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
ZBRA	2012-12-28	-0.084	0.009	956,147	50,859,116	0.43	0.513	1.835	1,989.099976	252,569,952	111,400
ZBRA	2013-01-04	-0.105	-0.021	854,743	50,858,080	0.419	0.524	2.436	2,068.5	252,646,064	155,900
ZBRA	2013-01-11	-0.074	0.031	854,743	50,857,140	0.419	0.493	2.115	2,100.399902	252,722,208	122,740
ZBRA	2013-01-18	-0.081	-0.006	783,562	50,857,212	0.425	0.505	2.004	2,112.100098	252,798,336	140,740
ZBRA	2013-01-25	-0.106	-0.025	783,562	50,858,608	0.425	0.531	2.721	2,179.800049	252,874,464	143,024.984375
ZBRA	2013-02-01	-0.136	-0.03	690,046	50,859,104	0.391	0.527	2.894	2,220	252,950,592	284,620
ZBRA	2013-02-08	-0.12	0.015	690,046	50,857,732	0.391	0.512	3.16	2,241.300049	253,026,736	164,620
ZBRA	2013-02-15	-0.119	0.001	572,562	50,858,736	0.352	0.471	3.517	2,286.100098	253,102,864	178,920
ZBRA	2013-02-22	-0.166	-0.046	572,562	50,951,120	0.352	0.518	3.379	2,303.5	253,179,008	154,024.984375
ZBRA	2013-03-01	-0.16	0.006	572,562	50,951,192	0.353	0.513	3	2,244.399902	251,554,800	134,740
ZBRA	2013-03-08	-0.149	0.01	529,723	50,950,268	0.337	0.486	2.457	2,294.800049	249,930,592	250,640
ZBRA	2013-03-15	-0.132	0.018	532,637	50,950,940	0.336	0.467	3.423	2,357.5	248,306,400	178,880
ZBRA	2013-03-22	-0.189	-0.057	532,637	50,951,864	0.336	0.525	3.967	2,349.899902	246,682,208	117,600
ZBRA	2013-03-29	-0.156	0.033	532,637	50,950,560	0.336	0.492	3.465	2,401.300049	245,058,000	112,925
ZBRA	2013-04-05	-0.179	-0.022	566,443	50,951,956	0.347	0.526	3.061	2,290.800049	243,433,792	135,400
ZBRA	2013-04-12	-0.151	0.028	548,216	50,950,412	0.346	0.497	3.341	2,342.699951	241,809,600	82,420
ZBRA	2013-04-19	-0.144	0.007	548,216	50,950,136	0.347	0.491	3.642	2,268.300049	240,185,408	119,620
ZBRA	2013-04-26	-0.11	0.035	548,216	50,950,820	0.347	0.456	2.834	2,331	238,561,200	90,140
ZBRA	2013-05-03	-0.082	0.028	567,487	50,922,508	0.348	0.43	3.654	2,346	236,936,992	241,080
ZBRA	2013-05-10	-0.127	-0.045	567,487	50,923,140	0.349	0.476	3.034	2,372	238,095,792	201,980
ZBRA	2013-05-17	-0.109	0.019	650,083.9375	50,924,040	0.371	0.479	2.481	2,353.199951	239,254,576	172,000
ZBRA	2013-05-24	-0.151	-0.042	650,083.9375	50,923,544	0.37	0.521	2.197	2,337.899902	240,413,360	133,820
ZBRA	2013-05-31	-0.142	0.009	637,426	50,922,036	0.369	0.511	5.382	2,325.100098	241,572,144	137,324.984375
ZBRA	2013-06-07	-0.152	-0.01	637,426	50,923,484	0.369	0.521	3.533	2,316	242,730,928	171,140
ZBRA	2013-06-14	-0.105	0.046	637,426	50,922,500	0.37	0.475	4.615	2,312.899902	243,889,712	84,800
