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
ZM	2023-06-02	0.085	0.054	14,461,242	297,545,120	0.598	0.512	0.296	19,962.300781	1,107,926,400	4,281,124
ZM	2023-06-09	0.036	-0.049	14,461,242	297,543,936	0.598	0.562	2.012	19,977.099609	1,110,488,960	4,891,062.5
ZM	2023-06-16	0.067	0.031	16,587,312	297,544,992	0.625	0.558	1	20,846	1,113,051,392	4,147,902.5
ZM	2023-06-23	0.067	0	16,587,312	297,544,288	0.626	0.559	1.201	19,822.400391	1,115,613,824	3,918,485.5
ZM	2023-06-30	0.151	0.084	17,596,028	297,544,224	0.637	0.487	1.208	20,197.300781	1,118,176,256	2,472,443.5
ZM	2023-07-07	0.109	-0.042	17,596,028	297,545,312	0.638	0.529	1.313	19,539.800781	1,120,738,816	2,293,250
ZM	2023-07-14	0.125	0.016	17,596,028	297,544,992	0.638	0.513	1.025	21,003.699219	1,123,301,248	3,408,767.25
ZM	2023-07-21	0.153	0.028	19,090,666	297,544,704	0.659	0.506	0.896	21,134.599609	1,125,863,680	4,280,794
ZM	2023-07-28	0.165	0.013	19,090,666	297,545,120	0.659	0.494	2.245	21,744.599609	1,128,426,112	2,935,137.75
ZM	2023-08-04	0.176	0.011	18,765,862	297,544,192	0.658	0.482	0.136	20,548.400391	1,130,988,672	2,549,292
ZM	2023-08-11	0.17	-0.007	18,765,862	297,545,024	0.66	0.49	1.075	19,816.5	1,133,551,104	2,322,868
ZM	2023-08-18	0.188	0.018	17,134,436	297,544,096	0.652	0.464	0.761	19,724.199219	1,136,113,536	2,463,951
ZM	2023-08-25	0.114	-0.074	17,134,436	300,957,184	0.651	0.538	1.411	20,374.800781	1,138,675,968	6,699,833.5
ZM	2023-09-01	0.137	0.023	15,857,957	300,956,480	0.638	0.502	1.852	21,584.599609	1,138,526,080	3,354,798.25
ZM	2023-09-08	0.127	-0.01	15,857,957	300,957,536	0.638	0.512	1.308	21,687	1,138,376,192	5,065,335
ZM	2023-09-15	0.155	0.029	14,522,352	300,956,256	0.618	0.463	1.045	21,401	1,138,226,176	3,980,378.5
ZM	2023-09-22	0.121	-0.034	14,522,352	300,957,152	0.619	0.497	1.197	20,720.900391	1,138,076,288	2,490,946.5
ZM	2023-09-29	0.124	0.003	14,522,352	300,956,544	0.62	0.496	1.651	21,048.900391	1,137,926,400	2,268,688.25
ZM	2023-10-06	0.111	-0.012	15,981,228	300,957,504	0.636	0.525	1.219	19,706.699219	1,137,776,512	3,498,285.5
ZM	2023-10-13	0.113	0.002	15,981,228	300,956,192	0.637	0.524	1.013	18,885	1,137,626,496	2,949,775.25
ZM	2023-10-20	0.149	0.035	15,129,184	300,957,696	0.628	0.48	0.816	18,572.099609	1,137,476,608	2,292,599.5
ZM	2023-10-27	0.147	-0.002	15,129,184	300,956,288	0.629	0.482	0.864	17,843.699219	1,137,326,720	2,344,198.25
ZM	2023-11-03	0.167	0.02	15,363,156	300,957,312	0.632	0.465	1.331	18,957.300781	1,137,176,832	2,424,477.75
ZM	2023-11-10	0.146	-0.021	15,363,156	300,957,120	0.634	0.488	1.794	18,677.400391	1,137,026,816	2,530,545.75
ZM	2023-11-17	0.159	0.013	16,209,688	300,957,568	0.643	0.484	0.91	19,297.400391	1,136,876,928	3,400,589
ZM	2023-11-24	0.111	-0.048	16,209,688	304,422,752	0.644	0.533	1.655	19,644.400391	1,136,727,040	7,523,128
ZM	2023-12-01	0.134	0.023	15,809,381	304,423,104	0.639	0.505	1.351	21,397.900391	1,137,375,616	4,156,310.5
ZM	2023-12-08	0.132	-0.002	15,809,381	304,423,776	0.64	0.507	0.33	22,241.199219	1,138,024,320	5,224,634
ZM	2023-12-15	0.106	-0.026	15,374,561	304,423,648	0.635	0.528	1.547	21,787.599609	1,138,673,024	8,166,419
ZM	2023-12-22	0.148	0.042	15,374,561	304,423,424	0.635	0.487	1.038	22,070.699219	1,139,321,728	3,116,912.5
ZM	2023-12-29	0.158	0.01	15,374,561	304,423,552	0.638	0.479	1.281	21,891.099609	1,139,970,304	2,504,297
ZM	2024-01-05	0.125	-0.033	16,133,726	304,423,520	0.644	0.519	2.2	20,384.199219	1,140,619,008	2,311,912.5
