Datasets:

paperswithbacktest
/

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
ZM	2020-09-25	0.065	0.013	8,228,852	284,420,960	0.54	0.475	3.234	141,215.015625	689,752,896	18,165,228
ZM	2020-10-02	0.076	0.01	8,158,347	284,420,896	0.537	0.461	2.887	137,156.296875	698,497,216	12,449,882
ZM	2020-10-09	0.037	-0.039	8,158,347	284,420,896	0.536	0.499	2.624	140,051.703125	707,241,536	6,167,698.5
ZM	2020-10-16	0.152	0.114	12,811,826	284,420,928	0.626	0.474	3.05	158,991.296875	715,985,856	10,833,350
ZM	2020-10-23	0.144	-0.008	12,811,826	284,420,960	0.625	0.481	1.613	145,487.015625	724,730,176	9,968,781
ZM	2020-10-30	0.127	-0.017	11,507,634	284,421,024	0.609	0.482	1.524	131,092.5	733,474,432	8,771,778
ZM	2020-11-06	0.131	0.005	11,507,634	284,421,024	0.61	0.479	2.114	142,241.796875	742,218,752	6,642,237
ZM	2020-11-13	0.22	0.088	11,507,634	284,420,960	0.611	0.391	3.388	114,786.601563	750,963,072	16,317,435
ZM	2020-11-20	0.073	-0.146	9,562,805	284,421,056	0.574	0.501	2.148	125,031.507813	759,707,392	10,088,632
ZM	2020-11-27	0.063	-0.01	9,562,805	284,421,024	0.572	0.509	2.164	134,135.796875	768,451,712	7,612,856
ZM	2020-12-04	0.095	0.032	9,359,942	286,007,136	0.568	0.473	2.542	117,265.796875	777,196,032	11,811,516
ZM	2020-12-11	0.071	-0.024	9,359,942	286,007,136	0.568	0.496	2.56	113,547.703125	784,215,296	5,590,592.5
ZM	2020-12-18	0.056	-0.015	7,991,549	286,006,976	0.538	0.481	2.281	116,121.703125	791,234,560	5,218,123
ZM	2020-12-25	0.047	-0.01	7,991,549	286,007,104	0.538	0.491	2.857	107,301.296875	798,253,824	6,529,790
ZM	2021-01-01	0.143	0.097	9,900,121	286,007,040	0.575	0.432	1.985	96,475.898438	805,273,088	6,876,436
ZM	2021-01-08	0.099	-0.045	9,900,121	286,006,976	0.575	0.477	2.406	99,990.898438	812,292,352	6,250,846
ZM	2021-01-15	0.079	-0.02	9,127,697	286,007,072	0.551	0.473	1.964	109,978.296875	819,311,616	9,667,779
ZM	2021-01-22	0.081	0.002	9,127,697	286,007,040	0.552	0.472	2.516	109,655.101563	826,330,880	4,803,582
ZM	2021-01-29	0.077	-0.003	9,127,697	286,006,912	0.551	0.474	2.612	106,414.601563	833,350,144	4,438,146.5
ZM	2021-02-05	0.02	-0.057	6,916,760	286,007,040	0.49	0.469	3.196	120,005.703125	840,369,408	4,568,637
ZM	2021-02-12	0.024	0.004	6,916,760	286,007,008	0.489	0.465	4.402	123,872.492188	847,388,672	3,804,034
ZM	2021-02-19	0.062	0.038	7,191,549	286,007,008	0.504	0.442	4.978	119,339.296875	854,407,936	3,273,999.25
ZM	2021-02-26	0.05	-0.013	7,191,549	286,007,072	0.505	0.455	2.435	106,855.101563	861,427,200	4,525,664.5
ZM	2021-03-05	0.004	-0.046	6,417,539	286,007,168	0.473	0.469	3.805	96,507.398438	868,446,464	12,444,379
ZM	2021-03-12	0.001	-0.002	6,417,539	286,007,072	0.473	0.471	3.977	99,070	875,465,728	4,842,074
