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paperswithbacktest
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Stocks-Weekly-ShortOverShorted

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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
ZION	2013-06-21	0.14	0.004	14,691,082	184,249,376	0.799	0.659	0.53	5,142.399902	572,719,488	2,581,000
ZION	2013-06-28	0.134	-0.006	14,691,082	184,249,648	0.799	0.665	0.694	5,328.5	573,444,544	2,033,600
ZION	2013-07-05	0.163	0.028	13,911,350	184,249,280	0.786	0.624	0.42	5,706.200195	574,169,600	2,175,500
ZION	2013-07-12	0.125	-0.037	13,911,350	184,250,912	0.786	0.661	1	5,522	574,894,720	2,933,000
ZION	2013-07-19	0.172	0.047	13,944,828	184,248,768	0.785	0.613	0.677	5,628.799805	575,619,776	1,901,400.125
ZION	2013-07-26	0.118	-0.054	13,944,828	184,250,432	0.786	0.667	0.49	5,444.600098	576,344,832	2,689,800
ZION	2013-08-02	0.161	0.042	14,421,242	184,248,768	0.789	0.628	0.65	5,555.100098	577,069,952	1,824,600.125
ZION	2013-08-09	0.14	-0.021	14,421,242	184,523,568	0.79	0.65	0.642	5,441.600098	577,795,008	1,634,800
ZION	2013-08-16	0.147	0.008	13,274,021	184,521,824	0.784	0.637	0.588	5,325.299805	575,140,288	1,996,000
ZION	2013-08-23	0.106	-0.042	13,274,021	184,523,232	0.784	0.679	1.274	5,437.899902	572,485,696	1,478,800
ZION	2013-08-30	0.167	0.062	14,303,841	184,522,704	0.793	0.626	1.079	5,161.100098	569,830,912	1,264,000
ZION	2013-09-06	0.122	-0.045	14,303,841	184,523,888	0.793	0.671	1.185	5,290.299805	567,176,256	1,744,750
ZION	2013-09-13	0.204	0.082	14,303,841	184,522,240	0.793	0.589	1.061	5,349.299805	564,521,536	1,239,800.125
ZION	2013-09-20	0.134	-0.07	12,685,396	184,522,704	0.775	0.641	0.645	5,161.100098	561,866,816	2,508,000
ZION	2013-09-27	0.129	-0.005	12,685,396	184,522,512	0.775	0.646	0.728	5,043	559,212,160	2,123,200
ZION	2013-10-04	0.143	0.014	13,116,897	184,522,272	0.776	0.633	0.809	5,137.100098	556,557,440	1,679,200
ZION	2013-10-11	0.11	-0.033	13,116,897	184,523,312	0.776	0.666	0.541	5,225.700195	553,902,784	1,907,800.125
ZION	2013-10-18	0.11	0	14,281,547	184,523,568	0.788	0.678	0.885	5,519.100098	551,248,064	2,009,799.875
ZION	2013-10-25	0.115	0.005	14,281,547	184,521,232	0.788	0.673	0.62	5,260.700195	548,593,408	4,444,200
ZION	2013-11-01	0.181	0.066	14,222,133	184,521,472	0.787	0.606	0.712	5,244.100098	545,938,688	1,798,599.875
ZION	2013-11-08	0.128	-0.053	14,222,133	184,615,392	0.788	0.66	0.285	5,472	543,283,968	1,963,800.125
ZION	2013-11-15	0.169	0.041	15,017,035	184,616,432	0.796	0.627	0.604	5,390.799805	536,703,936	1,444,800
ZION	2013-11-22	0.116	-0.053	15,017,035	184,613,808	0.796	0.68	0.497	5,425.799805	530,123,872	1,916,400
