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
ZD	2004-12-24	-0.039	-0.004	3,760,851	46,989,896	0.838	0.878	1.637	814.099976	28,379,400	610,400
ZD	2004-12-31	0.012	0.051	3,537,047	46,991,304	0.837	0.826	0.687	810.599976	28,480,800	752,680
ZD	2005-01-07	-0.009	-0.021	3,537,047	46,988,824	0.837	0.846	2.012	714.700012	28,582,200	1,236,039.875
ZD	2005-01-14	-0.011	-0.002	3,537,047	46,990,464	0.837	0.848	0.584	788.5	28,683,600	1,522,439.875
ZD	2005-01-21	-0.033	-0.022	3,537,047	46,986,520	0.837	0.87	1.283	749.200012	28,785,000	857,250
ZD	2005-01-28	0.016	0.049	3,537,047	46,991,716	0.837	0.82	0.49	737.299988	28,886,402	859,240
ZD	2005-02-04	-0.013	-0.029	3,283,562	46,988,828	0.825	0.839	0.749	841.099976	28,987,800	1,250,520.125
ZD	2005-02-11	-0.024	-0.011	3,283,562	46,990,240	0.826	0.85	0.866	866.5	29,089,200	1,231,399.875
ZD	2005-02-18	-0.006	0.017	3,283,562	46,988,140	0.826	0.832	0.917	891.599976	29,190,600	1,207,840
ZD	2005-02-25	-0.019	-0.013	3,283,562	46,990,652	0.826	0.845	0.784	879.900024	29,292,000	964,200
ZD	2005-03-04	0.034	0.053	3,986,568	46,987,304	0.84	0.806	0.643	962.299988	29,393,400	1,285,400.125
ZD	2005-03-11	-0.002	-0.036	3,986,568	46,990,244	0.84	0.842	0.946	963.299988	29,494,800	1,504,880
ZD	2005-03-18	-0.001	0	3,986,568	46,987,100	0.842	0.843	0.649	928.700012	29,596,200	943,360
ZD	2005-03-25	-0.016	-0.015	3,986,568	46,989,224	0.842	0.858	0.937	937.200012	29,697,600	921,250
ZD	2005-04-01	0.068	0.084	4,161,805	47,428,732	0.845	0.778	1.442	815.299988	29,799,000	7,922,320
ZD	2005-04-08	-0.015	-0.083	4,161,805	47,428,104	0.846	0.861	0.566	865.799988	30,203,166	1,668,720
ZD	2005-04-15	-0.016	-0.001	4,161,805	47,425,768	0.846	0.862	0.485	870.5	30,607,334	1,259,920
ZD	2005-04-22	-0.015	0.001	4,161,805	47,428,796	0.846	0.861	1.213	855.900024	31,011,500	2,679,360
ZD	2005-04-29	-0.007	0.009	4,161,805	47,430,008	0.846	0.853	0.61	847.099976	31,415,666	1,106,200.125
ZD	2005-05-06	-0.02	-0.014	3,651,424	47,425,880	0.824	0.844	0.983	855.799988	31,819,834	984,200
ZD	2005-05-13	0.023	0.043	3,651,424	47,433,128	0.824	0.801	1.145	833.400024	32,224,000	663,480
ZD	2005-05-20	0.009	-0.014	3,651,424	47,430,788	0.824	0.815	0.776	856.599976	32,428,692	679,520
ZD	2005-05-27	-0.009	-0.018	3,651,424	47,428,248	0.824	0.833	0.726	834.5	32,633,384	943,120
ZD	2005-06-03	0.041	0.05	3,882,183	47,429,840	0.83	0.788	0.984	853.5	32,838,076	1,525,600
ZD	2005-06-10	0.007	-0.035	3,882,183	47,433,628	0.829	0.822	0.634	830.799988	33,042,770	918,000
ZD	2005-06-17	0.006	-0.001	3,882,183	47,430,540	0.83	0.823	1.398	827.900024	33,247,462	1,056,440
ZD	2005-06-24	-0.015	-0.021	3,882,183	47,428,908	0.829	0.844	0.56	800.599976	33,452,154	1,026,600
ZD	2005-07-01	0.011	0.026	3,841,522	47,433,220	0.829	0.818	0.511	816.799988	33,656,848	1,184,720
ZD	2005-07-08	-0.026	-0.037	3,841,522	47,430,204	0.829	0.856	0.415	832.400024	33,861,540	590,650
ZD	2005-07-15	0.008	0.034	3,841,522	47,432,624	0.83	0.822	0.836	836	34,066,232	975,360
ZD	2005-07-22	-0.027	-0.035	3,841,522	47,428,568	0.83	0.857	0.531	871.5	34,270,924	970,920
ZD	2005-07-29	0.039	0.066	3,841,522	47,429,568	0.83	0.791	1.267	951.200012	34,475,616	3,278,440
ZD	2005-08-05	-0.063	-0.102	3,767,266	47,432,608	0.828	0.891	0.72	906.200012	34,680,308	1,238,720