ZM	2021-03-19	0.042	0.04	6,978,457	293,713,888	0.477	0.435	3.531	95,827.101563	882,484,992	3,844,226.75
ZM	2021-03-26	0.002	-0.04	6,978,457	293,713,984	0.476	0.474	3.046	93,973.796875	889,189,696	4,052,441.5
ZM	2021-04-02	0.103	0.101	7,857,114	293,713,952	0.501	0.398	2.992	95,818.296875	895,894,464	2,869,015.5
ZM	2021-04-09	0.05	-0.053	7,857,114	293,713,952	0.499	0.448	3.009	94,766.796875	902,599,168	3,392,916.5
ZM	2021-04-16	0.047	-0.003	7,636,245	293,713,856	0.487	0.439	1.9	96,910.898438	909,303,936	3,388,954
ZM	2021-04-23	0.034	-0.013	7,636,245	293,714,080	0.486	0.452	2.679	98,946.398438	916,008,640	2,621,285.5
ZM	2021-04-30	0.07	0.036	7,727,587	293,714,048	0.485	0.415	2.153	93,862.203125	922,713,344	2,238,649.75
ZM	2021-05-07	0.056	-0.014	7,727,587	293,713,952	0.484	0.428	2.581	86,716.101563	929,418,112	2,867,224.25
ZM	2021-05-14	0.04	-0.017	7,727,587	293,713,984	0.485	0.446	2.348	90,431.601563	936,122,816	3,784,187.5
ZM	2021-05-21	0.049	0.01	7,699,798	293,713,984	0.484	0.435	3.412	92,931.101563	942,827,520	2,601,286
ZM	2021-05-28	0.068	0.019	7,699,798	293,713,984	0.485	0.416	2.355	97,375	949,532,288	2,514,646.5
ZM	2021-06-04	0.057	-0.011	8,804,484	294,645,856	0.504	0.447	2.297	99,001	956,236,992	5,376,194
ZM	2021-06-11	0.052	-0.005	8,804,484	294,645,760	0.505	0.453	2.138	107,958.203125	961,256,832	3,916,197.5
ZM	2021-06-18	0.068	0.015	9,025,633	294,645,696	0.51	0.442	1.96	110,268.203125	966,276,672	3,316,426.5
ZM	2021-06-25	0.093	0.026	9,025,633	294,645,760	0.51	0.417	1.711	109,746.703125	971,296,512	2,448,124.75
ZM	2021-07-02	0.103	0.01	10,577,985	294,645,792	0.542	0.439	1.409	114,584.796875	976,316,416	2,349,499.75
ZM	2021-07-09	0.106	0.002	10,577,985	294,645,824	0.542	0.436	2.143	113,462.203125	981,336,256	2,512,602.25
ZM	2021-07-16	0.116	0.01	9,832,488	294,645,696	0.53	0.414	1.604	106,652.898438	986,356,096	2,089,703
ZM	2021-07-23	0.102	-0.013	9,832,488	294,645,760	0.531	0.428	1.58	105,845.601563	991,375,936	4,149,111.75
ZM	2021-07-30	0.072	-0.03	8,424,203	294,645,888	0.502	0.431	3.237	111,405.601563	996,395,776	3,654,608.5
ZM	2021-08-06	0.054	-0.018	8,424,203	294,645,728	0.503	0.449	2.87	112,987.796875	1,001,415,616	3,485,859.5
ZM	2021-08-13	0.059	0.005	8,424,203	294,645,888	0.504	0.445	2.769	104,670	1,006,435,456	2,486,667
ZM	2021-08-20	0.155	0.096	10,482,468	294,645,856	0.554	0.399	1.97	99,254.398438	1,011,455,296	2,236,444.75
ZM	2021-08-27	0.135	-0.02	10,482,468	294,645,728	0.555	0.42	2.457	100,418.203125	1,016,475,136	2,758,029.5
ZM	2021-09-03	0.11	-0.025	10,095,538	297,127,936	0.544	0.434	2.409	88,630.296875	1,021,494,976	14,321,942