ZION	2013-11-29	0.201	0.085	15,017,035	184,616,432	0.796	0.595	0.644	5,414.799805	523,543,808	1,316,500
ZION	2013-12-06	0.142	-0.059	14,372,276	184,614,864	0.792	0.651	0.495	5,488.600098	516,963,776	1,511,000.125
ZION	2013-12-13	0.133	-0.008	14,372,276	184,615,392	0.793	0.659	0.92	5,256	510,383,712	2,181,400
ZION	2013-12-20	0.154	0.021	14,191,799	184,616,704	0.789	0.635	0.643	5,394.5	503,803,648	3,809,999.75
ZION	2013-12-27	0.152	-0.002	14,191,799	184,615,648	0.789	0.637	0.88	5,499.700195	497,223,584	952,750
ZION	2014-01-03	0.189	0.037	14,223,107	184,614,864	0.789	0.6	0.693	5,512.600098	490,643,520	1,112,750
ZION	2014-01-10	0.142	-0.047	14,223,107	184,614,112	0.789	0.647	1.331	5,549.5	484,063,456	1,748,800
ZION	2014-01-17	0.164	0.022	12,504,244	184,615,392	0.774	0.61	0.835	5,568	477,483,424	1,584,800
ZION	2014-01-24	0.066	-0.098	12,504,244	184,614,624	0.773	0.707	1	5,580.899902	470,903,360	3,685,500
ZION	2014-01-31	0.121	0.055	13,421,336	184,615,664	0.782	0.661	0.545	5,307.700195	464,323,296	2,765,400
ZION	2014-02-07	0.083	-0.038	13,421,336	184,614,560	0.782	0.699	0.732	5,340.899902	457,743,232	2,507,800
ZION	2014-02-14	0.161	0.078	13,421,336	184,614,896	0.782	0.621	0.673	5,704.600098	451,163,168	2,122,200
ZION	2014-02-21	0.125	-0.036	13,272,504	184,613,824	0.773	0.648	0.676	5,521.799805	444,583,104	2,270,250
ZION	2014-02-28	0.051	-0.074	13,272,504	184,615,392	0.774	0.722	0.466	5,760	438,003,072	1,788,600.125
ZION	2014-03-07	0.09	0.039	13,782,398	184,868,544	0.775	0.684	0.719	5,836.299805	431,423,008	1,505,799.875
ZION	2014-03-14	0.07	-0.021	13,782,398	184,870,816	0.775	0.706	0.463	5,795.700195	445,197,568	1,579,399.875
ZION	2014-03-21	0.093	0.023	13,584,932	184,868,752	0.777	0.684	1.538	5,775.299805	458,972,096	5,345,000
ZION	2014-03-28	0.033	-0.06	13,584,932	184,869,600	0.778	0.744	0.999	5,599.700195	472,746,656	4,918,400
ZION	2014-04-04	0.09	0.057	13,741,531	184,870,880	0.772	0.682	1.209	5,799.399902	486,521,216	3,016,200
ZION	2014-04-11	0.104	0.014	13,741,531	184,871,712	0.772	0.668	0.748	5,403.799805	500,295,776	2,645,199.75
ZION	2014-04-18	0.079	-0.026	17,504,064	184,870,944	0.802	0.723	0.703	5,586.799805	514,070,336	2,671,750
ZION	2014-04-25	0.082	0.003	17,504,064	184,868,976	0.802	0.72	0.594	5,361.200195	527,844,896	2,435,000
ZION	2014-05-02	0.152	0.07	18,080,704	184,871,712	0.801	0.649	0.682	5,331.700195	541,619,456	2,046,400
ZION	2014-05-09	0.128	-0.024	18,080,704	184,896,688	0.801	0.673	0.44	5,369.399902	555,393,984	2,363,599.75
ZION	2014-05-16	0.124	-0.004	15,776,961	184,896,496	0.783	0.659	0.869	5,180.799805	558,482,816	2,626,400
ZION	2014-05-23	0.154	0.03	15,776,961	184,896,240	0.783	0.629	0.696	5,256.600098	561,571,712	1,231,600
