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
ZTS	2017-03-17	0.027	0.053	6,819,069	491,964,800	0.381	0.354	2.005	26,566.099609	1,260,272,768	3,051,599.75
ZTS	2017-03-24	-0.025	-0.052	6,819,069	491,964,768	0.382	0.406	2.509	26,492.300781	1,256,090,880	2,773,199.75
ZTS	2017-03-31	0.037	0.062	7,411,934	491,963,648	0.399	0.362	1.709	26,256.099609	1,251,909,120	2,725,600
ZTS	2017-04-07	-0.008	-0.045	7,411,934	491,964,224	0.399	0.408	1.638	25,847.800781	1,247,727,232	3,200,000
ZTS	2017-04-14	0.014	0.022	7,411,934	491,964,224	0.4	0.386	1.399	26,123.300781	1,243,545,472	2,154,500
ZTS	2017-04-21	0.062	0.048	9,038,088	491,963,456	0.445	0.383	1.627	26,659.5	1,239,363,584	2,526,000.25
ZTS	2017-04-28	0.033	-0.03	9,162,864	491,964,000	0.447	0.415	1.234	27,604.099609	1,235,181,824	3,222,200
ZTS	2017-05-05	0.069	0.037	9,162,864	490,797,024	0.449	0.38	1.984	29,187.699219	1,231,000,064	5,390,400
ZTS	2017-05-12	0.049	-0.021	9,162,864	490,796,608	0.451	0.402	1.766	29,388.900391	1,233,714,304	3,389,000
ZTS	2017-05-19	0.056	0.007	9,997,191	490,797,536	0.464	0.408	1.519	29,600	1,236,428,544	2,135,400
ZTS	2017-05-26	0.062	0.006	9,997,191	490,796,992	0.463	0.402	1.094	30,728.800781	1,239,142,912	3,033,400
ZTS	2017-06-02	0.089	0.027	10,233,137	490,796,800	0.47	0.381	1.221	30,674.800781	1,241,857,152	3,474,250
ZTS	2017-06-09	0.082	-0.007	10,233,137	490,797,248	0.471	0.389	1.273	30,719	1,244,571,392	2,582,799.75
ZTS	2017-06-16	0.126	0.045	12,791,822	490,796,160	0.522	0.396	1.128	30,699.300781	1,247,285,760	2,555,800
ZTS	2017-06-23	0.118	-0.008	12,791,822	490,796,416	0.522	0.404	1.105	30,812.199219	1,250,000,000	2,775,000
ZTS	2017-06-30	0.119	0.001	10,498,148	490,796,736	0.474	0.355	1.075	30,615.900391	1,252,714,240	1,909,799.875
ZTS	2017-07-07	0.094	-0.025	10,498,148	490,797,248	0.473	0.379	0.909	30,719	1,255,428,608	2,088,250
ZTS	2017-07-14	0.124	0.03	10,498,148	490,797,184	0.474	0.35	1.101	31,092	1,258,142,848	1,988,400
ZTS	2017-07-21	0.073	-0.051	10,031,825	490,796,384	0.446	0.373	1.291	30,998.699219	1,260,857,088	1,769,400.125
ZTS	2017-07-28	0.074	0.001	10,031,825	490,797,312	0.445	0.372	1.556	30,532.5	1,263,571,456	2,933,199.75
ZTS	2017-08-04	0.045	-0.028	9,144,902	490,796,864	0.431	0.386	1.281	30,488.300781	1,266,285,696	1,751,800.125
ZTS	2017-08-11	0.008	-0.037	9,144,902	489,111,008	0.433	0.425	1.808	29,214.599609	1,268,999,936	3,573,199.75
ZTS	2017-08-18	0.039	0.031	9,023,283	489,111,104	0.436	0.397	1.849	29,713.5	1,275,500,032	1,872,800
ZTS	2017-08-25	0.033	-0.006	9,023,283	489,111,328	0.435	0.403	1.47	29,997.199219	1,282,000,000	2,185,600
ZTS	2017-09-01	0.049	0.017	7,970,079.5	489,112,448	0.401	0.351	1.472	30,750.5	1,288,499,968	1,975,399.875
