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paperswithbacktest
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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	2013-05-17	-0.084	0.054	2,937,257	499,999,968	0.253	0.337	3.66	16,950	1,090,000,000	823,000
ZTS	2013-05-24	-0.144	-0.06	2,937,257	500,000,000	0.252	0.396	5.584	16,730	1,091,846,144	8,670,800
ZTS	2013-05-31	-0.19	-0.046	1,671,591	500,000,000	0.21	0.4	7.976	16,000	1,093,692,288	4,625,500
ZTS	2013-06-07	-0.205	-0.015	1,671,591	500,000,000	0.21	0.415	9.094	15,750	1,095,538,432	3,897,000
ZTS	2013-06-14	-0.197	0.008	1,671,591	500,000,000	0.211	0.407	10.608	15,400	1,097,384,576	7,104,600
ZTS	2013-06-21	0.25	0.447	19,008,768	500,000,000	0.668	0.417	1.542	15,300	1,099,230,720	24,637,400
ZTS	2013-06-28	0.233	-0.017	19,008,768	500,000,000	0.668	0.434	1.498	15,445	1,101,076,864	22,841,400
ZTS	2013-07-05	0.275	0.042	26,791,264	500,000,000	0.731	0.456	0.782	15,085	1,102,923,136	13,126,750
ZTS	2013-07-12	0.293	0.018	26,791,264	500,000,000	0.732	0.439	0.561	15,675	1,104,769,280	8,160,400
ZTS	2013-07-19	0.374	0.081	37,864,848	500,000,000	0.785	0.411	0.33	15,120	1,106,615,424	5,009,800
ZTS	2013-07-26	0.356	-0.018	37,864,848	500,000,000	0.786	0.43	0.385	15,215	1,108,461,568	4,952,600
ZTS	2013-08-02	0.274	-0.082	22,624,624	500,000,000	0.692	0.418	0.58	15,470	1,110,307,712	5,484,600
ZTS	2013-08-09	0.265	-0.009	22,624,624	500,000,000	0.694	0.428	0.778	15,455	1,112,153,856	7,123,999.5
ZTS	2013-08-16	-0.053	-0.318	5,939,146	500,000,000	0.378	0.431	2.326	15,000	1,114,000,128	4,453,200
ZTS	2013-08-23	-0.037	0.015	5,939,146	500,000,000	0.379	0.416	3.039	15,100	1,113,153,792	3,075,800
ZTS	2013-08-30	-0.003	0.035	7,182,834	500,000,000	0.433	0.436	1.83	14,575	1,112,307,712	5,247,400
ZTS	2013-09-06	0.02	0.022	7,182,834	500,000,000	0.434	0.414	2.067	15,305	1,111,461,504	4,043,250
ZTS	2013-09-13	0.03	0.01	7,182,834	500,000,000	0.434	0.404	1.697	15,525	1,110,615,424	4,016,800
ZTS	2013-09-20	-0.05	-0.08	5,877,760	500,000,032	0.369	0.419	2.521	16,095	1,109,769,216	6,219,800
ZTS	2013-09-27	-0.025	0.025	5,877,760	500,000,000	0.369	0.394	2.12	15,575	1,108,923,136	2,676,000
ZTS	2013-10-04	-0.078	-0.053	4,968,063	500,000,000	0.32	0.398	2.913	16,025	1,108,076,928	3,508,200
ZTS	2013-10-11	-0.096	-0.018	4,968,063	499,999,968	0.32	0.416	3.45	16,200	1,107,230,720	4,503,000
ZTS	2013-10-18	0.045	0.141	7,702,758	499,999,968	0.439	0.394	1.755	16,610	1,106,384,640	3,070,400
ZTS	2013-10-25	0.058	0.013	7,702,758	499,999,968	0.438	0.38	2.066	16,235	1,105,538,432	2,482,800.25
ZTS	2013-11-01	0.019	-0.039	6,921,253	500,000,000	0.406	0.387	2.132	15,920	1,104,692,352	4,215,800
