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	2011-01-28	-0.127	0	746,090	56,529,916	0.385	0.512	2.775	2,163.399902	247,758,000	167,300
ZBRA	2011-02-04	-0.167	-0.04	545,323	56,527,880	0.337	0.504	2.82	2,280.899902	247,862,256	146,720
ZBRA	2011-02-11	-0.157	0.01	545,323	56,529,864	0.338	0.495	3.536	2,327.899902	247,966,496	136,460
ZBRA	2011-02-18	-0.159	-0.002	583,055	56,529,576	0.346	0.506	5.877	2,226.699951	248,070,752	331,920
ZBRA	2011-02-25	-0.208	-0.049	583,055	55,757,900	0.348	0.556	3.871	2,082	248,175,008	441,575
ZBRA	2011-03-04	-0.209	-0.001	514,952	55,757,656	0.332	0.541	5.574	2,093.699951	247,087,600	369,300
ZBRA	2011-03-11	-0.23	-0.021	514,952	55,758,828	0.332	0.562	4.863	2,020.699951	246,000,192	216,000
ZBRA	2011-03-18	-0.209	0.02	519,456	55,757,572	0.334	0.543	3.087	2,005.599976	244,912,800	294,840
ZBRA	2011-03-25	-0.235	-0.025	519,456	55,758,720	0.335	0.569	4.563	2,223.100098	243,825,408	312,420
ZBRA	2011-04-01	-0.232	0.002	419,875	55,757,880	0.305	0.537	5.106	2,192.399902	242,738,000	202,200
ZBRA	2011-04-08	-0.231	0.001	419,875	55,760,024	0.304	0.534	5.043	2,142.300049	241,650,592	179,760
ZBRA	2011-04-15	-0.173	0.058	513,939	55,758,696	0.329	0.502	6.198	2,116.600098	240,563,184	136,300
ZBRA	2011-04-22	-0.197	-0.024	513,939	55,758,216	0.329	0.526	4.558	2,121.600098	239,475,808	179,100
ZBRA	2011-04-29	-0.175	0.022	513,939	55,759,736	0.329	0.504	4.947	2,190.800049	238,388,400	204,700
ZBRA	2011-05-06	-0.277	-0.102	444,950.03125	54,637,888	0.308	0.585	6.829	2,278.399902	237,300,992	574,000
ZBRA	2011-05-13	-0.284	-0.007	444,950.03125	54,637,164	0.308	0.592	3.597	2,296.399902	237,934,848	370,880
ZBRA	2011-05-20	-0.231	0.053	530,574	54,637,440	0.335	0.566	3.093	2,305.699951	238,568,688	186,840
ZBRA	2011-05-27	-0.236	-0.005	530,574	54,636,908	0.335	0.571	2.919	2,362.5	239,202,544	271,940
ZBRA	2011-06-03	-0.252	-0.016	490,300	54,638,304	0.321	0.573	5.977	2,273.5	239,836,384	340,975
ZBRA	2011-06-10	-0.223	0.029	490,300	54,637,176	0.322	0.545	2.956	2,198.600098	240,470,224	250,680
ZBRA	2011-06-17	-0.2	0.023	659,683.9375	54,638,656	0.356	0.556	2.52	2,185	241,104,080	297,100
ZBRA	2011-06-24	-0.207	-0.008	659,683.9375	54,638,656	0.356	0.563	2.977	2,185	241,737,920	249,880
ZBRA	2011-07-01	-0.174	0.033	569,123.9375	54,637,280	0.331	0.505	4.288	2,342.300049	242,371,776	163,300
ZBRA	2011-07-08	-0.196	-0.021	569,123.9375	54,637,576	0.331	0.526	2.927	2,366.899902	243,005,616	272,525
ZBRA	2011-07-15	-0.222	-0.026	342,093	54,637,640	0.262	0.484	7.699	2,284.399902	243,639,456	140,580
