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	2023-05-05	-0.017	-0.043	4,966,641	462,111,936	0.278	0.296	2.02	86,059.101563	2,000,000,000	2,928,000
ZTS	2023-05-12	0.016	0.033	4,966,641	462,111,968	0.28	0.264	2.184	84,853	2,012,857,088	1,659,399.875
ZTS	2023-05-19	0.015	-0.001	4,550,851	462,111,968	0.262	0.247	3.457	82,972.203125	2,025,714,304	1,508,199.875
ZTS	2023-05-26	-0.023	-0.038	4,550,851	462,112,384	0.261	0.284	1.954	76,128.398438	2,038,571,392	2,436,800
ZTS	2023-06-02	-0.033	-0.01	3,712,223	462,111,904	0.231	0.264	2.997	79,427.796875	2,051,428,608	3,212,000
ZTS	2023-06-09	-0.042	-0.009	3,712,223	462,112,320	0.231	0.273	3.468	75,365.898438	2,064,285,696	1,965,799.875
ZTS	2023-06-16	-0.026	0.016	3,605,651	462,111,968	0.229	0.255	3.033	78,901	2,077,142,912	2,012,000
ZTS	2023-06-23	-0.043	-0.017	3,605,651	462,112,000	0.229	0.272	2.647	77,805.796875	2,090,000,000	2,313,250
ZTS	2023-06-30	-0.053	-0.01	3,186,089	462,111,904	0.215	0.269	3.133	79,580.296875	2,102,857,088	1,671,399.875
ZTS	2023-07-07	-0.063	-0.01	3,186,089	462,112,000	0.215	0.278	4.389	77,237.398438	2,115,714,304	1,331,000.125
ZTS	2023-07-14	-0.051	0.012	3,186,089	462,112,224	0.215	0.266	3.366	79,571.101563	2,128,571,392	1,458,200.125
ZTS	2023-07-21	-0.095	-0.044	2,458,385	462,112,192	0.185	0.28	6.631	84,802.203125	2,141,428,608	2,354,600
ZTS	2023-07-28	-0.102	-0.007	2,458,385	462,112,192	0.185	0.287	6.279	87,755.101563	2,154,285,824	2,779,599.75
ZTS	2023-08-04	-0.07	0.032	2,778,235	462,112,192	0.2	0.27	4.749	82,547.101563	2,167,142,912	1,767,200
ZTS	2023-08-11	-0.109	-0.039	2,778,235	460,317,024	0.201	0.31	5.716	87,842.296875	2,180,000,000	2,484,000
ZTS	2023-08-18	-0.048	0.061	3,513,264.25	460,316,672	0.238	0.285	3.459	83,579.703125	2,177,583,360	1,556,400
ZTS	2023-08-25	-0.02	0.028	3,513,264.25	460,316,672	0.238	0.257	3.206	84,155.101563	2,175,166,720	1,051,800
ZTS	2023-09-01	-0.034	-0.014	3,778,619	460,316,864	0.244	0.278	2.782	88,620.203125	2,172,750,080	1,742,400
ZTS	2023-09-08	-0.018	0.015	3,778,619	460,317,056	0.244	0.262	3.893	85,517.703125	2,170,333,440	1,438,000
ZTS	2023-09-15	-0.034	-0.016	3,693,539	460,316,800	0.238	0.272	3.691	82,972.101563	2,167,916,544	1,987,800.125
ZTS	2023-09-22	-0.042	-0.007	3,693,539	460,316,960	0.238	0.28	2.508	81,328.796875	2,165,499,904	1,412,199.875
ZTS	2023-09-29	-0.036	0.006	3,693,539	460,316,704	0.239	0.275	3.447	80,085.898438	2,163,083,264	1,415,600
ZTS	2023-10-06	-0.046	-0.01	3,493,285	460,316,640	0.229	0.275	3.568	80,822.398438	2,160,666,624	1,637,799.875
ZTS	2023-10-13	-0.053	-0.007	3,493,285	460,317,120	0.229	0.282	4.032	80,270.101563	2,158,249,984	1,305,400.125
ZTS	2023-10-20	-0.009	0.044	2,890,553	460,317,184	0.205	0.214	4.122	76,914.398438	2,155,833,344	1,548,600.125
