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
ZIP	2022-02-11	-0.046	0.012	1,699,704.125	116,770,872	0.363	0.408	1.713	2,502.399902	218,737,312	397,925
ZIP	2022-02-18	-0.042	0.004	1,626,799	116,772,888	0.346	0.388	2.8	2,308.600098	219,203,872	371,364.8125
ZIP	2022-02-25	-0.056	-0.014	1,626,799	116,774,040	0.347	0.403	1.975	2,284.100098	219,670,432	641,474.5
ZIP	2022-03-04	-0.107	-0.051	1,732,277	118,851,408	0.343	0.45	2.628	2,431.699951	220,136,992	1,148,986
ZIP	2022-03-11	-0.098	0.009	1,732,277	118,851,792	0.343	0.441	1.952	2,349.699951	220,849,296	578,800.8125
ZIP	2022-03-18	-0.125	-0.027	1,709,824	118,853,128	0.338	0.464	1.933	2,621.899902	221,561,600	754,563.9375
ZIP	2022-03-25	-0.123	0.002	1,709,824	118,853,256	0.338	0.461	2.023	2,705.100098	222,273,904	671,548.0625
ZIP	2022-04-01	-0.092	0.031	1,844,736	118,851,616	0.346	0.438	2.446	2,763.300049	222,986,208	459,215.59375
ZIP	2022-04-08	-0.09	0.002	1,844,736	118,850,088	0.346	0.436	2.258	2,790.600098	223,698,496	556,816.625
ZIP	2022-04-15	0.114	0.203	3,434,452	118,853,216	0.483	0.37	1.254	2,850.100098	224,410,800	340,930.5
ZIP	2022-04-22	0.082	-0.032	3,434,452	118,850,024	0.483	0.401	1.004	2,718.100098	225,123,104	501,516
ZIP	2022-04-29	0.053	-0.029	3,000,971	118,849,400	0.457	0.404	1.163	2,675.300049	225,835,392	488,064.8125
ZIP	2022-05-06	0.029	-0.023	3,000,971	118,851,248	0.457	0.428	1.323	2,596.899902	226,547,696	827,309.625
ZIP	2022-05-13	-0.005	-0.035	3,000,971	117,857,488	0.46	0.465	1.785	2,398.399902	227,260,000	1,482,096.375
ZIP	2022-05-20	-0.076	-0.071	2,435,599.75	117,861,080	0.41	0.487	1.274	2,138	228,165,936	806,893.1875
ZIP	2022-05-27	-0.058	0.018	2,435,599.75	117,861,496	0.41	0.469	2.124	2,127.399902	229,071,856	709,164.8125
ZIP	2022-06-03	-0.102	-0.043	2,191,819	117,860,952	0.376	0.478	1.547	2,204	229,977,792	722,465.5
ZIP	2022-06-10	-0.148	-0.046	2,191,819	117,860,496	0.376	0.524	1.655	2,010.699951	230,883,712	877,753.375
ZIP	2022-06-17	-0.073	0.075	3,112,530	117,857,976	0.449	0.522	1.277	2,008.300049	231,789,648	1,510,184.375
ZIP	2022-06-24	-0.131	-0.058	3,112,530	117,858,952	0.449	0.58	1.543	1,855.099976	232,695,568	3,694,900.25
ZIP	2022-07-01	-0.116	0.015	3,440,079.75	117,857,144	0.467	0.583	1.082	1,765.5	233,601,504	1,295,335.75
ZIP	2022-07-08	-0.097	0.019	3,440,079.75	117,861,904	0.466	0.564	1.066	1,945.900024	234,507,424	779,822.5
ZIP	2022-07-15	0.078	0.176	7,243,340	117,860,992	0.61	0.532	0.423	1,967.099976	235,413,360	545,002.375
ZIP	2022-07-22	0.093	0.015	7,243,340	117,862,200	0.61	0.517	0.529	2,001.300049	236,319,280	550,067.8125
