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	2021-06-04	-0.067	0.005	4,092,941	474,766,560	0.223	0.29	3.254	83,179.101563	1,894,692,352	1,256,250
ZTS	2021-06-11	-0.057	0.009	4,092,941	474,766,752	0.224	0.281	3.661	86,502.492188	1,900,615,424	1,432,800
ZTS	2021-06-18	-0.045	0.012	3,696,797	474,766,720	0.208	0.253	4.493	88,017	1,906,538,496	2,370,200
ZTS	2021-06-25	-0.074	-0.029	3,696,797	474,766,880	0.207	0.281	3.552	88,890.601563	1,912,461,568	1,671,600
ZTS	2021-07-02	-0.062	0.011	3,833,948	474,766,464	0.213	0.276	4.327	91,487.507813	1,918,384,640	1,441,600
ZTS	2021-07-09	-0.045	0.017	3,833,948	474,766,560	0.214	0.259	3.055	93,766.398438	1,924,307,712	2,131,000
ZTS	2021-07-16	0.004	0.049	4,272,371	474,766,624	0.249	0.245	3.578	94,801.398438	1,930,230,784	2,137,400
ZTS	2021-07-23	-0.016	-0.02	4,272,371	474,766,944	0.25	0.265	2.74	96,657.796875	1,936,153,856	1,656,600.125
ZTS	2021-07-30	-0.037	-0.021	3,409,711	474,766,656	0.218	0.254	3.616	96,235.203125	1,942,076,928	1,528,800
ZTS	2021-08-06	-0.046	-0.01	3,409,711	473,944,384	0.218	0.265	2.776	95,679.898438	1,948,000,000	1,950,800
ZTS	2021-08-13	-0.063	-0.017	3,409,711	473,944,320	0.219	0.283	4.235	95,490.296875	1,951,230,720	1,112,999.875
ZTS	2021-08-20	-0.043	0.021	2,917,001	473,943,968	0.205	0.248	4.363	98,130.101563	1,954,461,568	1,105,799.875
ZTS	2021-08-27	-0.044	-0.001	2,917,001	473,944,128	0.205	0.249	4.204	96,599.296875	1,957,692,288	931,000
ZTS	2021-09-03	-0.042	0.002	2,879,960	473,944,352	0.202	0.244	3.536	99,381.398438	1,960,923,136	1,059,400
ZTS	2021-09-10	-0.034	0.008	2,879,960	473,943,936	0.202	0.236	3.797	98,106.398438	1,964,153,856	1,017,750
ZTS	2021-09-17	-0.036	-0.002	2,951,306	473,944,288	0.208	0.244	6.64	94,073.203125	1,967,384,576	2,071,600
ZTS	2021-09-24	-0.064	-0.028	2,951,306	473,944,256	0.209	0.273	6.499	97,030.601563	1,970,615,424	1,424,199.875
ZTS	2021-10-01	-0.057	0.008	3,323,250	473,944,160	0.219	0.276	3.618	92,983.101563	1,973,846,144	1,846,400
ZTS	2021-10-08	-0.055	0.001	3,323,250	473,944,320	0.219	0.274	4.434	93,784.101563	1,977,076,864	1,635,200
ZTS	2021-10-15	-0.039	0.017	3,691,108	473,944,224	0.232	0.271	3.26	95,841	1,980,307,712	1,215,000.125
ZTS	2021-10-22	-0.018	0.021	3,691,108	473,944,192	0.232	0.25	3.607	98,822.101563	1,983,538,432	903,800
ZTS	2021-10-29	-0.028	-0.01	3,691,108	473,944,064	0.232	0.26	3.879	102,466.703125	1,986,769,280	1,454,000
ZTS	2021-11-05	-0.062	-0.034	2,963,126	473,126,048	0.21	0.272	5.862	102,540.601563	1,990,000,000	1,996,999.875
ZTS	2021-11-12	-0.041	0.021	2,963,126	473,125,632	0.211	0.252	4.723	102,597.296875	1,988,466,688	1,298,599.875
ZTS	2021-11-19	-0.034	0.007	2,832,131	473,125,920	0.208	0.242	4.017	107,129.898438	1,986,933,376	1,382,200.125
