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	2014-07-25	0.079	0.014	9,823,954	47,552,220	0.88	0.802	0.197	2,344.800049	142,468,288	224,840
ZD	2014-08-01	0.084	0.005	9,558,218	47,553,472	0.879	0.795	0.166	2,334.399902	143,226,864	246,780
ZD	2014-08-08	0.062	-0.022	9,558,218	47,554,000	0.88	0.818	0.217	2,443.800049	143,985,424	481,180
ZD	2014-08-15	0.082	0.019	9,341,662	47,732,632	0.88	0.799	0.302	2,549.399902	144,744,000	479,940
ZD	2014-08-22	0.088	0.006	9,341,662	47,733,256	0.88	0.792	0.218	2,537.5	145,380,464	265,060
ZD	2014-08-29	0.098	0.01	9,341,662	47,732,460	0.88	0.783	0.466	2,551.300049	146,016,928	216,100
ZD	2014-09-05	0	-0.098	8,488,686	47,732,400	0.871	0.871	0.519	2,454.399902	146,653,392	287,475
ZD	2014-09-12	0.075	0.075	8,488,686	47,733,128	0.871	0.797	0.19	2,446.800049	147,289,840	229,040
ZD	2014-09-19	0.065	-0.009	7,662,622	47,731,776	0.866	0.8	0.17	2,455.800049	147,926,304	246,000
ZD	2014-09-26	0.079	0.014	7,662,622	47,732,640	0.864	0.785	0.299	2,385.199951	148,562,768	180,845.59375
ZD	2014-10-03	0.068	-0.011	7,540,923	47,732,648	0.857	0.789	0.269	2,421	149,199,232	322,966.40625
ZD	2014-10-10	-0.001	-0.068	7,540,923	47,733,304	0.857	0.857	0.311	2,337.5	149,835,696	262,810
ZD	2014-10-17	0.054	0.054	7,460,226	47,731,936	0.852	0.799	0.267	2,325.5	150,472,160	436,950.1875
ZD	2014-10-24	-0.014	-0.068	7,460,226	47,731,940	0.852	0.866	0.859	2,418.100098	151,108,624	216,296.984375
ZD	2014-10-31	0.067	0.082	7,139,615.5	47,733,408	0.848	0.781	0.333	2,581.899902	151,745,072	225,484.203125
ZD	2014-11-07	0.076	0.009	7,139,615.5	47,732,588	0.848	0.772	0.692	2,652.5	152,381,536	302,456.40625
ZD	2014-11-14	0.116	0.04	7,139,615.5	47,805,660	0.848	0.732	0.624	2,686.199951	153,018,000	192,873.796875
ZD	2014-11-21	0.066	-0.05	7,262,300	47,805,620	0.851	0.785	0.784	2,670.899902	153,900,880	266,191.40625
ZD	2014-11-28	0.06	-0.006	7,262,300	47,806,860	0.852	0.791	0.554	2,703	154,783,744	223,073.75
ZD	2014-12-05	0.126	0.065	7,162,178	47,807,160	0.853	0.728	0.504	2,910.5	155,666,624	377,652.40625
ZD	2014-12-12	0.08	-0.046	7,162,178	47,807,240	0.852	0.773	0.307	2,812.5	156,549,504	386,074.8125
ZD	2014-12-19	0.078	-0.002	6,498,947	47,806,904	0.842	0.764	1.501	2,990.800049	157,432,368	506,102.40625
ZD	2014-12-26	0.054	-0.024	6,498,947	47,806,224	0.842	0.788	0.319	3,024.699951	158,315,248	223,124.25
ZD	2015-01-02	0.059	0.005	5,705,338	47,805,716	0.827	0.768	0.233	2,928.100098	159,198,128	226,742.75
ZD	2015-01-09	0.073	0.014	5,705,338	47,805,756	0.827	0.754	0.446	2,923.800049	160,080,992	338,057.59375
