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	2008-10-24	-0.034	-0.044	3,900,525	43,806,448	0.743	0.777	0.71	679	61,417,384	448,160
ZD	2008-10-31	0.023	0.056	3,381,373	43,808,932	0.742	0.719	1.242	706.200012	61,484,692	457,820
ZD	2008-11-07	-0.025	-0.047	3,381,373	43,886,196	0.742	0.767	0.63	725	61,552,000	435,140
ZD	2008-11-14	0.074	0.099	3,381,373	43,883,268	0.744	0.67	1.632	736.799988	61,494,752	329,180
ZD	2008-11-21	-0.072	-0.147	2,937,438	43,888,136	0.723	0.795	1.731	651.299988	61,437,500	377,360
ZD	2008-11-28	-0.009	0.063	2,937,438	43,883,192	0.723	0.732	0.776	856.599976	61,380,248	297,475
ZD	2008-12-05	-0.051	-0.043	2,663,769	43,886,792	0.715	0.767	1.031	814.099976	61,323,000	443,800
ZD	2008-12-12	-0.066	-0.015	2,663,769	43,886,488	0.715	0.781	0.814	811.900024	61,265,752	314,800
ZD	2008-12-19	0.016	0.082	2,686,184	43,887,736	0.717	0.701	0.929	844.400024	61,208,500	462,580
ZD	2008-12-26	-0.042	-0.058	2,686,184	43,882,724	0.717	0.759	0.566	830.700012	61,151,248	313,275
ZD	2009-01-02	-0.025	0.017	2,513,809	43,884,336	0.71	0.735	0.821	910.599976	61,094,000	256,075.015625
ZD	2009-01-09	-0.044	-0.018	2,513,809	43,885,136	0.71	0.753	0.857	779.400024	61,036,752	301,420
ZD	2009-01-16	0.019	0.063	2,197,577	43,885,136	0.694	0.675	0.979	779.400024	60,979,500	301,860
ZD	2009-01-23	-0.061	-0.08	2,197,577	43,885,208	0.694	0.755	2.004	795.200012	60,922,248	288,125
ZD	2009-01-30	-0.027	0.034	1,923,330	43,886,620	0.664	0.691	1.515	859.299988	60,865,000	319,200
ZD	2009-02-06	-0.069	-0.042	1,923,330	43,887,756	0.664	0.732	1.266	860.200012	60,807,752	464,020
ZD	2009-02-13	-0.049	0.02	1,923,330	43,886,532	0.664	0.712	1.586	827.700012	60,750,500	337,220
ZD	2009-02-20	-0.077	-0.029	2,041,699	43,883,220	0.674	0.751	1.18	774.099976	60,693,252	635,250
ZD	2009-02-27	-0.053	0.025	2,041,699	43,945,540	0.674	0.726	1.72	823.099976	60,636,000	553,420.0625
ZD	2009-03-06	0.003	0.056	2,082,873	43,947,364	0.68	0.677	1.759	818.299988	60,611,496	446,040
ZD	2009-03-13	-0.055	-0.058	2,082,873	43,947,096	0.68	0.735	0.778	847.299988	60,587,000	357,640
ZD	2009-03-20	-0.052	0.003	2,013,603	43,948,476	0.668	0.72	2.603	835.900024	60,562,500	487,960
ZD	2009-03-27	-0.036	0.016	2,013,603	43,948,128	0.669	0.704	0.936	915	60,538,000	386,380
ZD	2009-04-03	-0.004	0.032	2,189,018	43,946,796	0.677	0.682	0.897	1,007.700012	60,513,500	514,520
ZD	2009-04-10	-0.093	-0.089	2,189,018	43,947,368	0.677	0.77	0.871	1,085.5	60,489,000	367,649.96875
ZD	2009-04-17	-0.064	0.029	2,083,849	43,947,584	0.681	0.744	1.444	1,089.900024	60,464,500	490,500
ZD	2009-04-24	-0.093	-0.029	2,083,849	43,947,820	0.681	0.773	1.477	1,027.5	60,440,000	407,800
ZD	2009-05-01	-0.048	0.045	2,061,013	43,946,040	0.685	0.732	0.962	1,042.400024	60,415,500	288,640
ZD	2009-05-08	-0.057	-0.009	2,061,013	44,614,696	0.682	0.738	1.098	1,001.599976	60,391,000	591,900.0625
ZD	2009-05-15	-0.043	0.014	1,990,273	44,615,384	0.685	0.727	1.521	945.400024	60,550,460	328,380
ZD	2009-05-22	-0.049	-0.006	1,990,273	44,613,476	0.685	0.734	1.799	900.299988	60,709,924	497,160
ZD	2009-05-29	0.009	0.058	1,990,273	44,614,352	0.685	0.676	3.272	994.900024	60,869,384	416,425
ZD	2009-06-05	-0.067	-0.076	2,103,134	44,613,692	0.694	0.76	0.95	1,016.299988	61,028,848	474,840
