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
ABG	2008-11-21	0.03	-0.012	2,922,074	31,945,204	0.791	0.761	0.465	116.599998	1,156,729,984	548,000
ABG	2008-11-28	0.064	0.034	2,922,074	31,948,308	0.791	0.727	0.549	160.699997	1,135,440,000	402,025
ABG	2008-12-05	0.036	-0.029	2,742,725	31,959,798	0.786	0.751	0.824	127.199997	1,114,150,016	503,000
ABG	2008-12-12	0.068	0.032	2,742,725	31,943,734	0.787	0.719	0.316	124.900002	1,092,860,032	295,180
ABG	2008-12-19	0.075	0.008	2,649,018	31,948,606	0.781	0.706	0.472	149.199997	1,071,569,984	327,700
ABG	2008-12-26	0.073	-0.003	2,649,018	31,958,044	0.781	0.708	0.338	137.100006	1,050,280,000	192,475.015625
ABG	2009-01-02	0.081	0.009	2,545,341	31,957,448	0.778	0.696	0.553	150.199997	1,028,990,016	384,249.96875
ABG	2009-01-09	0.087	0.005	2,545,341	31,943,888	0.777	0.691	0.6	159.399994	1,007,699,968	394,980
ABG	2009-01-16	0.06	-0.027	2,215,182	31,949,152	0.761	0.7	0.633	113.099998	986,409,984	331,860
ABG	2009-01-23	0.03	-0.03	2,215,182	31,965,316	0.761	0.73	0.889	110.599998	965,119,936	252,975.015625
ABG	2009-01-30	0.013	-0.017	1,722,264.125	31,955,308	0.709	0.696	0.665	114.400002	943,830,016	244,540
ABG	2009-02-06	-0.021	-0.034	1,722,264.125	31,950,114	0.709	0.73	0.611	140.899994	922,540,032	245,260
ABG	2009-02-13	0.067	0.088	1,722,264.125	31,958,762	0.709	0.642	0.622	124	901,249,984	141,980
ABG	2009-02-20	0.005	-0.062	1,745,075	31,943,662	0.706	0.701	0.691	113.400002	879,960,000	189,424.984375
ABG	2009-02-27	0.05	0.045	1,745,075	31,964,912	0.706	0.656	0.606	91.099998	858,670,016	187,600
ABG	2009-03-06	0.029	-0.021	1,473,799.875	31,958,330	0.674	0.645	0.669	76.699997	837,379,968	209,940
ABG	2009-03-13	0.038	0.009	1,473,799.875	31,965,066	0.674	0.636	0.913	73.199997	816,089,984	360,580
ABG	2009-03-20	-0.023	-0.061	1,350,937	32,111,958	0.65	0.673	0.931	126.199997	794,800,000	794,600
ABG	2009-03-27	-0.084	-0.061	1,350,937	32,105,262	0.65	0.734	0.971	158.600006	802,049,984	596,720
ABG	2009-04-03	-0.114	-0.03	1,395,932	32,103,446	0.647	0.761	1.067	186.199997	809,300,032	384,920
ABG	2009-04-10	-0.118	-0.004	1,395,932	32,103,446	0.647	0.765	1.144	186.199997	816,550,016	644,350
ABG	2009-04-17	0.014	0.132	1,705,156	32,105,262	0.707	0.693	1.103	225.699997	823,800,000	820,560
ABG	2009-04-24	-0.081	-0.095	1,705,156	32,102,562	0.707	0.788	0.641	250.399994	831,049,984	542,480
ABG	2009-05-01	-0.039	0.043	1,592,253	32,161,632	0.697	0.736	0.485	330.299988	838,300,032	772,179.9375
ABG	2009-05-08	-0.083	-0.044	1,592,253	32,161,324	0.697	0.78	1.12	311	846,307,712	620,200
ABG	2009-05-15	-0.027	0.056	1,799,505	32,163,742	0.733	0.759	0.855	275	854,315,392	401,520
ABG	2009-05-22	-0.014	0.013	1,799,505	32,159,824	0.733	0.747	0.303	297.799988	862,323,072	545,320
ABG	2009-05-29	-0.016	-0.002	1,799,505	32,157,894	0.733	0.748	0.674	305.5	870,330,752	418,925
ABG	2009-06-05	-0.071	-0.056	1,566,652	32,161,670	0.705	0.776	0.712	354.100006	878,338,432	446,080
ABG	2009-06-12	-0.037	0.034	1,566,652	32,162,392	0.705	0.742	0.839	376.299988	886,346,176	382,220
ABG	2009-06-19	-0.018	0.019	1,727,358	32,162,948	0.718	0.736	0.58	331.600006	894,353,856	331,220
ABG	2009-06-26	-0.011	0.007	1,727,358	32,157,898	0.718	0.729	0.649	366.600006	902,361,536	401,180
ABG	2009-07-03	-0.018	-0.007	1,660,035	32,161,884	0.707	0.725	0.607	313.899994	910,369,216	375,625
