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	2010-10-22	-0.106	-0.052	1,441,684	32,746,956	0.639	0.745	0.76	484	1,091,423,104	142,160
ABG	2010-10-29	-0.073	0.033	1,441,684	32,732,316	0.639	0.712	0.817	472	1,093,900,032	189,180
ABG	2010-11-05	-0.111	-0.038	1,212,519.875	32,732,448	0.605	0.716	1.217	517.5	1,078,488,832	221,240
ABG	2010-11-12	-0.104	0.007	1,212,519.875	32,733,674	0.605	0.709	1.632	511.299988	1,063,077,760	150,300
ABG	2010-11-19	-0.006	0.097	1,285,385	32,734,826	0.634	0.64	0.92	512.299988	1,047,666,688	214,480
ABG	2010-11-26	-0.071	-0.065	1,285,385	32,732,918	0.634	0.705	0.69	527	1,032,255,552	162,375.015625
ABG	2010-12-03	-0.034	0.037	1,228,835	32,737,888	0.629	0.664	0.974	560.799988	1,016,844,416	235,940
ABG	2010-12-10	-0.129	-0.094	1,228,835	32,736,602	0.629	0.758	1.342	574.200012	1,001,433,344	183,220
ABG	2010-12-17	-0.092	0.037	1,271,734	32,732,662	0.635	0.727	0.902	552.200012	986,022,208	223,920
ABG	2010-12-24	-0.077	0.015	1,271,734	32,735,328	0.634	0.711	1.069	591.200012	970,611,136	224,875.015625
ABG	2010-12-31	-0.089	-0.013	1,219,473	32,732,686	0.636	0.725	0.828	604.900024	955,200,000	162,000
ABG	2011-01-07	-0.106	-0.017	1,219,473	32,735,042	0.635	0.741	1.047	612.799988	939,788,864	192,420
ABG	2011-01-14	-0.044	0.062	1,219,473	32,737,068	0.635	0.679	0.743	607.599976	924,377,792	208,360
ABG	2011-01-21	-0.006	0.038	1,185,259	32,733,296	0.642	0.648	0.978	592.799988	908,966,656	171,775.015625
ABG	2011-01-28	-0.088	-0.082	1,185,259	32,736,156	0.643	0.731	0.94	603	893,555,584	145,240
ABG	2011-02-04	-0.067	0.021	1,196,102	32,736,954	0.643	0.71	0.903	614.799988	878,144,448	169,720
ABG	2011-02-11	-0.057	0.01	1,196,102	32,737,736	0.644	0.701	0.599	654.099976	862,733,312	140,760
ABG	2011-02-18	-0.038	0.019	1,122,631	32,737,706	0.627	0.665	1.03	599.099976	847,322,240	466,200
ABG	2011-02-25	-0.133	-0.095	1,122,631	32,737,068	0.628	0.76	1.194	607.599976	831,911,104	474,975
ABG	2011-03-04	-0.136	-0.004	1,177,913	32,815,278	0.634	0.77	1.082	627.099976	816,499,968	265,160
ABG	2011-03-11	-0.139	-0.002	1,177,913	32,818,370	0.636	0.774	1.112	628.799988	845,637,504	308,800
ABG	2011-03-18	-0.152	-0.013	1,053,138	32,816,902	0.605	0.757	1.107	559.200012	874,774,976	985,440
ABG	2011-03-25	-0.167	-0.014	1,053,138	32,816,150	0.606	0.772	1.162	617.599976	903,912,512	548,899.9375
ABG	2011-04-01	-0.05	0.117	1,611,519	32,818,866	0.707	0.757	0.782	612.400024	933,049,984	291,020
ABG	2011-04-08	-0.078	-0.029	1,611,519	32,816,440	0.707	0.785	0.59	598.900024	962,187,520	272,300
ABG	2011-04-15	0.176	0.254	3,702,799	32,816,738	0.841	0.665	0.23	556.900024	991,324,992	262,900
ABG	2011-04-22	0.116	-0.06	3,702,799	32,818,180	0.841	0.725	0.39	577.599976	1,020,462,528	233,075.015625
ABG	2011-04-29	0.14	0.024	3,702,799	32,872,834	0.84	0.7	0.553	568.700012	1,049,600,000	614,480
ABG	2011-05-06	0.116	-0.024	3,374,947	32,875,228	0.826	0.709	0.326	545.400024	1,052,415,360	384,800
ABG	2011-05-13	0.074	-0.042	3,374,947	32,876,628	0.827	0.753	0.598	554.299988	1,055,230,784	346,600
ABG	2011-05-20	0.146	0.072	3,671,902	32,874,214	0.838	0.692	0.277	522.700012	1,058,046,144	506,240
ABG	2011-05-27	0.099	-0.047	3,671,902	32,877,128	0.838	0.738	0.314	540.5	1,060,861,568	344,880
ABG	2011-06-03	0.123	0.024	3,824,265	32,871,726	0.842	0.719	0.271	515.099976	1,063,676,928	392,400