ZTS	2023-10-27	-0.054	-0.044	2,890,553	460,316,608	0.204	0.258	5.208	71,823.203125	2,153,416,704	1,769,600
ZTS	2023-11-03	-0.096	-0.043	2,984,169	459,113,632	0.209	0.305	4.063	74,482	2,151,000,064	3,869,600
ZTS	2023-11-10	-0.084	0.013	2,984,169	459,113,504	0.209	0.293	3.965	77,737.101563	2,155,133,440	2,793,000
ZTS	2023-11-17	-0.055	0.028	3,102,610	459,113,824	0.217	0.272	3.743	80,253.101563	2,159,266,560	1,734,599.875
ZTS	2023-11-24	-0.048	0.007	3,102,610	459,113,792	0.216	0.264	3.302	82,736.898438	2,163,399,936	1,154,250
ZTS	2023-12-01	-0.084	-0.036	3,023,634	459,113,504	0.212	0.296	4.695	82,241	2,167,533,312	1,652,999.875
ZTS	2023-12-08	-0.073	0.011	3,023,634	459,113,728	0.212	0.285	3.461	84,752.398438	2,171,666,688	1,416,600.125
ZTS	2023-12-15	-0.061	0.013	3,339,703	459,113,568	0.227	0.288	4.719	90,119.398438	2,175,800,064	2,835,599.75
ZTS	2023-12-22	-0.052	0.009	3,339,703	459,113,760	0.226	0.279	3.349	89,518	2,179,933,440	1,727,800.125
ZTS	2023-12-29	-0.003	0.049	3,339,703	459,113,824	0.227	0.23	4.606	90,615.296875	2,184,066,560	865,000
ZTS	2024-01-05	-0.041	-0.038	3,680,857	459,113,632	0.239	0.28	2.409	89,458.296875	2,188,199,936	1,508,750
ZTS	2024-01-12	-0.063	-0.022	3,680,857	459,113,792	0.239	0.302	3.512	91,336.101563	2,192,333,312	1,635,800.125
ZTS	2024-01-19	-0.072	-0.008	3,010,462	459,113,472	0.218	0.29	4.336	86,487.796875	2,196,466,688	2,520,000
ZTS	2024-01-26	-0.065	0.007	3,010,462	459,113,920	0.218	0.283	4.928	87,929.507813	2,200,600,064	1,915,200
ZTS	2024-02-02	-0.094	-0.029	2,747,667	459,113,952	0.206	0.3	3.162	86,790.898438	2,204,733,440	1,628,199.875
ZTS	2024-02-09	-0.074	0.019	2,747,667	459,113,600	0.207	0.281	4.469	90,592.296875	2,208,866,560	2,047,200
ZTS	2024-02-16	-0.076	-0.002	2,955,069	457,867,200	0.222	0.298	3.717	86,257.601563	2,212,999,936	2,782,600
ZTS	2024-02-23	-0.079	-0.003	2,955,069	457,867,232	0.221	0.3	4.233	90,296	2,210,909,184	2,852,000
ZTS	2024-03-01	-0.074	0.005	3,408,112.25	457,867,104	0.229	0.303	0.728	87,370.203125	2,208,818,176	2,481,999.75
ZTS	2024-03-08	-0.107	-0.033	3,408,112.25	457,867,264	0.229	0.336	8.199	83,405.101563	2,206,727,168	4,327,600
ZTS	2024-03-15	-0.117	-0.01	3,772,454	457,866,944	0.243	0.36	4.662	79,014.101563	2,204,636,672	4,236,200
ZTS	2024-03-22	-0.074	0.043	3,772,454	457,867,360	0.243	0.317	3.153	77,333.796875	2,202,545,408	3,858,800.25
ZTS	2024-03-29	-0.106	-0.032	3,772,454	457,867,168	0.243	0.349	3.051	77,475.703125	2,200,454,656	3,361,999.75
ZTS	2024-04-05	-0.124	-0.018	3,568,082	457,866,848	0.225	0.349	3.856	75,941.796875	2,198,363,648	2,926,400
ZTS	2024-04-12	-0.093	0.031	3,651,701	457,867,072	0.232	0.324	5.699	68,670.898438	2,196,272,640	4,047,000
