Datasets:

paperswithbacktest
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Stocks-Weekly-ShortOverShorted

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Split (1)

train · 3.79M 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
ZIM	2024-05-24	0.047	-0.018	21,242,478	120,318,432	0.824	0.776	0.974	2,531.5	1,562,000,000	7,673,800
ZIM	2024-05-31	0.045	-0.002	16,048,161	120,319,424	0.802	0.757	1.485	2,712	1,590,507,648	6,261,250
ZIM	2024-06-07	0.05	0.005	16,048,161	120,322,416	0.796	0.746	1.494	2,351.100098	1,619,015,424	10,333,800
ZIM	2024-06-14	0.048	-0.002	16,048,161	120,318,400	0.797	0.749	1.326	2,229.5	1,647,523,072	6,101,200
ZIM	2024-06-21	0.026	-0.022	11,790,438	120,320,616	0.76	0.734	1.718	2,364.300049	1,676,030,720	3,691,250
ZIM	2024-06-28	0.059	0.033	11,790,438	120,320,248	0.761	0.702	1.603	2,667.5	1,704,538,496	3,361,600
ZIM	2024-07-05	0.009	-0.05	10,469,072	120,321,120	0.744	0.735	1.932	2,660.300049	1,733,046,144	3,841,250
ZIM	2024-07-12	0.056	0.047	10,469,072	120,322,584	0.744	0.688	2.217	2,051.5	1,761,553,792	7,928,800.5
ZIM	2024-07-19	-0.003	-0.059	9,759,788	120,318,952	0.734	0.737	2.888	2,037	1,790,061,568	3,646,000.25
ZIM	2024-07-26	0.011	0.014	9,759,788	120,322,960	0.735	0.724	1.722	2,049.100098	1,818,569,216	3,331,400
ZIM	2024-08-02	0.065	0.054	10,971,870	120,321,224	0.748	0.684	1.883	2,284.899902	1,847,076,864	4,450,200
ZIM	2024-08-09	0.058	-0.006	10,971,870	120,322,056	0.75	0.692	1.748	2,204.300049	1,875,584,640	2,783,800
ZIM	2024-08-16	0.083	0.024	12,872,764	120,320,048	0.779	0.696	1.698	2,293.300049	1,904,092,288	2,857,999.75
ZIM	2024-08-23	0.128	0.045	12,872,764	120,342,096	0.78	0.652	2.162	2,427.300049	1,932,600,064	10,848,000
ZIM	2024-08-30	0.069	-0.059	10,785,566	120,339,352	0.751	0.682	1.403	2,198.600098	1,996,646,144	5,476,400
ZIM	2024-09-06	0.045	-0.024	10,785,566	120,339,920	0.752	0.707	2.48	1,947.099976	2,060,692,352	5,087,750
ZIM	2024-09-13	0.08	0.036	10,785,566	120,338,800	0.753	0.673	1.797	2,202.199951	2,124,738,432	4,393,600
ZIM	2024-09-20	0.088	0.007	16,021,698	120,338,992	0.807	0.719	1.705	2,414	2,188,784,640	4,080,000
ZIM	2024-09-27	0.125	0.037	16,021,698	120,342,416	0.807	0.683	1.499	2,917.100098	2,252,830,720	7,706,000
ZIM	2024-10-04	0.127	0.003	15,901,835	120,343,000	0.809	0.682	1.903	2,280.5	2,316,876,800	10,069,800
ZIM	2024-10-11	0.09	-0.038	15,901,835	120,343,448	0.81	0.72	1.114	2,382.800049	2,380,923,136	4,896,600
ZIM	2024-10-18	0.084	-0.006	15,740,093	120,341,048	0.808	0.724	1.88	2,752.199951	2,444,969,216	5,303,199.5
ZIM	2024-10-25	0.08	-0.004	15,740,093	120,342,112	0.809	0.729	1.654	2,743.800049	2,509,015,296	5,044,200
