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	2019-07-05	-0.07	0.057	4,300,027	478,656,480	0.271	0.341	3.295	54,653	1,514,142,848	1,462,750
ZTS	2019-07-12	-0.097	-0.027	4,300,027	478,655,904	0.272	0.369	2.316	54,236.5	1,520,714,240	1,762,800
ZTS	2019-07-19	-0.028	0.069	4,031,711	478,656,320	0.25	0.278	3.324	54,609.898438	1,527,285,760	1,483,399.875
ZTS	2019-07-26	-0.092	-0.064	4,031,711	478,656,064	0.251	0.342	2.709	55,098.101563	1,533,857,152	1,716,600.125
ZTS	2019-08-02	-0.078	0.014	3,670,372	478,655,872	0.237	0.315	3.725	55,696.398438	1,540,428,544	1,870,000
ZTS	2019-08-09	-0.113	-0.035	3,670,372	477,821,216	0.238	0.351	4.009	59,761.101563	1,547,000,064	2,829,000
ZTS	2019-08-16	-0.099	0.014	3,953,395	477,821,632	0.253	0.352	2.732	59,904.5	1,549,846,144	1,604,600.125
ZTS	2019-08-23	-0.093	0.006	3,953,395	477,821,568	0.253	0.345	7.02	58,805.5	1,552,692,352	1,877,600
ZTS	2019-08-30	-0.112	-0.019	4,326,608	477,821,536	0.259	0.37	6.339	60,406.199219	1,555,538,432	1,574,800
ZTS	2019-09-06	-0.12	-0.009	4,326,608	477,821,408	0.258	0.379	2.775	61,366.601563	1,558,384,640	1,815,000.125
ZTS	2019-09-13	-0.132	-0.011	4,326,608	477,821,024	0.259	0.39	4.206	57,825.898438	1,561,230,720	2,918,000.25
ZTS	2019-09-20	-0.075	0.056	3,819,689	477,821,184	0.237	0.312	2.71	60,023.898438	1,564,076,928	2,103,800
ZTS	2019-09-27	-0.158	-0.082	3,819,689	477,821,632	0.237	0.395	4.169	59,202.101563	1,566,923,136	1,638,400
ZTS	2019-10-04	-0.12	0.038	3,376,905	477,821,312	0.222	0.342	4.449	60,707.199219	1,569,769,216	1,679,000.125
ZTS	2019-10-11	-0.127	-0.007	3,376,905	477,821,248	0.222	0.348	2.65	61,385.699219	1,572,615,424	1,701,400.125
ZTS	2019-10-18	-0.07	0.057	4,420,135	477,821,600	0.259	0.329	2.132	61,218.5	1,575,461,504	1,910,200.125
ZTS	2019-10-25	-0.086	-0.016	4,420,135	477,821,632	0.259	0.345	2.156	59,421.898438	1,578,307,712	2,129,800
ZTS	2019-11-01	-0.096	-0.01	3,973,351	477,821,152	0.247	0.343	3.149	59,890.101563	1,581,153,792	1,907,800.125
ZTS	2019-11-08	-0.14	-0.044	3,973,351	476,299,008	0.248	0.387	5.212	56,136.601563	1,584,000,000	3,536,399.75
ZTS	2019-11-15	-0.104	0.035	3,670,628	476,299,200	0.243	0.348	3.408	56,165.199219	1,590,428,544	2,412,200
ZTS	2019-11-22	-0.107	-0.002	3,670,628	476,299,136	0.243	0.35	4.047	57,065.398438	1,596,857,088	2,159,800
ZTS	2019-11-29	-0.089	0.018	3,670,628	476,299,392	0.244	0.333	3.899	57,403.601563	1,603,285,760	1,992,500
ZTS	2019-12-06	-0.104	-0.015	3,475,252	476,298,880	0.24	0.344	4.398	57,975.101563	1,609,714,432	2,444,200
ZTS	2019-12-13	-0.107	-0.003	3,475,252	476,298,912	0.241	0.348	3.118	59,275.398438	1,616,142,848	1,697,600
ZTS	2019-12-20	-0.028	0.079	4,984,725	476,299,392	0.294	0.323	2.495	63,195.398438	1,622,571,392	2,622,400