ZTS	2024-04-19	-0.106	-0.013	3,651,701	457,866,880	0.232	0.338	4.661	67,077.5	2,194,181,888	5,456,400
ZTS	2024-04-26	-0.143	-0.038	3,651,701	457,867,040	0.232	0.375	3.311	72,535.296875	2,192,090,880	4,191,000
ZTS	2024-05-03	-0.156	-0.012	3,180,231	456,294,944	0.212	0.367	5.348	76,233.203125	2,190,000,128	4,113,000
ZTS	2024-05-10	-0.163	-0.007	3,180,231	456,294,976	0.212	0.375	4.6	77,132.101563	2,202,214,400	3,024,000
ZTS	2024-05-17	-0.004	0.159	5,171,343	456,294,976	0.286	0.29	1.855	79,422.703125	2,214,428,672	2,045,200
ZTS	2024-05-24	-0.037	-0.033	5,171,343	456,295,040	0.287	0.323	2.629	77,602.101563	2,226,642,944	1,820,800
ZTS	2024-05-31	0.044	0.081	6,032,053	456,295,104	0.319	0.275	2.97	77,369.398438	2,238,856,960	3,081,000
ZTS	2024-06-07	-0.012	-0.056	6,032,053	456,294,944	0.317	0.329	2.314	80,727.703125	2,251,071,488	1,855,000.125
ZTS	2024-06-14	0	0.013	6,032,053	456,294,912	0.317	0.316	2.491	77,821.101563	2,263,285,760	2,187,000
ZTS	2024-06-21	0.008	0.008	5,799,451	456,294,944	0.306	0.298	2.924	78,067.507813	2,275,500,032	3,005,000
ZTS	2024-06-28	-0.019	-0.027	5,799,451	456,294,976	0.306	0.325	2.278	79,103.296875	2,287,714,560	2,811,200
ZTS	2024-07-05	0.004	0.023	6,876,737	456,295,136	0.331	0.327	2.111	79,833.398438	2,299,928,576	1,740,999.875
ZTS	2024-07-12	-0.003	-0.007	6,876,737	456,295,264	0.331	0.334	1.857	81,695.101563	2,312,142,848	1,798,200.125
ZTS	2024-07-19	0.019	0.022	6,246,609	456,295,232	0.305	0.286	1.921	81,485.203125	2,324,357,120	2,086,000
ZTS	2024-07-26	-0.028	-0.047	6,246,609	456,295,040	0.306	0.333	1.879	82,060.101563	2,336,571,136	1,802,200.125
ZTS	2024-08-02	-0.031	-0.004	5,296,805	456,294,912	0.273	0.305	2.37	82,402.296875	2,348,785,664	1,913,799.875
ZTS	2024-08-09	-0.039	-0.008	5,296,805	453,051,072	0.275	0.314	2.892	83,927.703125	2,360,999,936	2,524,600
ZTS	2024-08-16	-0.028	0.012	4,653,701	453,051,008	0.26	0.288	3.151	83,230	2,363,076,864	1,779,200
ZTS	2024-08-23	-0.086	-0.058	4,653,701	453,050,880	0.261	0.346	5.169	81,956.898438	2,365,153,792	1,280,000
ZTS	2024-08-30	-0.085	0.001	4,058,702	453,050,816	0.239	0.323	3.426	83,130.296875	2,367,230,720	1,428,199.875
ZTS	2024-09-06	-0.073	0.012	4,058,702	453,050,784	0.239	0.312	3.119	85,730.796875	2,369,307,648	1,803,500
ZTS	2024-09-13	-0.048	0.025	4,058,702	453,050,944	0.238	0.287	2.967	86,573.507813	2,371,384,576	1,876,400
ZTS	2024-09-20	-0.025	0.023	5,093,401	453,050,784	0.277	0.302	2.804	87,275.703125	2,373,461,504	2,172,200
ZTS	2024-09-27	-0.036	-0.011	5,093,401	453,051,168	0.277	0.313	3.064	88,258.898438	2,375,538,432	1,612,800
ZTS	2024-10-04	-0.044	-0.008	5,044,171	453,051,072	0.271	0.315	2.751	86,093.296875	2,377,615,360	1,539,000.125