ZBRA	2013-06-21	-0.129	-0.024	559,533	50,923,360	0.351	0.481	3.314	2,239.100098	245,048,496	136,480
ZBRA	2013-06-28	-0.159	-0.03	559,533	50,923,116	0.352	0.511	4.565	2,212.100098	246,207,280	250,500
ZBRA	2013-07-05	-0.098	0.061	573,151	50,923,632	0.348	0.446	3.153	2,260.5	247,366,064	153,200
ZBRA	2013-07-12	-0.162	-0.063	573,151	50,922,912	0.347	0.509	3.094	2,345	248,524,864	180,540
ZBRA	2013-07-19	-0.177	-0.015	537,074	50,923,240	0.331	0.508	3.539	2,355.199951	249,683,648	118,400
ZBRA	2013-07-26	-0.149	0.028	537,074	50,923,280	0.33	0.479	4.849	2,349.600098	250,842,432	95,100
ZBRA	2013-08-02	-0.166	-0.017	531,241	50,922,848	0.324	0.49	2.882	2,422.399902	252,001,216	168,660
ZBRA	2013-08-09	-0.179	-0.013	531,241	50,768,420	0.324	0.504	4.229	2,411.5	253,160,000	149,280
ZBRA	2013-08-16	-0.095	0.085	521,372	50,768,092	0.342	0.436	3.916	2,399.300049	253,957,152	113,840
ZBRA	2013-08-23	-0.154	-0.059	521,372	50,769,064	0.342	0.496	4.597	2,402.899902	254,754,304	156,380
ZBRA	2013-08-30	-0.15	0.004	498,661	50,769,740	0.339	0.489	3.026	2,315.100098	255,551,456	120,740
ZBRA	2013-09-06	-0.174	-0.025	498,661	50,768,896	0.339	0.514	3.247	2,324.199951	256,348,608	291,200
ZBRA	2013-09-13	-0.187	-0.013	498,661	50,769,744	0.339	0.526	3.447	2,268.899902	257,145,776	251,560
ZBRA	2013-09-20	-0.217	-0.029	471,660	50,769,056	0.316	0.532	4.22	2,257.699951	257,942,928	249,940
ZBRA	2013-09-27	-0.215	0.001	471,660	50,768,892	0.316	0.531	4.382	2,311	258,740,080	229,940
ZBRA	2013-10-04	-0.235	-0.02	443,144	50,769,560	0.297	0.532	3.925	2,361.800049	259,537,248	263,380
ZBRA	2013-10-11	-0.23	0.005	443,144	50,769,560	0.297	0.527	5.559	2,394.800049	260,334,384	198,600
ZBRA	2013-10-18	0.039	0.269	1,085,338	50,768,264	0.525	0.486	1.446	2,431.800049	261,131,536	175,500
ZBRA	2013-10-25	-0	-0.04	1,085,338	50,768,252	0.525	0.526	1.621	2,398.800049	261,928,688	120,100
ZBRA	2013-11-01	0.073	0.074	1,332,113	50,768,436	0.575	0.502	1.235	2,451.100098	262,725,840	210,360
ZBRA	2013-11-08	0.037	-0.037	1,332,113	50,266,692	0.579	0.543	1.164	2,544.5	263,523,008	454,900
ZBRA	2013-11-15	0.063	0.026	1,324,080	50,267,752	0.584	0.521	1.427	2,590.800049	264,924,064	159,000
ZBRA	2013-11-22	0.045	-0.018	1,324,080	50,267,872	0.584	0.539	1.619	2,608.399902	266,325,136	164,580
ZBRA	2013-11-29	0.14	0.095	1,324,080	50,268,132	0.583	0.443	1.466	2,605.899902	267,726,208	87,000
ZBRA	2013-12-06	0.021	-0.119	1,069,252	50,268,028	0.538	0.517	1.537	2,606.899902	269,127,264	225,440
ZBRA	2013-12-13	0.013	-0.007	1,069,252	50,268,392	0.538	0.525	1.805	2,528.5	270,528,320	169,400