ZD	2005-08-12	-0.036	0.027	3,767,266	48,964,048	0.824	0.86	0.699	919.299988	34,885,000	1,415,000.125
ZD	2005-08-19	-0.018	0.018	3,767,266	48,959,960	0.825	0.843	0.646	910.900024	35,100,692	611,920
ZD	2005-08-26	-0.042	-0.024	3,767,266	48,960,800	0.824	0.867	0.519	930.5	35,316,384	1,201,720.125
ZD	2005-09-02	-0.034	0.009	3,552,210	48,961,984	0.817	0.851	0.835	908	35,532,076	791,440
ZD	2005-09-09	-0.048	-0.014	3,552,210	48,961,808	0.817	0.865	0.874	955	35,747,768	630,850
ZD	2005-09-16	-0.035	0.012	3,552,210	48,962,592	0.817	0.852	0.584	922.700012	35,963,460	775,280
ZD	2005-09-23	-0.058	-0.023	3,552,210	48,961,252	0.817	0.875	0.559	909.700012	36,179,152	649,000
ZD	2005-09-30	0.01	0.068	4,100,373	48,960,912	0.833	0.823	0.615	989.5	36,394,848	1,008,800
ZD	2005-10-07	-0.026	-0.036	4,100,373	48,961,008	0.833	0.859	0.692	935.400024	36,610,540	841,320
ZD	2005-10-14	-0.024	0.003	4,100,373	48,962,240	0.834	0.857	0.929	979	36,826,232	981,640
ZD	2005-10-21	-0.069	-0.045	4,100,373	48,960,380	0.834	0.902	0.813	1,019.599976	37,041,924	1,200,160
ZD	2005-10-28	-0.058	0.011	4,100,373	48,960,036	0.834	0.891	0.822	1,047.5	37,257,616	1,962,439.875
ZD	2005-11-04	-0.017	0.04	3,977,725	48,962,764	0.823	0.841	0.653	1,104.599976	37,473,308	967,000
ZD	2005-11-11	-0.093	-0.075	3,977,725	49,464,400	0.822	0.915	0.758	1,149.800049	37,689,000	939,760
ZD	2005-11-18	-0.103	-0.01	3,977,725	49,462,136	0.823	0.926	0.477	1,149.5	37,761,700	883,360
ZD	2005-11-25	-0.079	0.024	3,977,725	49,462,408	0.823	0.902	1.016	1,177.699951	37,834,400	654,950
ZD	2005-12-02	-0.022	0.057	4,176,877	49,461,276	0.831	0.852	1.209	1,175.199951	37,907,100	838,760
ZD	2005-12-09	-0.069	-0.048	4,176,877	49,464,320	0.831	0.9	1.629	1,112.699951	37,979,800	1,152,880
ZD	2005-12-16	-0.066	0.003	4,176,877	49,465,224	0.83	0.896	0.559	1,170.099976	38,052,500	903,600
ZD	2005-12-23	-0.061	0.006	4,176,877	49,463,308	0.83	0.891	0.479	1,129	38,125,200	793,520
ZD	2005-12-30	-0.034	0.027	4,996,589	49,461,860	0.853	0.887	0.48	1,057	38,197,900	808,250
ZD	2006-01-06	-0.028	0.006	4,996,589	49,464,172	0.853	0.881	0.491	1,149.300049	38,270,600	1,177,650
ZD	2006-01-13	-0.011	0.017	4,996,589	49,465,200	0.853	0.864	0.403	1,165.400024	38,343,300	734,680
ZD	2006-01-20	-0.025	-0.014	4,996,589	49,464,176	0.853	0.878	0.349	1,204.699951	38,416,000	873,550
ZD	2006-01-27	-0.016	0.009	4,996,589	49,461,652	0.853	0.869	0.684	1,189.800049	38,488,700	834,960
ZD	2006-02-03	0.017	0.032	4,881,092	49,464,484	0.847	0.831	0.585	1,103.800049	38,561,400	1,416,480
ZD	2006-02-10	0.011	-0.005	4,881,092	49,462,216	0.847	0.836	0.835	1,043.900024	38,634,100	1,716,720
ZD	2006-02-17	-0.042	-0.053	4,881,092	49,462,788	0.847	0.888	0.453	1,003.599976	38,706,800	923,200
ZD	2006-02-24	-0.016	0.026	4,881,092	49,463,684	0.847	0.863	0.889	1,092.900024	38,779,500	1,232,900
ZD	2006-03-03	-0.052	-0.036	4,441,951	49,462,368	0.831	0.883	0.65	1,104	38,852,200	961,280
ZD	2006-03-10	-0.048	0.004	4,441,951	49,463,652	0.832	0.879	0.564	1,115.900024	38,924,900	1,045,000
ZD	2006-03-17	-0.003	0.044	4,441,951	49,462,368	0.833	0.836	0.673	1,058	38,997,600	1,838,160
ZD	2006-03-24	-0.031	-0.027	4,441,951	49,461,104	0.833	0.864	0.542	1,055.5	39,070,300	1,428,480
ZD	2006-03-31	-0.009	0.022	4,781,007	49,625,532	0.842	0.851	0.547	1,166.199951	39,143,000	1,322,160