ZBRA	2011-07-22	-0.253	-0.031	342,093	54,637,000	0.262	0.515	7.51	2,333	244,273,312	179,860
ZBRA	2011-07-29	-0.272	-0.019	342,093	54,637,500	0.262	0.534	7.143	2,185.5	244,907,152	198,880
ZBRA	2011-08-05	-0.309	-0.037	329,969	53,858,580	0.262	0.571	6.909	1,866.199951	245,540,992	391,120
ZBRA	2011-08-12	-0.356	-0.047	329,969	53,856,476	0.262	0.618	9.054	1,846.199951	246,097,936	490,600
ZBRA	2011-08-19	-0.288	0.068	394,718.03125	53,857,232	0.284	0.572	7.246	1,720.199951	246,654,864	188,840
ZBRA	2011-08-26	-0.268	0.02	394,718.03125	53,859,132	0.284	0.552	5.227	1,819.900024	247,211,792	178,300
ZBRA	2011-09-02	-0.328	-0.06	278,679	53,856,636	0.245	0.573	8.892	1,818.199951	247,768,720	185,240
ZBRA	2011-09-09	-0.314	0.014	278,679	53,857,668	0.245	0.559	7.709	1,763.300049	248,325,648	183,724.984375
ZBRA	2011-09-16	-0.284	0.03	306,865	53,856,252	0.253	0.537	8.162	1,723.400024	248,882,576	436,700
ZBRA	2011-09-23	-0.325	-0.041	306,865	53,859,168	0.254	0.579	6.39	1,560.300049	249,439,504	389,000
ZBRA	2011-09-30	-0.337	-0.011	310,461	53,859,080	0.253	0.589	5.743	1,666.400024	249,996,432	290,120
ZBRA	2011-10-07	-0.345	-0.008	310,461	53,857,100	0.252	0.596	4.873	1,778.900024	250,553,360	302,860
ZBRA	2011-10-14	-0.266	0.079	310,461	53,858,540	0.253	0.518	8.005	1,873.199951	251,110,288	137,120
ZBRA	2011-10-21	-0.345	-0.08	210,879.015625	53,857,836	0.229	0.574	11.549	1,879.099976	251,667,216	238,460
ZBRA	2011-10-28	-0.309	0.037	210,879.015625	53,857,068	0.229	0.537	10.025	1,974.400024	252,224,144	136,200
ZBRA	2011-11-04	-0.257	0.051	321,472	53,858,436	0.262	0.519	4.686	1,955.599976	252,781,072	181,820
ZBRA	2011-11-11	-0.297	-0.04	321,472	51,962,244	0.262	0.559	7.134	1,954.300049	253,338,000	154,980
ZBRA	2011-11-18	-0.27	0.027	264,781	51,963,360	0.252	0.522	9.208	1,900.300049	252,936,000	152,460
ZBRA	2011-11-25	-0.284	-0.014	264,781	51,962,320	0.252	0.536	5.969	1,792.699951	252,534,000	220,924.984375
ZBRA	2011-12-02	-0.202	0.082	317,983	51,962,664	0.267	0.469	5.328	1,948.599976	252,132,000	181,100
ZBRA	2011-12-09	-0.264	-0.062	317,983	51,963,816	0.267	0.531	8.788	1,981.900024	251,730,000	136,420
ZBRA	2011-12-16	-0.188	0.077	605,283.9375	51,963,804	0.329	0.517	5.098	1,923.699951	251,328,000	189,400
ZBRA	2011-12-23	-0.222	-0.034	605,283.9375	51,963,304	0.329	0.55	3.419	1,897.699951	250,926,000	160,540
ZBRA	2011-12-30	-0.134	0.088	554,298	51,964,788	0.327	0.461	3.484	1,859.300049	250,524,000	67,325
ZBRA	2012-01-06	-0.183	-0.049	554,298	51,962,404	0.327	0.51	2.749	1,824.400024	250,122,000	188,575.015625
