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	2012-09-21	-0.024	-0.053	2,145,792	31,373,938	0.762	0.786	0.588	886	1,195,246,208	268,600
ABG	2012-09-28	0.038	0.062	2,145,792	31,373,882	0.762	0.724	0.456	876.900024	1,195,776,896	180,580
ABG	2012-10-05	-0.01	-0.048	2,206,773	31,373,868	0.767	0.778	0.374	934	1,196,307,712	331,540
ABG	2012-10-12	-0.026	-0.016	2,206,773	31,374,534	0.768	0.794	0.485	929	1,196,838,400	224,100
ABG	2012-10-19	0.007	0.034	2,105,293	31,374,424	0.763	0.756	0.419	951.900024	1,197,369,216	194,360
ABG	2012-10-26	0.019	0.012	2,105,293	31,509,000	0.762	0.742	0.408	962.599976	1,197,900,032	311,840
ABG	2012-11-02	0.014	-0.006	2,100,804	31,509,678	0.761	0.748	0.555	976.799988	1,197,799,936	379,200
ABG	2012-11-09	-0.002	-0.016	2,100,804	31,508,018	0.761	0.763	0.721	923.5	1,197,699,968	232,940
ABG	2012-11-16	0.007	0.009	1,949,580	31,509,832	0.749	0.742	0.511	897.400024	1,197,600,000	243,400
ABG	2012-11-23	0.007	0	1,949,580	31,508,454	0.749	0.741	0.408	969.200012	1,197,500,032	189,075.015625
ABG	2012-11-30	-0.004	-0.012	1,962,783	31,510,434	0.75	0.754	0.583	951.299988	1,197,400,192	347,480
ABG	2012-12-07	-0.01	-0.006	1,962,783	31,509,618	0.75	0.76	0.468	966.400024	1,197,299,968	246,920
ABG	2012-12-14	0.011	0.021	1,962,783	31,509,758	0.75	0.739	0.395	920.400024	1,197,200,000	234,420
ABG	2012-12-21	-0.013	-0.024	1,921,806	31,510,766	0.739	0.753	0.467	980.299988	1,197,100,032	265,460
ABG	2012-12-28	0.082	0.095	1,921,806	31,509,310	0.739	0.657	0.351	964.5	1,196,999,936	130,625
ABG	2013-01-04	-0.017	-0.099	1,711,457	31,508,282	0.724	0.741	0.895	1,084.199951	1,196,899,968	437,900
ABG	2013-01-11	-0.005	0.012	1,711,457	31,510,750	0.724	0.729	0.806	1,040.800049	1,196,800,000	286,840
ABG	2013-01-18	0.001	0.006	1,454,509	31,508,546	0.706	0.705	0.771	1,069.400024	1,196,700,032	216,840
ABG	2013-01-25	-0.014	-0.015	1,454,509	31,508,282	0.706	0.719	0.797	1,084.199951	1,196,600,064	245,075.015625
ABG	2013-02-01	0.025	0.039	1,648,556	31,509,328	0.731	0.706	0.735	1,131.5	1,196,499,968	279,960
ABG	2013-02-08	0.019	-0.006	1,648,556	31,509,900	0.731	0.712	0.756	1,145.699951	1,196,400,000	214,880
ABG	2013-02-15	0.087	0.068	1,800,421	31,510,530	0.747	0.66	0.492	1,136.900024	1,196,300,032	212,460
ABG	2013-02-22	0.034	-0.053	1,800,421	31,185,184	0.748	0.714	0.851	1,052.5	1,196,199,936	464,400
ABG	2013-03-01	0.022	-0.013	1,800,421	31,184,680	0.749	0.728	0.781	1,050.300049	1,199,444,480	419,380
ABG	2013-03-08	0.004	-0.017	1,742,018	31,184,608	0.74	0.736	1.026	1,126.699951	1,202,688,896	459,000