ZTS	2021-11-26	-0.066	-0.032	2,832,131	473,126,016	0.209	0.274	4.298	103,766	1,985,400,064	1,227,250
ZTS	2021-12-03	-0.028	0.038	2,509,630	473,125,888	0.2	0.227	3.994	105,663.203125	1,983,866,624	2,089,600
ZTS	2021-12-10	-0.066	-0.038	2,509,630	473,125,952	0.199	0.265	4.601	109,505	1,982,333,312	1,249,200
ZTS	2021-12-17	-0.051	0.015	2,449,726	473,125,792	0.199	0.25	7.48	110,858.101563	1,980,800,000	1,869,200
ZTS	2021-12-24	-0.079	-0.028	2,449,726	473,125,664	0.199	0.278	4.807	114,737.703125	1,979,266,688	1,235,250
ZTS	2021-12-31	-0.032	0.047	2,338,493	473,125,856	0.187	0.219	5.363	115,456.898438	1,977,733,376	936,600
ZTS	2022-01-07	-0.103	-0.071	2,338,493	473,125,696	0.187	0.29	5.628	99,872.101563	1,976,199,936	3,499,000
ZTS	2022-01-14	-0.035	0.068	2,338,493	473,125,952	0.187	0.222	4.893	97,549.101563	1,974,666,624	2,304,000
ZTS	2022-01-21	-0.084	-0.05	2,017,219	473,125,824	0.18	0.264	6.192	94,781.296875	1,973,133,184	2,517,750
ZTS	2022-01-28	-0.133	-0.049	2,017,219	473,125,952	0.18	0.314	6.931	92,401.507813	1,971,600,000	3,773,800
ZTS	2022-02-04	-0.091	0.042	2,691,274	473,125,696	0.21	0.301	7.632	94,407.507813	1,970,066,688	2,176,600
ZTS	2022-02-11	-0.069	0.022	2,691,274	473,125,664	0.208	0.277	4.538	94,090.492188	1,968,533,376	2,947,200
ZTS	2022-02-18	0.022	0.091	4,111,212	471,970,496	0.258	0.236	2.799	90,297.398438	1,967,000,064	2,982,400
ZTS	2022-02-25	-0.061	-0.083	4,111,212	471,970,624	0.258	0.32	2.806	91,897.398438	1,968,727,296	2,265,999.75
ZTS	2022-03-04	-0.014	0.047	3,835,332	471,970,688	0.24	0.254	4.414	92,902.703125	1,970,454,528	1,552,800
ZTS	2022-03-11	-0.081	-0.067	3,835,332	471,970,432	0.24	0.321	3.351	87,451.398438	1,972,181,760	2,090,800
ZTS	2022-03-18	-0.047	0.034	3,481,636	471,970,400	0.228	0.275	7.013	92,459	1,973,909,120	2,033,799.875
ZTS	2022-03-25	-0.026	0.021	3,481,636	471,970,688	0.229	0.255	5.366	89,405.398438	1,975,636,352	2,438,000.25
ZTS	2022-04-01	-0.008	0.019	3,612,389	471,970,592	0.23	0.238	4.871	90,198.296875	1,977,363,584	2,495,000
ZTS	2022-04-08	-0.078	-0.07	3,612,389	471,970,656	0.23	0.308	4.065	94,436.601563	1,979,090,944	2,548,800
ZTS	2022-04-15	-0.02	0.058	3,979,811	471,970,656	0.242	0.262	3.013	88,400.101563	1,980,818,176	1,834,000
ZTS	2022-04-22	-0.064	-0.044	3,979,811	471,970,336	0.242	0.306	2.557	85,875	1,982,545,408	1,950,599.875
ZTS	2022-04-29	-0.037	0.027	4,051,349	471,970,656	0.244	0.281	6.666	83,656.796875	1,984,272,768	2,151,600.25
ZTS	2022-05-06	-0.049	-0.013	4,051,349	470,628,800	0.245	0.294	3.355	79,635.101563	1,986,000,000	3,121,200.25
ZTS	2022-05-13	-0.066	-0.017	4,051,349	470,628,448	0.245	0.312	3.136	77,809	1,991,076,864	2,765,600