ZBRA	2012-01-13	-0.212	-0.029	554,298	51,964,540	0.327	0.538	3.155	1,817.199951	249,720,000	148,000
ZBRA	2012-01-20	-0.117	0.095	549,086	51,963,808	0.336	0.453	3.223	1,952.800049	249,318,000	104,800
ZBRA	2012-01-27	-0.153	-0.036	549,086	51,963,060	0.336	0.489	2.375	1,969.400024	248,916,000	112,340
ZBRA	2012-02-03	-0.102	0.051	619,568	51,964,352	0.348	0.45	2.869	2,040.900024	248,514,000	220,840
ZBRA	2012-02-10	-0.17	-0.068	619,568	51,964,328	0.347	0.518	0.158	2,039.599976	248,112,000	97,840
ZBRA	2012-02-17	-0.16	0.01	910,679	51,964,008	0.427	0.587	2.271	1,992.300049	247,710,000	342,480
ZBRA	2012-02-24	-0.121	0.039	910,679	51,995,344	0.428	0.549	2.848	2,009.099976	247,308,000	238,700
ZBRA	2012-03-02	-0.1	0.022	862,054	51,994,756	0.418	0.518	2.112	1,983.599976	246,964,704	261,560
ZBRA	2012-03-09	-0.129	-0.03	862,054	51,995,428	0.418	0.547	1.893	2,045.5	246,621,408	138,520
ZBRA	2012-03-16	-0.169	-0.04	774,419	51,994,156	0.399	0.568	2.601	2,134.100098	246,278,096	222,100
ZBRA	2012-03-23	-0.138	0.031	774,419	51,995,068	0.399	0.537	2.359	2,108.399902	245,934,800	144,360
ZBRA	2012-03-30	-0.073	0.066	774,803.9375	51,996,112	0.392	0.465	1.96	2,141.199951	245,591,504	118,220
ZBRA	2012-04-06	-0.123	-0.05	774,803.9375	51,994,056	0.392	0.515	2.555	2,099	245,248,192	153,924.984375
ZBRA	2012-04-13	-0.104	0.018	774,803.9375	51,993,700	0.392	0.496	1.773	1,979.400024	244,904,896	192,020
ZBRA	2012-04-20	-0.144	-0.04	743,670	51,994,728	0.395	0.54	2.986	1,973.199951	244,561,600	241,220
ZBRA	2012-04-27	-0.176	-0.032	743,670	51,994,688	0.394	0.57	2.582	1,957.599976	244,218,304	353,920
ZBRA	2012-05-04	-0.181	-0.005	618,094	51,857,336	0.357	0.539	3.766	1,962.800049	243,875,008	298,580
ZBRA	2012-05-11	-0.196	-0.014	618,094	51,856,680	0.358	0.554	2.525	1,946.699951	244,121,312	142,780
ZBRA	2012-05-18	-0.176	0.02	624,495	51,857,100	0.358	0.534	2.693	1,865.300049	244,367,616	153,040
ZBRA	2012-05-25	-0.205	-0.03	624,495	51,856,724	0.359	0.564	3.594	1,773.5	244,613,920	182,160
ZBRA	2012-06-01	-0.158	0.047	679,565	51,857,756	0.364	0.522	3.642	1,691.599976	244,860,224	205,650
ZBRA	2012-06-08	-0.169	-0.011	679,565	51,857,708	0.364	0.533	3.733	1,705.599976	245,106,544	221,940
ZBRA	2012-06-15	-0.178	-0.009	700,415	51,858,160	0.356	0.534	4.116	1,674.5	245,352,848	248,400
ZBRA	2012-06-22	-0.211	-0.033	700,415	51,858,488	0.356	0.567	2.448	1,707.699951	245,599,152	305,320
ZBRA	2012-06-29	-0.167	0.044	700,415	51,856,808	0.355	0.522	4.776	1,781.800049	245,845,456	169,840
