Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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Split (1)

train · 3.72M 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
ZTS	2017-08-04	0.057	-0.02	9,144,902	490,796,864	0.432	0.375	2.439	30,488.300781	1,266,285,696	1,751,800.125
ZTS	2017-08-11	0.023	-0.034	9,144,902	489,111,008	0.434	0.411	1.613	29,214.599609	1,268,999,936	3,573,199.75
ZTS	2017-08-18	0.031	0.008	9,023,283	489,111,104	0.437	0.406	2.985	29,713.5	1,275,500,032	1,872,800
ZTS	2017-08-25	0.03	-0.001	9,023,283	489,111,328	0.436	0.406	1.734	29,997.199219	1,282,000,000	2,185,600
ZTS	2017-09-01	0.045	0.015	7,970,079.5	489,112,448	0.401	0.356	2.214	30,750.5	1,288,499,968	1,975,399.875
ZTS	2017-09-08	0.027	-0.018	7,970,079.5	489,111,296	0.401	0.374	1.922	31,645.5	1,295,000,064	2,810,750
ZTS	2017-09-15	0.05	0.023	8,767,605	489,111,968	0.411	0.361	1.55	31,890.099609	1,301,500,032	1,978,000
ZTS	2017-09-22	0.029	-0.021	8,767,605	489,111,584	0.411	0.382	1.478	31,381.400391	1,308,000,000	1,799,200
ZTS	2017-09-29	0.071	0.041	8,767,605	489,112,320	0.411	0.34	1.245	31,185.800781	1,314,499,968	1,884,999.875
ZTS	2017-10-06	0.056	-0.014	10,416,583	489,112,160	0.453	0.397	1.325	31,180.900391	1,320,999,936	2,098,400
ZTS	2017-10-13	0.082	0.026	10,416,583	489,112,160	0.453	0.371	1.444	32,007.5	1,327,500,032	1,824,999.875
ZTS	2017-10-20	0.07	-0.012	9,061,516	489,111,296	0.424	0.354	1.336	32,252	1,334,000,000	1,938,000
ZTS	2017-10-27	0.056	-0.014	9,061,516	489,111,616	0.424	0.368	1.117	31,327.599609	1,340,499,968	2,236,400.25
ZTS	2017-11-03	0.04	-0.017	8,946,009	487,287,808	0.424	0.384	1.696	33,471.800781	1,347,000,064	4,056,600
ZTS	2017-11-10	0.038	-0.001	8,946,009	487,287,712	0.424	0.385	1.854	33,686.199219	1,354,533,376	3,428,400.25
ZTS	2017-11-17	0.015	-0.023	7,969,922	487,287,776	0.402	0.387	1.738	34,495.101563	1,362,066,688	2,321,000
ZTS	2017-11-24	0.001	-0.014	7,969,922	487,288,544	0.403	0.401	1.469	34,738.800781	1,369,600,000	1,907,750
ZTS	2017-12-01	0.088	0.087	8,356,895	487,287,648	0.406	0.318	1.424	35,230.898438	1,377,133,312	2,152,200
ZTS	2017-12-08	0.056	-0.031	8,356,895	487,288,576	0.406	0.349	1.521	35,026.300781	1,384,666,624	2,336,800
ZTS	2017-12-15	0.04	-0.016	8,020,068	487,288,800	0.398	0.358	1.654	35,065.300781	1,392,199,936	1,783,000.125
ZTS	2017-12-22	0.014	-0.026	8,020,068	487,288,512	0.398	0.384	1.491	35,079.898438	1,399,733,376	1,583,800.125
ZTS	2017-12-29	0.048	0.033	8,020,068	487,287,584	0.399	0.351	1.875	35,104.199219	1,407,266,688	1,091,500
ZTS	2018-01-05	0.019	-0.029	7,717,375	487,288,704	0.39	0.37	1.507	35,747.5	1,414,800,000	2,291,250
ZTS	2018-01-12	0.02	0.001	7,717,375	487,288,768	0.389	0.369	2.091	36,736.699219	1,422,333,312	2,431,200
