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paperswithbacktest
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Stocks-Weekly-ShortOverShorted

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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	2013-10-04	-0.09	-0.058	4,968,063	500,000,000	0.32	0.409	3.323	16,025	1,108,076,928	3,508,200
ZTS	2013-10-11	-0.07	0.02	4,968,063	499,999,968	0.319	0.39	2.921	16,200	1,107,230,720	4,503,000
ZTS	2013-10-18	0.045	0.116	7,702,758	499,999,968	0.438	0.393	1.996	16,610	1,106,384,640	3,070,400
ZTS	2013-10-25	0.049	0.004	7,702,758	499,999,968	0.438	0.388	1.696	16,235	1,105,538,432	2,482,800.25
ZTS	2013-11-01	0.018	-0.031	6,921,253	500,000,000	0.405	0.387	1.728	15,920	1,104,692,352	4,215,800
ZTS	2013-11-08	-0.002	-0.02	6,921,253	500,000,000	0.406	0.408	3.787	15,795	1,103,846,144	5,414,600
ZTS	2013-11-15	-0.068	-0.066	4,454,677	500,006,272	0.32	0.388	2.599	15,905.200195	1,103,000,064	3,401,999.75
ZTS	2013-11-22	-0.075	-0.007	4,454,677	500,006,368	0.32	0.395	3.034	15,680.200195	1,110,947,328	3,229,600
ZTS	2013-11-29	-0.084	-0.009	4,454,677	500,006,432	0.32	0.403	3.35	15,575.200195	1,118,894,720	2,990,000.25
ZTS	2013-12-06	-0.036	0.047	5,005,990	500,006,336	0.35	0.386	3.118	15,770.200195	1,126,842,112	4,507,600
ZTS	2013-12-13	-0.052	-0.016	5,005,990	500,006,336	0.35	0.402	2.438	15,790.200195	1,134,789,504	3,468,400.25
ZTS	2013-12-20	-0.041	0.011	5,275,750	500,006,176	0.367	0.407	2.266	16,190.200195	1,142,736,896	3,215,600.25
ZTS	2013-12-27	-0.021	0.02	5,275,750	500,006,176	0.367	0.388	2.053	16,335.200195	1,150,684,160	1,417,750
ZTS	2014-01-03	-0.018	0.003	5,244,503	500,006,272	0.371	0.389	2.306	16,025.200195	1,158,631,552	2,293,750
ZTS	2014-01-10	-0.017	0.001	5,244,503	500,006,144	0.371	0.388	2.376	16,270.200195	1,166,578,944	2,873,999.75
ZTS	2014-01-17	0.019	0.036	5,558,706	500,006,304	0.392	0.373	3.434	15,865.200195	1,174,526,336	2,751,000
ZTS	2014-01-24	0.01	-0.009	5,558,706	500,006,368	0.392	0.382	2.775	15,730.200195	1,182,473,728	4,790,250
ZTS	2014-01-31	-0.122	-0.133	3,088,081	500,006,592	0.273	0.396	4.482	15,180.200195	1,190,420,992	4,858,200
ZTS	2014-02-07	-0.108	0.014	3,088,081	500,006,496	0.274	0.382	4.001	15,350.200195	1,198,368,384	4,288,400
ZTS	2014-02-14	-0.166	-0.057	3,088,081	500,006,720	0.274	0.439	6.652	14,940.200195	1,206,315,776	12,666,800
ZTS	2014-02-21	-0.145	0.021	3,676,997	500,006,752	0.293	0.438	4.543	14,805.200195	1,214,263,168	5,048,250
ZTS	2014-02-28	-0.191	-0.046	3,676,997	500,006,432	0.293	0.484	3.035	15,510.200195	1,222,210,560	4,026,200
ZTS	2014-03-07	-0.178	0.013	4,731,820	500,006,560	0.319	0.497	3.038	15,290.200195	1,230,157,952	4,295,199.5
