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
AAP	2013-12-13	-0.028	-0.02	2,619,117	72,832,048	0.656	0.684	2.722	8,000.600098	1,490,455,680	1,177,400.125
AAP	2013-12-20	0.029	0.057	2,522,801	72,831,936	0.649	0.62	2.371	7,964.899902	1,483,033,728	872,400
AAP	2013-12-27	0.044	0.015	2,522,801	72,832,064	0.649	0.606	3.569	8,005.700195	1,475,611,648	419,500
AAP	2014-01-03	0.01	-0.033	2,819,486	72,832,216	0.673	0.663	2.443	8,221.299805	1,468,189,568	598,000
AAP	2014-01-10	0.041	0.031	2,819,486	72,832,064	0.672	0.631	2.586	8,422.299805	1,460,767,488	779,200
AAP	2014-01-17	-0.032	-0.073	1,850,770	72,831,808	0.59	0.621	2.588	8,626.200195	1,453,345,536	804,400
AAP	2014-01-24	-0.029	0.003	1,850,770	72,832,384	0.59	0.618	3.137	8,447.099609	1,445,923,328	691,250
AAP	2014-01-31	-0.008	0.02	1,812,722	72,832,520	0.58	0.588	3.617	8,361.900391	1,438,501,248	786,000
AAP	2014-02-07	-0.087	-0.079	1,812,722	72,832,000	0.58	0.667	3.36	9,104	1,431,079,168	1,838,800
AAP	2014-02-14	-0.091	-0.005	1,812,722	72,831,792	0.581	0.672	2.616	9,274.400391	1,423,657,088	859,400
AAP	2014-02-21	-0.078	0.013	1,805,386	72,832,248	0.573	0.651	2.674	9,316.700195	1,416,235,008	970,750
AAP	2014-02-28	-0.091	-0.013	1,805,386	72,926,352	0.573	0.664	3.283	9,287.900391	1,408,813,056	981,000
AAP	2014-03-07	-0.03	0.061	1,806,775	72,926,648	0.562	0.592	4.514	9,247.099609	1,528,865,792	768,200
AAP	2014-03-14	-0.058	-0.028	1,806,775	72,926,968	0.562	0.62	3.659	9,086.700195	1,648,918,528	779,400
AAP	2014-03-21	-0.148	-0.09	1,446,556	72,926,464	0.504	0.652	4.4	9,212.799805	1,768,971,264	911,600
AAP	2014-03-28	-0.142	0.007	1,446,556	72,926,592	0.504	0.646	4.77	9,090.299805	1,889,024,128	670,600
AAP	2014-04-04	-0.061	0.081	1,580,130	72,926,664	0.519	0.58	3.398	8,870.799805	2,009,076,864	667,400
AAP	2014-04-11	-0.13	-0.07	1,580,130	72,926,456	0.52	0.65	3.84	8,477.700195	2,129,129,600	809,000
AAP	2014-04-18	-0.098	0.033	1,726,458	72,926,184	0.534	0.631	3.144	8,812.400391	2,249,182,464	635,750
AAP	2014-04-25	-0.101	-0.004	1,726,458	72,926,304	0.533	0.635	4.168	8,797.099609	2,369,235,200	665,000
AAP	2014-05-02	-0.044	0.057	1,923,477	72,926,296	0.556	0.6	2.642	8,874.400391	2,489,287,936	595,000
AAP	2014-05-09	-0.073	-0.029	1,923,477	72,926,304	0.556	0.63	4.438	9,083.700195	2,609,340,672	730,600
AAP	2014-05-16	-0.092	-0.019	2,216,338	72,926,776	0.584	0.676	2.996	8,873	2,729,393,408	1,455,800.125
AAP	2014-05-23	-0.047	0.045	2,216,338	72,926,808	0.584	0.631	2.555	8,987.5	2,849,446,144	750,200
AAP	2014-05-30	-0.109	-0.062	1,907,730	72,954,816	0.529	0.638	3.395	9,058.799805	2,969,498,880	603,750