ZTS	2018-01-19	0.028	0.008	6,933,412	487,287,904	0.392	0.363	1.805	37,336	1,429,866,624	3,197,000
ZTS	2018-01-26	0.003	-0.025	6,933,412	487,288,064	0.392	0.389	1.864	39,026.898438	1,437,400,064	2,780,800
ZTS	2018-02-02	0.064	0.061	6,835,674	487,288,352	0.376	0.312	1.889	37,414	1,444,933,376	3,236,800
ZTS	2018-02-09	-0.038	-0.102	6,835,674	487,288,224	0.377	0.414	1.784	35,255.300781	1,452,466,688	3,689,600
ZTS	2018-02-16	-0.085	-0.047	4,248,866	485,253,952	0.289	0.374	3.153	38,689.300781	1,460,000,000	3,776,399.75
ZTS	2018-02-23	-0.108	-0.023	4,248,866	485,254,240	0.29	0.398	4.048	40,174.199219	1,451,454,592	3,041,250
ZTS	2018-03-02	-0.103	0.005	4,102,035	485,253,408	0.271	0.373	3.09	39,441.398438	1,442,909,056	2,291,599.75
ZTS	2018-03-09	-0.11	-0.008	4,102,035	485,253,248	0.271	0.382	3.53	41,013.601563	1,434,363,648	2,514,800.25
ZTS	2018-03-16	-0.044	0.067	5,234,543	485,254,144	0.321	0.364	1.981	41,052.5	1,425,818,240	2,145,600
ZTS	2018-03-23	-0.082	-0.039	5,234,543	485,253,088	0.321	0.404	2.531	39,111.398438	1,417,272,704	2,841,600
ZTS	2018-03-30	-0.115	-0.033	4,944,863	485,253,280	0.301	0.416	3.396	40,523.5	1,408,727,296	3,134,500
ZTS	2018-04-06	-0.101	0.014	4,944,863	485,253,824	0.301	0.402	2.084	39,291	1,400,181,760	2,629,800
ZTS	2018-04-13	-0.135	-0.035	3,799,151	485,254,272	0.256	0.391	3.028	40,552.699219	1,391,636,352	1,805,200
ZTS	2018-04-20	-0.11	0.025	3,799,151	485,253,344	0.255	0.365	3.376	41,464.898438	1,383,090,944	1,941,200
ZTS	2018-04-27	-0.12	-0.01	3,799,151	485,253,408	0.256	0.376	3.038	41,168.898438	1,374,545,408	1,647,399.875
ZTS	2018-05-04	-0.141	-0.021	3,981,851	483,865,920	0.262	0.403	3.813	39,464.101563	1,366,000,000	4,339,600
ZTS	2018-05-11	-0.099	0.042	3,981,851	483,865,024	0.262	0.361	3.43	40,862.398438	1,369,769,216	2,323,000
ZTS	2018-05-18	-0.047	0.051	5,177,337	483,864,896	0.313	0.361	2.09	40,838.199219	1,373,538,432	2,381,800
ZTS	2018-05-25	-0.094	-0.046	5,177,337	483,865,216	0.314	0.408	2.652	40,485	1,377,307,648	1,604,199.875
ZTS	2018-06-01	-0.048	0.046	5,253,771	483,865,632	0.318	0.366	3.156	41,331.800781	1,381,076,864	1,956,999.875
ZTS	2018-06-08	-0.045	0.003	5,253,771	483,864,960	0.318	0.363	3.024	41,989.800781	1,384,846,208	1,931,800.125
ZTS	2018-06-15	0.007	0.052	6,215,071.5	483,865,504	0.353	0.346	2.195	43,160.800781	1,388,615,424	2,710,000.25
ZTS	2018-06-22	-0.013	-0.02	6,215,071.5	483,865,088	0.353	0.366	1.912	41,525.300781	1,392,384,640	4,336,200
ZTS	2018-06-29	-0.02	-0.007	6,215,071.5	483,865,472	0.353	0.373	2.014	41,220.5	1,396,153,856	2,906,600
ZTS	2018-07-06	-0.046	-0.027	5,814,044	483,865,984	0.33	0.376	2.29	42,028.601563	1,399,923,072	1,898,000
ZTS	2018-07-13	-0.042	0.004	5,814,044	483,865,792	0.33	0.372	2.42	41,680.199219	1,403,692,288	2,653,199.75