ZTS	2014-03-14	-0.189	-0.011	4,731,820	500,006,816	0.319	0.507	2.315	14,710.200195	1,238,105,216	3,804,000
ZTS	2014-03-21	-0.173	0.016	4,693,390	500,006,848	0.315	0.488	2.491	14,630.200195	1,246,052,608	5,664,600
ZTS	2014-03-28	-0.153	0.02	4,693,390	500,730,784	0.316	0.469	2.436	14,526.200195	1,254,000,000	4,222,600
ZTS	2014-04-04	-0.184	-0.031	4,229,556	500,729,888	0.283	0.467	3.357	14,681.400391	1,231,571,456	4,509,400
ZTS	2014-04-11	-0.206	-0.021	4,229,556	500,728,896	0.283	0.489	4.062	14,220.700195	1,209,142,912	4,201,800
ZTS	2014-04-18	-0.199	0.007	4,028,022	500,730,784	0.273	0.471	3.068	14,320.900391	1,186,714,240	3,359,500
ZTS	2014-04-25	-0.212	-0.013	4,028,022	500,729,440	0.272	0.483	3.436	15,102	1,164,285,696	5,173,000
ZTS	2014-05-02	-0.183	0.029	4,319,321	500,727,808	0.276	0.459	3.012	15,342.299805	1,141,857,152	3,320,200
ZTS	2014-05-09	-0.201	-0.019	4,319,321	500,730,176	0.276	0.478	2.498	15,292.299805	1,119,428,480	4,759,000
ZTS	2014-05-16	-0.148	0.053	5,445,838	501,019,616	0.311	0.459	1.989	15,331.200195	1,096,999,936	2,464,000
ZTS	2014-05-23	-0.132	0.016	5,445,838	501,018,656	0.311	0.442	2.205	15,296.099609	1,101,692,288	3,448,200
ZTS	2014-05-30	-0.145	-0.014	5,233,929	501,019,520	0.304	0.449	2.448	15,381.299805	1,106,384,640	3,468,750
ZTS	2014-06-06	-0.115	0.031	5,233,929	501,017,632	0.303	0.418	1.818	15,902.299805	1,111,076,864	3,108,600
ZTS	2014-06-13	-0.134	-0.019	5,233,929	501,018,080	0.303	0.437	2.197	16,092.700195	1,115,769,216	3,526,400
ZTS	2014-06-20	-0.123	0.011	5,557,274	501,019,712	0.316	0.439	2.265	16,263.099609	1,120,461,568	4,197,200
ZTS	2014-06-27	-0.119	0.003	5,557,274	501,019,136	0.316	0.435	2.295	16,223	1,125,153,792	2,142,400
ZTS	2014-07-04	-0.108	0.012	6,306,669	501,017,920	0.331	0.439	2.231	16,488.5	1,129,846,144	1,832,999.875
ZTS	2014-07-11	-0.115	-0.007	6,306,669	501,019,456	0.331	0.446	1.916	16,218	1,134,538,496	1,740,199.875
ZTS	2014-07-18	-0.101	0.014	5,728,218	501,018,688	0.309	0.41	2.19	16,378.299805	1,139,230,720	2,315,800
ZTS	2014-07-25	-0.1	0.001	5,728,218	501,017,696	0.308	0.408	2.261	16,443.400391	1,143,923,072	2,154,200
ZTS	2014-08-01	-0.062	0.038	5,477,819	501,020,128	0.307	0.37	0.541	16,403.400391	1,148,615,424	2,961,400
ZTS	2014-08-08	-0.138	-0.076	5,477,819	501,017,984	0.308	0.447	4.716	16,192.900391	1,153,307,648	3,942,600
ZTS	2014-08-15	-0.057	0.081	4,675,373	501,193,248	0.289	0.347	2.409	16,885.199219	1,158,000,000	3,050,800.25
ZTS	2014-08-22	-0.136	-0.078	4,675,373	501,192,320	0.29	0.425	2.601	17,486.599609	1,162,000,000	2,688,800
ZTS	2014-08-29	-0.105	0.031	4,675,373	501,193,600	0.29	0.395	2.493	17,762.300781	1,166,000,000	2,614,200
ZTS	2014-09-05	-0.071	0.034	7,126,095	501,193,120	0.365	0.436	1.274	18,063	1,170,000,000	2,465,250