ZIP	2022-07-29	0.152	0.059	7,243,340	117,860,808	0.61	0.458	0.463	2,066.100098	237,225,216	418,862.59375
ZIP	2022-08-05	0.118	-0.033	7,289,496	117,860,912	0.615	0.497	0.427	2,237	238,131,136	599,895.625
ZIP	2022-08-12	0.119	0	7,289,496	117,860,200	0.617	0.498	0.405	2,478.600098	239,037,072	718,495.375
ZIP	2022-08-19	0.066	-0.052	6,376,303	113,883,496	0.605	0.539	0.692	1,876.800049	239,943,008	1,423,573.625
ZIP	2022-08-26	0.093	0.026	6,376,303	113,886,864	0.605	0.512	0.808	1,872.300049	238,861,744	656,290.8125
ZIP	2022-09-02	0.056	-0.036	5,284,969	113,881,304	0.572	0.516	0.576	1,918.900024	237,780,496	661,305.8125
ZIP	2022-09-09	0.049	-0.007	5,284,969	113,882,408	0.572	0.523	0.737	2,246.899902	236,699,248	980,844.25
ZIP	2022-09-16	0.031	-0.019	5,348,529	113,881,432	0.582	0.551	0.828	2,036.199951	235,618,000	1,398,503.25
ZIP	2022-09-23	0.035	0.004	5,348,529	113,883,616	0.582	0.547	0.871	1,800.5	234,536,752	920,247.8125
ZIP	2022-09-30	0.099	0.064	5,365,236	113,884,848	0.579	0.48	0.622	1,879.099976	233,455,504	501,779.59375
ZIP	2022-10-07	0.057	-0.042	5,365,236	113,885,280	0.579	0.522	0.623	1,925.800049	232,374,256	647,064
ZIP	2022-10-14	0.078	0.021	5,365,236	113,887,104	0.579	0.501	0.681	1,775.5	231,292,992	446,893.8125
ZIP	2022-10-21	0.08	0.001	5,233,658	113,886,664	0.571	0.491	0.869	1,989.599976	230,211,744	489,312
ZIP	2022-10-28	0.084	0.004	5,233,658	113,886,000	0.572	0.488	0.891	1,978.199951	229,130,496	689,539.9375
ZIP	2022-11-04	0.086	0.002	5,228,561	113,882,128	0.568	0.482	0.583	1,777.699951	228,049,248	806,071.1875
ZIP	2022-11-11	0.035	-0.05	5,228,561	110,186,152	0.577	0.541	0.649	1,894.099976	226,968,000	1,282,014.75
ZIP	2022-11-18	0.072	0.037	5,643,679.5	110,187,760	0.595	0.523	0.758	1,819.199951	225,937,376	631,913.375
ZIP	2022-11-25	0.083	0.011	5,643,679.5	110,186,032	0.595	0.512	0.588	1,895.199951	224,906,752	469,874.5
ZIP	2022-12-02	0.039	-0.044	5,107,395	110,188,224	0.583	0.544	0.59	1,814.800049	223,876,128	990,831.375
ZIP	2022-12-09	0.042	0.003	5,107,395	110,186,000	0.584	0.541	0.618	1,777.300049	222,845,504	782,091.1875
ZIP	2022-12-16	0.046	0.004	4,821,189	110,186,856	0.582	0.536	0.802	1,828	221,814,880	1,174,858
ZIP	2022-12-23	0.037	-0.009	4,821,189	110,184,504	0.585	0.547	0.83	1,791.599976	220,784,256	779,699.1875
ZIP	2022-12-30	0.098	0.06	4,806,375	110,182,704	0.58	0.482	0.799	1,809.199951	219,753,632	380,550.5
ZIP	2023-01-06	0.074	-0.024	4,806,375	110,186,520	0.58	0.506	0.761	1,831.300049	218,723,008	469,273.75
ZIP	2023-01-13	0.09	0.016	4,806,375	110,186,976	0.58	0.49	0.869	1,944.800049	217,692,368	469,750.59375