ZD	2015-01-16	0.076	0.003	4,474,241	47,805,916	0.8	0.725	0.358	2,926.199951	160,963,872	304,151.40625
ZD	2015-01-23	0.096	0.02	4,474,241	47,807,064	0.801	0.705	0.479	2,884.199951	161,846,752	325,105.96875
ZD	2015-01-30	0.087	-0.008	4,152,399.75	47,806,408	0.785	0.698	0.529	2,746	162,729,632	317,305
ZD	2015-02-06	0.14	0.052	4,152,399.75	47,806,440	0.786	0.646	0.43	2,835.399902	163,612,496	281,908.59375
ZD	2015-02-13	0.131	-0.009	4,152,399.75	47,806,472	0.786	0.655	0.712	3,147.100098	164,495,376	659,270.375
ZD	2015-02-20	0.145	0.014	4,103,162	47,806,728	0.782	0.637	0.572	3,210.699951	165,378,256	372,221.25
ZD	2015-02-27	0.112	-0.033	4,103,162	47,806,692	0.782	0.67	0.733	3,215	166,261,120	245,274.796875
ZD	2015-03-06	0.173	0.061	3,843,553	48,239,824	0.773	0.6	0.068	3,258.600098	167,144,000	260,992.984375
ZD	2015-03-13	0.141	-0.032	3,843,553	48,239,916	0.773	0.632	0.377	3,253.300049	166,554,896	278,121.8125
ZD	2015-03-20	0.157	0.016	3,457,914	48,238,908	0.759	0.602	0.784	3,380.100098	165,965,792	368,529.8125
ZD	2015-03-27	0.134	-0.024	3,457,914	48,239,216	0.759	0.625	0.62	3,254.699951	165,376,704	318,396
ZD	2015-04-03	0.144	0.01	3,602,718	48,239,584	0.76	0.617	0.409	3,241.699951	164,787,600	407,964
ZD	2015-04-10	0.125	-0.018	3,602,718	48,238,572	0.761	0.636	0.821	3,291.800049	164,198,496	203,071.40625
ZD	2015-04-17	0.106	-0.02	3,284,736	48,239,396	0.743	0.638	0.546	3,252.300049	163,609,408	226,128.203125
ZD	2015-04-24	0.106	0	3,284,736	48,239,264	0.744	0.638	1.813	3,427.399902	163,020,304	240,330.59375
ZD	2015-05-01	0.164	0.058	3,320,451	48,238,764	0.749	0.585	0.557	3,349.699951	162,431,200	279,575.59375
ZD	2015-05-08	0.124	-0.039	3,320,451	48,239,528	0.749	0.625	1.085	3,214.199951	161,842,096	368,648.40625
ZD	2015-05-15	0.131	0.006	3,327,934	48,207,112	0.753	0.622	0.685	3,240	161,252,992	245,831.015625
ZD	2015-05-22	0.127	-0.003	3,327,934	48,206,544	0.753	0.625	0.439	3,225.5	162,390,304	223,156.203125
ZD	2015-05-29	0.145	0.018	3,327,934	48,206,596	0.753	0.608	0.946	3,201.399902	163,527,616	274,134.03125
ZD	2015-06-05	0.143	-0.002	3,628,215	48,206,968	0.759	0.617	0.616	3,223.600098	164,664,928	202,221.203125
ZD	2015-06-12	0.169	0.026	3,628,215	48,206,004	0.759	0.59	2.472	3,243.300049	165,802,224	163,070
ZD	2015-06-19	0.156	-0.013	3,330,292	48,207,300	0.743	0.587	1.26	3,302.199951	166,939,536	203,522
ZD	2015-06-26	0.152	-0.003	3,330,292	48,206,452	0.742	0.59	0.707	3,362.399902	168,076,848	240,238.203125
ZD	2015-07-03	0.156	0.004	3,279,072	48,206,732	0.733	0.576	0.414	3,236.600098	169,214,160	293,532.75