ABG	2011-06-10	0.103	-0.02	3,824,265	32,873,786	0.843	0.74	0.326	507.899994	1,066,492,288	352,880
ABG	2011-06-17	0.144	0.041	4,476,086	32,873,848	0.857	0.714	0.259	534.200012	1,069,307,712	616,800
ABG	2011-06-24	0.13	-0.013	4,476,086	32,876,950	0.858	0.727	0.326	569.099976	1,072,123,072	474,400
ABG	2011-07-01	0.152	0.021	4,670,786	32,873,936	0.862	0.71	0.16	615.400024	1,074,938,496	314,560
ABG	2011-07-08	0.125	-0.026	4,670,786	32,876,786	0.862	0.737	0.24	645.700012	1,077,753,856	345,500
ABG	2011-07-15	0.158	0.033	4,941,054	32,873,974	0.867	0.709	0.24	641.700012	1,080,569,216	309,840
ABG	2011-07-22	0.15	-0.008	4,941,054	32,876,778	0.866	0.716	0.288	669.700012	1,083,384,576	311,040
ABG	2011-07-29	0.155	0.005	4,941,054	32,322,342	0.868	0.713	0.179	695.900024	1,086,200,064	490,760
ABG	2011-08-05	0.133	-0.022	4,578,846	32,322,152	0.862	0.729	0.316	636.099976	1,085,161,600	655,600
ABG	2011-08-12	0.125	-0.008	4,578,846	32,324,020	0.863	0.738	0.298	578.599976	1,084,123,136	624,659.9375
ABG	2011-08-19	0.12	-0.005	4,564,858	32,324,588	0.862	0.742	0.271	529.799988	1,083,084,672	517,080
ABG	2011-08-26	0.13	0.01	4,564,858	32,325,184	0.862	0.732	0.277	568.599976	1,082,046,208	473,980
ABG	2011-09-02	0.126	-0.004	4,482,838	32,321,850	0.861	0.735	0.177	544.299988	1,081,007,744	386,600
ABG	2011-09-09	0.131	0.004	4,482,838	32,325,196	0.861	0.73	0.237	582.5	1,079,969,280	557,250
ABG	2011-09-16	0.126	-0.005	4,428,269	32,323,498	0.857	0.731	0.447	613.5	1,078,930,816	654,240
ABG	2011-09-23	0.118	-0.008	4,428,269	32,326,432	0.858	0.74	0.208	530.799988	1,077,892,352	471,760
ABG	2011-09-30	0.115	-0.003	4,586,536	32,322,620	0.859	0.744	0.262	533	1,076,853,888	374,640
ABG	2011-10-07	0.134	0.02	4,586,536	32,323,628	0.858	0.724	0.166	577.299988	1,075,815,424	430,000
ABG	2011-10-14	0.13	-0.004	4,586,536	32,326,428	0.858	0.728	0.29	623.900024	1,074,776,960	308,280
ABG	2011-10-21	0.119	-0.012	4,389,141	32,325,702	0.854	0.735	0.424	635.200012	1,073,738,432	359,560
ABG	2011-10-28	0.135	0.017	4,389,141	31,775,364	0.856	0.721	0.253	613.900024	1,072,700,032	621,100.0625
ABG	2011-11-04	0.157	0.022	3,966,896.25	31,776,456	0.844	0.687	0.293	588.5	1,073,688,256	502,880
ABG	2011-11-11	0.101	-0.055	3,966,896.25	31,774,022	0.845	0.743	0.269	601.799988	1,074,676,480	374,280
ABG	2011-11-18	0.105	0.003	3,655,491	31,774,278	0.839	0.735	0.467	605.299988	1,075,664,768	487,160
ABG	2011-11-25	0.12	0.016	3,655,491	31,772,780	0.84	0.72	0.316	578.900024	1,076,652,928	252,975.015625
ABG	2011-12-02	0.114	-0.006	3,760,267	31,773,714	0.841	0.727	0.431	643.099976	1,077,641,216	447,940
ABG	2011-12-09	0.116	0.002	3,760,267	31,772,274	0.841	0.725	0.293	666.900024	1,078,629,376	417,420
ABG	2011-12-16	0.096	-0.02	3,718,656	31,773,550	0.839	0.743	0.294	634.200012	1,079,617,664	332,800
ABG	2011-12-23	0.13	0.034	3,718,656	31,776,822	0.839	0.709	0.44	663.5	1,080,605,824	207,980
ABG	2011-12-30	0.162	0.033	3,282,862	31,776,438	0.828	0.666	0.264	685.099976	1,081,594,112	142,024.984375
ABG	2012-01-06	0.125	-0.037	3,282,862	31,775,618	0.828	0.703	0.29	685.400024	1,082,582,400	355,725
ABG	2012-01-13	0.12	-0.005	3,282,862	31,773,204	0.827	0.708	0.246	725.700012	1,083,570,560	240,000
ABG	2012-01-20	0.101	-0.019	2,987,003	31,774,264	0.816	0.715	0.45	743.200012	1,084,558,848	279,575
ABG	2012-01-27	0.12	0.019	2,987,003	31,773,504	0.817	0.696	0.288	743.5	1,085,547,008	272,360