ABG	2009-07-10	-0.05	-0.032	1,660,035	32,162,162	0.707	0.757	0.728	297.5	918,376,896	438,140
ABG	2009-07-17	-0.03	0.02	1,736,175	32,161,930	0.715	0.744	0.663	373.399994	926,384,640	361,720
ABG	2009-07-24	-0.048	-0.018	1,736,175	32,161,716	0.715	0.763	0.567	389.799988	934,392,320	356,460
ABG	2009-07-31	-0.024	0.024	1,751,588	32,251,610	0.703	0.728	0.945	451.200012	942,400,000	639,139.9375
ABG	2009-08-07	-0.067	-0.042	1,751,588	32,251,236	0.706	0.772	0.605	457	945,523,072	378,660
ABG	2009-08-14	-0.055	0.011	1,751,588	32,250,382	0.707	0.762	0.759	419.899994	948,646,144	264,700
ABG	2009-08-21	-0.052	0.003	1,619,379	32,246,430	0.706	0.758	0.61	429.200012	951,769,216	268,040
ABG	2009-08-28	-0.055	-0.003	1,619,379	32,252,254	0.706	0.761	0.75	429.600006	954,892,288	311,280
ABG	2009-09-04	-0.018	0.037	1,578,646	32,247,014	0.705	0.723	0.657	404.700012	958,015,360	332,280
ABG	2009-09-11	-0.025	-0.007	1,578,646	32,252,124	0.705	0.73	1.072	455.399994	961,138,432	275,300
ABG	2009-09-18	-0.024	0.001	1,647,129	32,248,294	0.722	0.745	0.884	426	964,261,568	340,880
ABG	2009-09-25	-0.037	-0.013	1,647,129	32,250,194	0.722	0.759	0.764	409.899994	967,384,640	286,000
ABG	2009-10-02	-0.046	-0.009	1,548,019	32,245,728	0.705	0.751	0.821	396.299988	970,507,712	247,140
ABG	2009-10-09	-0.032	0.014	1,548,019	32,245,208	0.705	0.737	0.519	420.799988	973,630,784	215,000
ABG	2009-10-16	-0.013	0.019	1,422,029	32,251,084	0.697	0.71	0.824	447	976,753,856	214,460
ABG	2009-10-23	-0.035	-0.022	1,422,029	32,251,748	0.697	0.732	0.979	461.200012	979,876,928	251,500
ABG	2009-10-30	0.009	0.044	1,442,239	32,279,262	0.694	0.685	1.288	314.399994	983,000,000	426,360
ABG	2009-11-06	-0.051	-0.059	1,442,239	32,281,036	0.695	0.746	0.762	335.399994	980,566,656	412,620
ABG	2009-11-13	-0.063	-0.013	1,442,239	32,280,194	0.696	0.76	0.69	334.100006	978,133,312	338,140
ABG	2009-11-20	-0.094	-0.031	1,276,896	32,276,924	0.667	0.761	0.943	314.700012	975,699,968	289,960
ABG	2009-11-27	-0.11	-0.016	1,276,896	32,281,688	0.667	0.778	0.767	343.799988	973,266,688	378,225
ABG	2009-12-04	-0.104	0.006	1,138,225	32,273,522	0.638	0.742	1.018	370.5	970,833,344	356,000
ABG	2009-12-11	-0.122	-0.017	1,138,225	32,281,468	0.638	0.76	1.058	369.299988	968,400,000	386,940
ABG	2009-12-18	-0.09	0.032	1,363,811	32,277,230	0.672	0.762	0.996	358.600006	965,966,656	432,860
ABG	2009-12-25	-0.07	0.02	1,363,811	32,275,750	0.672	0.742	0.764	388.600006	963,533,312	157,075.015625
ABG	2010-01-01	-0.001	0.069	1,474,441	32,281,010	0.686	0.687	0.503	372.200012	961,100,032	134,800
ABG	2010-01-08	-0.117	-0.116	1,474,441	32,273,766	0.686	0.802	0.906	424.399994	958,666,688	324,860
ABG	2010-01-15	-0.111	0.006	1,288,112	32,279,912	0.66	0.771	0.88	429	956,233,344	245,600
ABG	2010-01-22	-0.151	-0.04	1,288,112	32,278,156	0.66	0.81	0.781	378.299988	953,800,000	305,525
ABG	2010-01-29	0.028	0.179	1,288,112	32,276,424	0.66	0.631	0.591	357.299988	951,366,656	298,120
ABG	2010-02-05	-0.155	-0.183	1,372,468	32,275,132	0.666	0.821	1.098	366	948,933,312	354,400
ABG	2010-02-12	-0.15	0.005	1,372,468	32,277,580	0.666	0.816	0.891	362.799988	946,499,968	376,640
ABG	2010-02-19	-0.01	0.14	1,514,780	32,273,506	0.68	0.69	0.675	377.600006	944,066,688	130,475
ABG	2010-02-26	-0.091	-0.08	1,514,780	32,278,588	0.68	0.771	0.975	375.399994	941,633,344	284,720