ZBRA	2013-12-20	0.033	0.019	1,064,497	50,267,708	0.538	0.505	1.914	2,647.600098	271,929,408	221,820
ZBRA	2013-12-27	0.022	-0.011	1,064,497	50,267,940	0.538	0.516	2.193	2,739.100098	273,330,464	221,724.984375
ZBRA	2014-01-03	0.016	-0.006	989,549	50,266,892	0.523	0.507	2.874	2,693.300049	274,731,520	141,524.984375
ZBRA	2014-01-10	0.014	-0.003	989,549	50,267,136	0.523	0.51	1.682	2,728.5	276,132,608	179,020
ZBRA	2014-01-17	-0.023	-0.036	819,725	50,267,312	0.477	0.5	2.485	2,707.899902	277,533,664	122,660
ZBRA	2014-01-24	-0.022	0.001	819,725	50,267,516	0.477	0.499	2.791	2,668.199951	278,934,720	157,950
ZBRA	2014-01-31	0.009	0.03	771,909	50,267,468	0.461	0.453	2.792	2,762.699951	280,335,808	259,280
ZBRA	2014-02-07	-0.068	-0.076	771,909	50,267,304	0.461	0.529	2.984	2,745.600098	281,736,864	231,420
ZBRA	2014-02-14	-0.031	0.036	771,909	50,268,052	0.461	0.493	3.752	2,813	283,137,920	210,980
ZBRA	2014-02-21	-0.14	-0.108	780,912	50,368,360	0.457	0.597	3.985	3,336.399902	284,539,008	818,000
ZBRA	2014-02-28	-0.135	0.004	780,912	50,369,624	0.457	0.592	3.392	3,475	284,878,016	387,820
ZBRA	2014-03-07	-0.113	0.023	798,451.9375	50,369,636	0.445	0.557	2.228	3,556.600098	285,216,992	300,980
ZBRA	2014-03-14	-0.127	-0.014	798,451.9375	50,368,760	0.446	0.572	3.691	3,469.399902	285,556,000	297,680
ZBRA	2014-03-21	-0.222	-0.096	549,366	50,369,488	0.348	0.57	3.081	3,585.300049	285,895,008	310,760
ZBRA	2014-03-28	-0.209	0.013	549,366	50,369,668	0.348	0.557	3.055	3,460.899902	286,233,984	178,880
ZBRA	2014-04-04	-0.227	-0.018	503,011	50,369,392	0.313	0.54	3.687	3,436.199951	286,572,992	312,100
ZBRA	2014-04-11	-0.244	-0.017	503,011	50,368,320	0.313	0.557	5.867	3,364.100098	286,912,000	307,840
ZBRA	2014-04-18	-0.323	-0.079	477,990.03125	50,368,384	0.299	0.622	5.488	3,199.399902	287,251,008	1,859,950
ZBRA	2014-04-25	-0.343	-0.02	477,990.03125	50,369,276	0.299	0.642	4.167	3,410	287,590,016	976,960
ZBRA	2014-05-02	-0.352	-0.008	503,912	50,368,464	0.304	0.655	5.291	3,622.5	287,929,024	705,619.9375
ZBRA	2014-05-09	-0.358	-0.006	503,912	50,488,992	0.304	0.662	5.467	3,737.699951	288,268,000	1,002,140.0625
ZBRA	2014-05-16	-0.215	0.143	855,955	50,488,244	0.419	0.634	2.696	3,650.300049	288,279,776	594,960
ZBRA	2014-05-23	-0.179	0.036	855,955	50,488,204	0.419	0.598	2.27	3,702.300049	288,291,552	407,160
ZBRA	2014-05-30	-0.166	0.014	932,665	50,488,560	0.429	0.594	2.455	3,751.300049	288,303,296	448,300
ZBRA	2014-06-06	-0.185	-0.02	932,665	50,489,052	0.429	0.614	2.017	3,943.699951	288,315,072	598,600