AAP	2014-06-06	-0.086	0.023	1,907,730	72,954,592	0.528	0.614	3.387	9,368.099609	2,917,682,176	552,200
AAP	2014-06-13	-0.048	0.038	1,907,730	72,954,328	0.529	0.577	2.461	9,104.700195	2,865,865,216	496,800
AAP	2014-06-20	-0.041	0.007	2,022,107	72,954,544	0.551	0.591	2.536	9,469.5	2,814,048,512	679,800
AAP	2014-06-27	-0.078	-0.038	2,022,107	72,954,752	0.55	0.629	3.169	9,738	2,762,231,552	1,301,200
AAP	2014-07-04	-0.127	-0.048	1,837,671.875	72,954,640	0.515	0.641	2.959	9,844.5	2,710,414,848	844,499.9375
AAP	2014-07-11	-0.097	0.029	1,837,671.875	72,954,464	0.515	0.612	3.177	9,724.099609	2,658,597,888	514,400
AAP	2014-07-18	-0.061	0.037	1,852,350	72,954,704	0.513	0.573	2.815	9,518.400391	2,606,781,184	570,600
AAP	2014-07-25	-0.144	-0.083	1,852,350	72,954,992	0.512	0.655	4.406	9,159.5	2,554,964,224	866,400
AAP	2014-08-01	-0.074	0.07	2,104,397	72,954,736	0.556	0.63	2.316	8,831.900391	2,503,147,520	653,200
AAP	2014-08-08	-0.081	-0.008	2,104,397	72,955,000	0.557	0.638	2.465	9,127.400391	2,451,330,560	728,000
AAP	2014-08-15	-0.085	-0.004	1,732,543	72,954,288	0.504	0.589	4.614	9,591.299805	2,399,513,856	1,196,199.875
AAP	2014-08-22	-0.101	-0.015	1,732,543	72,975,400	0.504	0.604	2.968	9,881.599609	2,347,696,896	568,000
AAP	2014-08-29	-0.081	0.02	1,732,543	72,975,376	0.504	0.585	4.216	9,955.299805	2,342,843,648	531,400
AAP	2014-09-05	-0.089	-0.008	1,840,914	72,975,464	0.523	0.612	2.373	10,053.099609	2,337,990,144	652,250
AAP	2014-09-12	-0.071	0.018	1,840,914	72,975,496	0.523	0.594	3.572	9,768.5	2,333,136,640	449,400
AAP	2014-09-19	-0.032	0.039	2,192,072	72,975,112	0.573	0.605	2.968	9,615.200195	2,328,283,392	656,600
AAP	2014-09-26	-0.05	-0.018	2,192,072	72,975,392	0.571	0.621	3.838	9,494.099609	2,323,429,888	622,400
AAP	2014-10-03	-0.026	0.023	2,209,910	72,975,656	0.563	0.589	3.64	9,861.200195	2,318,576,384	824,600
AAP	2014-10-10	-0.064	-0.038	2,209,910	72,975,688	0.563	0.628	3.108	9,691.900391	2,313,723,136	772,600
AAP	2014-10-17	-0.146	-0.082	1,866,306	72,975,184	0.491	0.638	2.639	9,909.299805	2,308,869,632	978,000
AAP	2014-10-24	-0.148	-0.002	1,866,306	72,975,224	0.491	0.639	2.86	10,365.400391	2,304,016,128	1,051,200
AAP	2014-10-31	-0.029	0.12	2,509,925	72,975,640	0.577	0.606	3.818	10,724.5	2,299,162,880	562,400
AAP	2014-11-07	-0.083	-0.054	2,509,925	72,975,672	0.576	0.659	2.37	10,351.599609	2,294,309,376	1,611,200
AAP	2014-11-14	-0.03	0.052	2,509,925	72,994,272	0.578	0.608	1.734	10,570.299805	2,289,456,128	670,400
AAP	2014-11-21	0.008	0.038	2,707,368	72,994,016	0.606	0.599	2.157	10,619.900391	2,286,190,592	622,800