ZD	2015-07-10	0.118	-0.039	3,279,072	48,205,896	0.732	0.614	0.896	3,221.600098	170,351,456	249,150.40625
ZD	2015-07-17	0.161	0.043	3,354,830	48,206,664	0.736	0.575	0.77	3,368.199951	171,488,768	200,352.796875
ZD	2015-07-24	0.138	-0.023	3,354,830	48,207,156	0.736	0.598	0.661	3,285.800049	172,626,080	151,124
ZD	2015-07-31	0.118	-0.02	2,943,088.25	48,205,964	0.711	0.593	1.083	3,393.699951	173,763,392	235,503.40625
ZD	2015-08-07	0.135	0.017	2,943,088.25	48,206,724	0.712	0.576	0.743	3,572.600098	174,900,688	377,300.59375
ZD	2015-08-14	0.101	-0.034	2,943,088.25	48,436,860	0.713	0.612	0.716	3,548	176,038,000	238,788.984375
ZD	2015-08-21	0.053	-0.048	2,625,705	48,437,324	0.693	0.64	0.672	3,369.300049	176,242,848	224,948.796875
ZD	2015-08-28	0.054	0.001	2,625,705	48,437,816	0.693	0.639	1.934	3,376.600098	176,447,696	361,371.1875
ZD	2015-09-04	0.071	0.017	2,573,779	48,436,940	0.684	0.613	1.301	3,241.399902	176,652,544	309,685.59375
ZD	2015-09-11	0.05	-0.021	2,573,779	48,437,544	0.684	0.633	1.274	3,369.800049	176,857,392	211,933.5
ZD	2015-09-18	0.081	0.031	2,580,287	48,437,988	0.676	0.595	0.694	3,401.800049	177,062,240	237,400.59375
ZD	2015-09-25	0.107	0.025	2,580,287	48,437,848	0.676	0.57	0.574	3,460.399902	177,267,072	281,711.1875
ZD	2015-10-02	0.073	-0.033	2,633,540	48,437,544	0.672	0.599	2.64	3,462.800049	177,471,920	290,372
ZD	2015-10-09	0.063	-0.01	2,633,540	48,436,936	0.672	0.609	1.348	3,755.800049	177,676,768	373,266.8125
ZD	2015-10-16	0.101	0.038	2,940,704	48,437,836	0.693	0.593	0.537	3,584.399902	177,881,616	375,875.8125
ZD	2015-10-23	0.054	-0.047	2,940,704	48,437,584	0.693	0.639	1.749	3,655.100098	178,086,464	286,926.1875
ZD	2015-10-30	0.113	0.058	3,174,991.75	48,437,136	0.713	0.6	0.791	3,756.300049	178,291,312	307,668
ZD	2015-11-06	0.074	-0.039	3,174,991.75	48,437,740	0.712	0.638	1.082	3,804.300049	178,496,160	435,018.40625
ZD	2015-11-13	0.085	0.012	3,174,991.75	48,523,288	0.711	0.626	1.357	3,729.5	178,700,992	216,577.59375
ZD	2015-11-20	0.073	-0.012	2,826,017	48,522,936	0.689	0.616	1.614	3,945.399902	180,333,632	284,946.59375
ZD	2015-11-27	0.064	-0.01	2,826,017	48,523,472	0.69	0.626	1.422	3,917.300049	181,966,256	227,476
ZD	2015-12-04	0.105	0.042	3,051,533	48,522,864	0.708	0.603	0.763	3,925.5	183,598,880	282,652.8125
ZD	2015-12-11	0.129	0.024	3,051,533	48,523,680	0.708	0.579	0.91	3,760.100098	185,231,504	1,774,721.25
ZD	2015-12-18	0.018	-0.111	3,081,037	48,522,908	0.709	0.691	0.563	3,728.5	186,864,128	549,868.1875
ZD	2015-12-25	0.065	0.047	3,081,037	48,523,720	0.709	0.644	0.664	3,937.699951	188,496,752	286,691.75