ZTS	2013-11-08	0.009	-0.01	6,921,253	500,000,000	0.406	0.397	2.287	15,795	1,103,846,144	5,414,600
ZTS	2013-11-15	-0.059	-0.068	4,454,677	500,006,272	0.321	0.379	2.58	15,905.200195	1,103,000,064	3,401,999.75
ZTS	2013-11-22	-0.062	-0.003	4,454,677	500,006,368	0.32	0.382	2.868	15,680.200195	1,110,947,328	3,229,600
ZTS	2013-11-29	-0.067	-0.005	4,454,677	500,006,432	0.32	0.388	3.583	15,575.200195	1,118,894,720	2,990,000.25
ZTS	2013-12-06	-0.034	0.033	5,005,990	500,006,336	0.35	0.384	3.654	15,770.200195	1,126,842,112	4,507,600
ZTS	2013-12-13	-0.04	-0.006	5,005,990	500,006,336	0.35	0.39	2.502	15,790.200195	1,134,789,504	3,468,400.25
ZTS	2013-12-20	-0.024	0.015	5,275,750	500,006,176	0.367	0.392	2.56	16,190.200195	1,142,736,896	3,215,600.25
ZTS	2013-12-27	0.007	0.031	5,275,750	500,006,176	0.367	0.36	2.216	16,335.200195	1,150,684,160	1,417,750
ZTS	2014-01-03	-0.001	-0.008	5,244,503	500,006,272	0.372	0.373	2.287	16,025.200195	1,158,631,552	2,293,750
ZTS	2014-01-10	0.001	0.002	5,244,503	500,006,144	0.371	0.37	3.376	16,270.200195	1,166,578,944	2,873,999.75
ZTS	2014-01-17	0.038	0.037	5,558,706	500,006,304	0.393	0.355	2.01	15,865.200195	1,174,526,336	2,751,000
ZTS	2014-01-24	0.026	-0.013	5,558,706	500,006,368	0.393	0.367	2.666	15,730.200195	1,182,473,728	4,790,250
ZTS	2014-01-31	-0.108	-0.133	3,088,081	500,006,592	0.274	0.382	5.645	15,180.200195	1,190,420,992	4,858,200
ZTS	2014-02-07	-0.098	0.01	3,088,081	500,006,496	0.274	0.372	5.276	15,350.200195	1,198,368,384	4,288,400
ZTS	2014-02-14	-0.143	-0.046	3,088,081	500,006,720	0.275	0.418	5.5	14,940.200195	1,206,315,776	12,666,800
ZTS	2014-02-21	-0.121	0.022	3,676,997	500,006,752	0.294	0.415	3.718	14,805.200195	1,214,263,168	5,048,250
ZTS	2014-02-28	-0.176	-0.055	3,676,997	500,006,432	0.294	0.47	4.049	15,510.200195	1,222,210,560	4,026,200
ZTS	2014-03-07	-0.135	0.041	4,731,820	500,006,560	0.319	0.455	3.231	15,290.200195	1,230,157,952	4,295,199.5
ZTS	2014-03-14	-0.174	-0.039	4,731,820	500,006,816	0.319	0.494	2.43	14,710.200195	1,238,105,216	3,804,000
ZTS	2014-03-21	-0.15	0.024	4,693,390	500,006,848	0.316	0.466	3.138	14,630.200195	1,246,052,608	5,664,600
ZTS	2014-03-28	-0.16	-0.01	4,693,390	500,730,784	0.316	0.476	2.518	14,526.200195	1,254,000,000	4,222,600
ZTS	2014-04-04	-0.188	-0.028	4,229,556	500,729,888	0.285	0.472	4.127	14,681.400391	1,231,571,456	4,509,400
ZTS	2014-04-11	-0.199	-0.011	4,229,556	500,728,896	0.284	0.484	3.284	14,220.700195	1,209,142,912	4,201,800
ZTS	2014-04-18	-0.199	0.001	4,028,022	500,730,784	0.274	0.473	2.992	14,320.900391	1,186,714,240	3,359,500
ZTS	2014-04-25	-0.209	-0.01	4,028,022	500,729,440	0.273	0.482	3.874	15,102	1,164,285,696	5,173,000
