Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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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	2015-05-22	0.255	-0.032	14,994,910	203,208,128	0.762	0.507	0.563	5,897.100098	522,646,144	1,327,200
ZION	2015-05-29	0.311	0.056	14,994,910	203,209,840	0.762	0.45	0.6	5,868.700195	513,638,240	1,719,250
ZION	2015-06-05	0.25	-0.061	15,860,492	203,209,808	0.764	0.514	0.509	6,470.200195	504,630,304	6,046,600
ZION	2015-06-12	0.257	0.007	15,860,492	203,208,128	0.764	0.507	0.432	6,492.5	495,622,400	3,369,000
ZION	2015-06-19	0.286	0.029	15,051,573	203,209,648	0.756	0.47	0.789	6,407.200195	486,614,464	3,050,200
ZION	2015-06-26	0.239	-0.047	15,051,573	203,209,744	0.756	0.517	0.528	6,603.299805	477,606,528	1,995,800.125
ZION	2015-07-03	0.244	0.005	14,505,746	203,210,032	0.741	0.497	1.409	6,400.100098	468,598,624	2,388,250
ZION	2015-07-10	0.183	-0.061	14,505,746	203,209,792	0.741	0.557	0.626	6,305.600098	459,590,688	3,788,200
ZION	2015-07-17	0.183	0	13,178,146	203,210,640	0.72	0.537	0.933	6,183.700195	450,582,784	3,363,599.75
ZION	2015-07-24	0.18	-0.004	13,178,146	203,208,032	0.72	0.54	0.959	6,378.700195	441,574,848	4,490,600
ZION	2015-07-31	0.16	-0.02	12,504,162	203,209,360	0.713	0.553	0.63	6,338.100098	432,566,912	2,459,800
ZION	2015-08-07	0.169	0.009	12,504,162	204,169,936	0.713	0.544	0.469	6,272.100098	423,559,008	2,281,400
ZION	2015-08-14	0.165	-0.004	12,504,162	204,170,496	0.714	0.55	0.678	6,227.200195	432,356,608	2,092,199.875
ZION	2015-08-21	0.156	-0.009	12,127,157	204,168,448	0.711	0.555	0.588	5,745.299805	441,154,240	3,413,400
ZION	2015-08-28	0.114	-0.041	12,127,157	204,170,128	0.711	0.597	1.139	5,904.600098	449,951,840	4,334,000
ZION	2015-09-04	0.166	0.052	12,437,786	204,169,936	0.713	0.547	0.667	5,718.799805	458,749,472	2,673,800
ZION	2015-09-11	0.164	-0.002	12,437,786	204,170,784	0.713	0.549	0.882	5,786.200195	467,547,072	1,825,250
ZION	2015-09-18	0.186	0.022	13,470,780	204,171,824	0.72	0.534	1.425	5,608.600098	476,344,704	3,597,800
ZION	2015-09-25	0.209	0.023	13,470,780	204,171,696	0.72	0.512	0.935	5,755.600098	485,142,304	2,167,800
ZION	2015-10-02	0.192	-0.017	14,728,272	204,169,120	0.733	0.542	0.442	5,577.899902	493,939,936	3,171,200
ZION	2015-10-09	0.195	0.003	14,728,272	204,171,680	0.733	0.539	0.281	5,780.100098	502,737,536	2,262,600
ZION	2015-10-16	0.204	0.01	13,559,203	204,170,512	0.714	0.509	0.588	5,747.399902	511,535,168	1,861,600
ZION	2015-10-23	0.196	-0.008	13,559,203	204,169,296	0.713	0.517	1.205	5,837.200195	520,332,768	2,598,400
ZION	2015-10-30	0.089	-0.107	12,589,313	204,171,008	0.698	0.609	0.933	5,874	529,130,400	2,221,400