ZBRA	2014-06-13	-0.193	-0.007	932,665	50,488,796	0.429	0.621	4.197	3,852.800049	288,326,848	369,180
ZBRA	2014-06-20	-0.214	-0.021	788,266	50,489,292	0.383	0.596	2.302	3,983.100098	288,338,624	712,720
ZBRA	2014-06-27	-0.218	-0.004	788,266	50,488,828	0.383	0.6	2.829	4,090.100098	288,350,400	689,980.0625
ZBRA	2014-07-04	-0.218	-0.001	917,269	50,488,408	0.424	0.643	2.736	4,310.700195	288,362,144	507,150.03125
ZBRA	2014-07-11	-0.168	0.05	917,269	50,489,292	0.424	0.592	2.591	4,220.399902	288,373,920	437,100
ZBRA	2014-07-18	-0.2	-0.033	981,130	50,488,432	0.432	0.633	2.709	4,145.100098	288,385,696	488,780
ZBRA	2014-07-25	-0.122	0.078	981,130	50,488,732	0.432	0.554	1.627	4,121.899902	288,397,472	249,640
ZBRA	2014-08-01	-0.026	0.096	1,465,932	50,489,356	0.56	0.586	1.683	4,054.800049	288,409,216	351,040
ZBRA	2014-08-08	-0.046	-0.02	1,465,932	50,770,460	0.558	0.603	1.532	3,815.399902	288,420,992	637,820.0625
ZBRA	2014-08-15	-0.075	-0.029	1,213,067	50,769,232	0.508	0.583	2.013	3,814.800049	289,563,392	377,580
ZBRA	2014-08-22	-0.067	0.008	1,213,067	50,770,132	0.508	0.575	1.745	3,909.300049	290,705,760	297,780
ZBRA	2014-08-29	-0.046	0.022	1,213,067	50,770,216	0.508	0.554	1.75	3,961.600098	291,848,160	200,040
ZBRA	2014-09-05	-0.075	-0.029	1,290,490	50,770,452	0.526	0.601	1.832	3,835.199951	292,990,528	424,350.03125
ZBRA	2014-09-12	-0.051	0.023	1,290,490	50,769,644	0.526	0.577	1.479	3,766.600098	294,132,928	340,440
ZBRA	2014-09-19	-0.14	-0.089	828,883.9375	50,769,336	0.399	0.539	2.159	3,761.5	295,275,296	330,160
ZBRA	2014-09-26	-0.186	-0.046	828,883.9375	50,769,964	0.398	0.583	2.792	3,745.300049	296,417,696	376,143.59375
ZBRA	2014-10-03	-0.189	-0.003	880,665	50,770,428	0.398	0.587	2.943	3,584.899902	297,560,032	829,352.1875
ZBRA	2014-10-10	-0.237	-0.048	880,665	50,769,228	0.397	0.634	3.475	3,280.199951	298,702,464	534,938.625
ZBRA	2014-10-17	-0.274	-0.037	713,010	50,770,512	0.343	0.617	3.295	3,350.600098	299,844,832	871,746
ZBRA	2014-10-24	-0.287	-0.013	713,010	50,770,556	0.342	0.629	3.141	3,518.399902	300,987,232	454,418.59375
ZBRA	2014-10-31	-0.308	-0.021	559,672	50,770,168	0.303	0.61	5.72	3,744.300049	302,129,600	399,277.1875
ZBRA	2014-11-07	-0.353	-0.045	559,672	50,921,616	0.302	0.655	4.421	3,696.399902	303,272,000	1,035,286.375
ZBRA	2014-11-14	-0.312	0.041	559,672	50,922,332	0.302	0.614	4.54	3,599.699951	328,921,408	400,283.40625
ZBRA	2014-11-21	-0.337	-0.024	549,655	50,922,120	0.302	0.639	4.061	3,694.399902	354,570,848	401,413.8125

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