ZD	2009-06-12	-0.055	0.011	2,103,134	44,612,748	0.694	0.749	0.977	1,042.599976	61,188,308	282,320
ZD	2009-06-19	-0.047	0.009	1,808,153	44,614,036	0.658	0.705	1.659	1,017.200012	61,347,768	226,420
ZD	2009-06-26	-0.034	0.013	1,808,153	44,613,692	0.658	0.692	1.15	1,016.299988	61,507,232	230,580
ZD	2009-07-03	-0.036	-0.002	1,703,164	44,612,492	0.646	0.682	1.34	949.799988	61,666,692	258,024.984375
ZD	2009-07-10	-0.036	0	1,703,164	44,614,252	0.646	0.682	0.988	907.900024	61,826,152	281,740
ZD	2009-07-17	-0.007	0.029	1,694,201	44,612,384	0.64	0.647	1.608	1,030.099976	61,985,616	300,560
ZD	2009-07-24	-0.071	-0.063	1,694,201	44,613,488	0.64	0.71	1.245	1,085	62,145,076	283,420
ZD	2009-07-31	0.017	0.087	2,328,743	44,614,424	0.694	0.677	1.111	1,070.300049	62,304,540	208,380
ZD	2009-08-07	-0.002	-0.019	2,328,743	45,063,188	0.693	0.695	1.088	1,105.400024	62,464,000	447,620
ZD	2009-08-14	0.001	0.003	2,328,743	45,061,676	0.695	0.693	1.444	1,059.400024	62,413,000	209,660
ZD	2009-08-21	0.011	0.01	2,267,014	45,060,236	0.707	0.696	0.686	1,047.199951	62,362,000	200,500
ZD	2009-08-28	0.034	0.023	2,267,014	45,063,236	0.707	0.672	0.727	997.700012	62,311,000	157,280
ZD	2009-09-04	-0.035	-0.07	1,550,135	45,063,592	0.628	0.663	2.897	956.700012	62,260,000	393,280
ZD	2009-09-11	-0.066	-0.03	1,550,135	45,060,188	0.628	0.693	1.84	1,010.700012	62,209,000	230,575.015625
ZD	2009-09-18	-0.031	0.035	1,499,335	45,061,140	0.627	0.657	1.706	1,031.900024	62,158,000	263,880
ZD	2009-09-25	-0.068	-0.037	1,499,335	45,061,296	0.627	0.695	0.764	1,029.199951	62,107,000	199,620
ZD	2009-10-02	-0.018	0.05	1,604,779	45,064,336	0.644	0.661	1.074	980.599976	62,056,000	175,840
ZD	2009-10-09	0.002	0.02	1,604,779	45,063,576	0.643	0.641	2.591	992.299988	62,005,000	247,420
ZD	2009-10-16	-0.019	-0.022	1,431,142	45,063,404	0.622	0.641	2.301	995	61,954,000	279,820
ZD	2009-10-23	-0.067	-0.047	1,431,142	45,062,356	0.622	0.689	1.512	975.599976	61,903,000	252,920
ZD	2009-10-30	-0.051	0.016	1,354,798	45,061,124	0.607	0.658	2.117	921.5	61,852,000	327,180
ZD	2009-11-06	-0.068	-0.017	1,354,798	45,164,984	0.608	0.676	1.346	985.5	61,801,000	361,880
ZD	2009-11-13	-0.072	-0.003	1,354,798	45,166,104	0.61	0.682	1.234	938.099976	61,745,624	476,880
ZD	2009-11-20	-0.067	0.004	1,357,652	45,166,668	0.608	0.675	1.165	921.400024	61,690,248	305,820
ZD	2009-11-27	-0.033	0.034	1,357,652	45,166,752	0.608	0.641	1.257	907.400024	61,634,876	137,750
ZD	2009-12-04	-0.014	0.019	1,831,303	45,167,784	0.667	0.681	0.897	942.200012	61,579,500	316,660
ZD	2009-12-11	-0.031	-0.017	1,831,303	45,166,752	0.667	0.698	1.265	880.299988	61,524,124	299,740
ZD	2009-12-18	0.088	0.119	2,698,501	45,164,104	0.747	0.659	0.996	880.700012	61,468,752	370,360
ZD	2009-12-25	0.044	-0.044	2,698,501	45,167,172	0.747	0.703	0.736	891.599976	61,413,376	190,150
ZD	2010-01-01	0.075	0.031	2,650,644	45,164,616	0.739	0.664	1.153	919.099976	61,358,000	242,375.015625
ZD	2010-01-08	0.064	-0.011	2,650,644	45,164,176	0.739	0.675	1.132	907.799988	61,302,624	313,240
ZD	2010-01-15	0.118	0.053	3,093,336	45,165,632	0.772	0.655	0.73	872.599976	61,247,248	368,260
ZD	2010-01-22	0.099	-0.018	3,093,336	45,167,512	0.772	0.673	0.899	889.799988	61,191,876	758,700.0625
ZD	2010-01-29	0.129	0.03	3,093,336	45,165,532	0.772	0.643	1.795	927.700012	61,136,500	639,720
