Datasets:

paperswithbacktest
/

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	2015-09-04	-0.08	0.121	6,511,287	498,943,456	0.324	0.404	2.138	21,958.5	1,187,000,064	3,350,799.75
ZTS	2015-09-11	-0.12	-0.041	6,511,287	498,944,448	0.324	0.444	2.266	22,452.5	1,189,999,872	3,111,750
ZTS	2015-09-18	-0.16	-0.039	5,104,871	498,942,848	0.276	0.435	3.43	22,512.300781	1,192,999,936	4,394,800
ZTS	2015-09-25	-0.161	-0.001	5,104,871	498,943,776	0.275	0.436	2.827	21,210.099609	1,196,000,000	2,674,800.25
ZTS	2015-10-02	-0.115	0.046	7,503,482	498,944,672	0.323	0.438	2.274	21,464.599609	1,199,000,064	5,862,800
ZTS	2015-10-09	-0.118	-0.003	7,503,482	498,943,936	0.323	0.442	1.493	21,354.800781	1,202,000,000	4,314,200
ZTS	2015-10-16	-0.09	0.028	5,625,734	498,943,744	0.279	0.369	1.879	21,918.599609	1,204,999,936	3,135,000
ZTS	2015-10-23	-0.167	-0.076	5,625,734	498,944,480	0.278	0.445	3.051	21,225.099609	1,208,000,000	6,178,800
ZTS	2015-10-30	-0.074	0.092	6,817,078	498,944,416	0.307	0.381	1.787	21,459.599609	1,211,000,064	3,502,200
ZTS	2015-11-06	-0.139	-0.065	6,817,078	497,920,384	0.308	0.447	1.798	22,889.400391	1,214,000,000	5,739,400
ZTS	2015-11-13	-0.123	0.017	6,817,078	497,919,744	0.308	0.431	1.99	22,331.699219	1,217,750,016	2,986,600
ZTS	2015-11-20	-0.068	0.055	5,906,423	497,920,544	0.298	0.366	2.235	23,561.599609	1,221,500,032	3,431,200
ZTS	2015-11-27	-0.086	-0.017	5,906,423	497,920,544	0.298	0.384	1.614	23,442.099609	1,225,250,048	2,066,250
ZTS	2015-12-04	-0.118	-0.032	4,533,485	497,920,800	0.268	0.386	2.446	23,133.400391	1,228,999,936	2,695,400
ZTS	2015-12-11	-0.135	-0.017	4,533,485	497,920,544	0.267	0.402	2.53	22,819.699219	1,232,749,952	2,383,800
ZTS	2015-12-18	-0.001	0.135	5,348,642	497,920,608	0.29	0.291	2.348	23,203.099609	1,236,499,968	3,912,200
ZTS	2015-12-25	-0.141	-0.14	5,348,642	497,920,224	0.29	0.431	2.37	23,964.900391	1,240,249,984	2,051,250
ZTS	2016-01-01	-0.036	0.104	6,241,491	497,919,488	0.317	0.353	1.967	23,860.300781	1,244,000,000	1,408,750
ZTS	2016-01-08	-0.085	-0.048	6,241,491	497,920,640	0.316	0.401	2.47	22,844.599609	1,247,750,016	3,985,999.75
ZTS	2016-01-15	-0.089	-0.005	5,758,311	497,920,704	0.305	0.395	4.198	21,599.800781	1,251,500,160	5,120,799.5
ZTS	2016-01-22	-0.144	-0.054	5,758,311	497,919,296	0.305	0.449	2.129	21,609.699219	1,255,250,048	4,245,750
ZTS	2016-01-29	-0.12	0.024	5,758,311	497,921,024	0.305	0.425	2.279	21,435.5	1,259,000,064	4,419,600
ZTS	2016-02-05	-0.196	-0.076	4,862,390	497,919,840	0.27	0.467	3.2	20,369.900391	1,262,749,952	4,259,600
ZTS	2016-02-12	-0.203	-0.007	4,862,390	497,919,872	0.27	0.474	3.474	20,130.900391	1,266,499,968	6,402,800
