0.535	4.857	1,712.5	60,502,176	703,000
AB	2008-12-12	-0.313	-0.032	281,705	87,593,864	0.254	0.567	7.946	1,656.400024	58,015,412	752,000
AB	2008-12-19	-0.249	0.064	282,204	87,593,752	0.256	0.505	6.243	1,681.800049	55,528,648	692,600
AB	2008-12-26	-0.336	-0.087	282,204	87,595,016	0.255	0.591	5.928	1,544.300049	53,041,884	470,500
AB	2009-01-02	-0.213	0.123	375,253	87,595,296	0.28	0.493	3.592	1,861.400024	50,555,116	724,250
AB	2009-01-09	-0.332	-0.118	375,253	87,595,600	0.28	0.612	3.799	1,832.5	48,068,356	568,400
AB	2009-01-16	-0.187	0.144	317,201.96875	87,598,504	0.269	0.457	3.864	1,645.099976	45,581,588	428,200
AB	2009-01-23	-0.352	-0.165	317,201.96875	87,595,312	0.27	0.622	4.004	1,493.5	43,094,824	677,750
AB	2009-01-30	-0.263	0.089	400,640	87,593,672	0.29	0.553	5.547	1,496.099976	40,608,060	574,200
AB	2009-02-06	-0.248	0.016	400,640	87,597,920	0.289	0.537	3.804	1,520.699951	38,121,296	456,800
AB	2009-02-13	-0.216	0.031	400,640	87,595,272	0.289	0.505	4.567	1,333.199951	35,634,528	556,400
AB	2009-02-20	-0.23	-0.014	601,222	87,593,328	0.324	0.554	2.441	1,102.800049	33,147,764	907,750
AB	2009-02-27	-0.235	-0.006	601,222	91,906,328	0.321	0.556	2.644	1,118.5	30,661,000	599,400
AB	2009-03-06	-0.191	0.044	658,578	91,906,976	0.332	0.523	2.96	988	28,856,100	689,600
AB	2009-03-13	-0.246	-0.055	658,578	91,912,320	0.332	0.578	3.075	1,216	27,051,200	832,800
AB	2009-03-20	-0.249	-0.003	511,670.03125	91,908,936	0.307	0.556	4.194	1,150.699951	25,246,300	655,800
AB	2009-03-27	-0.24	0.009	511,670.03125	91,907,808	0.307	0.547	3.126	1,435.599976	23,441,400	890,200
AB	2009-04-03	-0.255	-0.014	402,824	91,907,856	0.287	0.542	4.006	1,556	21,636,500	608,400
AB	2009-04-10	-0.296	-0.042	402,824	91,909,576	0.287	0.583	3.818	1,727.900024	19,831,600	928,499.9375
AB	2009-04-17	-0.122	0.174	1,204,372	91,910,000	0.405	0.528	1.345	1,838.199951	18,026,700	696,800
AB	2009-04-24	-0.147	-0.025	1,204,372	91,909,144	0.405	0.552	1.597	1,497.199951	16,221,800	1,266,400
AB	2009-05-01	0.088	0.235	1,949,726	91,907,920	0.516	0.428	0.829	1,657.099976	14,416,900	1,067,200
AB	2009-05-08	-0.055	-0.143	1,949,726	91,957,216	0.515	0.57	0.372	1,719.599976	12,612,000	726,000
AB	2009-05-15	-0.083	-0.028	1,395,650	91,953,536	0.45	0.532	0.86	1,543.900024	15,235,333	509,800
AB	2009-05-22	-0.088	-0.005	1,395,650	91,957,816	0.45	0.538	1.148	1,700.300049	17,858,666	637,600
AB	2009-05-29	-0.08	0.008	1,395,650	91,954,928	0.45	0.53	1.229	1,754.5	20,482,000	494,000
AB	2009-06-05	-0.125	-0.045	847,325	91,954,960	0.364	0.489	2.463	1,919.099976	23,105,334	669,600
AB	2009-06-12	-0.146	-0.02	847,325	91,956,432	0.363	0.509	2.023	2,068.100098	25,728,666	413,000
AB	2009-06-19	-0.149	-0.004	916,460.0625	91,957,800	0.371	0.521	2.167	1,874.099976	28,352,000	418,600
AB	2009-06-26	-0.136	0.013	916,460.0625	91,955,640	0.372	0.508	1.805	1,824.400024	30,975,334	372,800
AB	2009-07-03	-0.088	0.048	892,410	91,954,136	0.369	0.456	1.959	1,844.599976	33,598,668	306,500
AB	2009-07-10	-0.094	-0.006	892,410	91,955,800	0.369	0.463	1.05	1,664.400024	36,222,000	387,600
AB	2009-07-17	-0.143	-0.049	798,635	91,957,448	0.349	0.491	2.273	1,944.900024	38,845,332	727,000
AB	2009-07-24	-0.121	0.022	798,635	91,956,520	0.349	0.47	1.731	2,115	41,468,668	662,200
AB	2009-07-31	-0.189	-0.068	887,063	92,451,552	0.333	0.522	2.024	1,908.199951	44,092,000	1,005,200
AB	2009-08-07	-0.217	-0.028	887,063	92,450,992	0.334	0.551	1.971	1,980.300049	45,986,692	913,800
AB	2009-08-14	-0.14	0.077	887,063	92,448,512	0.334	0.474	1.834	2,020	47,881,384	440,200
AB	2009-08-21	-0.059	0.081	1,502,816	92,450,144	0.438	0.497	1.588	1,947	49,776,076	408,200
AB	2009-08-28	-0.048	0.011	1,502,816	92,448,800	0.438	0.486	1.182	2,076.399902	51,670,768	542,400
AB	2009-09-04	-0.009	0.039	1,689,094	92,449,072	0.47	0.479	0.959	2,087.5	53,565,460	584,600
AB	2009-09-11	-0.057	-0.049	1,689,094	92,449,152	0.47	0.527	1.036	2,227.100098	55,460,152	1,134,000

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