ZION	2014-05-30	0.165	0.011	14,084,731	184,896,816	0.764	0.599	1.108	5,286.200195	564,660,544	1,281,250
ZION	2014-06-06	0.091	-0.074	14,084,731	184,894,256	0.764	0.673	0.81	5,508	567,749,376	1,410,800
ZION	2014-06-13	0.177	0.086	14,084,731	184,895,344	0.764	0.587	0.531	5,476.600098	570,838,208	1,605,400.125
ZION	2014-06-20	0.132	-0.045	11,850,118	184,895,392	0.734	0.603	0.748	5,567.200195	573,927,104	2,086,800
ZION	2014-06-27	0.119	-0.012	11,850,118	184,895,424	0.735	0.615	1.057	5,480.299805	577,015,936	1,699,200
ZION	2014-07-04	0.145	0.026	11,680,187	184,894,176	0.726	0.581	0.967	5,504.299805	580,104,768	1,513,750
ZION	2014-07-11	0.121	-0.024	11,680,187	184,895,616	0.726	0.604	0.802	5,491.399902	583,193,600	1,814,200.125
ZION	2014-07-18	0.156	0.034	12,526,773	184,895,744	0.734	0.578	1.329	5,321.299805	586,282,432	1,927,800.125
ZION	2014-07-25	0.161	0.005	12,526,773	184,896,880	0.734	0.573	0.593	5,558	589,371,328	2,228,200
ZION	2014-08-01	0.154	-0.007	12,481,413	184,894,208	0.742	0.588	1.086	5,243.600098	592,460,160	7,564,600
ZION	2014-08-08	0.157	0.003	12,481,413	202,780,960	0.726	0.568	0.717	5,665.700195	595,548,992	3,291,800
ZION	2014-08-15	0.249	0.092	12,664,550	202,781,456	0.729	0.48	0.636	5,701.200195	594,932,416	1,670,400
ZION	2014-08-22	0.207	-0.042	12,664,550	202,782,352	0.729	0.522	0.706	5,888.799805	594,315,776	2,202,800.25
ZION	2014-08-29	0.234	0.026	12,664,550	202,783,120	0.729	0.495	0.731	5,909.100098	593,699,136	1,963,600
ZION	2014-09-05	0.211	-0.023	11,649,316	202,782,944	0.715	0.504	1.133	5,894.899902	593,082,560	2,116,750
ZION	2014-09-12	0.225	0.015	11,649,316	202,782,272	0.715	0.49	0.842	5,998.299805	592,465,856	2,100,200
ZION	2014-09-19	0.222	-0.003	11,075,344	202,782,416	0.706	0.484	0.904	6,085.5	591,849,280	3,533,199.75
ZION	2014-09-26	0.206	-0.017	11,075,344	202,781,392	0.704	0.498	0.764	5,927.299805	591,232,704	2,777,400
ZION	2014-10-03	0.204	-0.002	11,404,744	202,783,360	0.705	0.501	0.545	5,850.299805	590,616,064	2,461,000
ZION	2014-10-10	0.177	-0.027	11,404,744	202,780,816	0.705	0.528	0.881	5,542	589,999,488	2,359,000
ZION	2014-10-17	0.15	-0.027	11,153,355	202,783,888	0.694	0.545	0.808	5,339.299805	589,382,848	4,170,400
ZION	2014-10-24	0.189	0.039	11,153,355	202,782,432	0.694	0.505	0.877	5,582.600098	588,766,208	3,424,600
ZION	2014-10-31	0.217	0.028	11,582,878	202,782,192	0.7	0.483	0.714	5,874.600098	588,149,632	1,946,000
ZION	2014-11-07	0.205	-0.012	11,582,878	202,932,256	0.701	0.495	0.816	6,021	587,532,992	1,748,400
ZION	2014-11-14	0.219	0.013	11,582,878	202,930,672	0.702	0.483	1.107	5,913.399902	585,077,120	1,571,399.875
ZION	2014-11-21	0.235	0.016	12,534,362	202,933,520	0.72	0.485	0.584	5,921.600098	582,621,248	1,925,600