ZTS	2016-02-19	-0.183	0.02	4,010,628	497,920,128	0.244	0.427	3.409	20,828	1,270,249,984	5,509,000
ZTS	2016-02-26	-0.208	-0.025	4,010,628	497,155,328	0.245	0.453	3.319	21,059.5	1,274,000,000	3,170,600
ZTS	2016-03-04	-0.184	0.024	5,103,199	497,154,432	0.268	0.452	3.004	20,283.900391	1,262,800,000	3,874,200
ZTS	2016-03-11	-0.191	-0.007	5,103,199	497,155,520	0.268	0.459	3.536	20,815.900391	1,251,600,000	4,954,600
ZTS	2016-03-18	-0.211	-0.02	3,679,658	497,156,160	0.229	0.441	4.938	20,313.800781	1,240,400,000	5,724,200
ZTS	2016-03-25	-0.205	0.006	3,679,658	497,156,320	0.228	0.433	3.66	21,119.199219	1,229,200,000	5,778,500
ZTS	2016-04-01	-0.175	0.03	4,834,480	497,154,912	0.263	0.438	2.598	22,367	1,218,000,000	4,198,200
ZTS	2016-04-08	-0.177	-0.002	4,834,480	497,155,936	0.263	0.44	2.851	23,336.5	1,206,800,000	5,665,000
ZTS	2016-04-15	-0.094	0.083	5,675,106	497,156,480	0.289	0.383	2.17	23,918.199219	1,195,600,000	3,429,400
ZTS	2016-04-22	-0.127	-0.033	5,675,106	497,154,592	0.288	0.416	2.691	24,181.599609	1,184,400,000	2,655,800
ZTS	2016-04-29	-0.081	0.047	5,675,106	497,155,008	0.288	0.369	2.188	23,381.199219	1,173,200,000	3,264,399.75
ZTS	2016-05-06	-0.082	-0.001	8,060,238	496,201,920	0.353	0.435	1.786	23,490.199219	1,162,000,000	4,128,800
ZTS	2016-05-13	-0.001	0.081	8,060,238	496,201,792	0.353	0.354	1.73	23,018.800781	1,165,538,432	6,663,400
ZTS	2016-05-20	-0.037	-0.037	7,884,289	496,202,720	0.36	0.397	1.838	23,351.300781	1,169,076,864	3,401,800
ZTS	2016-05-27	-0.075	-0.038	7,884,289	496,201,792	0.359	0.434	1.957	23,410.800781	1,172,615,424	3,116,800
ZTS	2016-06-03	-0.08	-0.005	7,099,376	496,202,784	0.335	0.415	1.775	23,783	1,176,153,856	2,245,750
ZTS	2016-06-10	-0.05	0.03	7,099,376	496,201,760	0.335	0.385	1.485	23,515	1,179,692,288	2,553,600
ZTS	2016-06-17	-0.022	0.028	6,792,582	496,201,568	0.324	0.347	1.824	23,043.599609	1,183,230,720	3,393,999.75
ZTS	2016-06-24	-0.07	-0.047	6,792,582	496,203,008	0.324	0.393	1.609	23,078.400391	1,186,769,280	3,319,800
ZTS	2016-07-01	-0.053	0.017	5,459,907	496,202,336	0.286	0.339	2.826	23,544.800781	1,190,307,712	3,611,200
ZTS	2016-07-08	-0.092	-0.039	5,459,907	496,202,080	0.286	0.377	2.423	24,065.800781	1,193,846,144	2,824,250
ZTS	2016-07-15	-0.101	-0.009	6,744,404	496,201,696	0.308	0.409	2.175	24,651.300781	1,197,384,576	2,223,200
ZTS	2016-07-22	-0.088	0.013	6,744,404	496,201,760	0.307	0.395	1.88	24,939.099609	1,200,923,136	2,124,600
ZTS	2016-07-29	0.016	0.104	6,744,404	496,201,728	0.306	0.29	1.562	25,043.300781	1,204,461,440	2,985,000
ZTS	2016-08-05	-0.101	-0.118	6,498,124	495,044,064	0.306	0.407	2.439	25,291.800781	1,208,000,000	4,676,400
ZTS	2016-08-12	-0.083	0.018	6,498,124	495,044,256	0.306	0.389	2.21	25,732.400391	1,210,538,496	3,793,200.25