ABG	2013-03-15	0.017	0.012	1,804,860	31,185,594	0.744	0.727	0.775	1,186.300049	1,205,933,312	652,960
ABG	2013-03-22	0.018	0.001	1,804,860	31,186,806	0.744	0.727	0.594	1,153.599976	1,209,177,728	331,580
ABG	2013-03-29	0.057	0.039	1,804,860	31,185,610	0.745	0.688	0.709	1,144.199951	1,212,422,272	215,475.015625
ABG	2013-04-05	-0.014	-0.071	1,870,306	31,185,420	0.747	0.76	0.633	1,086.5	1,215,666,688	283,840
ABG	2013-04-12	0.059	0.072	1,903,691	31,186,670	0.754	0.696	0.593	1,151.099976	1,218,911,104	165,240
ABG	2013-04-19	0.066	0.008	1,903,691	31,184,904	0.754	0.688	0.732	1,065.900024	1,222,155,520	360,660
ABG	2013-04-26	0.027	-0.039	1,903,691	31,166,796	0.754	0.727	0.742	1,231.400024	1,225,400,064	408,680
ABG	2013-05-03	0.008	-0.019	1,825,555	31,167,240	0.747	0.739	0.716	1,271	1,234,561,536	251,900
ABG	2013-05-10	0.084	0.077	1,825,555	31,166,392	0.747	0.662	0.567	1,309.300049	1,243,723,008	152,760
ABG	2013-05-17	0.073	-0.011	1,817,428	31,167,588	0.746	0.673	0.532	1,300	1,252,884,608	217,520
ABG	2013-05-24	-0.001	-0.075	1,817,428	31,167,600	0.746	0.747	1.239	1,281.300049	1,262,046,208	169,440
ABG	2013-05-31	0.048	0.05	1,865,445	31,167,474	0.75	0.702	0.634	1,284.099976	1,271,207,680	179,100
ABG	2013-06-07	0.01	-0.039	1,865,445	31,167,832	0.75	0.741	1.044	1,294.400024	1,280,369,280	331,500
ABG	2013-06-14	0.057	0.047	1,865,445	31,167,248	0.752	0.694	0.326	1,252.300049	1,289,530,752	186,460
ABG	2013-06-21	-0.013	-0.07	1,867,717	31,165,710	0.755	0.767	0.593	1,192.400024	1,298,692,352	235,280
ABG	2013-06-28	-0.022	-0.009	1,867,717	31,167,086	0.755	0.776	1.036	1,249.800049	1,307,853,824	254,580
ABG	2013-07-05	0.037	0.058	1,945,880.125	31,165,952	0.756	0.72	0.491	1,307.099976	1,317,015,424	157,424.984375
ABG	2013-07-12	-0.002	-0.039	1,945,880.125	31,166,782	0.756	0.758	0.432	1,362.300049	1,326,176,896	183,620
ABG	2013-07-19	0.031	0.033	1,888,090	31,167,116	0.754	0.723	0.686	1,391.300049	1,335,338,496	199,420
ABG	2013-07-26	-0.012	-0.044	1,888,090	31,124,372	0.754	0.766	0.831	1,486.5	1,344,499,968	518,720
ABG	2013-08-02	-0.046	-0.033	1,970,724	31,125,514	0.759	0.805	0.884	1,584.599976	1,348,000,000	292,480
ABG	2013-08-09	-0.041	0.005	1,970,724	31,123,856	0.76	0.801	0.725	1,600.699951	1,351,500,032	201,340
ABG	2013-08-16	-0.073	-0.032	1,802,627	31,124,164	0.751	0.824	0.558	1,536.599976	1,355,000,064	310,880
ABG	2013-08-23	-0.038	0.035	1,802,627	31,125,550	0.752	0.79	0.104	1,556.900024	1,358,499,968	186,760
ABG	2013-08-30	-0.098	-0.06	1,573,508	31,125,584	0.726	0.823	0.639	1,529.199951	1,362,000,000	153,100