ZION	2015-11-06	0.136	0.047	12,589,313	204,294,560	0.698	0.561	0.808	6,269.799805	537,928,000	2,558,600
ZION	2015-11-13	0.126	-0.011	12,589,313	204,294,448	0.698	0.572	0.705	6,022.600098	538,649,664	2,194,800.25
ZION	2015-11-20	0.202	0.077	11,863,138	204,293,344	0.688	0.486	0.957	6,114.5	539,371,264	2,192,399.75
ZION	2015-11-27	0.219	0.017	11,863,138	204,293,792	0.688	0.469	0.717	6,147.200195	540,092,928	1,224,250
ZION	2015-12-04	0.199	-0.021	11,065,239	204,296,128	0.679	0.48	0.502	6,167.700195	540,814,592	2,608,000
ZION	2015-12-11	0.123	-0.075	11,065,239	204,294,592	0.678	0.555	0.589	5,589.5	541,536,256	3,981,400
ZION	2015-12-18	0.137	0.013	11,124,573	204,294,288	0.677	0.54	1.596	5,456.700195	542,257,856	5,421,400
ZION	2015-12-25	0.18	0.043	11,124,573	204,294,448	0.677	0.497	0.47	5,675.299805	542,979,520	2,668,500
ZION	2016-01-01	0.218	0.038	12,018,603	204,293,056	0.693	0.475	0.706	5,577.200195	543,701,184	1,471,250
ZION	2016-01-08	0.159	-0.059	12,018,603	204,292,672	0.692	0.533	0.881	5,025.600098	544,422,848	3,595,400
ZION	2016-01-15	0.191	0.032	14,492,654	204,292,736	0.731	0.539	0.782	4,563.899902	545,144,448	5,548,400
ZION	2016-01-22	0.158	-0.034	14,492,654	204,295,664	0.73	0.573	0.491	4,394.399902	545,866,112	4,384,750
ZION	2016-01-29	0.156	-0.001	14,492,654	204,294,528	0.73	0.574	1.036	4,633.399902	546,587,776	5,660,200
ZION	2016-02-05	0.121	-0.035	13,306,199	204,294,960	0.704	0.583	1.123	4,418.899902	547,309,440	4,055,800
ZION	2016-02-12	0.108	-0.013	13,306,199	204,292,528	0.705	0.597	0.926	4,288.100098	548,031,040	4,524,200
ZION	2016-02-19	0.129	0.021	13,093,695	204,292,384	0.702	0.573	0.779	4,373.899902	548,752,704	3,353,250
ZION	2016-02-26	0.112	-0.017	13,093,695	204,294,896	0.703	0.591	1.049	4,447.5	549,474,368	4,436,400
ZION	2016-03-04	0.182	0.07	14,320,163	204,506,992	0.717	0.535	0.808	4,977.700195	550,195,968	4,004,200
ZION	2016-03-11	0.149	-0.033	14,320,163	204,508,624	0.717	0.568	0.583	5,098.399902	547,922,176	3,173,600
ZION	2016-03-18	0.158	0.009	15,550,041	204,506,160	0.73	0.572	0.87	5,155.600098	545,648,384	3,416,399.75
ZION	2016-03-25	0.181	0.022	15,550,041	204,508,384	0.73	0.55	0.457	5,116.799805	543,374,592	2,278,500
ZION	2016-04-01	0.118	-0.062	16,301,026	204,505,584	0.742	0.624	0.713	4,942.899902	541,100,800	3,117,800
ZION	2016-04-08	0.112	-0.006	16,301,026	204,507,872	0.743	0.63	0.457	4,799.799805	538,827,008	2,531,200
ZION	2016-04-15	0.136	0.023	15,600,835	204,506,656	0.733	0.597	0.666	5,223.100098	536,553,216	2,918,799.75
ZION	2016-04-22	0.1	-0.035	15,600,835	204,505,120	0.733	0.632	0.6	5,578.899902	534,279,392	2,702,600