ZTS	2017-09-08	0.003	-0.047	7,970,079.5	489,111,296	0.401	0.398	1.579	31,645.5	1,295,000,064	2,810,750
ZTS	2017-09-15	0.067	0.064	8,767,605	489,111,968	0.41	0.343	1.522	31,890.099609	1,301,500,032	1,978,000
ZTS	2017-09-22	0.021	-0.046	8,767,605	489,111,584	0.41	0.389	2.043	31,381.400391	1,308,000,000	1,799,200
ZTS	2017-09-29	0.062	0.041	8,767,605	489,112,320	0.41	0.348	1.239	31,185.800781	1,314,499,968	1,884,999.875
ZTS	2017-10-06	0.056	-0.006	10,416,583	489,112,160	0.452	0.396	0.98	31,180.900391	1,320,999,936	2,098,400
ZTS	2017-10-13	0.105	0.049	10,416,583	489,112,160	0.453	0.347	1.06	32,007.5	1,327,500,032	1,824,999.875
ZTS	2017-10-20	0.095	-0.011	9,061,516	489,111,296	0.423	0.329	1.716	32,252	1,334,000,000	1,938,000
ZTS	2017-10-27	0.039	-0.056	9,061,516	489,111,616	0.423	0.384	1.509	31,327.599609	1,340,499,968	2,236,400.25
ZTS	2017-11-03	0.026	-0.012	8,946,009	487,287,808	0.423	0.397	1.578	33,471.800781	1,347,000,064	4,056,600
ZTS	2017-11-10	0.019	-0.007	8,946,009	487,287,712	0.423	0.404	1.34	33,686.199219	1,354,533,376	3,428,400.25
ZTS	2017-11-17	0.006	-0.013	7,969,922	487,287,776	0.402	0.395	2.26	34,495.101563	1,362,066,688	2,321,000
ZTS	2017-11-24	-0.016	-0.023	7,969,922	487,288,544	0.402	0.418	1.438	34,738.800781	1,369,600,000	1,907,750
ZTS	2017-12-01	0.088	0.105	8,356,895	487,287,648	0.405	0.317	1.932	35,230.898438	1,377,133,312	2,152,200
ZTS	2017-12-08	0.031	-0.057	8,356,895	487,288,576	0.405	0.374	3.262	35,026.300781	1,384,666,624	2,336,800
ZTS	2017-12-15	0.037	0.006	8,020,068	487,288,800	0.397	0.36	1.58	35,065.300781	1,392,199,936	1,783,000.125
ZTS	2017-12-22	0.027	-0.01	8,020,068	487,288,512	0.398	0.371	1.682	35,079.898438	1,399,733,376	1,583,800.125
ZTS	2017-12-29	0.06	0.033	8,020,068	487,287,584	0.399	0.339	2.002	35,104.199219	1,407,266,688	1,091,500
ZTS	2018-01-05	0.007	-0.052	7,717,375	487,288,704	0.389	0.382	1.536	35,747.5	1,414,800,000	2,291,250
ZTS	2018-01-12	0.027	0.02	7,717,375	487,288,768	0.389	0.362	1.682	36,736.699219	1,422,333,312	2,431,200
ZTS	2018-01-19	0.008	-0.019	6,933,412	487,287,904	0.391	0.382	2.262	37,336	1,429,866,624	3,197,000
ZTS	2018-01-26	0.006	-0.003	6,933,412	487,288,064	0.391	0.385	1.854	39,026.898438	1,437,400,064	2,780,800
ZTS	2018-02-02	0.07	0.064	6,835,674	487,288,352	0.376	0.306	1.976	37,414	1,444,933,376	3,236,800
ZTS	2018-02-09	-0.038	-0.107	6,835,674	487,288,224	0.376	0.413	2.791	35,255.300781	1,452,466,688	3,689,600
ZTS	2018-02-16	-0.095	-0.057	4,248,866	485,253,952	0.288	0.383	3.153	38,689.300781	1,460,000,000	3,776,399.75
ZTS	2018-02-23	-0.095	-0	4,248,866	485,254,240	0.289	0.384	2.774	40,174.199219	1,451,454,592	3,041,250
