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
ZBRA	2022-07-29	-0.107	0.007	1,142,773	52,513,904	0.399	0.507	2.608	18,783.699219	1,465,230,720	353,664
ZBRA	2022-08-05	-0.162	-0.054	1,002,854	51,789,868	0.37	0.532	2.195	17,178.699219	1,468,000,000	553,239.1875
ZBRA	2022-08-12	-0.145	0.017	1,002,854	51,789,812	0.371	0.516	2.259	17,957.599609	1,461,076,864	295,367.40625
ZBRA	2022-08-19	-0.101	0.044	909,274	51,789,836	0.355	0.456	1.7	17,008.300781	1,454,153,856	237,987.796875
ZBRA	2022-08-26	-0.167	-0.065	909,274	51,789,980	0.355	0.522	2.296	15,959.599609	1,447,230,720	219,530.59375
ZBRA	2022-09-02	-0.214	-0.048	651,488	51,789,984	0.296	0.51	2.785	15,412.700195	1,440,307,712	433,189.1875
ZBRA	2022-09-09	-0.181	0.033	651,488	51,789,892	0.295	0.477	3.381	15,943	1,433,384,576	374,909.75
ZBRA	2022-09-16	-0.124	0.057	655,225	51,789,824	0.299	0.423	4.49	14,942.400391	1,426,461,568	415,717.40625
ZBRA	2022-09-23	-0.2	-0.076	655,225	51,790,028	0.299	0.499	4.51	13,881.799805	1,419,538,432	367,819
ZBRA	2022-09-30	-0.164	0.036	708,210	51,790,004	0.309	0.473	2.885	13,569.5	1,412,615,424	359,897.40625
ZBRA	2022-10-07	-0.194	-0.029	708,210	51,789,788	0.309	0.502	3.201	13,811.299805	1,405,692,288	344,257.59375
ZBRA	2022-10-14	-0.152	0.042	708,210	51,789,836	0.309	0.46	2.523	13,238	1,398,769,280	439,086.40625
ZBRA	2022-10-21	-0.189	-0.037	815,897	51,789,840	0.331	0.519	2.854	13,622.799805	1,391,846,144	316,119.59375
ZBRA	2022-10-28	-0.163	0.026	815,897	51,789,932	0.331	0.493	4.031	14,915.5	1,384,923,136	373,346.59375
ZBRA	2022-11-04	-0.179	-0.017	902,582	51,629,944	0.349	0.528	2.952	11,903.799805	1,378,000,000	907,453.8125
ZBRA	2022-11-11	-0.189	-0.01	902,582	51,629,964	0.35	0.539	3.014	13,598.299805	1,386,333,312	472,892.8125
ZBRA	2022-11-18	-0.154	0.035	1,018,716.0625	51,629,832	0.383	0.537	2.212	13,222.400391	1,394,666,624	503,694.59375
ZBRA	2022-11-25	-0.139	0.015	1,018,716.0625	51,629,644	0.383	0.522	3.325	14,038.099609	1,403,000,064	377,938.5
ZBRA	2022-12-02	-0.134	0.006	908,442	51,629,924	0.371	0.505	3.092	14,191	1,411,333,376	702,836.625
ZBRA	2022-12-09	-0.15	-0.016	908,442	51,629,744	0.371	0.521	2.184	12,982.299805	1,419,666,688	434,959.8125
ZBRA	2022-12-16	-0.115	0.035	1,028,530	51,629,840	0.413	0.527	1.491	12,851.700195	1,428,000,000	530,502
ZBRA	2022-12-23	-0.117	-0.002	1,028,530	51,629,604	0.413	0.53	2.509	12,815.5	1,436,333,312	331,819
ZBRA	2022-12-30	0.001	0.117	1,116,670	51,629,816	0.429	0.428	1.399	13,238.400391	1,444,666,624	249,204.25
ZBRA	2023-01-06	-0.078	-0.079	1,116,670	51,629,724	0.429	0.507	2.431	14,116.599609	1,452,999,936	380,682.75
ZBRA	2023-01-13	-0.064	0.014	1,116,670	51,629,896	0.429	0.493	1.65	15,163.700195	1,461,333,376	580,603.1875