ZION	2016-04-29	0.136	0.036	15,600,835	204,505,808	0.733	0.597	0.488	5,628	532,005,600	3,591,600.25
ZION	2016-05-06	0.093	-0.043	15,111,785	204,505,584	0.726	0.632	0.359	5,315.100098	529,731,808	2,942,600
ZION	2016-05-13	0.111	0.018	15,111,785	204,625,216	0.726	0.616	0.439	5,295.700195	527,457,984	2,644,600
ZION	2016-05-20	0.13	0.019	15,405,599	204,622,736	0.737	0.607	0.569	5,559.600098	529,842,656	3,185,400
ZION	2016-05-27	0.129	-0.001	15,405,599	204,623,584	0.736	0.607	0.575	5,762.200195	532,227,328	2,431,400
ZION	2016-06-03	0.141	0.012	14,364,792	204,622,432	0.721	0.579	0.525	5,799	534,612,000	2,936,750
ZION	2016-06-10	0.126	-0.016	14,364,792	204,623,072	0.721	0.595	0.791	5,727.399902	536,996,672	3,203,000
ZION	2016-06-17	0.094	-0.032	12,733,615	204,622,624	0.694	0.6	0.636	5,449.100098	539,381,312	3,788,000
ZION	2016-06-24	0.059	-0.035	12,733,615	204,622,368	0.694	0.635	0.927	5,174.899902	541,766,016	3,630,000.25
ZION	2016-07-01	0.11	0.051	13,594,814	204,622,800	0.709	0.599	0.693	5,099.200195	544,150,656	5,114,800
ZION	2016-07-08	0.099	-0.011	13,594,814	204,624,080	0.708	0.61	0.584	5,062.399902	546,535,360	5,480,750
ZION	2016-07-15	0.102	0.003	12,175,942	204,625,136	0.687	0.585	0.587	5,322.299805	548,920,000	3,152,000
ZION	2016-07-22	0.071	-0.03	12,175,942	204,621,824	0.687	0.615	0.379	5,383.600098	551,304,640	2,419,599.75
ZION	2016-07-29	0.089	0.018	12,175,942	204,623,376	0.686	0.597	0.627	5,704.899902	553,689,344	4,424,200
ZION	2016-08-05	0.028	-0.062	10,668,860	205,112,496	0.664	0.636	1.49	5,925.700195	556,073,984	3,180,400.25
ZION	2016-08-12	0.094	0.066	10,668,860	205,110,176	0.665	0.571	1.316	5,771.799805	558,872,192	2,006,400
ZION	2016-08-19	0.102	0.008	10,290,064	205,111,184	0.664	0.563	1.581	5,995.399902	561,670,400	1,998,000
ZION	2016-08-26	0.069	-0.032	10,290,064	205,109,536	0.664	0.595	0.734	6,085.600098	564,468,672	2,394,200
ZION	2016-09-02	0.152	0.083	12,165,847	205,111,392	0.7	0.548	0.675	6,352.299805	567,266,880	3,368,000
ZION	2016-09-09	0.122	-0.031	12,165,847	205,109,600	0.7	0.579	0.775	6,270.200195	570,065,088	3,152,250
ZION	2016-09-16	0.132	0.01	11,510,650	205,110,368	0.689	0.557	1.372	6,132.799805	572,863,296	3,631,200
ZION	2016-09-23	0.101	-0.031	11,510,650	205,109,440	0.69	0.588	0.764	6,278.399902	575,661,504	2,657,000
ZION	2016-09-30	0.132	0.03	12,677,703	205,109,600	0.701	0.57	0.921	6,362.5	578,459,712	2,880,600
ZION	2016-10-07	0.115	-0.017	12,677,703	205,111,888	0.702	0.587	0.726	6,508.200195	581,257,920	2,925,600
ZION	2016-10-14	0.161	0.046	12,677,703	205,110,176	0.701	0.541	0.74	6,329.700195	584,056,128	2,207,200
ZION	2016-10-21	0.123	-0.037	11,832,893	205,111,312	0.691	0.568	0.695	6,633.299805	586,854,336	3,367,800