ZD	2006-04-07	-0.065	-0.056	4,781,007	49,625,384	0.843	0.908	0.464	1,126	39,622,168	958,440
ZD	2006-04-14	-0.053	0.013	4,781,007	49,624,464	0.843	0.896	0.491	1,103.400024	40,101,332	784,499.9375
ZD	2006-04-21	-0.062	-0.01	4,781,007	49,626,500	0.843	0.906	0.502	1,116.099976	40,580,500	717,200
ZD	2006-04-28	-0.015	0.047	5,306,403	49,623,144	0.851	0.866	0.475	1,218	41,059,668	1,442,840.125
ZD	2006-05-05	0.057	0.072	5,306,403	49,625,328	0.85	0.793	0.606	1,238.400024	41,538,832	872,280
ZD	2006-05-12	-0.053	-0.11	5,306,403	49,683,696	0.851	0.904	0.473	1,225.199951	42,018,000	776,960
ZD	2006-05-19	-0.038	0.015	5,306,403	49,682,736	0.851	0.889	0.913	1,205.800049	42,174,500	823,480
ZD	2006-05-26	-0.029	0.009	5,306,403	49,686,064	0.851	0.881	0.552	1,408.599976	42,331,000	1,357,560.125
ZD	2006-06-02	0.07	0.1	11,503,836	49,686,000	0.909	0.838	0.179	1,345	42,487,500	1,104,475
ZD	2006-06-09	0.059	-0.011	11,503,836	49,684,740	0.908	0.849	0.204	1,292.300049	42,644,000	935,360
ZD	2006-06-16	0.073	0.014	11,503,836	49,682,900	0.909	0.836	0.367	1,316.099976	42,800,500	980,880
ZD	2006-06-23	0.105	0.032	11,503,836	49,685,472	0.909	0.804	0.207	1,453.300049	42,957,000	1,334,080
ZD	2006-06-30	0.088	-0.016	10,994,219	49,682,896	0.903	0.814	0.544	1,551.099976	43,113,500	1,246,200.125
ZD	2006-07-07	0.08	-0.009	10,994,219	49,683,868	0.903	0.823	0.234	1,540.199951	43,270,000	762,075
ZD	2006-07-14	0.088	0.008	10,994,219	49,684,700	0.903	0.814	0.291	1,386.699951	43,426,500	942,979.9375
ZD	2006-07-21	0.088	0	10,994,219	49,684,768	0.903	0.815	0.2	1,308.199951	43,583,000	814,960
ZD	2006-07-28	0.116	0.028	10,994,219	49,684,784	0.904	0.787	0.232	1,371.300049	43,739,500	742,019.9375
ZD	2006-08-04	0.138	0.022	8,302,993	49,684,248	0.883	0.745	0.22	1,243.099976	43,896,000	1,249,920
ZD	2006-08-11	0.122	-0.017	8,302,993	49,684,572	0.884	0.762	0.322	1,165.599976	44,052,500	975,840
ZD	2006-08-18	0.109	-0.013	8,302,993	49,684,124	0.884	0.776	0.28	1,242.599976	44,209,000	787,000
ZD	2006-08-25	0.117	0.009	8,302,993	49,683,392	0.885	0.767	0.22	1,208.300049	44,365,500	404,260
ZD	2006-09-01	0.113	-0.004	6,839,045	49,686,384	0.868	0.755	0.369	1,251.599976	44,522,000	457,500
ZD	2006-09-08	0.105	-0.009	6,839,045	49,683,000	0.867	0.763	0.666	1,206.800049	44,678,500	433,975
ZD	2006-09-15	0.123	0.019	6,839,045	49,684,376	0.867	0.744	0.591	1,290.800049	44,835,000	467,880
ZD	2006-09-22	0.098	-0.025	6,839,045	49,684,248	0.867	0.769	0.252	1,243.099976	44,991,500	680,800
ZD	2006-09-29	0.111	0.013	6,839,045	49,683,476	0.867	0.756	0.412	1,349.900024	45,148,000	815,820.0625
ZD	2006-10-06	0.104	-0.007	8,235,283	49,685,036	0.884	0.78	0.441	1,388.199951	45,304,500	450,940
ZD	2006-10-13	0.12	0.016	8,235,283	49,685,920	0.884	0.764	0.406	1,376.300049	45,461,000	372,380
ZD	2006-10-20	0.116	-0.004	8,235,283	49,684,132	0.883	0.767	0.319	1,337	45,617,500	402,640
ZD	2006-10-27	0.117	0.001	8,235,283	49,683,752	0.883	0.767	0.298	1,366.800049	45,774,000	389,800
ZD	2006-11-03	0.126	0.009	6,757,372	49,685,040	0.865	0.739	0.708	1,325.099976	45,930,500	356,140
ZD	2006-11-10	0.123	-0.004	6,757,372	49,682,840	0.865	0.742	0.299	1,331.5	46,087,000	397,140
ZD	2006-11-17	0.151	0.028	6,757,372	49,683,384	0.866	0.715	0.309	1,396.599976	46,243,500	333,620

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