ZIM	2024-11-01	0.143	0.064	17,672,062	120,341,568	0.826	0.682	0.975	2,924.300049	2,573,061,632	3,909,600
ZIM	2024-11-08	0.118	-0.025	17,672,062	120,339,120	0.828	0.71	1.411	2,980.800049	2,637,107,712	4,265,600
ZIM	2024-11-15	0.113	-0.005	12,746,694	120,340,984	0.795	0.682	2.7	3,140.899902	2,701,153,792	4,290,600
ZIM	2024-11-22	0.13	0.017	12,746,694	120,374,256	0.797	0.667	1.858	2,862.5	2,765,199,872	11,309,000
ZIM	2024-11-29	0.112	-0.018	12,746,694	120,372,048	0.797	0.685	1.248	2,653	2,727,849,984	9,626,500
ZIM	2024-12-06	0.095	-0.017	13,425,354	120,372,136	0.801	0.706	1.717	2,523	2,690,500,096	6,245,600.5
ZIM	2024-12-13	0.087	-0.008	13,425,354	120,372,240	0.803	0.715	1.595	2,393	2,653,149,952	6,912,000
ZIM	2024-12-20	0.083	-0.004	11,253,404	120,371,792	0.785	0.702	1.626	2,201.600098	2,615,800,064	4,428,600
ZIM	2024-12-27	0.086	0.003	11,253,404	120,374,424	0.787	0.702	1.62	2,636.199951	2,578,449,920	4,391,000
ZIM	2025-01-03	0.049	-0.036	10,629,886	120,373,496	0.778	0.729	1.136	2,707.199951	2,541,100,032	3,702,750
ZIM	2025-01-10	0.102	0.053	10,629,886	120,371,920	0.778	0.676	2.032	2,297.899902	2,503,749,888	6,198,750
ZIM	2025-01-17	0.11	0.008	11,919,410	120,373,488	0.789	0.679	2.69	1,998.199951	2,466,400,000	7,372,000.5
ZIM	2025-01-24	0.072	-0.038	11,919,410	120,373,432	0.79	0.718	1.273	2,030.699951	2,429,050,112	5,165,750
ZIM	2025-01-31	0.078	0.006	15,134,160	120,370,800	0.82	0.742	1.782	2,142.600098	2,391,699,968	4,583,199.5
ZIM	2025-02-07	0.08	0.002	15,134,160	120,370,368	0.82	0.74	1.298	2,177.5	2,354,350,080	4,232,200
ZIM	2025-02-14	0.113	0.032	15,134,160	120,372,592	0.821	0.709	2.084	2,423.100098	2,316,999,936	6,497,600
ZIM	2025-02-21	0.103	-0.01	16,674,869	120,373,032	0.837	0.734	1.005	2,517	2,279,650,048	4,292,750
ZIM	2025-02-28	0.158	0.055	16,674,869	120,370,920	0.838	0.68	0.982	2,433.899902	2,242,299,904	5,481,600
ZIM	2025-03-07	0.116	-0.042	16,531,927	120,371,080	0.835	0.719	0.91	2,497.699951	2,204,950,016	5,978,000
ZIM	2025-03-14	0.138	0.021	16,531,927	120,422,152	0.837	0.699	1.434	2,196.5	2,167,600,128	9,386,000
ZIM	2025-03-21	0.106	-0.032	14,423,496	120,420,872	0.82	0.714	1.702	2,145.899902	2,151,500,032	8,847,800
ZIM	2025-03-28	0.103	-0.002	14,423,496	120,426,352	0.822	0.719	1.224	1,864.199951	2,135,399,936	7,539,999.5
ZIM	2025-04-04	0.108	0.005	13,008,340	120,423,320	0.809	0.701	2.173	1,507.699951	2,119,299,968	8,214,000
ZIM	2025-04-11	0.101	-0.007	13,008,340	120,420,592	0.81	0.708	2.338	1,660.599976	2,103,200,000	9,503,600
ZIM	2025-04-18	0.122	0.02	17,387,596	120,420,592	0.85	0.728	1.136	1,660.599976	2,087,100,032	4,656,750
ZIM	2025-04-25	0.126	0.004	17,387,596	120,425,384	0.851	0.725	1.195	1,726.900024	2,071,000,064	4,356,400