ZD	2016-01-01	0.069	0.004	3,332,744	48,522,840	0.719	0.649	0.559	3,994.399902	190,129,376	365,531.25
ZD	2016-01-08	0.016	-0.054	3,332,744	48,523,264	0.719	0.703	0.629	3,713	191,762,000	576,419.1875
ZD	2016-01-15	0.07	0.055	3,399,721	48,522,524	0.729	0.658	1.055	3,586.300049	193,394,624	516,350.59375
ZD	2016-01-22	0.064	-0.006	3,399,721	48,522,772	0.728	0.664	0.339	3,547.5	195,027,248	444,258.5
ZD	2016-01-29	0.071	0.006	3,399,721	48,522,960	0.728	0.657	3.037	3,518.399902	196,659,872	395,409.40625
ZD	2016-02-05	0.059	-0.011	3,562,551	48,522,452	0.729	0.669	0.511	3,241.300049	198,292,496	403,835
ZD	2016-02-12	0.023	-0.037	3,562,551	48,522,820	0.728	0.706	0.534	3,508.199951	199,925,120	846,074.625
ZD	2016-02-19	0.02	-0.003	3,506,616	48,523,092	0.725	0.705	0.901	3,499	201,557,744	551,762.75
ZD	2016-02-26	0.017	-0.003	3,506,616	48,523,728	0.725	0.708	0.482	3,517	203,190,368	402,559.40625
ZD	2016-03-04	-0.006	-0.023	3,755,476	48,667,836	0.736	0.742	1.145	3,613.100098	204,823,008	553,513
ZD	2016-03-11	0.003	0.009	3,755,476	48,668,272	0.736	0.733	1.346	2,828.600098	204,390,896	3,811,810.5
ZD	2016-03-18	-0.017	-0.019	4,482,254	48,668,084	0.766	0.783	1.356	2,970.699951	203,958,800	1,182,805
ZD	2016-03-25	-0.018	-0.002	4,482,254	48,668,240	0.766	0.785	0.592	2,887	203,526,704	552,542.75
ZD	2016-04-01	0.038	0.057	5,084,203	48,667,636	0.79	0.752	1.679	3,006.199951	203,094,592	531,739.8125
ZD	2016-04-08	0.076	0.038	5,084,203	48,668,868	0.79	0.715	0.365	2,946.899902	202,662,496	388,216.59375
ZD	2016-04-15	0.089	0.013	4,927,685	48,668,164	0.785	0.697	0.828	3,033	202,230,400	353,541
ZD	2016-04-22	0.074	-0.014	4,927,685	48,669,172	0.785	0.711	0.419	3,115.800049	201,798,304	422,676.1875
ZD	2016-04-29	0.12	0.046	4,927,685	48,668,132	0.785	0.665	0.481	3,091.399902	201,366,208	367,916.40625
ZD	2016-05-06	0.114	-0.006	5,064,166	48,669,140	0.791	0.676	0.761	3,145	200,934,096	616,560.375
ZD	2016-05-13	0.116	0.001	5,064,166	48,692,456	0.791	0.675	0.427	3,046.199951	200,502,000	493,500.40625
ZD	2016-05-20	0.11	-0.006	4,770,420	48,692,088	0.784	0.674	0.458	3,090	201,371,072	328,684.59375
ZD	2016-05-27	0.123	0.013	4,770,420	48,692,340	0.784	0.661	1.756	3,261.899902	202,240,160	327,198.1875
ZD	2016-06-03	0.149	0.027	5,009,222	48,692,560	0.796	0.646	0.93	3,284.800049	203,109,232	346,805.75
ZD	2016-06-10	0.159	0.01	5,009,222	48,692,472	0.796	0.637	1.009	3,195.199951	203,978,304	329,939.8125
ZD	2016-06-17	0.162	0.003	5,003,705	48,692,468	0.791	0.629	0.424	3,120.699951	204,847,392	406,266.1875

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