ABG	2010-03-05	-0.007	0.083	1,625,214	32,790,700	0.685	0.692	1.007	423	939,200,000	412,380
ABG	2010-03-12	-0.112	-0.105	1,625,214	32,784,050	0.685	0.798	0.851	435.700012	941,800,000	367,960
ABG	2010-03-19	-0.046	0.066	1,741,501	32,784,900	0.7	0.746	0.689	460.299988	944,400,000	352,540
ABG	2010-03-26	-0.075	-0.029	1,741,501	32,786,534	0.701	0.775	0.643	457.700012	947,000,000	240,000
ABG	2010-04-02	-0.06	0.015	1,706,215.875	32,784,718	0.699	0.759	0.603	446.200012	949,600,000	285,275
ABG	2010-04-09	-0.074	-0.014	1,706,215.875	32,788,814	0.699	0.773	0.55	445.600006	952,200,000	201,200
ABG	2010-04-16	-0.053	0.021	1,331,865	32,784,992	0.644	0.698	0.739	454.399994	954,800,000	217,500
ABG	2010-04-23	-0.114	-0.06	1,331,865	32,785,904	0.644	0.758	0.688	493.100006	957,400,000	275,560
ABG	2010-04-30	-0.12	-0.006	1,265,203	32,726,688	0.62	0.74	1.081	508.899994	960,000,064	604,419.9375
ABG	2010-05-07	-0.166	-0.046	1,265,203	32,727,272	0.622	0.788	0.959	435.600006	967,823,104	437,780
ABG	2010-05-14	-0.106	0.06	1,265,203	32,728,562	0.623	0.729	0.873	461.799988	975,646,144	260,440
ABG	2010-05-21	-0.113	-0.007	1,521,083	32,728,730	0.677	0.79	0.809	407.799988	983,469,248	364,420
ABG	2010-05-28	-0.124	-0.011	1,521,083	32,730,712	0.677	0.801	0.837	432.700012	991,292,288	387,360
ABG	2010-06-04	-0.055	0.068	1,566,678	32,724,384	0.679	0.734	0.942	412	999,115,392	437,075
ABG	2010-06-11	-0.099	-0.043	1,566,678	32,729,412	0.679	0.778	0.695	417.299988	1,006,938,432	310,180
ABG	2010-06-18	-0.077	0.022	1,630,339	32,728,760	0.688	0.765	1.008	400.600006	1,014,761,536	333,260
ABG	2010-06-25	-0.087	-0.011	1,630,339	32,726,474	0.688	0.775	0.963	372.100006	1,022,584,640	713,520
ABG	2010-07-02	-0.08	0.007	1,714,703	32,727,272	0.694	0.774	0.746	338.399994	1,030,407,680	518,980
ABG	2010-07-09	-0.099	-0.019	1,714,703	32,730,804	0.694	0.793	0.649	336.799988	1,038,230,784	415,500
ABG	2010-07-16	-0.071	0.029	1,584,077	32,728,150	0.666	0.737	0.654	340.700012	1,046,053,824	280,020
ABG	2010-07-23	-0.113	-0.042	1,584,077	32,727,276	0.666	0.779	0.82	403.200012	1,053,876,928	240,260
ABG	2010-07-30	-0.085	0.028	1,479,849	32,741,456	0.651	0.736	0.671	440.700012	1,061,699,968	355,000
ABG	2010-08-06	-0.107	-0.022	1,479,849	32,746,228	0.651	0.758	0.743	455.5	1,064,176,896	242,020
ABG	2010-08-13	-0.086	0.021	1,479,849	32,740,684	0.652	0.738	0.972	421.700012	1,066,653,824	253,760
ABG	2010-08-20	-0.043	0.044	1,677,500	32,742,946	0.685	0.728	0.797	417.799988	1,069,130,752	205,620
ABG	2010-08-27	-0.066	-0.023	1,677,500	32,746,196	0.684	0.75	0.508	409	1,071,607,680	205,380
ABG	2010-09-03	-0.004	0.062	1,595,862	32,742,646	0.677	0.681	0.708	445.299988	1,074,084,608	168,880
ABG	2010-09-10	-0.025	-0.021	1,595,862	32,740,798	0.677	0.702	1.298	418.100006	1,076,561,536	130,625
ABG	2010-09-17	-0.044	-0.019	1,608,052	32,745,098	0.66	0.703	0.523	400.799988	1,079,038,464	267,120
ABG	2010-09-24	-0.046	-0.003	1,608,052	32,744,220	0.66	0.706	0.745	439.100006	1,081,515,392	157,760
ABG	2010-10-01	-0.051	-0.005	1,580,000	32,741,150	0.661	0.712	0.718	471.799988	1,083,992,320	194,420
ABG	2010-10-08	-0.076	-0.024	1,580,000	32,747,406	0.66	0.736	0.58	473.200012	1,086,469,248	167,700
ABG	2010-10-15	-0.054	0.022	1,441,684	32,743,484	0.639	0.693	1.037	477.399994	1,088,946,176	234,180

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