ZTS	2019-12-27	-0.043	-0.015	4,984,725	476,299,424	0.294	0.337	3.069	63,466.898438	1,628,999,936	1,074,750
ZTS	2020-01-03	-0.015	0.028	4,913,216	476,299,200	0.286	0.301	2.194	63,900.300781	1,635,428,608	1,230,500
ZTS	2020-01-10	-0.03	-0.015	4,913,216	476,299,296	0.285	0.315	2.24	64,571.898438	1,641,857,152	1,730,000
ZTS	2020-01-17	0.032	0.062	5,940,518	476,299,232	0.315	0.283	1.971	66,758.101563	1,648,285,696	1,864,400
ZTS	2020-01-24	0.039	0.006	5,940,518	476,299,616	0.315	0.277	2.177	64,924.398438	1,654,714,240	2,694,250
ZTS	2020-01-31	0.008	-0.031	5,186,175	476,299,072	0.292	0.285	2.55	63,924.101563	1,661,142,912	1,903,000.125
ZTS	2020-02-07	0.008	0	5,186,175	476,299,520	0.293	0.284	2.068	66,158	1,667,571,456	1,942,599.875
ZTS	2020-02-14	0.033	0.025	5,186,175	474,933,792	0.293	0.26	4.909	68,471.203125	1,674,000,000	2,351,000
ZTS	2020-02-21	-0.047	-0.08	4,850,681	474,934,272	0.288	0.335	0.365	67,549.898438	1,662,333,312	1,769,250
ZTS	2020-02-28	-0.038	0.009	4,850,681	474,933,568	0.289	0.326	4.028	63,275.398438	1,650,666,624	2,858,200
ZTS	2020-03-06	-0.045	-0.007	4,774,603	474,933,952	0.289	0.334	2.756	65,089.699219	1,639,000,064	2,922,200
ZTS	2020-03-13	-0.039	0.006	4,774,603	474,933,824	0.291	0.33	2.701	59,594.699219	1,627,333,376	3,798,600
ZTS	2020-03-20	-0.11	-0.07	4,451,514	474,933,632	0.274	0.384	3.101	47,939.800781	1,615,666,688	5,207,199.5
ZTS	2020-03-27	-0.12	-0.01	4,451,514	474,934,240	0.274	0.394	3.701	53,083.398438	1,604,000,000	4,318,400
ZTS	2020-04-03	-0.087	0.033	5,247,197	474,934,112	0.282	0.369	2.821	54,432.199219	1,592,333,312	2,522,800.25
ZTS	2020-04-10	-0.08	0.007	5,247,197	474,933,600	0.282	0.362	2.415	61,147.699219	1,580,666,624	2,733,750
ZTS	2020-04-17	-0.079	0.001	4,915,489	474,934,208	0.285	0.364	2.413	62,083.398438	1,568,999,936	2,400,200
ZTS	2020-04-24	-0.019	0.06	4,915,489	474,933,664	0.285	0.304	2.027	59,798.898438	1,557,333,376	2,433,600
ZTS	2020-05-01	-0.043	-0.025	4,608,149	474,933,760	0.275	0.318	2.731	60,568.300781	1,545,666,688	2,603,599.75
ZTS	2020-05-08	-0.007	0.036	4,608,149	474,940,608	0.276	0.283	2.886	59,590.800781	1,534,000,000	2,477,800
ZTS	2020-05-15	-0.043	-0.036	4,370,763	474,940,800	0.268	0.312	2.873	60,550.199219	1,535,076,864	2,163,599.75
ZTS	2020-05-22	-0.05	-0.007	4,370,763	474,940,416	0.267	0.318	3.934	61,794.5	1,536,153,856	2,283,000
ZTS	2020-05-29	-0.013	0.037	4,370,763	474,940,832	0.267	0.281	3.377	66,202	1,537,230,720	2,448,000
ZTS	2020-06-05	-0.047	-0.034	4,463,482	474,940,800	0.267	0.314	3.616	66,971.398438	1,538,307,712	1,599,000.125
ZTS	2020-06-12	-0.031	0.017	4,463,482	474,940,672	0.267	0.298	2.463	63,675.300781	1,539,384,576	1,852,600.125