ABG	2013-09-06	-0.135	-0.037	1,573,508	31,125,458	0.726	0.861	0.74	1,615.099976	1,365,500,032	289,725
ABG	2013-09-13	-0.092	0.043	1,573,508	31,124,832	0.726	0.819	0.914	1,638.099976	1,368,999,936	180,180
ABG	2013-09-20	-0.032	0.061	1,728,043	31,123,912	0.736	0.768	0.505	1,647.699951	1,372,499,968	220,600
ABG	2013-09-27	-0.063	-0.032	1,728,043	31,124,536	0.737	0.8	0.518	1,674.5	1,376,000,000	232,240
ABG	2013-10-04	-0.07	-0.007	1,859,352.125	31,124,024	0.748	0.818	0.592	1,714	1,379,500,032	364,460
ABG	2013-10-11	-0.1	-0.03	1,859,352.125	31,124,784	0.748	0.847	0.998	1,643.699951	1,383,000,064	410,980
ABG	2013-10-18	-0.136	-0.036	1,563,239.875	31,124,886	0.722	0.857	0.942	1,682.300049	1,386,499,968	332,660
ABG	2013-10-25	-0.105	0.031	1,563,239.875	30,956,594	0.723	0.828	1.376	1,504.800049	1,390,000,000	981,219.9375
ABG	2013-11-01	-0.198	-0.094	1,445,030	30,958,146	0.704	0.902	0.711	1,508.900024	1,389,166,720	359,900
ABG	2013-11-08	-0.192	0.007	1,445,030	30,958,452	0.705	0.897	0.869	1,505.199951	1,388,333,312	272,000
ABG	2013-11-15	-0.149	0.043	1,265,235	30,957,966	0.681	0.83	1.171	1,583.5	1,387,500,032	237,260
ABG	2013-11-22	-0.151	-0.002	1,265,235	30,958,190	0.681	0.831	1.048	1,599.300049	1,386,666,624	202,460
ABG	2013-11-29	-0.033	0.118	1,265,235	30,957,244	0.68	0.713	0.848	1,607.300049	1,385,833,344	130,400
ABG	2013-12-06	-0.056	-0.023	1,293,173	30,958,302	0.685	0.741	0.61	1,618.5	1,384,999,936	247,880
ABG	2013-12-13	-0.04	0.016	1,293,173	30,958,454	0.685	0.724	0.939	1,602.099976	1,384,166,656	273,520
ABG	2013-12-20	-0.056	-0.017	1,292,899	30,958,130	0.685	0.742	0.931	1,641.400024	1,383,333,376	312,840
ABG	2013-12-27	-0.04	0.016	1,292,899	30,957,406	0.685	0.726	1.205	1,671.699951	1,382,499,968	115,900
ABG	2014-01-03	-0.014	0.026	1,057,135	30,957,948	0.646	0.66	0.983	1,641.699951	1,381,666,688	192,100
ABG	2014-01-10	-0.039	-0.025	1,057,135	30,956,640	0.645	0.684	1.388	1,592.099976	1,380,833,280	171,540
ABG	2014-01-17	-0	0.038	1,176,683	30,956,716	0.672	0.672	1.187	1,530.5	1,380,000,000	456,020
ABG	2014-01-24	-0.055	-0.054	1,176,683	30,957,246	0.672	0.727	1.291	1,484.400024	1,379,166,720	314,425
ABG	2014-01-31	-0.041	0.014	1,118,247.875	30,957,038	0.661	0.702	0.941	1,455.599976	1,378,333,312	445,100
ABG	2014-02-07	-0.089	-0.048	1,118,247.875	30,957,510	0.661	0.75	1.357	1,551.900024	1,377,500,032	459,360
ABG	2014-02-14	-0.076	0.013	1,118,247.875	30,958,182	0.661	0.737	1.24	1,525	1,376,666,624	320,580
ABG	2014-02-21	0.006	0.082	1,054,735	30,957,886	0.642	0.636	0.892	1,499.599976	1,375,833,344	198,875.015625