ZIP	2023-01-20	0.111	0.021	4,583,691	110,185,080	0.57	0.459	0.608	2,024.099976	216,661,744	521,114.5
ZIP	2023-01-27	0.093	-0.018	4,583,691	110,188,096	0.57	0.477	0.818	2,109	215,631,120	617,606.1875
ZIP	2023-02-03	0.062	-0.031	4,634,749	110,184,848	0.578	0.516	0.862	2,384.399902	214,600,496	907,959.8125
ZIP	2023-02-10	0.053	-0.008	4,634,749	110,186,528	0.578	0.525	1.144	2,421.899902	213,569,888	729,349.8125
ZIP	2023-02-17	0.073	0.019	5,161,602	110,184,800	0.6	0.527	0.829	2,623.5	212,539,248	817,969
ZIP	2023-02-24	0.018	-0.055	5,161,602	110,184,432	0.6	0.582	0.807	1,911.699951	211,508,624	3,059,818
ZIP	2023-03-03	0.067	0.049	5,879,023	105,008,680	0.637	0.57	0.73	1,813.5	210,478,000	841,064
ZIP	2023-03-10	0.064	-0.003	5,879,023	105,006,600	0.638	0.574	0.784	1,591.900024	207,805,104	1,086,413.25
ZIP	2023-03-17	0.03	-0.034	5,026,248	105,010,248	0.609	0.58	0.762	1,538.400024	205,132,192	1,454,980
ZIP	2023-03-24	0.033	0.003	5,026,248	105,006,568	0.611	0.578	0.747	1,598.199951	202,459,296	1,095,971.75
ZIP	2023-03-31	0.103	0.071	4,897,719	105,006,280	0.604	0.5	0.833	1,673.800049	199,786,400	508,628.8125
ZIP	2023-04-07	0.076	-0.027	4,897,719	105,006,208	0.604	0.528	0.911	1,690.599976	197,113,504	535,082.25
ZIP	2023-04-14	0.113	0.037	4,897,719	105,008,520	0.605	0.491	0.936	1,847.099976	194,440,608	561,957.625
ZIP	2023-04-21	0.111	-0.002	4,798,587	105,011,344	0.591	0.48	1.077	1,852.400024	191,767,696	401,011
ZIP	2023-04-28	0.152	0.041	4,798,587	105,011,800	0.592	0.439	0.609	1,778.900024	189,094,800	439,497
ZIP	2023-05-05	0.104	-0.049	4,827,328	105,008,736	0.591	0.487	0.63	1,803	186,421,904	610,261.375
ZIP	2023-05-12	0.085	-0.019	4,827,328	100,903,008	0.602	0.517	0.932	1,508.5	183,748,992	965,802.1875
ZIP	2023-05-19	0.138	0.053	5,025,715	100,905,640	0.611	0.473	0.86	1,593.300049	182,723,776	1,049,450.625
ZIP	2023-05-26	0.074	-0.064	5,025,715	100,905,640	0.612	0.538	0.826	1,593.300049	181,698,544	701,781.625
ZIP	2023-06-02	0.174	0.101	5,871,720	100,903,464	0.639	0.465	0.572	1,630.599976	180,673,312	577,398.5
ZIP	2023-06-09	0.139	-0.036	5,871,720	100,901,688	0.64	0.501	0.524	1,611.400024	179,648,080	502,034.1875
ZIP	2023-06-16	0.126	-0.012	5,213,083	100,903,552	0.617	0.49	0.878	1,652.800049	178,622,848	778,175.1875
ZIP	2023-06-23	0.074	-0.052	5,213,083	100,900,904	0.618	0.543	0.63	1,680	177,597,616	702,990.5
ZIP	2023-06-30	0.071	-0.003	5,228,693	100,900,904	0.621	0.55	0.471	1,792	176,572,384	499,921.8125
ZIP	2023-07-07	0.058	-0.013	5,228,693	100,901,952	0.621	0.563	0.762	1,801.099976	175,547,152	347,940.25
ZIP	2023-07-14	0.154	0.096	5,228,693	100,906,144	0.621	0.467	0.637	1,870.800049	174,521,920	382,460.1875