ZTS	2014-05-02	-0.178	0.031	4,319,321	500,727,808	0.277	0.455	3.971	15,342.299805	1,141,857,152	3,320,200
ZTS	2014-05-09	-0.202	-0.024	4,319,321	500,730,176	0.278	0.48	2.762	15,292.299805	1,119,428,480	4,759,000
ZTS	2014-05-16	-0.153	0.05	5,445,838	501,019,616	0.312	0.464	2.452	15,331.200195	1,096,999,936	2,464,000
ZTS	2014-05-23	-0.149	0.004	5,445,838	501,018,656	0.312	0.461	2.34	15,296.099609	1,101,692,288	3,448,200
ZTS	2014-05-30	-0.15	-0.001	5,233,929	501,019,520	0.305	0.455	2.555	15,381.299805	1,106,384,640	3,468,750
ZTS	2014-06-06	-0.133	0.017	5,233,929	501,017,632	0.304	0.438	2.389	15,902.299805	1,111,076,864	3,108,600
ZTS	2014-06-13	-0.136	-0.003	5,233,929	501,018,080	0.304	0.44	2.443	16,092.700195	1,115,769,216	3,526,400
ZTS	2014-06-20	-0.118	0.018	5,557,274	501,019,712	0.317	0.435	2.092	16,263.099609	1,120,461,568	4,197,200
ZTS	2014-06-27	-0.11	0.008	5,557,274	501,019,136	0.317	0.426	2.563	16,223	1,125,153,792	2,142,400
ZTS	2014-07-04	-0.115	-0.005	6,306,669	501,017,920	0.332	0.446	1.945	16,488.5	1,129,846,144	1,832,999.875
ZTS	2014-07-11	-0.121	-0.006	6,306,669	501,019,456	0.332	0.453	2.823	16,218	1,134,538,496	1,740,199.875
ZTS	2014-07-18	-0.098	0.023	5,728,218	501,018,688	0.31	0.408	2.207	16,378.299805	1,139,230,720	2,315,800
ZTS	2014-07-25	-0.085	0.012	5,728,218	501,017,696	0.309	0.395	2.69	16,443.400391	1,143,923,072	2,154,200
ZTS	2014-08-01	-0.072	0.013	5,477,819	501,020,128	0.309	0.381	2.652	16,403.400391	1,148,615,424	2,961,400
ZTS	2014-08-08	-0.113	-0.041	5,477,819	501,017,984	0.31	0.423	2.446	16,192.900391	1,153,307,648	3,942,600
ZTS	2014-08-15	-0.044	0.07	4,675,373	501,193,248	0.291	0.335	2.699	16,885.199219	1,158,000,000	3,050,800.25
ZTS	2014-08-22	-0.121	-0.077	4,675,373	501,192,320	0.291	0.412	3.061	17,486.599609	1,162,000,000	2,688,800
ZTS	2014-08-29	-0.102	0.019	4,675,373	501,193,600	0.291	0.394	3.748	17,762.300781	1,166,000,000	2,614,200
ZTS	2014-09-05	-0.045	0.058	7,126,095	501,193,120	0.366	0.411	2.316	18,063	1,170,000,000	2,465,250
ZTS	2014-09-12	-0.037	0.008	7,126,095	501,194,016	0.367	0.403	2.005	18,133.199219	1,174,000,000	2,144,400
ZTS	2014-09-19	0.037	0.074	7,285,359	501,193,536	0.37	0.333	1.745	18,644.400391	1,178,000,000	3,077,000
ZTS	2014-09-26	-0.052	-0.09	7,285,359	501,192,960	0.368	0.421	2.005	18,358.699219	1,182,000,000	3,653,000
ZTS	2014-10-03	0.004	0.056	6,948,942	501,194,624	0.351	0.347	2.071	18,880	1,186,000,000	4,123,200
ZTS	2014-10-10	-0.103	-0.107	6,948,942	501,194,112	0.35	0.453	2.691	18,383.800781	1,189,999,872	4,480,600
ZTS	2014-10-17	-0.087	0.017	5,895,942	501,193,088	0.315	0.401	2.274	17,727.199219	1,194,000,000	4,906,399.5