ABG	2014-02-28	-0.042	-0.048	1,054,735	30,849,726	0.643	0.685	0.976	1,568.400024	1,375,000,064	271,620
ABG	2014-03-07	-0.044	-0.002	1,066,135	30,849,124	0.639	0.684	1.423	1,693	1,372,587,520	375,060
ABG	2014-03-14	-0.011	0.034	1,066,135	30,849,662	0.64	0.651	0.886	1,590.300049	1,370,174,976	238,400
ABG	2014-03-21	0.003	0.014	1,111,740	30,850,138	0.653	0.65	1.246	1,698.300049	1,367,762,560	183,480
ABG	2014-03-28	-0.022	-0.026	1,111,740	30,849,806	0.654	0.677	1.357	1,669.900024	1,365,350,016	472,040
ABG	2014-04-04	-0.022	0	1,091,771	30,850,686	0.637	0.659	0.866	1,748	1,362,937,472	345,040
ABG	2014-04-11	-0.044	-0.022	1,091,771	30,850,422	0.638	0.682	1.066	1,639.699951	1,360,525,056	284,640
ABG	2014-04-18	0.022	0.066	1,396,124	30,850,444	0.685	0.663	0.965	1,697.699951	1,358,112,512	217,650
ABG	2014-04-25	0.002	-0.019	1,396,124	30,658,714	0.685	0.683	0.928	1,824.5	1,355,699,968	374,440
ABG	2014-05-02	0.011	0.008	1,391,021	30,657,374	0.679	0.668	0.809	1,935.400024	1,367,061,504	356,900
ABG	2014-05-09	-0.001	-0.012	1,391,021	30,658,712	0.679	0.68	0.909	1,926.900024	1,378,423,040	262,820
ABG	2014-05-16	-0.014	-0.013	1,297,255	30,657,958	0.662	0.675	1.005	1,924.400024	1,389,784,576	405,900
ABG	2014-05-23	-0.014	0	1,297,255	30,657,298	0.662	0.675	1.179	1,963.599976	1,401,146,112	253,340
ABG	2014-05-30	0.021	0.035	1,371,207	30,657,488	0.665	0.644	0.799	1,981.699951	1,412,507,648	189,275.015625
ABG	2014-06-06	0.004	-0.018	1,371,207	30,657,916	0.665	0.662	0.909	2,008.400024	1,423,869,184	244,300
ABG	2014-06-13	0.037	0.033	1,371,207	30,658,318	0.666	0.629	0.833	1,909.400024	1,435,230,720	259,700
ABG	2014-06-20	0.02	-0.017	1,363,540	30,658,556	0.665	0.645	0.973	2,015.800049	1,446,592,256	329,520
ABG	2014-06-27	-0.013	-0.033	1,363,540	30,658,728	0.665	0.678	1.164	2,085.100098	1,457,953,792	217,080
ABG	2014-07-04	-0.002	0.011	1,320,231.875	30,658,690	0.651	0.653	0.962	2,178.300049	1,469,315,328	277,300
ABG	2014-07-11	0.023	0.025	1,320,231.875	30,657,952	0.651	0.628	0.659	2,180.699951	1,480,676,864	196,340
ABG	2014-07-18	-0.028	-0.05	1,188,562	30,657,764	0.618	0.646	1.283	2,181.300049	1,492,038,400	199,580
ABG	2014-07-25	-0.041	-0.014	1,188,562	30,343,900	0.62	0.662	1.143	2,144.100098	1,503,399,936	361,320
ABG	2014-08-01	0.008	0.049	1,301,237	30,343,862	0.653	0.645	0.937	2,064.899902	1,503,569,280	200,060
ABG	2014-08-08	0.004	-0.004	1,301,237	30,344,160	0.655	0.651	0.898	2,045.5	1,503,738,496	218,660
ABG	2014-08-15	0.038	0.034	1,463,812	30,343,934	0.677	0.639	0.837	2,099.800049	1,503,907,712	146,380

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