ZIP	2023-07-21	0.087	-0.067	5,492,817	100,905,536	0.636	0.549	0.681	1,805.199951	173,496,688	362,941.1875
ZIP	2023-07-28	0.111	0.024	5,492,817	100,903,544	0.637	0.526	0.6	1,820.300049	172,471,456	345,833.8125
ZIP	2023-08-04	0.148	0.037	5,416,687	100,904,520	0.638	0.49	0.665	1,807.199951	171,446,224	344,513
ZIP	2023-08-11	0.112	-0.036	5,416,687	99,921,120	0.642	0.53	0.607	1,646.699951	170,420,992	772,959
ZIP	2023-08-18	0.121	0.01	5,408,723	99,920,000	0.649	0.528	0.792	1,623.699951	169,283,232	349,106.59375
ZIP	2023-08-25	0.144	0.023	5,408,723	99,920,688	0.65	0.506	0.586	1,637.699951	168,145,456	391,040
ZIP	2023-09-01	0.136	-0.008	5,227,811	99,920,008	0.645	0.509	0.836	1,498.800049	167,007,696	1,209,993
ZIP	2023-09-08	0.073	-0.063	5,227,811	99,919,952	0.645	0.572	0.629	1,497.800049	165,869,920	1,576,853.75
ZIP	2023-09-15	0.034	-0.038	4,841,420	99,920,264	0.626	0.592	0.776	1,503.800049	164,732,160	1,675,514.75
ZIP	2023-09-22	-0.031	-0.065	4,841,420	99,920,760	0.627	0.657	1.221	1,261	163,594,384	2,181,167.25
ZIP	2023-09-29	-0.039	-0.008	4,841,420	99,916,592	0.628	0.667	0.994	1,198	162,456,608	1,197,332
ZIP	2023-10-06	-0.034	0.005	4,588,293	99,916,176	0.616	0.65	0.934	1,192	161,318,848	941,212.375
ZIP	2023-10-13	-0.003	0.03	4,588,293	99,915,888	0.617	0.62	0.868	1,069.099976	160,181,072	776,461.375
ZIP	2023-10-20	-0.039	-0.035	3,841,717	99,915,256	0.58	0.618	0.854	1,061.099976	159,043,312	688,181
ZIP	2023-10-27	0.026	0.064	3,841,717	99,922,552	0.58	0.554	0.138	1,032.199951	157,905,536	531,320.625
ZIP	2023-11-03	-0.011	-0.037	3,528,200	99,923,400	0.566	0.577	1.135	1,174.099976	156,767,776	730,358.625
ZIP	2023-11-10	-0.01	0.001	3,528,200	98,836,024	0.568	0.578	0.885	1,163.300049	155,630,000	873,583.375
ZIP	2023-11-17	0.018	0.028	3,621,483	98,836,272	0.576	0.557	1.291	1,231.5	154,398,256	634,748.1875
ZIP	2023-11-24	0.046	0.028	3,621,483	98,835,936	0.577	0.531	1.036	1,265.099976	153,166,496	503,976.25
ZIP	2023-12-01	-0.039	-0.085	3,168,957	98,831,352	0.544	0.583	0.992	1,336.199951	151,934,752	720,452.1875
ZIP	2023-12-08	0.003	0.042	3,168,957	98,834,448	0.545	0.542	0.96	1,331.300049	150,703,008	531,216.375
ZIP	2023-12-15	0.01	0.007	3,032,353	98,834,048	0.535	0.526	1.26	1,381.699951	149,471,248	612,107.625
ZIP	2023-12-22	0.021	0.011	3,032,353	98,830,160	0.536	0.515	1.714	1,402.400024	148,239,504	484,938.8125
ZIP	2023-12-29	0.088	0.068	3,032,353	98,834,544	0.538	0.45	1.643	1,373.800049	147,007,744	344,371.5
ZIP	2024-01-05	-0.002	-0.09	2,774,080	98,834,176	0.512	0.513	1.081	1,364.900024	145,776,000	579,560.5

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