ZTS	2014-10-24	-0.132	-0.045	5,895,942	501,194,624	0.314	0.446	5.048	18,333.699219	1,198,000,000	2,785,000
ZTS	2014-10-31	0.002	0.134	8,801,480	501,194,464	0.383	0.38	1.415	18,588.300781	1,202,000,000	2,208,800
ZTS	2014-11-07	-0.057	-0.059	8,801,480	501,193,152	0.383	0.44	2.03	20,163	1,206,000,000	7,390,000
ZTS	2014-11-14	0.011	0.069	8,801,480	501,325,888	0.384	0.373	1.948	21,627.199219	1,210,000,000	11,606,200
ZTS	2014-11-21	-0.1	-0.111	7,174,820	501,324,384	0.347	0.447	2.35	21,993.099609	1,217,333,376	7,805,599.5
ZTS	2014-11-28	-0.107	-0.007	7,174,820	501,324,288	0.347	0.455	1.345	22,524.5	1,224,666,624	2,807,750
ZTS	2014-12-05	-0.024	0.083	8,340,157	501,325,632	0.387	0.411	1.529	22,048.300781	1,232,000,000	3,054,200
ZTS	2014-12-12	-0.071	-0.047	8,340,157	501,323,936	0.387	0.458	1.735	20,940.300781	1,239,333,376	4,958,600
ZTS	2014-12-19	-0.119	-0.048	5,376,777	501,323,840	0.308	0.427	3.046	21,812.599609	1,246,666,624	6,072,200
ZTS	2014-12-26	-0.109	0.01	5,376,777	501,325,760	0.308	0.417	2.56	22,158.599609	1,254,000,000	1,838,250
ZTS	2015-01-02	-0.129	-0.02	4,604,932	501,325,312	0.288	0.417	2.261	21,712.400391	1,261,333,376	2,048,000
ZTS	2015-01-09	-0.136	-0.007	4,604,932	501,324,288	0.288	0.424	2.747	22,183.599609	1,268,666,624	3,139,000
ZTS	2015-01-16	-0.132	0.004	3,835,127	501,325,120	0.269	0.401	3.831	22,168.599609	1,276,000,000	2,759,800
ZTS	2015-01-23	-0.158	-0.026	3,835,127	501,325,920	0.269	0.427	3.19	22,118.5	1,283,333,376	2,816,000
ZTS	2015-01-30	-0.043	0.115	4,146,860	501,324,576	0.274	0.317	2.821	21,421.599609	1,290,666,624	3,086,799.75
ZTS	2015-02-06	-0.137	-0.094	4,146,860	501,323,872	0.274	0.411	3.446	21,887.800781	1,298,000,000	4,206,000
ZTS	2015-02-13	-0.162	-0.024	4,146,860	501,324,224	0.274	0.435	3.426	22,790.199219	1,305,333,376	5,810,600
ZTS	2015-02-20	-0.127	0.034	3,644,526	501,324,576	0.257	0.384	3.127	22,860.400391	1,312,666,624	3,493,750
ZTS	2015-02-27	-0.173	-0.046	3,644,526	500,787,584	0.257	0.431	3.53	23,081.300781	1,320,000,000	3,590,200
ZTS	2015-03-06	-0.133	0.04	3,582,114	500,788,544	0.252	0.385	3.613	22,926.099609	1,298,200,064	3,325,000
ZTS	2015-03-13	-0.191	-0.058	3,582,114	500,787,936	0.252	0.443	3.315	23,261.599609	1,276,400,000	2,791,400
ZTS	2015-03-20	-0.154	0.037	3,404,969	500,787,936	0.247	0.402	3.55	23,707.300781	1,254,599,936	3,005,400
ZTS	2015-03-27	-0.156	-0.002	3,404,969	500,787,552	0.247	0.404	4.339	23,146.400391	1,232,800,000	3,451,800
ZTS	2015-04-03	-0.093	0.063	3,963,154	500,787,072	0.261	0.354	3.173	23,286.599609	1,211,000,064	3,203,250
ZTS	2015-04-10	-0.167	-0.074	3,963,154	500,788,640	0.261	0.428	3.708	23,622.199219	1,189,200,000	2,463,400

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