AAP	2014-11-28	0.009	0.001	2,707,368	72,994,288	0.607	0.597	2.166	10,736	2,282,925,056	728,750
AAP	2014-12-05	-0.006	-0.016	2,651,177	72,993,912	0.611	0.617	2.471	11,254.200195	2,279,659,776	1,000,800
AAP	2014-12-12	-0.013	-0.007	2,651,177	72,994,072	0.612	0.624	2.027	11,697.299805	2,276,394,240	876,400
AAP	2014-12-19	-0.086	-0.073	2,298,961	72,994,048	0.575	0.661	4.313	11,668.099609	2,273,128,704	904,800
AAP	2014-12-26	-0.013	0.073	2,298,961	72,994,368	0.575	0.588	2.6	11,679.099609	2,269,863,424	373,750.03125
AAP	2015-01-02	0.016	0.029	2,288,576	72,994,456	0.58	0.564	3.144	11,574	2,266,597,888	434,000
AAP	2015-01-09	-0.019	-0.035	2,288,576	72,994,384	0.579	0.599	2.385	11,701	2,263,332,608	988,000
AAP	2015-01-16	0.017	0.036	2,116,852	72,993,992	0.575	0.559	4.163	10,949.099609	2,260,067,072	800,800
AAP	2015-01-23	-0.057	-0.073	2,116,852	72,993,968	0.576	0.632	1.751	11,371	2,256,801,536	769,500.0625
AAP	2015-01-30	0.031	0.088	2,893,636	72,994,336	0.639	0.608	2.302	11,606.099609	2,253,536,256	739,400
AAP	2015-02-06	0.018	-0.013	2,893,636	72,994,448	0.64	0.622	2.554	11,825.099609	2,250,270,720	859,200
AAP	2015-02-13	0.005	-0.014	2,893,636	72,994,136	0.64	0.635	2.523	10,960.799805	2,247,005,696	1,823,800.125
AAP	2015-02-20	0.011	0.006	2,945,318	72,994,320	0.645	0.634	2.405	11,318.5	2,243,739,904	1,358,000
AAP	2015-02-27	0.047	0.036	2,945,318	72,994,264	0.645	0.599	1.485	11,309	2,240,474,368	621,200
AAP	2015-03-06	0.053	0.007	3,742,386	73,140,800	0.692	0.639	1.43	10,903.099609	2,237,209,088	992,200
AAP	2015-03-13	0.078	0.025	3,742,386	73,140,832	0.692	0.614	1.482	10,942.599609	2,298,826,240	857,600
AAP	2015-03-20	0.164	0.086	3,882,988	73,140,672	0.7	0.536	1.744	11,110.799805	2,360,443,392	880,600
AAP	2015-03-27	0.093	-0.071	3,882,988	73,140,896	0.701	0.608	1.443	11,072.799805	2,422,060,800	825,600
AAP	2015-04-03	0.091	-0.002	3,849,774	73,140,720	0.699	0.609	1.577	10,530.799805	2,483,677,696	1,362,250
AAP	2015-04-10	0.105	0.014	3,849,774	73,140,480	0.699	0.595	1.483	10,985.700195	2,545,295,104	790,800
AAP	2015-04-17	0.104	0	3,873,686	73,140,856	0.695	0.591	1.727	10,956.5	2,606,912,512	640,000
AAP	2015-04-24	0.055	-0.05	3,873,686	73,140,432	0.695	0.641	1.4	10,869.400391	2,668,529,664	1,256,999.875
AAP	2015-05-01	0.129	0.075	4,258,371	73,140,912	0.718	0.589	1.288	10,630.299805	2,730,146,816	854,800
AAP	2015-05-08	0.144	0.014	4,258,371	73,141,064	0.72	0.577	1.426	10,587.900391	2,791,763,968	662,200
AAP	2015-05-15	0.146	0.002	4,472,947	73,140,744	0.73	0.584	1.15	11,089.599609	2,853,381,376	852,200