ZIM	2025-05-02	0.166	0.04	21,696,504	120,421,800	0.872	0.706	1.023	1,855.699951	2,054,899,968	3,734,200
ZIM	2025-05-09	0.157	-0.009	21,696,504	120,420,464	0.873	0.716	1.446	1,718.400024	2,038,800,000	4,839,000
ZIM	2025-05-16	0.221	0.064	24,047,722	120,425,528	0.88	0.659	1.139	2,207.399902	2,022,700,032	9,777,200
ZIM	2025-05-23	0.215	-0.006	24,047,722	120,459,840	0.88	0.665	0.806	2,174.300049	2,006,599,936	9,480,200
ZIM	2025-05-30	0.164	-0.051	21,903,136	120,458,448	0.873	0.709	0.875	2,102	1,978,069,248	6,531,999.5
ZIM	2025-06-06	0.161	-0.002	21,903,136	120,455,584	0.873	0.712	0.847	2,115.199951	1,949,538,432	5,639,400
ZIM	2025-06-13	0.195	0.033	21,903,136	120,456,880	0.874	0.679	0.295	2,109.199951	1,921,007,744	6,465,600
ZIM	2025-06-20	0.208	0.013	21,667,548	120,459,760	0.872	0.664	1.188	1,991.199951	1,892,476,928	9,034,000
ZIM	2025-06-27	0.149	-0.059	21,667,548	120,459,760	0.872	0.723	1.001	1,991.199951	1,863,946,112	6,525,000
ZIM	2025-07-04	0.187	0.038	22,567,510	120,456,856	0.875	0.688	0.939	1,898.400024	1,835,415,424	4,139,750
ZIM	2025-07-11	0.154	-0.033	22,567,510	120,457,968	0.875	0.721	0.847	1,920.099976	1,806,884,608	5,920,799.5
ZIM	2025-07-18	0.217	0.064	24,781,396	120,458,656	0.879	0.661	0.682	1,864.699951	1,778,353,792	3,601,600
ZIM	2025-07-25	0.183	-0.034	24,781,396	120,460,256	0.879	0.696	0.524	2,015.300049	1,749,823,104	3,749,600
ZIM	2025-08-01	0.192	0.009	24,697,200	120,460,440	0.878	0.686	0.763	1,857.5	1,721,292,288	3,043,400
ZIM	2025-08-08	0.163	-0.028	24,697,200	120,458,064	0.88	0.716	0.75	1,867.099976	1,692,761,600	3,062,600
ZIM	2025-08-15	0.201	0.037	24,183,360	120,459,840	0.883	0.682	1.067	1,964.699951	1,664,230,784	8,952,001
ZIM	2025-08-22	0.181	-0.02	24,183,360	120,459,288	0.883	0.702	0.777	1,731	1,635,699,968	8,638,401
ZIM	2025-08-29	0.185	0.004	24,183,360	120,455,552	0.883	0.698	1.198	1,639.400024	1,646,584,576	4,802,800
ZIM	2025-09-05	0.15	-0.035	18,698,980	120,459,600	0.862	0.711	1.313	1,625	1,657,469,184	3,378,250
ZIM	2025-09-12	0.136	-0.015	18,698,980	120,454,880	0.862	0.726	0.754	1,641.800049	1,668,353,792	3,553,999.75
ZIM	2025-09-19	0.187	0.052	18,698,048	120,459,288	0.864	0.676	1.235	1,731	1,679,238,400	6,316,400
ZIM	2025-09-26	0.158	-0.029	18,698,048	120,459,112	0.864	0.706	0.8	1,679.199951	1,690,123,136	3,471,000
ZIM	2025-10-03	0.178	0.02	20,524,968	120,460,096	0.867	0.689	0.935	1,675.599976	1,701,007,744	3,715,599.75
ZIM	2025-10-10	0.148	-0.03	20,524,968	120,458,208	0.868	0.72	0.958	1,498.5	1,711,892,352	4,960,600
ZIM	2025-10-17	0.171	0.023	21,532,874	120,460,968	0.873	0.702	1.153	1,620.199951	1,722,776,960	4,177,800
ZIM	2025-10-24	0.151	-0.021	21,532,874	120,459,176	0.874	0.723	0.605	1,652.699951	1,733,661,568	2,943,400