ZTS	2018-03-02	-0.081	0.014	4,102,035	485,253,408	0.27	0.351	3.9	39,441.398438	1,442,909,056	2,291,599.75
ZTS	2018-03-09	-0.099	-0.018	4,102,035	485,253,248	0.271	0.37	3.052	41,013.601563	1,434,363,648	2,514,800.25
ZTS	2018-03-16	-0.044	0.055	5,234,543	485,254,144	0.32	0.364	3.08	41,052.5	1,425,818,240	2,145,600
ZTS	2018-03-23	-0.086	-0.042	5,234,543	485,253,088	0.32	0.407	2.591	39,111.398438	1,417,272,704	2,841,600
ZTS	2018-03-30	-0.11	-0.024	4,944,863	485,253,280	0.301	0.411	2.554	40,523.5	1,408,727,296	3,134,500
ZTS	2018-04-06	-0.1	0.01	4,944,863	485,253,824	0.301	0.401	2.103	39,291	1,400,181,760	2,629,800
ZTS	2018-04-13	-0.114	-0.014	3,799,151	485,254,272	0.255	0.37	0.475	40,552.699219	1,391,636,352	1,805,200
ZTS	2018-04-20	-0.112	0.002	3,799,151	485,253,344	0.255	0.367	3.081	41,464.898438	1,383,090,944	1,941,200
ZTS	2018-04-27	-0.122	-0.01	3,799,151	485,253,408	0.256	0.378	4.294	41,168.898438	1,374,545,408	1,647,399.875
ZTS	2018-05-04	-0.141	-0.019	3,981,851	483,865,920	0.262	0.403	4.303	39,464.101563	1,366,000,000	4,339,600
ZTS	2018-05-11	-0.109	0.031	3,981,851	483,865,024	0.262	0.371	3.387	40,862.398438	1,369,769,216	2,323,000
ZTS	2018-05-18	-0.04	0.069	5,177,337	483,864,896	0.313	0.354	0.46	40,838.199219	1,373,538,432	2,381,800
ZTS	2018-05-25	-0.102	-0.062	5,177,337	483,865,216	0.314	0.416	2.488	40,485	1,377,307,648	1,604,199.875
ZTS	2018-06-01	-0.058	0.044	5,253,771	483,865,632	0.318	0.376	3.027	41,331.800781	1,381,076,864	1,956,999.875
ZTS	2018-06-08	-0.046	0.012	5,253,771	483,864,960	0.318	0.364	2.259	41,989.800781	1,384,846,208	1,931,800.125
ZTS	2018-06-15	-0.008	0.038	6,215,071.5	483,865,504	0.353	0.361	4.211	43,160.800781	1,388,615,424	2,710,000.25
ZTS	2018-06-22	-0.042	-0.034	6,215,071.5	483,865,088	0.353	0.395	2.031	41,525.300781	1,392,384,640	4,336,200
ZTS	2018-06-29	-0.005	0.037	6,215,071.5	483,865,472	0.353	0.358	2.248	41,220.5	1,396,153,856	2,906,600
ZTS	2018-07-06	-0.065	-0.06	5,814,044	483,865,984	0.329	0.394	1.727	42,028.601563	1,399,923,072	1,898,000
ZTS	2018-07-13	-0.053	0.012	5,814,044	483,865,792	0.329	0.382	2.237	41,680.199219	1,403,692,288	2,653,199.75
ZTS	2018-07-20	-0.101	-0.048	4,444,988	483,865,600	0.276	0.377	2.307	41,268.898438	1,407,461,504	1,965,200
ZTS	2018-07-27	-0.09	0.011	4,444,988	483,865,056	0.277	0.367	3.28	41,225.300781	1,411,230,720	2,838,200
ZTS	2018-08-03	-0.103	-0.013	4,931,114	481,823,648	0.295	0.398	2.981	44,149.5	1,415,000,064	3,593,000
ZTS	2018-08-10	-0.077	0.026	4,931,114	481,823,328	0.297	0.374	3.53	44,183.199219	1,420,000,000	2,129,400
ZTS	2018-08-17	-0.076	0.001	5,435,155	481,823,520	0.317	0.393	2.729	44,072.398438	1,424,999,936	2,203,200