AAP	2015-05-22	0.1	-0.046	4,472,947	73,140,448	0.73	0.63	1.263	11,717.099609	2,914,998,528	2,244,400.25
AAP	2015-05-29	0.185	0.085	4,472,947	73,140,576	0.73	0.544	1.175	11,206.599609	2,976,615,680	917,250
AAP	2015-06-05	0.151	-0.034	5,082,214	73,178,096	0.748	0.597	1.104	11,517.5	3,038,233,088	798,400
AAP	2015-06-12	0.155	0.004	5,082,214	73,178,456	0.748	0.593	1.675	11,797.099609	2,982,550,016	801,600
AAP	2015-06-19	0.188	0.033	5,063,131	73,178,192	0.743	0.556	0.916	11,745.099609	2,926,866,944	587,000
AAP	2015-06-26	0.172	-0.016	5,063,131	73,178,112	0.743	0.571	0.932	12,021.700195	2,871,183,872	688,600
AAP	2015-07-03	0.188	0.016	5,191,617	73,178,096	0.741	0.553	0.807	11,862.900391	2,815,501,056	598,750
AAP	2015-07-10	0.129	-0.059	5,191,617	73,178,352	0.74	0.611	1.463	12,009.299805	2,759,817,984	3,737,999.75
AAP	2015-07-17	0.152	0.023	4,967,245	73,177,960	0.732	0.58	0.877	12,418.299805	2,704,134,912	836,000
AAP	2015-07-24	0.147	-0.005	4,967,245	73,178,064	0.732	0.585	0.847	12,316.599609	2,648,452,096	628,000
AAP	2015-07-31	0.174	0.027	5,180,161	73,178,344	0.74	0.565	0.691	12,748.400391	2,592,769,024	597,800
AAP	2015-08-07	0.142	-0.032	5,180,161	73,178,128	0.74	0.598	1.16	12,714.700195	2,537,085,952	577,600
AAP	2015-08-14	0.16	0.017	5,180,161	73,178,104	0.741	0.581	1.078	13,686.5	2,481,402,880	2,194,600
AAP	2015-08-21	0.1	-0.06	4,903,255	73,178,440	0.731	0.632	1.441	12,992.099609	2,425,720,064	1,197,600
AAP	2015-08-28	0.091	-0.009	4,903,255	73,217,368	0.731	0.64	1.676	12,921.400391	2,370,036,992	1,351,600
AAP	2015-09-04	0.144	0.053	4,878,706	73,217,336	0.729	0.585	0.87	12,602.900391	2,363,800,832	722,800
AAP	2015-09-11	0.09	-0.053	4,878,706	73,217,224	0.728	0.638	1.283	12,801.299805	2,357,564,928	913,250
AAP	2015-09-18	0.109	0.018	4,052,742	73,217,624	0.683	0.575	1.514	12,717.900391	2,351,328,512	733,800
AAP	2015-09-25	0.135	0.026	4,052,742	73,217,600	0.684	0.549	1.084	12,947.799805	2,345,092,352	468,400
AAP	2015-10-02	0.065	-0.07	4,103,436	73,217,168	0.679	0.614	2.011	14,035	2,338,856,192	1,778,200.125
AAP	2015-10-09	0.07	0.005	4,103,436	73,217,600	0.679	0.609	1.517	13,876.200195	2,332,620,032	839,600
AAP	2015-10-16	0.125	0.054	3,524,087	73,217,504	0.643	0.518	1.621	13,969.900391	2,326,383,872	705,800
AAP	2015-10-23	0.059	-0.066	3,524,087	73,217,144	0.643	0.584	1.486	14,053.299805	2,320,147,712	679,200
AAP	2015-10-30	0.111	0.052	3,708,037	73,217,256	0.654	0.543	1.96	14,528.5	2,313,911,552	552,400
AAP	2015-11-06	0.076	-0.036	3,708,037	73,217,592	0.653	0.577	1.976	14,549.799805	2,307,675,392	698,600

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