ZTS	2022-05-20	0.008	0.075	4,962,366	470,628,704	0.272	0.263	2.656	76,505.398438	1,996,153,856	2,473,800
ZTS	2022-05-27	-0.034	-0.043	4,962,366	470,628,704	0.272	0.306	2.395	80,995.203125	2,001,230,720	1,794,800
ZTS	2022-06-03	-0.054	-0.02	4,070,859	470,628,384	0.244	0.298	3.154	79,540.898438	2,006,307,712	2,152,500
ZTS	2022-06-10	-0.055	-0.002	4,070,859	470,628,480	0.244	0.299	3.692	76,001.796875	2,011,384,576	1,426,200.125
ZTS	2022-06-17	-0.032	0.023	4,335,083	470,628,320	0.244	0.277	3.501	74,749.898438	2,016,461,568	2,421,600
ZTS	2022-06-24	-0.019	0.013	4,335,083	470,628,800	0.244	0.264	2.775	82,176.492188	2,021,538,432	2,218,250
ZTS	2022-07-01	-0.053	-0.034	3,974,621	470,628,544	0.232	0.285	3.492	81,988.203125	2,026,615,424	1,691,200
ZTS	2022-07-08	-0.057	-0.004	3,974,621	470,628,736	0.232	0.289	2.752	83,762.492188	2,031,692,288	1,588,750
ZTS	2022-07-15	-0.026	0.031	3,971,701	470,628,544	0.227	0.254	5.512	82,143.507813	2,036,769,280	1,780,400
ZTS	2022-07-22	-0.048	-0.022	3,971,701	470,628,608	0.227	0.275	2.849	83,856.601563	2,041,846,144	1,744,199.875
ZTS	2022-07-29	-0.009	0.039	3,971,701	470,628,832	0.228	0.237	2.992	85,913.296875	2,046,923,136	1,405,200
ZTS	2022-08-05	-0.081	-0.072	3,392,195	468,138,720	0.213	0.294	6.647	81,741.703125	2,052,000,000	1,599,600
ZTS	2022-08-12	-0.052	0.029	3,392,195	468,138,560	0.213	0.265	3.537	82,237.898438	2,048,153,856	1,315,200
ZTS	2022-08-19	-0.018	0.034	3,780,919	468,138,848	0.229	0.247	3.679	79,358.898438	2,044,307,712	1,468,600.125
ZTS	2022-08-26	-0.042	-0.024	3,780,919	468,138,720	0.229	0.27	3.367	74,850.703125	2,040,461,568	1,338,000
ZTS	2022-09-02	-0.037	0.005	3,866,123	468,138,624	0.232	0.269	3.235	73,488.398438	2,036,615,424	1,734,800
ZTS	2022-09-09	-0.032	0.005	3,866,123	468,138,272	0.232	0.264	3.28	76,919.796875	2,032,769,280	2,172,750
ZTS	2022-09-16	-0.011	0.022	3,711,962	468,138,624	0.229	0.24	3.521	73,638.203125	2,028,923,136	2,103,800
ZTS	2022-09-23	-0.027	-0.016	3,711,962	468,138,656	0.229	0.256	3.512	70,244.203125	2,025,076,864	1,744,999.875
ZTS	2022-09-30	-0.036	-0.009	4,204,010	468,138,784	0.237	0.273	2.305	69,420.296875	2,021,230,720	1,944,000
ZTS	2022-10-07	-0.046	-0.011	4,204,010	468,138,720	0.237	0.284	3.127	68,989.601563	2,017,384,576	1,572,400
ZTS	2022-10-14	-0.043	0.003	4,204,010	468,138,240	0.237	0.28	2.978	68,067.296875	2,013,538,432	1,745,799.875
ZTS	2022-10-21	-0.085	-0.041	3,080,580	468,138,688	0.206	0.29	4.71	68,914.703125	2,009,692,288	2,325,600
ZTS	2022-10-28	-0.054	0.031	3,080,580	468,138,656	0.205	0.259	2.685	71,756.296875	2,005,846,144	1,908,999.875
ZTS	2022-11-04	-0.085	-0.031	3,098,132	466,071,680	0.205	0.29	4.573	62,299.800781	2,002,000,000	3,840,399.75