ZBRA	2023-01-20	-0.024	0.04	1,054,666	51,629,800	0.413	0.437	1.476	15,335.599609	1,469,666,688	328,267.25
ZBRA	2023-01-27	-0.088	-0.065	1,054,666	51,629,768	0.413	0.501	1.882	16,371.799805	1,478,000,000	397,627.59375
ZBRA	2023-02-03	-0.036	0.053	1,224,820	51,629,936	0.452	0.488	1.709	17,079.699219	1,486,333,312	446,655.59375
ZBRA	2023-02-10	-0.063	-0.027	1,224,820	51,629,876	0.452	0.515	2.327	16,183.900391	1,494,666,624	380,965.40625
ZBRA	2023-02-17	-0.043	0.019	1,058,326	51,404,612	0.423	0.466	2.182	16,582.099609	1,503,000,064	366,878.03125
ZBRA	2023-02-24	-0.056	-0.013	1,058,326	51,404,836	0.424	0.48	1.614	15,006.099609	1,494,090,880	385,991.5
ZBRA	2023-03-03	-0.134	-0.077	640,154	51,404,752	0.322	0.455	2.465	15,907.200195	1,485,181,824	384,586.8125
ZBRA	2023-03-10	-0.159	-0.025	640,154	51,404,628	0.322	0.48	2.102	14,814.299805	1,476,272,768	226,571.59375
ZBRA	2023-03-17	-0.135	0.023	642,967	51,404,868	0.318	0.453	3.758	14,841.099609	1,467,363,584	308,754.59375
ZBRA	2023-03-24	-0.151	-0.016	642,967	51,404,768	0.318	0.469	3.367	14,842.099609	1,458,454,528	263,662.59375
ZBRA	2023-03-31	-0.082	0.069	685,134	51,404,712	0.327	0.41	4.188	16,346.700195	1,449,545,472	255,119.015625
ZBRA	2023-04-07	-0.143	-0.06	685,134	51,404,780	0.327	0.47	3.069	15,434.799805	1,440,636,416	229,224.984375
ZBRA	2023-04-14	-0.012	0.131	685,134	51,404,584	0.327	0.339	3.297	15,579.700195	1,431,727,232	145,365.796875
ZBRA	2023-04-21	-0.054	-0.043	802,762	51,404,656	0.353	0.407	1.909	14,799.400391	1,422,818,176	214,629.203125
ZBRA	2023-04-28	-0.045	0.009	802,762	51,404,712	0.353	0.398	0.353	14,806.099609	1,413,909,248	283,493.1875
ZBRA	2023-05-05	-0.174	-0.128	793,695	51,430,240	0.354	0.528	3.312	14,081.599609	1,404,999,936	696,001.625
ZBRA	2023-05-12	-0.16	0.014	793,695	51,430,344	0.355	0.516	2.429	13,688.700195	1,390,307,712	329,047.59375
ZBRA	2023-05-19	-0.151	0.01	740,899	51,430,200	0.341	0.492	2.301	14,441.599609	1,375,615,360	281,088.59375
ZBRA	2023-05-26	-0.188	-0.037	740,899	51,430,188	0.341	0.529	2.233	13,614.599609	1,360,923,136	334,841.8125
ZBRA	2023-06-02	-0.076	0.112	1,026,664	51,430,160	0.41	0.485	1.971	14,298.099609	1,346,230,784	405,907.5
ZBRA	2023-06-09	-0.104	-0.029	1,026,664	51,430,496	0.41	0.514	1.793	14,125.900391	1,331,538,432	387,900.59375
ZBRA	2023-06-16	-0.097	0.007	983,392	51,430,244	0.401	0.498	2.427	14,523.900391	1,316,846,208	381,319.8125
ZBRA	2023-06-23	-0.108	-0.01	983,392	51,430,408	0.401	0.509	2.452	13,594.599609	1,302,153,984	427,321
ZBRA	2023-06-30	-0.095	0.013	1,024,889	51,430,212	0.409	0.504	1.609	15,214.599609	1,287,461,504	319,004.59375
ZBRA	2023-07-07	-0.069	0.026	1,024,889	51,430,460	0.409	0.478	1.814	15,183.299805	1,272,769,280	272,593