ZTS	2018-07-20	-0.102	-0.06	4,444,988	483,865,600	0.277	0.379	3.237	41,268.898438	1,407,461,504	1,965,200
ZTS	2018-07-27	-0.087	0.015	4,444,988	483,865,056	0.278	0.365	3.757	41,225.300781	1,411,230,720	2,838,200
ZTS	2018-08-03	-0.111	-0.024	4,931,114	481,823,648	0.296	0.406	2.728	44,149.5	1,415,000,064	3,593,000
ZTS	2018-08-10	-0.076	0.035	4,931,114	481,823,328	0.298	0.373	3.216	44,183.199219	1,420,000,000	2,129,400
ZTS	2018-08-17	-0.052	0.024	5,435,155	481,823,520	0.317	0.369	2.171	44,072.398438	1,424,999,936	2,203,200
ZTS	2018-08-24	-0.061	-0.009	5,435,155	481,823,648	0.316	0.378	1.854	43,171.398438	1,430,000,000	1,756,600.125
ZTS	2018-08-31	-0.028	0.034	5,782,561	481,823,392	0.327	0.355	2.338	43,653.199219	1,435,000,064	1,759,000.125
ZTS	2018-09-07	-0.063	-0.035	5,782,561	481,823,776	0.327	0.39	2.076	43,089.5	1,440,000,000	1,989,500
ZTS	2018-09-14	-0.035	0.028	5,782,561	481,823,392	0.327	0.362	1.802	42,887.101563	1,444,999,936	1,978,800
ZTS	2018-09-21	-0.078	-0.043	4,966,897	481,823,424	0.303	0.381	2.631	43,282.199219	1,450,000,000	2,507,599.75
ZTS	2018-09-28	-0.09	-0.012	4,966,897	481,823,968	0.303	0.393	2.57	44,115.800781	1,455,000,064	1,743,600
ZTS	2018-10-05	-0.057	0.034	4,691,660	481,823,808	0.283	0.34	2.898	44,303.699219	1,460,000,000	2,272,200
ZTS	2018-10-12	-0.144	-0.087	4,691,660	481,823,392	0.283	0.427	2.306	42,834.101563	1,464,999,808	2,217,999.75
ZTS	2018-10-19	-0.057	0.087	5,343,811	481,823,520	0.3	0.357	2.941	44,072.398438	1,470,000,000	2,080,800
ZTS	2018-10-26	-0.107	-0.05	5,343,811	481,823,296	0.299	0.406	2.386	42,810	1,475,000,064	2,470,600
ZTS	2018-11-02	-0.135	-0.029	5,039,830	480,450,592	0.291	0.427	2.915	44,571.398438	1,480,000,000	3,134,200
ZTS	2018-11-09	-0.094	0.042	5,039,830	480,451,392	0.292	0.386	2.517	45,772.601563	1,485,600,000	2,416,200
ZTS	2018-11-16	-0.044	0.05	5,399,591	480,450,880	0.301	0.345	2.663	44,331.199219	1,491,200,000	2,439,000
ZTS	2018-11-23	-0.108	-0.065	5,399,591	480,450,464	0.302	0.41	2.936	42,875.398438	1,496,800,000	1,977,250
ZTS	2018-11-30	-0.082	0.026	4,639,796	480,450,592	0.275	0.357	2.235	45,099.898438	1,502,400,000	2,359,800
ZTS	2018-12-07	-0.143	-0.061	4,639,796	480,450,688	0.275	0.418	0.495	42,322.898438	1,508,000,000	2,294,500
ZTS	2018-12-14	-0.088	0.055	4,639,796	480,451,104	0.276	0.364	2.898	42,495.898438	1,513,600,000	1,849,600
ZTS	2018-12-21	-0.093	-0.005	5,122,656.5	480,450,528	0.294	0.386	2.413	39,243.199219	1,519,200,000	3,242,400
ZTS	2018-12-28	-0.109	-0.016	5,122,656.5	480,450,944	0.293	0.402	2.506	40,593.300781	1,524,800,000	1,865,750
ZTS	2019-01-04	-0.071	0.037	5,184,120	480,450,688	0.299	0.37	2.621	40,723	1,530,400,000	2,454,500