ZTS	2022-11-11	-0.105	-0.02	3,098,132	466,072,032	0.206	0.31	4.443	69,235	2,004,533,376	3,638,200
ZTS	2022-11-18	-0.046	0.058	4,264,101	466,071,840	0.245	0.291	2.721	67,878.703125	2,007,066,624	2,599,200
ZTS	2022-11-25	-0.046	0	4,264,101	466,071,936	0.245	0.291	2.851	69,957.398438	2,009,600,000	1,490,750
ZTS	2022-12-02	-0.077	-0.031	4,041,806	466,072,288	0.247	0.323	6.78	73,369.101563	2,012,133,376	2,381,600
ZTS	2022-12-09	-0.021	0.056	4,041,806	466,072,096	0.247	0.268	2.799	71,490.796875	2,014,666,624	2,407,800
ZTS	2022-12-16	-0.047	-0.026	3,924,276	466,072,256	0.247	0.294	3.82	67,328.796875	2,017,200,000	2,970,600
ZTS	2022-12-23	-0.062	-0.015	3,924,276	466,072,352	0.247	0.309	3.181	67,934.703125	2,019,733,376	1,617,400.125
ZTS	2022-12-30	-0.056	0.006	3,521,335	466,072,288	0.227	0.283	4.023	68,302.898438	2,022,266,624	1,237,750
ZTS	2023-01-06	-0.085	-0.029	3,521,335	466,072,192	0.227	0.312	2.996	68,810.898438	2,024,800,000	1,739,750
ZTS	2023-01-13	-0.061	0.024	3,521,335	466,071,968	0.227	0.288	2.866	75,000.296875	2,027,333,376	2,523,800
ZTS	2023-01-20	-0.031	0.03	3,405,489	466,072,256	0.223	0.254	5.534	76,347.296875	2,029,866,624	3,463,000
ZTS	2023-01-27	-0.13	-0.099	3,405,489	466,072,160	0.223	0.353	4.094	76,985.796875	2,032,400,000	2,050,800
ZTS	2023-02-03	-0.009	0.122	3,625,564	466,072,096	0.237	0.246	3.73	78,206.898438	2,034,933,376	2,427,000
ZTS	2023-02-10	-0.12	-0.111	3,625,564	466,072,128	0.237	0.356	4.171	73,793.203125	2,037,466,624	1,984,600.125
ZTS	2023-02-17	-0.044	0.076	4,192,388	463,386,656	0.258	0.302	3.168	79,716.398438	2,040,000,000	2,459,400
ZTS	2023-02-24	-0.088	-0.044	4,192,388	463,386,656	0.259	0.347	3.941	77,075.101563	2,036,363,648	1,876,750
ZTS	2023-03-03	-0.003	0.085	3,895,513	463,386,496	0.251	0.253	2.441	79,035.203125	2,032,727,296	1,796,400
ZTS	2023-03-10	-0.074	-0.071	3,895,513	463,387,008	0.251	0.325	2.689	74,850.898438	2,029,090,944	1,718,200.125
ZTS	2023-03-17	-0.022	0.052	4,241,491	463,386,656	0.259	0.281	2.529	76,213.203125	2,025,454,592	2,430,600
ZTS	2023-03-24	-0.022	-0	4,241,491	463,386,528	0.259	0.281	3.674	76,078.796875	2,021,818,240	2,300,200
ZTS	2023-03-31	-0.037	-0.015	4,424,445	463,386,816	0.263	0.3	3.149	77,126.101563	2,018,181,760	1,581,200
ZTS	2023-04-07	-0.045	-0.009	4,424,445	463,387,008	0.263	0.308	2.659	78,284.601563	2,014,545,408	1,618,500
ZTS	2023-04-14	-0.027	0.019	4,424,445	463,386,560	0.262	0.289	3.728	80,907.296875	2,010,909,056	1,451,000.125
ZTS	2023-04-21	-0	0.026	5,071,577	463,386,432	0.282	0.282	2.344	81,963.796875	2,007,272,704	1,279,600
ZTS	2023-04-28	0.026	0.026	5,071,577	463,386,656	0.282	0.256	3.666	81,454.101563	2,003,636,352	1,352,800

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