ZBRA	2023-07-14	-0.07	-0.001	1,024,889	51,430,420	0.409	0.479	1.977	15,906.400391	1,258,076,928	313,847.40625
ZBRA	2023-07-21	-0.062	0.008	974,334	51,430,204	0.398	0.46	1.482	15,761.299805	1,243,384,576	294,575.40625
ZBRA	2023-07-28	-0.089	-0.027	974,334	51,430,244	0.398	0.487	2.24	15,386.900391	1,228,692,352	388,220.1875
ZBRA	2023-08-04	-0.101	-0.012	916,017	51,338,452	0.394	0.494	3.248	12,907	1,214,000,000	1,243,321.625
ZBRA	2023-08-11	-0.16	-0.059	916,017	51,338,476	0.396	0.555	2.753	13,447.599609	1,194,153,856	466,644.8125
ZBRA	2023-08-18	-0.118	0.042	967,208	51,338,332	0.416	0.534	1.858	13,963	1,174,307,712	442,493.1875
ZBRA	2023-08-25	-0.087	0.031	967,208	51,338,348	0.416	0.503	2.046	13,778.700195	1,154,461,568	320,470.40625
ZBRA	2023-09-01	0.044	0.131	1,056,236	51,338,284	0.436	0.392	0.296	14,166.799805	1,134,615,424	312,855.1875
ZBRA	2023-09-08	-0.09	-0.135	1,056,236	51,338,300	0.436	0.526	2.221	13,161.599609	1,114,769,280	417,439.75
ZBRA	2023-09-15	-0.015	0.075	1,222,309	51,338,216	0.472	0.487	1.569	12,905.400391	1,094,923,136	426,036.59375
ZBRA	2023-09-22	-0.037	-0.022	1,222,309	51,338,328	0.473	0.51	1.764	11,661.5	1,075,076,864	485,797.40625
ZBRA	2023-09-29	-0.056	-0.018	1,222,309	51,338,516	0.474	0.53	1.463	12,143.099609	1,055,230,784	407,127.8125
ZBRA	2023-10-06	-0.057	-0.001	1,257,342	51,338,396	0.474	0.531	2.453	11,492.099609	1,035,384,640	375,821.59375
ZBRA	2023-10-13	-0.065	-0.008	1,257,342	51,338,200	0.475	0.54	1.587	10,622.900391	1,015,538,432	501,855.8125
ZBRA	2023-10-20	-0.078	-0.014	1,139,076	51,338,548	0.452	0.53	2.052	10,501.299805	995,692,288	501,056.8125
ZBRA	2023-10-27	-0.096	-0.018	1,139,076	51,338,452	0.451	0.547	1.633	10,636.299805	975,846,144	540,535.1875
ZBRA	2023-11-03	-0.154	-0.058	1,037,644.0625	51,359,776	0.433	0.587	1.378	11,006.400391	956,000,000	799,839.1875
ZBRA	2023-11-10	-0.156	-0.001	1,037,644.0625	51,359,492	0.433	0.589	1.758	10,589.299805	959,533,312	520,386.40625
ZBRA	2023-11-17	-0.085	0.071	1,112,122	51,359,508	0.447	0.532	2.322	11,197.400391	963,066,688	414,269.8125
ZBRA	2023-11-24	-0.103	-0.018	1,112,122	51,359,428	0.448	0.551	2.009	11,757.200195	966,600,064	357,908.25
ZBRA	2023-12-01	-0.105	-0.002	988,935	51,359,752	0.421	0.526	2.596	12,389	970,133,312	447,055.1875
ZBRA	2023-12-08	-0.069	0.036	988,935	51,359,420	0.422	0.491	2.41	12,127.5	973,666,688	262,637.1875
ZBRA	2023-12-15	-0.068	0.001	1,075,098	51,359,468	0.442	0.51	2.244	13,876.299805	977,200,000	615,910.625
ZBRA	2023-12-22	-0.076	-0.008	1,075,098	51,359,636	0.442	0.518	2.107	13,836.799805	980,733,312	357,743
ZBRA	2023-12-29	-0.013	0.063	1,075,098	51,359,532	0.444	0.456	1.412	14,038.099609	984,266,688	233,173.25