ZD	2010-02-05	0.083	-0.046	3,427,780	45,164,888	0.784	0.701	1.639	931.299988	61,081,124	385,100
ZD	2010-02-12	0.06	-0.023	3,427,780	45,165,052	0.784	0.724	0.485	930.400024	61,025,752	326,320
ZD	2010-02-19	0.119	0.06	4,309,431	45,167,128	0.822	0.703	0.85	972.900024	60,970,376	322,849.96875
ZD	2010-02-26	0.1	-0.019	4,309,431	45,175,112	0.822	0.722	0.36	980.299988	60,915,000	316,300
ZD	2010-03-05	0.142	0.041	4,395,776	45,177,084	0.822	0.68	0.578	1,033.199951	60,851,500	373,680
ZD	2010-03-12	0.117	-0.025	4,395,776	45,174,736	0.822	0.706	1.014	1,072.900024	60,788,000	301,760
ZD	2010-03-19	0.143	0.026	4,248,421	45,175,148	0.817	0.674	0.963	1,083.300049	60,724,500	317,520
ZD	2010-03-26	0.128	-0.015	4,248,421	45,175,400	0.817	0.689	0.662	1,043.099976	60,661,000	188,220
ZD	2010-04-02	0.139	0.011	4,204,146	45,175,332	0.815	0.676	0.504	1,069.300049	60,597,500	317,275
ZD	2010-04-09	0.131	-0.008	4,204,146	45,174,592	0.815	0.684	0.469	1,073.800049	60,534,000	183,160
ZD	2010-04-16	0.138	0.007	4,118,257	45,175,936	0.811	0.673	0.437	1,104.099976	60,470,500	200,120
ZD	2010-04-23	0.129	-0.009	4,118,257	45,177,684	0.811	0.682	0.347	1,093.300049	60,407,000	214,360
ZD	2010-04-30	0.144	0.016	3,901,505	45,174,420	0.804	0.66	0.321	1,087.800049	60,343,500	195,360
ZD	2010-05-07	0.172	0.028	3,901,505	45,176,676	0.804	0.633	0.111	1,022.799988	60,280,000	431,840
ZD	2010-05-14	0.136	-0.036	3,901,505	45,175,476	0.806	0.67	0.729	1,068.400024	60,359,308	289,860
ZD	2010-05-21	0.125	-0.011	3,797,247	45,175,664	0.804	0.678	0.493	1,054.400024	60,438,616	365,580
ZD	2010-05-28	0.105	-0.02	3,797,247	45,177,184	0.804	0.699	0.536	1,045.400024	60,517,924	279,980
ZD	2010-06-04	0.099	-0.006	3,508,970	45,178,180	0.781	0.682	0.571	1,026.900024	60,597,232	188,324.984375
ZD	2010-06-11	0.127	0.027	3,508,970	45,176,164	0.782	0.655	1.199	1,038.599976	60,676,540	158,800
ZD	2010-06-18	0.15	0.024	3,547,748	45,177,556	0.785	0.635	0.992	1,030.5	60,755,848	191,880
ZD	2010-06-25	0.146	-0.004	3,547,748	45,176,260	0.785	0.639	1.558	1,012.400024	60,835,152	271,780
ZD	2010-07-02	0.149	0.003	3,379,643	45,174,340	0.776	0.627	0.786	971.700012	60,914,460	168,140
ZD	2010-07-09	0.131	-0.018	3,379,643	45,174,448	0.776	0.645	0.778	997	60,993,768	119,650
ZD	2010-07-16	0.124	-0.007	3,290,578	45,177,756	0.765	0.641	0.685	991.200012	61,073,076	169,300
ZD	2010-07-23	0.119	-0.005	3,290,578	45,177,816	0.765	0.646	0.75	1,067.099976	61,152,384	175,000
ZD	2010-07-30	0.167	0.049	3,442,127	45,176,368	0.774	0.606	0.588	1,063	61,231,692	230,840
ZD	2010-08-06	0.143	-0.025	3,442,127	45,575,256	0.773	0.63	0.478	1,105.199951	61,311,000	282,200
ZD	2010-08-13	0.124	-0.019	3,442,127	45,574,208	0.773	0.65	0.867	1,031.800049	61,423,848	168,600
ZD	2010-08-20	0.141	0.018	3,666,500	45,576,660	0.787	0.646	1.243	1,007.700012	61,536,692	221,180
ZD	2010-08-27	0.128	-0.014	3,666,500	45,577,364	0.787	0.659	0.501	998.599976	61,649,540	178,680
ZD	2010-09-03	0.191	0.063	3,688,492	45,575,304	0.789	0.598	0.43	1,025.900024	61,762,384	217,880
ZD	2010-09-10	0.162	-0.029	3,688,492	45,573,248	0.789	0.627	1.261	1,001.700012	61,875,232	241,724.984375
ZD	2010-09-17	0.175	0.013	3,840,940	45,575,060	0.791	0.615	0.655	1,038.199951	61,988,076	147,660

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