ZTS	2016-08-19	-0.07	0.014	6,307,009	495,043,776	0.314	0.384	2.331	26,009.599609	1,213,076,864	2,512,600
ZTS	2016-08-26	-0.078	-0.009	6,307,009	495,043,360	0.314	0.393	2.255	25,128.400391	1,215,615,360	3,541,199.75
ZTS	2016-09-02	0.029	0.107	7,600,005	495,042,944	0.365	0.336	2.134	25,375.900391	1,218,153,856	2,723,800
ZTS	2016-09-09	-0.016	-0.045	7,600,005	495,044,672	0.365	0.381	1.619	24,945.300781	1,220,692,352	4,103,500
ZTS	2016-09-16	0.081	0.097	8,282,824	495,044,544	0.391	0.31	1.476	25,004.699219	1,223,230,720	5,022,600
ZTS	2016-09-23	-0.005	-0.086	8,282,824	495,043,680	0.391	0.396	1.488	25,499.699219	1,225,769,216	2,474,400
ZTS	2016-09-30	0.006	0.011	7,613,388	495,043,264	0.363	0.356	1.962	25,747.199219	1,228,307,712	3,232,399.75
ZTS	2016-10-07	-0.054	-0.06	7,613,388	495,043,392	0.363	0.417	0.374	25,668	1,230,846,208	2,847,600.25
ZTS	2016-10-14	0.022	0.076	7,613,388	495,043,840	0.363	0.34	2.064	24,841.300781	1,233,384,576	4,105,999.75
ZTS	2016-10-21	0.017	-0.005	8,653,108	495,043,200	0.403	0.386	1.63	25,217.5	1,235,923,072	1,962,599.875
ZTS	2016-10-28	0.055	0.038	8,653,108	495,043,264	0.403	0.348	1.43	24,039.300781	1,238,461,568	2,978,800.25
ZTS	2016-11-04	-0.016	-0.072	10,049,267	493,832,608	0.442	0.458	2.128	24,662	1,240,999,936	6,050,000
ZTS	2016-11-11	-0.011	0.006	10,049,267	493,833,216	0.443	0.454	1.683	24,992.900391	1,243,399,936	5,501,599.5
ZTS	2016-11-18	0.02	0.031	10,234,918	493,832,448	0.446	0.426	1.397	24,637.300781	1,245,799,936	4,202,800
ZTS	2016-11-25	0.047	0.027	10,234,918	493,832,224	0.445	0.398	1.189	24,780.5	1,248,199,936	2,152,250
ZTS	2016-12-02	0.013	-0.034	8,834,704	493,832,992	0.399	0.386	1.404	24,247.199219	1,250,599,936	3,245,199.75
ZTS	2016-12-09	0.001	-0.012	8,834,704	493,833,088	0.398	0.397	1.15	25,625	1,252,999,936	3,014,000.25
ZTS	2016-12-16	0.003	0.002	7,636,452	493,833,408	0.386	0.384	2.013	25,906.5	1,255,399,936	4,209,000
ZTS	2016-12-23	-0.02	-0.023	7,636,452	493,832,320	0.387	0.407	1.608	26,558.300781	1,257,799,936	2,186,400
ZTS	2016-12-30	0.031	0.051	8,341,082	493,833,376	0.417	0.386	2.264	26,434.900391	1,260,199,808	1,333,750
ZTS	2017-01-06	0.024	-0.007	8,341,082	493,831,808	0.417	0.393	1.36	26,716.300781	1,262,599,936	3,052,750
ZTS	2017-01-13	0.037	0.013	8,341,082	493,833,248	0.416	0.379	2.076	26,538.599609	1,264,999,936	2,316,800
ZTS	2017-01-20	0.032	-0.005	8,286,035	493,831,712	0.424	0.392	1.374	26,652.099609	1,267,399,936	2,972,500
ZTS	2017-01-27	0.045	0.012	8,286,035	493,831,648	0.424	0.38	1.657	26,987.900391	1,269,799,936	3,155,599.75
ZTS	2017-02-03	0.02	-0.025	6,550,746	493,832,288	0.367	0.347	1.995	27,615.099609	1,272,199,936	2,691,400