ZBRA	2024-01-05	-0.094	-0.081	1,096,122	51,359,768	0.447	0.541	1.841	12,978.099609	987,800,000	375,907.25
ZBRA	2024-01-12	-0.095	-0.001	1,096,122	51,359,748	0.447	0.542	2.259	12,781.900391	991,333,312	401,880.59375
ZBRA	2024-01-19	-0.019	0.076	1,252,823	51,359,752	0.487	0.506	1.931	12,793.200195	994,866,688	460,336.75
ZBRA	2024-01-26	-0.03	-0.011	1,252,823	51,359,800	0.487	0.517	1.434	12,951.400391	998,400,000	337,928.40625
ZBRA	2024-02-02	-0.046	-0.015	1,108,108	51,359,544	0.463	0.509	2.234	12,659.099609	1,001,933,312	432,623
ZBRA	2024-02-09	-0.055	-0.009	1,108,108	51,359,596	0.464	0.519	2.22	12,998.599609	1,005,466,688	397,229.40625
ZBRA	2024-02-16	-0.048	0.007	1,201,555	51,381,328	0.484	0.532	1.614	14,153.5	1,009,000,000	696,238.375
ZBRA	2024-02-23	-0.042	0.006	1,201,555	51,381,508	0.483	0.526	1.254	14,129.400391	1,024,090,880	367,077.25
ZBRA	2024-03-01	0.052	0.094	1,202,508	51,381,368	0.472	0.42	2.112	14,882.099609	1,039,181,824	299,818.40625
ZBRA	2024-03-08	-0.06	-0.112	1,202,508	51,381,508	0.473	0.532	3.219	14,519.900391	1,054,272,704	299,747.59375
ZBRA	2024-03-15	-0.022	0.038	1,256,886	51,381,452	0.48	0.502	1.671	14,687.900391	1,069,363,648	349,639.59375
ZBRA	2024-03-22	0.015	0.037	1,256,886	51,381,416	0.482	0.467	1.695	14,974.599609	1,084,454,528	281,294.1875
ZBRA	2024-03-29	-0.007	-0.022	1,256,886	51,381,372	0.483	0.49	1.467	15,488.400391	1,099,545,472	376,340.75
ZBRA	2024-04-05	-0.012	-0.005	1,196,817	51,381,292	0.461	0.473	1.526	14,920.099609	1,114,636,416	373,914.59375
ZBRA	2024-04-12	0.014	0.025	1,334,514	51,381,528	0.492	0.479	1.656	14,884.200195	1,129,727,232	272,023.8125
ZBRA	2024-04-19	-0.006	-0.02	1,334,514	51,381,356	0.492	0.498	1.796	13,773.799805	1,144,818,176	267,456.40625
ZBRA	2024-04-26	-0.015	-0.009	1,334,514	51,381,516	0.492	0.508	1.274	15,271.099609	1,159,909,120	401,519.8125
ZBRA	2024-05-03	-0.053	-0.038	1,378,622	51,419,300	0.497	0.55	1.789	15,918.900391	1,175,000,064	604,244.375
ZBRA	2024-05-10	0.002	0.055	1,378,622	51,419,256	0.498	0.496	1.439	16,238.200195	1,178,230,912	297,714.8125
ZBRA	2024-05-17	0.016	0.014	1,217,762	51,419,356	0.464	0.448	1.725	16,345.700195	1,181,461,504	233,782.40625
ZBRA	2024-05-24	-0.022	-0.038	1,217,762	51,419,264	0.464	0.487	1.774	16,814.099609	1,184,692,352	266,034.8125
ZBRA	2024-05-31	0.012	0.034	1,056,220	51,419,284	0.427	0.415	2.343	16,060.299805	1,187,923,072	311,618.5
ZBRA	2024-06-07	-0.045	-0.057	1,056,220	51,419,408	0.423	0.469	1.623	15,468.5	1,191,153,792	224,183.796875
ZBRA	2024-06-14	-0.045	0	1,056,220	51,419,516	0.424	0.469	1.767	15,496.299805	1,194,384,640	221,014.59375
ZBRA	2024-06-21	-0.063	-0.018	1,014,158	51,419,284	0.412	0.475	1.901	15,426.299805	1,197,615,360	415,759.5

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