ABG	2012-02-03	0.123	0.003	3,230,226	31,773,602	0.825	0.702	0.359	777.5	1,086,535,296	254,720
ABG	2012-02-10	0.117	-0.007	3,230,226	31,774,718	0.826	0.709	0.335	784.200012	1,087,523,584	252,780
ABG	2012-02-17	0.1	-0.017	2,931,626	31,774,690	0.815	0.716	0.814	823.599976	1,088,511,744	503,080
ABG	2012-02-24	0.088	-0.011	2,931,626	31,601,408	0.818	0.729	0.393	807.099976	1,089,500,032	472,875
ABG	2012-03-02	0.088	0	2,834,767	31,601,208	0.811	0.723	0.469	836.799988	1,090,611,072	680,920
ABG	2012-03-09	0.054	-0.034	2,834,767	31,599,264	0.811	0.757	0.405	859.5	1,091,722,240	356,340
ABG	2012-03-16	0.123	0.069	3,223,108	31,599,700	0.83	0.707	0.353	841.5	1,092,833,280	324,440
ABG	2012-03-23	0.08	-0.043	3,223,108	31,599,100	0.83	0.75	0.623	841.799988	1,093,944,448	275,140
ABG	2012-03-30	0.127	0.047	3,592,049	31,600,002	0.842	0.715	0.293	853.200012	1,095,055,616	292,720
ABG	2012-04-06	-0.006	-0.133	3,592,049	31,600,720	0.842	0.849	0.325	878.5	1,096,166,656	482,625
ABG	2012-04-13	0.114	0.12	3,592,049	31,599,124	0.842	0.728	0.337	865.5	1,097,277,824	320,300
ABG	2012-04-20	0.02	-0.094	3,363,375	31,600,454	0.834	0.815	0.128	835.200012	1,098,388,864	431,000
ABG	2012-04-27	0.014	-0.006	3,363,375	31,523,708	0.834	0.821	0.438	904.099976	1,099,500,032	658,620.0625
ABG	2012-05-04	-0.011	-0.025	3,324,277	31,524,412	0.83	0.841	0.354	845.799988	1,106,538,496	473,940
ABG	2012-05-11	-0.03	-0.019	3,324,277	31,522,824	0.832	0.862	0.393	821.799988	1,113,576,960	364,040
ABG	2012-05-18	-0.059	-0.029	2,630,979	31,523,098	0.795	0.854	0.572	805.099976	1,120,615,424	489,260
ABG	2012-05-25	0.009	0.068	2,630,979	31,525,424	0.795	0.786	0.408	837	1,127,653,888	291,700
ABG	2012-06-01	-0.042	-0.051	2,692,503	31,524,806	0.796	0.839	0.505	781.5	1,134,692,352	383,249.96875
ABG	2012-06-08	-0.028	0.014	2,692,503	31,525,756	0.796	0.825	0.506	801.700012	1,141,730,816	381,000
ABG	2012-06-15	-0.018	0.011	2,974,060	31,526,532	0.804	0.821	0.503	772.400024	1,148,769,280	336,140
ABG	2012-06-22	-0.028	-0.01	2,974,060	31,525,566	0.803	0.831	0.523	752.200012	1,155,807,744	380,140
ABG	2012-06-29	0.008	0.036	2,974,060	31,523,848	0.803	0.795	0.284	746.799988	1,162,846,080	471,760
ABG	2012-07-06	-0.008	-0.016	3,066,447.75	31,523,846	0.807	0.816	0.494	813	1,169,884,672	387,625
ABG	2012-07-13	0.006	0.015	3,066,447.75	31,524,204	0.807	0.801	0.287	833.5	1,176,923,136	262,760
ABG	2012-07-20	-0.056	-0.062	2,784,131	31,524,862	0.794	0.849	0.595	855.900024	1,183,961,600	323,220
ABG	2012-07-27	-0.004	0.051	2,784,131	31,373,960	0.795	0.799	0.617	828.900024	1,191,000,064	445,600
ABG	2012-08-03	0.006	0.01	2,737,676	31,373,788	0.794	0.788	0.464	842.700012	1,191,530,752	355,480
ABG	2012-08-10	-0.015	-0.021	2,737,676	31,372,030	0.795	0.81	0.53	832.299988	1,192,061,568	335,100
ABG	2012-08-17	0.009	0.024	2,725,972	31,373,706	0.796	0.787	0.413	849.599976	1,192,592,256	197,220
ABG	2012-08-24	0.025	0.016	2,725,972	31,371,732	0.796	0.771	0.379	827.900024	1,193,123,072	146,360
ABG	2012-08-31	0.02	-0.006	2,372,935	31,372,338	0.779	0.759	0.751	868.700012	1,193,653,888	267,280
ABG	2012-09-07	-0.003	-0.022	2,372,935	31,372,614	0.779	0.782	0.35	937.099976	1,194,184,576	304,049.96875
ABG	2012-09-14	0.029	0.031	2,372,935	31,373,204	0.78	0.751	0.439	939	1,194,715,392	415,980

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