ZION	2016-10-28	0.176	0.052	11,832,893	205,110,624	0.691	0.515	0.789	6,582	589,652,544	3,295,000
ZION	2016-11-04	0.102	-0.073	11,192,470	205,109,904	0.679	0.577	0.672	6,438.399902	592,450,816	3,236,600
ZION	2016-11-11	0.076	-0.027	11,192,470	203,719,216	0.68	0.604	1.479	7,531.5	595,249,024	5,168,600
ZION	2016-11-18	0.101	0.025	10,402,497	203,718,928	0.668	0.567	1.648	7,784.100098	596,258,496	4,764,800
ZION	2016-11-25	0.082	-0.019	10,402,497	203,718,672	0.667	0.586	0.768	7,965.399902	597,267,968	2,182,750
ZION	2016-12-02	0.144	0.062	12,108,830	203,717,680	0.696	0.552	0.796	8,197.599609	598,277,504	2,867,400
ZION	2016-12-09	0.152	0.008	12,108,830	203,717,328	0.695	0.543	0.493	8,806.700195	599,286,976	3,296,000
ZION	2016-12-16	0.185	0.033	15,280,552	203,718,784	0.745	0.56	0.746	8,562.299805	600,296,512	3,761,600
ZION	2016-12-23	0.155	-0.029	15,280,552	203,718,640	0.745	0.589	0.991	8,935.099609	601,305,984	2,175,800
ZION	2016-12-30	0.222	0.067	16,197,387	203,717,472	0.757	0.535	0.394	8,768	602,315,520	1,410,500
ZION	2017-01-06	0.206	-0.016	16,197,387	203,719,168	0.757	0.552	0.493	8,835.299805	603,324,992	2,264,750
ZION	2017-01-13	0.218	0.013	16,197,387	203,717,232	0.757	0.538	0.389	8,933	604,334,528	2,307,800
ZION	2017-01-20	0.207	-0.011	16,655,929	203,718,816	0.764	0.557	1.186	8,649.900391	605,344,000	2,295,500
ZION	2017-01-27	0.207	0	16,655,929	203,717,536	0.764	0.557	0.656	8,784.299805	606,353,472	2,792,399.75
ZION	2017-02-03	0.237	0.03	16,523,383	203,717,376	0.76	0.523	0.888	8,823	607,363,008	2,948,200
ZION	2017-02-10	0.184	-0.052	16,523,383	203,718,160	0.76	0.575	0.75	8,876	608,372,480	1,873,799.875
ZION	2017-02-17	0.21	0.025	15,885,778	203,717,808	0.748	0.538	0.617	9,096	609,382,016	2,101,400
ZION	2017-02-24	0.197	-0.013	15,885,778	203,717,168	0.748	0.552	0.978	9,075.599609	610,391,488	2,391,750
ZION	2017-03-03	0.197	0	16,156,008	202,422,848	0.751	0.554	0.632	9,181.900391	611,401,024	2,743,600.25
ZION	2017-03-10	0.175	-0.022	16,156,008	202,422,624	0.751	0.576	0.484	9,090.799805	610,060,928	2,198,799.75
ZION	2017-03-17	0.216	0.041	17,119,184	202,422,320	0.762	0.546	0.925	8,858	608,720,768	2,611,400
ZION	2017-03-24	0.191	-0.025	17,119,184	202,422,384	0.762	0.571	0.486	8,281.099609	607,380,672	3,221,600
ZION	2017-03-31	0.192	0.001	18,490,784	202,423,792	0.775	0.583	0.604	8,501.799805	606,040,576	2,694,600
ZION	2017-04-07	0.188	-0.004	18,490,784	202,422,912	0.776	0.588	0.697	8,404.599609	604,700,480	2,318,000.25
ZION	2017-04-14	0.226	0.038	18,490,784	202,423,328	0.777	0.551	0.353	7,985.600098	603,360,384	2,694,750

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