ZIM	2025-10-31	0.154	0.004	23,624,484	120,455,128	0.882	0.728	0.726	1,852.599976	1,744,546,176	4,698,800
ZIM	2025-11-07	0.142	-0.012	23,624,484	120,454,864	0.883	0.741	0.982	1,774.300049	1,755,430,784	3,561,200.25
ZIM	2025-11-14	0.241	0.099	23,624,484	120,455,672	0.889	0.648	0.568	1,929.699951	1,766,315,392	5,425,800
ZIM	2025-11-21	0.252	0.011	23,647,228	120,455,616	0.889	0.638	0.281	2,035.699951	1,777,200,000	6,636,400
ZIM	2025-11-28	0.204	-0.048	23,647,228	120,455,656	0.89	0.687	1.114	2,458.5	1,758,918,784	8,816,250
ZIM	2025-12-05	0.184	-0.02	25,413,944	120,459,312	0.892	0.709	1.195	2,412.800049	1,740,637,440	5,440,799.5
ZIM	2025-12-12	0.188	0.005	25,413,944	120,458,416	0.893	0.705	0.715	2,259.800049	1,722,356,224	3,277,400
ZIM	2025-12-19	0.192	0.003	22,340,166	120,457,392	0.885	0.694	0.837	2,317.600098	1,704,075,008	4,200,400
ZIM	2025-12-26	0.183	-0.008	22,340,166	120,459,016	0.886	0.703	0.54	2,571.800049	1,685,793,792	4,372,250
ZIM	2026-01-02	0.186	0.002	21,764,384	120,456,416	0.886	0.7	0.694	2,639.199951	1,667,512,448	3,319,250
ZIM	2026-01-09	0.199	0.014	21,764,384	120,455,360	0.886	0.687	1.418	2,698.199951	1,649,231,232	4,315,200
ZIM	2026-01-16	0.14	-0.059	18,502,214	120,458,800	0.873	0.733	0.951	2,573	1,630,950,016	4,395,200
ZIM	2026-01-23	0.128	-0.012	18,502,214	120,457,016	0.873	0.745	1.403	2,662.100098	1,612,668,800	3,085,000
ZIM	2026-01-30	0.137	0.009	19,517,252	120,458,456	0.876	0.739	1.284	2,653.699951	1,594,387,456	2,974,600
ZIM	2026-02-06	0.131	-0.006	19,517,252	120,459,384	0.876	0.745	1.015	2,491.100098	1,576,106,240	2,764,400.25
ZIM	2026-02-13	0.141	0.01	19,517,252	120,459,448	0.877	0.736	0.697	2,674.199951	1,557,825,024	1,863,000.125
ZIM	2026-02-20	0.113	-0.027	15,861,960	120,457,808	0.85	0.736	1.675	3,525.800049	1,539,543,808	16,561,250
ZIM	2026-02-27	0.144	0.031	15,861,960	120,457,856	0.851	0.707	1.426	3,472.800049	1,521,262,464	2,765,800
ZIM	2026-03-06	0.129	-0.016	15,166,421	120,456,672	0.839	0.711	0.941	3,349.899902	1,502,981,248	2,231,800
ZIM	2026-03-13	0.081	-0.048	15,166,421	120,466,832	0.84	0.76	1.297	3,251.399902	1,484,700,032	2,385,999.75
ZIM	2026-03-20	0.006	-0.074	6,361,557	120,467,544	0.649	0.643	4.221	3,117.699951	1,475,879,936	2,361,000
ZIM	2026-03-27	0.007	0.001	6,361,557	120,465,824	0.65	0.643	4.336	3,155	1,467,059,968	1,590,400
ZIM	2026-04-03	0.02	0.013	5,973,037	120,467,688	0.628	0.609	3.099	3,168.300049	1,458,240,000	1,487,500
ZIM	2026-04-10	-0.004	-0.024	5,973,037	120,466,096	0.627	0.631	2.556	3,179.100098	1,449,420,032	1,193,400.125
ZIM	2026-04-17	-0.132	-0.128	3,809,528	120,466,488	0.478	0.61	5.009	3,253.800049	1,440,600,064	1,191,800.125

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