ZTS	2017-02-10	-0.026	-0.046	6,550,746	493,832,800	0.366	0.392	2.121	27,521.300781	1,274,599,936	3,400,600
ZTS	2017-02-17	0.04	0.065	9,045,125	491,963,424	0.443	0.403	1.509	25,833	1,276,999,936	7,508,200
ZTS	2017-02-24	0.019	-0.02	9,045,125	491,963,616	0.444	0.424	1.884	26,507	1,272,818,176	4,755,250
ZTS	2017-03-03	-0.005	-0.024	7,574,538	491,963,680	0.406	0.41	2.25	26,280.699219	1,268,636,416	3,538,400
ZTS	2017-03-10	-0.014	-0.009	7,574,538	491,964,768	0.407	0.42	1.915	26,241.400391	1,264,454,528	2,542,400
ZTS	2017-03-17	0.021	0.035	6,819,069	491,964,800	0.382	0.361	1.684	26,566.099609	1,260,272,768	3,051,599.75
ZTS	2017-03-24	0.003	-0.018	6,819,069	491,964,768	0.382	0.379	1.755	26,492.300781	1,256,090,880	2,773,199.75
ZTS	2017-03-31	0.044	0.041	7,411,934	491,963,648	0.4	0.355	2.088	26,256.099609	1,251,909,120	2,725,600
ZTS	2017-04-07	0.016	-0.028	7,411,934	491,964,224	0.4	0.384	1.923	25,847.800781	1,247,727,232	3,200,000
ZTS	2017-04-14	0.026	0.01	7,411,934	491,964,224	0.4	0.375	1.707	26,123.300781	1,243,545,472	2,154,500
ZTS	2017-04-21	0.075	0.049	9,038,088	491,963,456	0.445	0.37	1.316	26,659.5	1,239,363,584	2,526,000.25
ZTS	2017-04-28	0.048	-0.027	9,162,864	491,964,000	0.448	0.4	1.763	27,604.099609	1,235,181,824	3,222,200
ZTS	2017-05-05	0.056	0.009	9,162,864	490,797,024	0.45	0.394	1.372	29,187.699219	1,231,000,064	5,390,400
ZTS	2017-05-12	0.03	-0.026	9,162,864	490,796,608	0.452	0.421	1.579	29,388.900391	1,233,714,304	3,389,000
ZTS	2017-05-19	0.058	0.028	9,997,191	490,797,536	0.464	0.406	1.076	29,600	1,236,428,544	2,135,400
ZTS	2017-05-26	0.056	-0.002	9,997,191	490,796,992	0.464	0.408	1.913	30,728.800781	1,239,142,912	3,033,400
ZTS	2017-06-02	0.095	0.039	10,233,137	490,796,800	0.471	0.375	1.271	30,674.800781	1,241,857,152	3,474,250
ZTS	2017-06-09	0.093	-0.003	10,233,137	490,797,248	0.471	0.378	1.101	30,719	1,244,571,392	2,582,799.75
ZTS	2017-06-16	0.13	0.037	12,791,822	490,796,160	0.523	0.393	1.093	30,699.300781	1,247,285,760	2,555,800
ZTS	2017-06-23	0.128	-0.002	12,791,822	490,796,416	0.522	0.395	1.193	30,812.199219	1,250,000,000	2,775,000
ZTS	2017-06-30	0.128	0.001	10,498,148	490,796,736	0.474	0.346	1.267	30,615.900391	1,252,714,240	1,909,799.875
ZTS	2017-07-07	0.11	-0.018	10,498,148	490,797,248	0.474	0.363	1.262	30,719	1,255,428,608	2,088,250
ZTS	2017-07-14	0.104	-0.007	10,498,148	490,797,184	0.474	0.37	1.458	31,092	1,258,142,848	1,988,400
ZTS	2017-07-21	0.077	-0.027	10,031,825	490,796,384	0.446	0.369	1.135	30,998.699219	1,260,857,088	1,769,400.125
ZTS	2017-07-28	0.077	-0	10,031,825	490,797,312	0.446	0.369	1.116	30,532.5	1,263,571,456	2,933,199.75

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