ZTS	2014-09-12	-0.051	0.019	7,126,095	501,194,016	0.366	0.417	1.602	18,133.199219	1,174,000,000	2,144,400
ZTS	2014-09-19	0.033	0.085	7,285,359	501,193,536	0.368	0.335	2.297	18,644.400391	1,178,000,000	3,077,000
ZTS	2014-09-26	-0.063	-0.096	7,285,359	501,192,960	0.367	0.43	1.597	18,358.699219	1,182,000,000	3,653,000
ZTS	2014-10-03	0.004	0.066	6,948,942	501,194,624	0.349	0.346	2.085	18,880	1,186,000,000	4,123,200
ZTS	2014-10-10	-0.086	-0.089	6,948,942	501,194,112	0.349	0.435	2.073	18,383.800781	1,189,999,872	4,480,600
ZTS	2014-10-17	-0.102	-0.016	5,895,942	501,193,088	0.314	0.416	2.334	17,727.199219	1,194,000,000	4,906,399.5
ZTS	2014-10-24	-0.142	-0.04	5,895,942	501,194,624	0.313	0.455	1.57	18,333.699219	1,198,000,000	2,785,000
ZTS	2014-10-31	-0.016	0.126	8,801,480	501,194,464	0.381	0.398	1.766	18,588.300781	1,202,000,000	2,208,800
ZTS	2014-11-07	-0.064	-0.047	8,801,480	501,193,152	0.382	0.445	2.578	20,163	1,206,000,000	7,390,000
ZTS	2014-11-14	0.023	0.087	8,801,480	501,325,888	0.383	0.36	2.415	21,627.199219	1,210,000,000	11,606,200
ZTS	2014-11-21	-0.125	-0.148	7,174,820	501,324,384	0.346	0.472	2.316	21,993.099609	1,217,333,376	7,805,599.5
ZTS	2014-11-28	-0.11	0.015	7,174,820	501,324,288	0.347	0.457	1.416	22,524.5	1,224,666,624	2,807,750
ZTS	2014-12-05	-0.044	0.066	8,340,157	501,325,632	0.386	0.43	1.315	22,048.300781	1,232,000,000	3,054,200
ZTS	2014-12-12	-0.078	-0.035	8,340,157	501,323,936	0.386	0.464	1.894	20,940.300781	1,239,333,376	4,958,600
ZTS	2014-12-19	-0.144	-0.066	5,376,777	501,323,840	0.307	0.452	2.461	21,812.599609	1,246,666,624	6,072,200
ZTS	2014-12-26	-0.13	0.014	5,376,777	501,325,760	0.307	0.438	1.635	22,158.599609	1,254,000,000	1,838,250
ZTS	2015-01-02	-0.155	-0.024	4,604,932	501,325,312	0.288	0.442	3.948	21,712.400391	1,261,333,376	2,048,000
ZTS	2015-01-09	-0.133	0.022	4,604,932	501,324,288	0.288	0.42	2.839	22,183.599609	1,268,666,624	3,139,000
ZTS	2015-01-16	-0.156	-0.023	3,835,127	501,325,120	0.268	0.424	3.976	22,168.599609	1,276,000,000	2,759,800
ZTS	2015-01-23	-0.16	-0.005	3,835,127	501,325,920	0.268	0.429	3.1	22,118.5	1,283,333,376	2,816,000
ZTS	2015-01-30	-0.041	0.119	4,146,860	501,324,576	0.273	0.315	3.211	21,421.599609	1,290,666,624	3,086,799.75
ZTS	2015-02-06	-0.156	-0.115	4,146,860	501,323,872	0.273	0.429	3.041	21,887.800781	1,298,000,000	4,206,000
ZTS	2015-02-13	-0.165	-0.009	4,146,860	501,324,224	0.273	0.438	6.414	22,790.199219	1,305,333,376	5,810,600
ZTS	2015-02-20	-0.124	0.041	3,644,526	501,324,576	0.257	0.38	4.367	22,860.400391	1,312,666,624	3,493,750
ZTS	2015-02-27	-0.162	-0.038	3,644,526	500,787,584	0.257	0.419	3.756	23,081.300781	1,320,000,000	3,590,200
ZTS	2015-03-06	-0.13	0.032	3,582,114	500,788,544	0.252	0.382	2.857	22,926.099609	1,298,200,064	3,325,000