ZM	2021-09-10	0.082	-0.028	10,095,538	297,128,032	0.544	0.462	1.809	89,584.101563	1,023,933,440	4,385,558
ZM	2021-09-17	0.095	0.013	11,162,293	297,128,064	0.562	0.467	1.578	85,477.796875	1,026,371,840	5,106,157.5
ZM	2021-09-24	0.131	0.036	11,162,293	297,128,096	0.562	0.431	1.252	80,925.796875	1,028,810,240	3,556,760.5
ZM	2021-10-01	0.104	-0.026	12,370,993	297,127,968	0.581	0.476	1.541	79,484.703125	1,031,248,640	5,156,317.5
ZM	2021-10-08	0.121	0.016	12,370,993	297,128,032	0.581	0.46	1.415	75,782.492188	1,033,687,104	3,459,980.25
ZM	2021-10-15	0.183	0.062	10,986,477	297,127,904	0.56	0.377	1.526	79,131.101563	1,036,125,568	2,858,605
ZM	2021-10-22	0.126	-0.056	10,986,477	297,128,064	0.559	0.433	2.034	82,476.796875	1,038,563,904	2,280,679.5
ZM	2021-10-29	0.134	0.008	10,986,477	297,128,000	0.559	0.425	2.096	81,606.203125	1,041,002,304	2,251,479.25
ZM	2021-11-05	0.095	-0.039	9,272,547	297,128,064	0.527	0.432	2.003	78,649.796875	1,043,440,768	2,825,760.25
ZM	2021-11-12	0.079	-0.016	9,272,547	297,127,904	0.528	0.449	1.953	75,758.703125	1,045,879,168	3,587,042.75
ZM	2021-11-19	0.134	0.055	9,617,293	297,127,744	0.537	0.403	1.406	74,668.203125	1,048,317,568	2,893,877.75
ZM	2021-11-26	0.073	-0.061	9,617,293	297,994,624	0.537	0.464	3.269	65,621.398438	1,050,755,968	13,011,288
ZM	2021-12-03	0.007	-0.066	7,978,222	297,994,784	0.509	0.502	3.263	54,807.199219	1,052,130,688	7,177,363.5
ZM	2021-12-10	0.022	0.015	7,978,222	297,994,592	0.508	0.487	3.585	55,203.5	1,053,505,344	3,465,220.75
ZM	2021-12-17	0.074	0.052	8,651,225	297,994,400	0.528	0.454	2.001	59,521.398438	1,054,880,000	5,078,238
ZM	2021-12-24	0.048	-0.025	8,651,225	297,994,784	0.528	0.48	2.422	57,110.699219	1,056,254,656	4,336,464
ZM	2021-12-31	0.085	0.037	9,109,055	297,994,656	0.53	0.445	2.848	54,804.199219	1,057,629,312	3,084,553.5
ZM	2022-01-07	0.055	-0.03	9,109,055	297,994,720	0.529	0.474	2.193	51,135.898438	1,059,004,032	3,694,215.5
ZM	2022-01-14	0.08	0.025	9,109,055	297,994,592	0.528	0.448	2.176	47,595.699219	1,060,378,688	3,530,533.5
ZM	2022-01-21	0.083	0.003	9,944,930	297,994,688	0.544	0.461	1.746	44,001.898438	1,061,753,344	4,185,135.25
ZM	2022-01-28	0.057	-0.026	9,944,930	297,994,592	0.543	0.486	2.598	42,854.601563	1,063,128,000	5,056,920
ZM	2022-02-04	0.13	0.073	9,717,562	297,994,432	0.534	0.404	2.026	42,941	1,064,502,656	3,548,556.5
ZM	2022-02-11	0.081	-0.049	9,717,562	297,994,912	0.533	0.452	1.762	42,088.800781	1,065,877,312	2,804,811.5
ZM	2022-02-18	0.072	-0.01	10,475,498	297,994,624	0.538	0.467	1.605	37,833.398438	1,067,251,968	3,907,292.75
ZM	2022-02-25	0.063	-0.009	10,475,498	297,994,720	0.538	0.475	1.71	37,344.699219	1,068,626,688	5,283,683