ZION	2014-11-28	0.223	-0.012	12,534,362	202,932,992	0.72	0.496	0.45	5,694.299805	580,165,376	1,604,500
ZION	2014-12-05	0.228	0.005	12,937,750	202,933,568	0.728	0.5	0.576	5,803.899902	577,709,504	2,735,600.25
ZION	2014-12-12	0.205	-0.023	12,937,750	202,931,808	0.728	0.523	0.741	5,475.100098	575,253,632	3,055,600.25
ZION	2014-12-19	0.231	0.026	12,017,492	202,930,624	0.717	0.487	0.566	5,761.200195	572,797,760	4,484,400
ZION	2014-12-26	0.212	-0.019	12,017,492	202,930,672	0.717	0.505	0.496	5,795.700195	570,341,888	1,595,250
ZION	2015-01-02	0.218	0.006	12,594,789	202,933,904	0.727	0.509	0.491	5,741	567,886,016	1,582,500
ZION	2015-01-09	0.192	-0.026	12,594,789	202,931,696	0.727	0.535	0.656	5,288.399902	565,430,144	4,174,200
ZION	2015-01-16	0.249	0.057	14,685,026	202,933,824	0.763	0.514	0.888	5,028.700195	562,974,272	3,304,399.75
ZION	2015-01-23	0.232	-0.017	14,685,026	202,930,288	0.763	0.531	0.99	5,034.700195	560,518,400	2,289,250
ZION	2015-01-30	0.195	-0.036	15,703,191	202,934,048	0.771	0.576	0.377	4,862.299805	558,062,528	3,286,400
ZION	2015-02-06	0.223	0.028	15,703,191	202,932,160	0.772	0.549	0.455	5,294.5	555,606,656	3,036,200
ZION	2015-02-13	0.241	0.018	15,703,191	202,933,136	0.773	0.531	0.874	5,341.200195	553,150,720	2,125,800
ZION	2015-02-20	0.252	0.011	14,946,788	202,932,016	0.763	0.511	0.558	5,343.200195	550,694,848	1,819,250
ZION	2015-02-27	0.251	-0.001	14,946,788	203,194,304	0.763	0.511	0.551	5,432.399902	548,238,976	1,899,200
ZION	2015-03-06	0.227	-0.025	12,706,470	203,193,120	0.731	0.505	0.938	5,555.299805	547,481,280	3,148,400.25
ZION	2015-03-13	0.225	-0.001	12,706,470	203,193,184	0.732	0.506	1.13	5,606.100098	546,723,584	3,055,200
ZION	2015-03-20	0.225	0	13,154,685	203,194,896	0.742	0.517	0.53	5,577.700195	545,965,888	3,675,800
ZION	2015-03-27	0.209	-0.016	13,154,685	203,194,544	0.742	0.533	0.566	5,368.399902	545,208,192	1,846,200.125
ZION	2015-04-03	0.301	0.091	15,147,498	203,194,400	0.76	0.459	0.376	5,508.600098	544,450,496	1,502,750
ZION	2015-04-10	0.225	-0.076	15,147,498	203,194,288	0.761	0.536	1.071	5,553.299805	543,692,800	1,747,600
ZION	2015-04-17	0.267	0.042	14,788,999	203,194,592	0.755	0.489	0.667	5,565.5	542,935,104	1,628,999.875
ZION	2015-04-24	0.247	-0.02	14,788,999	203,194,496	0.755	0.509	0.823	5,610.200195	542,177,408	2,183,000
ZION	2015-05-01	0.291	0.044	16,075,594	203,192,096	0.771	0.48	0.661	5,754.399902	541,419,712	2,123,600
ZION	2015-05-08	0.247	-0.044	16,075,594	203,210,304	0.773	0.526	0.85	5,836.200195	540,662,016	2,252,000
ZION	2015-05-15	0.287	0.04	14,994,910	203,208,080	0.762	0.475	0.584	5,840.200195	531,654,080	1,540,000

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