ZTS	2015-03-13	-0.184	-0.054	3,582,114	500,787,936	0.251	0.436	3.747	23,261.599609	1,276,400,000	2,791,400
ZTS	2015-03-20	-0.156	0.028	3,404,969	500,787,936	0.247	0.403	3.835	23,707.300781	1,254,599,936	3,005,400
ZTS	2015-03-27	-0.162	-0.006	3,404,969	500,787,552	0.247	0.409	4.116	23,146.400391	1,232,800,000	3,451,800
ZTS	2015-04-03	-0.09	0.072	3,963,154	500,787,072	0.261	0.351	2.842	23,286.599609	1,211,000,064	3,203,250
ZTS	2015-04-10	-0.164	-0.074	3,963,154	500,788,640	0.261	0.425	3.161	23,622.199219	1,189,200,000	2,463,400
ZTS	2015-04-17	-0.154	0.01	3,276,837	500,786,848	0.241	0.395	4.329	23,421.800781	1,167,399,936	2,146,400
ZTS	2015-04-24	-0.155	-0.001	3,276,837	500,786,880	0.24	0.396	5.95	23,992.699219	1,145,600,000	2,733,600
ZTS	2015-05-01	-0.212	-0.056	2,957,785	500,786,816	0.227	0.439	4.008	22,340.099609	1,123,800,064	4,267,800
ZTS	2015-05-08	-0.207	0.005	2,957,785	499,965,120	0.227	0.434	4.214	22,948.400391	1,102,000,000	4,376,000
ZTS	2015-05-15	-0.104	0.103	3,875,951	499,963,424	0.269	0.373	3.986	23,243.300781	1,107,615,360	2,517,400
ZTS	2015-05-22	-0.183	-0.079	3,875,951	499,964,320	0.268	0.451	2.346	23,813.300781	1,113,230,720	2,875,000
ZTS	2015-05-29	-0.166	0.017	3,875,951	499,963,808	0.268	0.434	2.954	24,883.199219	1,118,846,208	4,999,750
ZTS	2015-06-05	-0.147	0.019	3,994,890	499,965,344	0.263	0.411	6.008	24,503.300781	1,124,461,568	2,729,200.25
ZTS	2015-06-12	-0.142	0.005	3,994,890	499,963,296	0.264	0.406	3.263	24,538.199219	1,130,076,928	2,136,600
ZTS	2015-06-19	-0.096	0.047	5,255,637	499,964,128	0.301	0.397	5.212	25,118.199219	1,135,692,288	2,843,800
ZTS	2015-06-26	-0.144	-0.049	5,255,637	499,965,056	0.301	0.445	2.812	24,308.300781	1,141,307,648	6,147,999.5
ZTS	2015-07-03	-0.109	0.035	7,064,886	499,964,800	0.346	0.456	1.644	24,153.300781	1,146,923,136	4,281,000
ZTS	2015-07-10	-0.124	-0.014	7,064,886	499,963,840	0.346	0.469	1.992	23,478.300781	1,152,538,496	3,706,400
ZTS	2015-07-17	-0.085	0.039	6,521,227	499,964,448	0.334	0.419	2.134	23,898.300781	1,158,153,856	3,277,600
ZTS	2015-07-24	-0.107	-0.022	6,521,227	499,963,584	0.334	0.441	1.931	24,743.199219	1,163,769,088	3,050,800.25
ZTS	2015-07-31	-0.121	-0.014	4,754,717	499,965,312	0.277	0.398	2.93	24,488.300781	1,169,384,576	2,855,400
ZTS	2015-08-07	-0.174	-0.053	4,754,717	498,944,320	0.278	0.452	2.893	24,104	1,175,000,064	3,839,200
ZTS	2015-08-14	-0.098	0.076	4,754,717	498,944,576	0.278	0.376	2.7	23,684.900391	1,178,000,000	2,746,600
ZTS	2015-08-21	-0.159	-0.061	4,208,085	498,944,928	0.266	0.425	3.366	22,462.5	1,180,999,936	2,628,800
ZTS	2015-08-28	-0.201	-0.041	4,208,085	498,942,784	0.266	0.466	3.103	22,841.599609	1,184,000,000	4,545,200

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