ZTS	2020-06-19	0.017	0.048	4,393,186	474,941,056	0.266	0.249	3.58	65,256.898438	1,540,461,568	1,836,199.875
ZTS	2020-06-26	-0.013	-0.031	4,393,186	474,940,448	0.266	0.28	3.013	63,005.601563	1,541,538,432	1,512,000
ZTS	2020-07-03	-0.016	-0.003	4,358,757	474,940,416	0.268	0.284	2.937	65,380.300781	1,542,615,424	1,635,000.125
ZTS	2020-07-10	-0.024	-0.008	4,358,757	474,940,896	0.268	0.292	3.279	65,114.398438	1,543,692,416	1,230,800
ZTS	2020-07-17	-0.01	0.014	4,376,614	474,940,512	0.247	0.258	2.819	68,704.898438	1,544,769,280	1,503,800.125
ZTS	2020-07-24	-0.032	-0.021	4,376,614	474,941,056	0.247	0.279	2.107	68,496	1,545,846,144	1,222,800
ZTS	2020-07-31	-0.036	-0.004	3,915,338	474,940,672	0.227	0.263	3.104	72,039	1,546,923,136	1,590,599.875
ZTS	2020-08-07	-0.075	-0.039	3,915,338	475,144,736	0.228	0.303	6.843	75,491	1,548,000,000	1,753,600
ZTS	2020-08-14	-0.035	0.04	3,915,338	475,144,832	0.229	0.264	3.035	74,621.507813	1,566,307,584	1,378,000
ZTS	2020-08-21	-0.104	-0.069	3,467,749	475,144,960	0.213	0.317	3.17	75,248.703125	1,584,615,424	1,601,799.875
ZTS	2020-08-28	-0.072	0.032	3,467,749	475,145,024	0.213	0.285	3.229	76,023.203125	1,602,923,136	1,352,600.125
ZTS	2020-09-04	-0.098	-0.026	3,432,987	475,144,960	0.218	0.316	3.111	74,711.796875	1,621,230,720	1,560,000
ZTS	2020-09-11	-0.095	0.003	3,432,987	475,144,736	0.218	0.313	3.116	75,353.203125	1,639,538,432	1,362,250
ZTS	2020-09-18	-0.034	0.061	3,504,164	475,144,544	0.224	0.257	3.288	76,436.492188	1,657,846,144	1,726,000
ZTS	2020-09-25	-0.091	-0.057	3,504,164	475,144,896	0.224	0.315	2.711	76,422.296875	1,676,153,856	1,325,600
ZTS	2020-10-02	-0.043	0.048	3,551,963	475,144,608	0.224	0.266	3.17	77,709.898438	1,694,461,568	1,470,400
ZTS	2020-10-09	-0.071	-0.028	3,551,963	475,144,800	0.224	0.295	3.791	78,603.203125	1,712,769,280	2,265,000
ZTS	2020-10-16	-0.001	0.07	3,815,025	475,144,608	0.234	0.235	3.072	77,709.898438	1,731,076,864	1,482,599.875
ZTS	2020-10-23	-0.055	-0.054	3,815,025	475,144,608	0.234	0.289	2.728	77,681.398438	1,749,384,576	1,371,600
ZTS	2020-10-30	-0.052	0.003	3,994,443	475,144,736	0.242	0.293	3.037	75,334.203125	1,767,692,288	1,709,600
ZTS	2020-11-06	-0.047	0.005	3,994,443	475,267,936	0.242	0.289	3.985	80,439.101563	1,786,000,000	2,197,199.75
ZTS	2020-11-13	-0.069	-0.022	3,994,443	475,267,808	0.243	0.312	3.05	78,789.898438	1,787,399,936	1,934,400
ZTS	2020-11-20	-0.084	-0.015	3,615,688	475,267,776	0.231	0.314	3.13	78,989.507813	1,788,800,000	1,353,400.125
ZTS	2020-11-27	-0.088	-0.004	3,615,688	475,267,840	0.23	0.318	4.042	76,741.507813	1,790,200,064	1,688,500
ZTS	2020-12-04	-0.086	0.002	3,184,359	475,268,128	0.21	0.296	5.804	75,068.601563	1,791,600,000	2,365,000