ZTS	2024-10-11	-0.047	-0.003	5,044,171	453,050,816	0.271	0.319	2.1	86,115.898438	2,379,692,288	1,444,199.875
ZTS	2024-10-18	0.004	0.051	5,101,766	453,051,072	0.278	0.274	2.795	87,565.703125	2,381,769,216	1,561,200
ZTS	2024-10-25	-0.009	-0.012	5,101,766	453,050,976	0.279	0.288	2.599	81,553.703125	2,383,846,144	2,163,000
ZTS	2024-11-01	-0.059	-0.05	4,376,960	453,050,848	0.247	0.306	3.295	82,432.601563	2,385,923,072	2,096,600.125
ZTS	2024-11-08	-0.115	-0.056	4,376,960	451,165,024	0.249	0.364	4.227	79,775	2,388,000,000	3,753,200.25
ZTS	2024-11-15	-0.082	0.033	4,321,763	451,164,800	0.252	0.334	6.218	79,017	2,382,928,640	2,685,199.75
ZTS	2024-11-22	-0.067	0.015	4,321,763	451,165,216	0.252	0.319	2.994	79,838.203125	2,377,857,024	2,205,600
ZTS	2024-11-29	-0.069	-0.002	4,321,763	451,165,216	0.252	0.321	2.34	79,066.703125	2,372,785,664	2,601,500
ZTS	2024-12-06	-0.067	0.002	4,692,078	451,165,120	0.262	0.329	4.113	79,612.601563	2,367,714,304	2,541,600
ZTS	2024-12-13	-0.06	0.007	4,692,078	451,165,120	0.262	0.322	3.13	80,388.601563	2,362,642,944	1,840,199.875
ZTS	2024-12-20	-0.029	0.031	5,475,890	451,164,768	0.296	0.325	3.059	74,370	2,357,571,328	3,505,999.75
ZTS	2024-12-27	-0.041	-0.012	5,475,890	451,165,216	0.296	0.337	2.862	74,261.796875	2,352,499,968	1,856,750
ZTS	2025-01-03	-0.027	0.015	6,256,173	451,165,248	0.319	0.346	2.117	73,679.796875	2,347,428,352	1,824,500
ZTS	2025-01-10	-0	0.026	6,256,173	451,165,152	0.319	0.319	1.751	73,684.296875	2,342,357,248	2,688,750
ZTS	2025-01-17	0.04	0.041	6,989,508	451,165,216	0.339	0.298	2.158	74,843.796875	2,337,285,632	3,272,600
ZTS	2025-01-24	0.028	-0.013	6,989,508	451,164,800	0.339	0.312	1.56	76,070.898438	2,332,214,272	2,774,750
ZTS	2025-01-31	0.021	-0.007	7,124,062	451,165,024	0.344	0.323	2.21	77,104.101563	2,327,142,912	2,226,200
ZTS	2025-02-07	-0.008	-0.029	7,124,062	451,164,960	0.344	0.353	2.994	77,343.203125	2,322,071,552	2,345,800
ZTS	2025-02-14	-0.015	-0.007	7,124,062	447,792,032	0.345	0.361	2.164	70,536.203125	2,316,999,936	5,618,400.5
ZTS	2025-02-21	0.074	0.089	8,580,316	447,791,968	0.396	0.322	1.781	71,852.703125	2,308,916,736	4,642,000
ZTS	2025-02-28	0.034	-0.04	8,580,316	447,791,808	0.396	0.362	1.361	74,888.703125	2,300,833,280	3,179,599.75
ZTS	2025-03-07	-0.005	-0.039	8,227,125	447,791,872	0.379	0.383	1.227	76,290.296875	2,292,750,080	3,206,799.75
ZTS	2025-03-14	0.001	0.006	8,227,125	447,791,808	0.379	0.378	1.691	72,210.898438	2,284,666,624	2,920,600
ZTS	2025-03-21	-0.022	-0.023	6,509,170	447,791,808	0.319	0.341	1.557	73,003.507813	2,276,583,424	2,088,600.125
ZTS	2025-03-28	-0.04	-0.019	6,509,170	447,791,648	0.32	0.361	1.556	73,039.296875	2,268,499,968	1,724,000

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