ZTS	2019-01-11	-0.063	0.008	5,184,120	480,450,880	0.298	0.362	2.233	41,347.601563	1,536,000,000	2,200,200
ZTS	2019-01-18	-0.074	-0.01	5,088,184	480,450,432	0.29	0.364	3.07	40,641.300781	1,541,600,000	2,704,399.75
ZTS	2019-01-25	-0.094	-0.02	5,088,184	480,451,008	0.29	0.384	1.802	40,689.398438	1,547,200,000	2,940,750
ZTS	2019-02-01	-0.072	0.022	4,895,145	480,450,976	0.281	0.353	2.631	41,866.5	1,552,800,000	2,227,000
ZTS	2019-02-08	-0.115	-0.043	4,895,145	480,451,488	0.282	0.397	2.873	41,717.601563	1,558,400,000	2,119,600
ZTS	2019-02-15	0.007	0.121	5,620,907	478,772,128	0.316	0.31	2.898	45,660.5	1,564,000,000	3,682,400
ZTS	2019-02-22	-0.04	-0.047	5,620,907	478,771,808	0.316	0.357	2.29	45,296.601563	1,554,090,880	2,043,250
ZTS	2019-03-01	-0.032	0.009	5,620,907	478,771,776	0.318	0.349	2.573	45,842.398438	1,544,181,760	1,796,400
ZTS	2019-03-08	-0.041	-0.009	5,630,016	478,771,744	0.315	0.356	2.312	44,243.300781	1,534,272,768	2,782,000.25
ZTS	2019-03-15	0.022	0.063	6,245,409	478,772,032	0.341	0.318	2.296	46,397.800781	1,524,363,648	2,524,800
ZTS	2019-03-22	-0.023	-0.045	6,245,409	478,771,584	0.342	0.365	2.183	46,886.101563	1,514,454,528	1,746,000
ZTS	2019-03-29	0.001	0.024	6,245,409	478,772,256	0.341	0.341	2.032	48,198	1,504,545,536	1,858,000
ZTS	2019-04-05	-0.038	-0.039	6,624,941	478,772,000	0.342	0.381	2.285	48,892.199219	1,494,636,416	2,101,600
ZTS	2019-04-12	0.034	0.072	6,624,941	478,771,520	0.342	0.308	2.392	48,676.699219	1,484,727,296	1,566,599.875
ZTS	2019-04-19	-0.001	-0.035	6,532,559	478,772,096	0.344	0.345	2.727	47,412.800781	1,474,818,176	2,314,250
ZTS	2019-04-26	0.004	0.006	6,532,559	478,772,160	0.344	0.339	1.879	49,481.101563	1,464,909,056	2,093,799.875
ZTS	2019-05-03	-0.011	-0.015	5,694,570	478,656,416	0.323	0.334	2.613	49,660.601563	1,455,000,064	2,373,000
ZTS	2019-05-10	-0.06	-0.05	5,694,570	478,655,776	0.322	0.382	2.166	48,961.699219	1,461,571,456	1,548,999.875
ZTS	2019-05-17	0.02	0.08	5,424,968	478,656,448	0.319	0.299	2.234	48,808.601563	1,468,142,848	1,763,399.875
ZTS	2019-05-24	-0.026	-0.046	5,424,968	478,656,224	0.32	0.345	2.735	49,014.398438	1,474,714,240	1,376,800
ZTS	2019-05-31	-0.048	-0.022	4,660,691	478,656,096	0.289	0.337	2.472	48,368.199219	1,481,285,760	2,277,750
ZTS	2019-06-07	-0.087	-0.039	4,660,691	478,656,192	0.288	0.376	3.399	52,680.898438	1,487,857,152	3,084,200
ZTS	2019-06-14	-0.015	0.072	4,660,691	478,656,000	0.289	0.304	2.386	53,030.300781	1,494,428,544	1,984,600.125
ZTS	2019-06-21	-0.113	-0.097	3,977,043	478,656,096	0.26	0.372	3.035	54,030.699219	1,500,999,936	2,575,800
ZTS	2019-06-28	-0.127	-0.014	3,977,043	478,656,288	0.26	0.387	2.969	54,322.699219	1,507,571,456	1,810,200.125

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