ZTS	2020-12-11	-0.075	0.011	3,184,359	475,267,968	0.21	0.286	4.778	75,819.507813	1,792,999,936	1,523,600
ZTS	2020-12-18	-0.027	0.048	3,155,367	475,267,968	0.21	0.237	4.237	77,768.101563	1,794,400,000	1,969,799.875
ZTS	2020-12-25	-0.095	-0.067	3,155,367	475,267,552	0.209	0.304	5.759	76,385	1,795,800,064	1,063,250
ZTS	2021-01-01	-0.065	0.03	3,666,199	475,267,680	0.229	0.294	3.078	78,656.796875	1,797,200,000	1,252,999.875
ZTS	2021-01-08	-0.057	0.008	3,666,199	475,267,936	0.229	0.286	3.53	79,897.296875	1,798,599,936	1,698,400
ZTS	2021-01-15	-0.058	-0.001	3,031,344.25	475,268,000	0.189	0.247	3.15	76,784.296875	1,800,000,000	1,948,600.125
ZTS	2021-01-22	-0.096	-0.038	3,031,344.25	475,267,840	0.19	0.285	4.024	77,625.507813	1,801,400,064	1,650,250
ZTS	2021-01-29	-0.097	-0.001	3,031,344.25	475,268,064	0.189	0.286	4.43	73,310.101563	1,802,800,000	1,899,600
ZTS	2021-02-05	-0.13	-0.033	2,745,253	475,268,096	0.18	0.31	4.589	75,700.703125	1,804,199,936	1,688,400
ZTS	2021-02-12	-0.114	0.017	2,745,253	475,267,776	0.179	0.293	5.394	79,231.898438	1,805,600,000	1,854,200.125
ZTS	2021-02-19	-0.082	0.031	3,691,039	475,166,272	0.22	0.302	2.973	76,026.601563	1,807,000,064	2,479,250
ZTS	2021-02-26	-0.039	0.043	3,691,039	475,166,176	0.221	0.26	3.662	73,764.796875	1,812,818,176	2,366,799.75
ZTS	2021-03-05	-0.109	-0.07	3,171,328	475,166,176	0.191	0.3	3.946	69,222.203125	1,818,636,416	3,348,600
ZTS	2021-03-12	-0.113	-0.004	3,171,328	475,166,144	0.191	0.304	4.006	72,496.101563	1,824,454,528	2,145,400
ZTS	2021-03-19	-0.121	-0.008	3,224,636	475,166,560	0.187	0.308	5.329	72,757.507813	1,830,272,768	2,505,000
ZTS	2021-03-26	-0.126	-0.005	3,224,636	475,166,240	0.187	0.313	2.947	74,197.203125	1,836,090,880	1,768,199.875
ZTS	2021-04-02	-0.109	0.016	3,619,655	475,166,272	0.203	0.313	2.68	75,024	1,841,909,120	1,572,999.875
ZTS	2021-04-09	-0.095	0.015	3,619,655	475,166,048	0.202	0.297	4.136	75,955.296875	1,847,727,232	1,988,000
ZTS	2021-04-16	-0.034	0.061	4,691,292	475,166,144	0.243	0.276	5.664	79,652.101563	1,853,545,472	2,176,800
ZTS	2021-04-23	-0.04	-0.007	4,691,292	475,166,528	0.243	0.283	2.743	81,034.898438	1,859,363,584	1,512,000
ZTS	2021-04-30	-0.035	0.005	4,562,536	475,166,176	0.236	0.272	2.122	82,218	1,865,181,824	1,506,599.875
ZTS	2021-05-07	-0.029	0.007	4,562,536	474,766,528	0.236	0.264	3.929	81,446.203125	1,871,000,064	1,972,199.875
ZTS	2021-05-14	-0.035	-0.006	4,562,536	474,767,008	0.237	0.272	2.206	81,797.601563	1,876,923,136	1,446,400
ZTS	2021-05-21	-0.049	-0.015	3,581,003	474,766,464	0.208	0.257	4.291	83,568.398438	1,882,846,208	1,848,800
ZTS	2021-05-28	-0.072	-0.022	3,581,003	474,766,816	0.209	0.28	0.592	83,881.796875	1,888,769,280	2,120,200

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