ZM	2022-03-04	0.088	0.025	11,531,395	297,994,304	0.546	0.458	1.49	32,463.5	1,070,001,344	8,260,434.5
ZM	2022-03-11	0.053	-0.035	11,531,395	299,123,520	0.545	0.491	1.668	29,350	1,071,376,000	5,869,766
ZM	2022-03-18	0.083	0.03	14,230,341	299,123,680	0.583	0.5	1.605	34,782.101563	1,071,596,352	6,983,086
ZM	2022-03-25	0.103	0.019	14,230,341	299,124,032	0.584	0.481	1.294	34,079.199219	1,071,816,704	4,367,701
ZM	2022-04-01	0.121	0.018	14,839,585	299,123,904	0.587	0.466	1.071	35,302.601563	1,072,037,120	3,533,020.5
ZM	2022-04-08	0.107	-0.014	14,839,585	299,123,520	0.587	0.48	0.276	33,172.800781	1,072,257,472	4,090,325.25
ZM	2022-04-15	0.056	-0.051	11,191,237	299,124,256	0.537	0.481	2.318	32,996.398438	1,072,477,824	4,058,617.75
ZM	2022-04-22	0.059	0.003	11,191,237	299,123,488	0.537	0.478	1.649	29,963.199219	1,072,698,176	4,007,153.5
ZM	2022-04-29	0.075	0.017	10,933,670	299,124,224	0.533	0.458	1.611	29,783.800781	1,072,918,592	3,418,676.75
ZM	2022-05-06	0.042	-0.033	10,933,670	299,124,288	0.534	0.492	1.597	28,829.599609	1,073,138,880	3,449,154.5
ZM	2022-05-13	0.031	-0.011	10,933,670	299,123,808	0.535	0.504	3.022	28,368.900391	1,073,359,296	6,136,872
ZM	2022-05-20	0.003	-0.028	9,809,273	299,124,160	0.507	0.503	1.855	26,843.400391	1,073,579,648	4,381,815.5
ZM	2022-05-27	-0.003	-0.007	9,809,273	298,377,984	0.508	0.511	3.231	32,946.898438	1,073,799,936	13,490,874
ZM	2022-06-03	-0	0.003	9,167,199	298,377,792	0.488	0.488	2.138	32,648.5	1,075,773,696	4,841,516.5
ZM	2022-06-10	-0.003	-0.003	9,167,199	298,378,112	0.488	0.491	3.763	32,544.099609	1,077,747,328	4,047,158.5
ZM	2022-06-17	-0.02	-0.017	9,403,878	298,378,208	0.485	0.505	2.214	32,821.601563	1,079,721,088	6,119,835
ZM	2022-06-24	-0.036	-0.016	9,403,878	298,378,208	0.485	0.521	2.456	36,593.101563	1,081,694,720	6,655,284
ZM	2022-07-01	0.035	0.071	10,289,168	298,377,920	0.503	0.468	3.299	33,111	1,083,668,480	3,368,903
ZM	2022-07-08	0.004	-0.03	10,289,168	298,378,112	0.503	0.499	1.967	35,745.699219	1,085,642,112	3,935,743
ZM	2022-07-15	-0.004	-0.009	10,255,044	298,377,568	0.498	0.503	3.283	29,793	1,087,615,872	5,539,553
ZM	2022-07-22	-0.001	0.003	10,255,044	298,378,208	0.498	0.499	2.683	31,792.199219	1,089,589,504	3,835,420.75
ZM	2022-07-29	0.058	0.059	10,255,044	298,377,632	0.499	0.44	1.159	30,989.5	1,091,563,264	2,856,080.25
ZM	2022-08-05	0.048	-0.01	10,318,117	298,377,696	0.502	0.454	1.559	33,970.300781	1,093,536,896	2,460,048.25
ZM	2022-08-12	0.023	-0.025	10,318,117	298,377,472	0.503	0.48	1.333	32,678.300781	1,095,510,656	3,774,689
ZM	2022-08-19	0.09	0.067	11,554,988	298,377,920	0.532	0.442	1.793	29,688.599609	1,097,484,288	4,255,187.5

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