ZTS	2018-08-24	-0.083	-0.007	5,435,155	481,823,648	0.316	0.399	3.016	43,171.398438	1,430,000,000	1,756,600.125
ZTS	2018-08-31	-0.02	0.063	5,782,561	481,823,392	0.327	0.347	2.82	43,653.199219	1,435,000,064	1,759,000.125
ZTS	2018-09-07	-0.069	-0.049	5,782,561	481,823,776	0.327	0.396	2.847	43,089.5	1,440,000,000	1,989,500
ZTS	2018-09-14	-0.046	0.023	5,782,561	481,823,392	0.327	0.373	1.727	42,887.101563	1,444,999,936	1,978,800
ZTS	2018-09-21	-0.083	-0.037	4,966,897	481,823,424	0.303	0.385	2.467	43,282.199219	1,450,000,000	2,507,599.75
ZTS	2018-09-28	-0.09	-0.007	4,966,897	481,823,968	0.303	0.393	2.998	44,115.800781	1,455,000,064	1,743,600
ZTS	2018-10-05	-0.074	0.016	4,691,660	481,823,808	0.283	0.357	4.212	44,303.699219	1,460,000,000	2,272,200
ZTS	2018-10-12	-0.149	-0.075	4,691,660	481,823,392	0.283	0.432	3.108	42,834.101563	1,464,999,808	2,217,999.75
ZTS	2018-10-19	-0.052	0.097	5,343,811	481,823,520	0.299	0.352	2.138	44,072.398438	1,470,000,000	2,080,800
ZTS	2018-10-26	-0.127	-0.075	5,343,811	481,823,296	0.299	0.426	2.858	42,810	1,475,000,064	2,470,600
ZTS	2018-11-02	-0.155	-0.028	5,039,830	480,450,592	0.291	0.446	2.719	44,571.398438	1,480,000,000	3,134,200
ZTS	2018-11-09	-0.093	0.062	5,039,830	480,451,392	0.292	0.385	2.412	45,772.601563	1,485,600,000	2,416,200
ZTS	2018-11-16	-0.054	0.039	5,399,591	480,450,880	0.301	0.355	2.986	44,331.199219	1,491,200,000	2,439,000
ZTS	2018-11-23	-0.123	-0.069	5,399,591	480,450,464	0.302	0.425	2.031	42,875.398438	1,496,800,000	1,977,250
ZTS	2018-11-30	-0.078	0.045	4,639,796	480,450,592	0.275	0.353	3.047	45,099.898438	1,502,400,000	2,359,800
ZTS	2018-12-07	-0.152	-0.073	4,639,796	480,450,688	0.275	0.427	2.965	42,322.898438	1,508,000,000	2,294,500
ZTS	2018-12-14	-0.102	0.049	4,639,796	480,451,104	0.276	0.378	3.15	42,495.898438	1,513,600,000	1,849,600
ZTS	2018-12-21	-0.114	-0.012	5,122,656.5	480,450,528	0.294	0.408	2.329	39,243.199219	1,519,200,000	3,242,400
ZTS	2018-12-28	-0.112	0.002	5,122,656.5	480,450,944	0.293	0.405	2.527	40,593.300781	1,524,800,000	1,865,750
ZTS	2019-01-04	-0.081	0.031	5,184,120	480,450,688	0.298	0.38	2.215	40,723	1,530,400,000	2,454,500
ZTS	2019-01-11	-0.082	-0.001	5,184,120	480,450,880	0.298	0.381	2.993	41,347.601563	1,536,000,000	2,200,200
ZTS	2019-01-18	-0.071	0.012	5,088,184	480,450,432	0.29	0.361	3.457	40,641.300781	1,541,600,000	2,704,399.75
ZTS	2019-01-25	-0.107	-0.036	5,088,184	480,451,008	0.29	0.397	6.273	40,689.398438	1,547,200,000	2,940,750
ZTS	2019-02-01	-0.064	0.043	4,895,145	480,450,976	0.281	0.345	2.237	41,866.5	1,552,800,000	2,227,000
ZTS	2019-02-08	-0.121	-0.057	4,895,145	480,451,488	0.282	0.404	3.435	41,717.601563	1,558,400,000	2,119,600

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