ZBRA	2012-07-06	-0.226	-0.058	599,002	51,856,552	0.329	0.554	3.206	1,756.900024	246,091,776	150,375.015625
ZBRA	2012-07-13	-0.128	0.098	599,002	51,858,324	0.329	0.456	2.585	1,749.699951	246,338,080	180,560
ZBRA	2012-07-20	-0.208	-0.08	710,666	51,856,700	0.344	0.552	2.472	1,823.800049	246,584,384	193,100
ZBRA	2012-07-27	-0.2	0.008	710,666	51,858,456	0.344	0.544	2.865	1,861.199951	246,830,688	247,520
ZBRA	2012-08-03	-0.238	-0.039	699,578	51,682,972	0.346	0.584	3.198	1,848.699951	247,076,992	305,840
ZBRA	2012-08-10	-0.182	0.056	699,578	51,681,972	0.348	0.53	2.95	1,800.599976	247,431,280	125,060
ZBRA	2012-08-17	-0.085	0.097	1,097,671	51,682,904	0.434	0.519	1.721	1,910.199951	247,785,568	163,840
ZBRA	2012-08-24	-0.1	-0.015	1,097,671	51,684,240	0.434	0.535	1.457	1,911.800049	248,139,856	179,020
ZBRA	2012-08-31	-0.031	0.069	1,065,573	51,684,100	0.432	0.463	1.447	1,927.300049	248,494,144	208,900
ZBRA	2012-09-07	-0.096	-0.065	1,065,573	51,684,456	0.433	0.529	2.142	1,985.199951	248,848,432	237,150
ZBRA	2012-09-14	-0.11	-0.014	1,065,573	51,684,456	0.433	0.543	1.559	1,985.199951	249,202,720	223,480
ZBRA	2012-09-21	-0.106	0.004	1,070,104	51,683,116	0.44	0.547	1.595	1,989.800049	249,556,992	222,700
ZBRA	2012-09-28	-0.127	-0.021	1,070,104	51,683,112	0.44	0.567	2.808	1,937.599976	249,911,280	196,020
ZBRA	2012-10-05	-0.11	0.017	1,068,799	51,683,428	0.439	0.549	1.574	1,952.599976	250,265,568	191,640
ZBRA	2012-10-12	-0.102	0.008	1,068,799	51,682,652	0.438	0.54	2.109	1,885.900024	250,619,856	141,160
ZBRA	2012-10-19	-0.012	0.09	1,094,270	51,682,320	0.48	0.492	1.9	1,870.900024	250,974,144	264,740
ZBRA	2012-10-26	-0.087	-0.075	1,094,270	51,683,140	0.48	0.566	1.486	1,830.099976	251,328,432	148,740
ZBRA	2012-11-02	-0.057	0.03	1,017,827	51,684,216	0.469	0.525	2.704	1,865.800049	251,682,720	227,766.671875
ZBRA	2012-11-09	-0.117	-0.061	1,017,827	50,857,588	0.475	0.593	1.4	1,939.199951	252,036,992	220,180
ZBRA	2012-11-16	-0.031	0.086	1,005,564.0625	50,858,832	0.473	0.504	1.762	1,895	252,113,136	100,420
ZBRA	2012-11-23	-0.01	0.022	1,005,564.0625	50,857,656	0.473	0.483	2.732	1,986.5	252,189,264	60,125
ZBRA	2012-11-30	-0.078	-0.069	900,450	50,857,508	0.433	0.511	4.147	1,980.900024	252,265,408	141,580
ZBRA	2012-12-07	-0.112	-0.034	900,450	50,858,664	0.432	0.544	2.056	2,007.900024	252,341,536	140,400
ZBRA	2012-12-14	-0.019	0.093	900,450	50,857,808	0.432	0.452	1.821	1,974.300049	252,417,664	107,520
ZBRA	2012-12-21	-0.093	-0.073	956,147	50,858,076	0.429	0.522	2.45	2,021.099976	252,493,792	275,460

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