ZM	2024-01-12	0.108	-0.017	16,133,726	304,423,776	0.645	0.536	0.871	21,449.699219	1,141,267,712	2,762,104.5
ZM	2024-01-19	0.103	-0.005	13,546,099	304,423,520	0.619	0.516	2.283	21,017.400391	1,141,916,288	2,621,381
ZM	2024-01-26	0.119	0.016	13,546,099	304,422,784	0.62	0.501	1.528	20,621.599609	1,142,564,992	2,306,585.5
ZM	2024-02-02	0.084	-0.034	12,470,393	304,423,552	0.603	0.519	1.351	19,565.300781	1,143,213,696	3,379,334
ZM	2024-02-09	0.107	0.023	12,470,393	304,423,168	0.603	0.496	2.055	20,000.599609	1,143,862,272	3,113,622.25
ZM	2024-02-16	0.106	-0	13,274,748	304,423,712	0.617	0.51	1.624	18,910.800781	1,144,510,976	2,829,017.5
ZM	2024-02-23	0.099	-0.008	13,274,748	304,422,688	0.617	0.518	1.306	19,300.400391	1,145,159,680	3,476,482.75
ZM	2024-03-01	0.056	-0.043	12,724,610	304,423,904	0.605	0.549	2.25	21,586.699219	1,145,808,384	9,551,935
ZM	2024-03-08	0.057	0.001	12,724,610	307,559,552	0.603	0.547	1.414	20,655.699219	1,146,456,960	3,592,097.5
ZM	2024-03-15	0.082	0.026	11,835,316	307,559,104	0.586	0.503	1.716	20,286.599609	1,145,982,208	3,509,327.5
ZM	2024-03-22	0.093	0.011	11,835,316	307,559,104	0.587	0.494	2.739	20,286.599609	1,145,507,328	1,857,337.25
ZM	2024-03-29	0.103	0.009	11,835,316	307,560,032	0.589	0.487	1.999	20,105.199219	1,145,032,576	2,087,593.5
ZM	2024-04-05	0.09	-0.012	12,168,363	307,559,616	0.589	0.498	2.109	19,357.800781	1,144,557,696	2,707,926.25
ZM	2024-04-12	0.102	0.012	12,666,108	307,559,616	0.599	0.497	1.088	18,954.900391	1,144,082,944	2,893,481.5
ZM	2024-04-19	0.118	0.016	12,666,108	307,559,296	0.6	0.481	1.802	18,284.400391	1,143,608,064	2,844,709
ZM	2024-04-26	0.115	-0.003	12,666,108	307,559,648	0.6	0.485	1.36	19,068.699219	1,143,133,312	3,019,361.5
ZM	2024-05-03	0.069	-0.046	12,778,014	307,559,040	0.598	0.529	1.784	19,013.300781	1,142,658,432	2,729,943.75
ZM	2024-05-10	0.112	0.043	12,778,014	307,560,096	0.599	0.487	1.295	19,059.5	1,142,183,680	2,467,298
ZM	2024-05-17	0.122	0.01	12,758,744	307,559,200	0.598	0.476	1.519	19,733	1,141,708,800	2,690,781.25
ZM	2024-05-24	0.077	-0.045	12,758,744	309,276,320	0.597	0.52	3.273	19,487.5	1,141,234,048	5,435,644
ZM	2024-05-31	0.104	0.027	12,480,319	309,277,792	0.596	0.492	1.115	18,971.099609	1,142,871,424	3,274,655
ZM	2024-06-07	0.086	-0.018	12,480,319	309,277,536	0.591	0.505	1.391	19,435	1,144,508,800	2,623,863
ZM	2024-06-14	0.048	-0.039	12,480,319	309,277,760	0.592	0.544	1.358	17,857.699219	1,146,146,176	3,367,223
ZM	2024-06-21	-0.052	-0.099	9,100,421	309,276,480	0.512	0.563	1.931	18,210.199219	1,147,783,552	5,206,053
ZM	2024-06-28	-0.004	0.047	9,100,421	309,276,928	0.512	0.517	2.845	18,306.099609	1,149,420,928	3,244,217.5
ZM	2024-07-05	0.027	0.031	9,878,159	309,277,376	0.521	0.494	1.459	18,018.5	1,151,058,304	1,785,477.5
ZM	2024-07-12	0.006	-0.021	9,878,159	309,277,504	0.521	0.515	2.122	17,808.199219	1,152,695,680	3,472,917.5
ZM	2024-07-19	-0.012	-0.018	9,206,624	309,276,352	0.503	0.515	1.652	18,207.099609	1,154,333,056	2,334,832.25
ZM	2024-07-26	-0.016	-0.004	9,206,624	309,277,728	0.504	0.52	1.812	18,584.5	1,155,970,304	2,403,196.75
ZM	2024-08-02	0.004	0.02	8,909,143	309,276,800	0.496	0.492	2.284	18,089.599609	1,157,607,808	2,277,563
ZM	2024-08-09	-0.005	-0.009	8,909,143	309,276,352	0.499	0.504	2.157	17,437	1,159,245,184	2,770,534.25
ZM	2024-08-16	-0.012	-0.007	7,771,989	309,276,736	0.47	0.482	1.804	17,959.699219	1,160,882,560	2,250,909.75
ZM	2024-08-23	-0.033	-0.021	7,771,989	307,788,736	0.472	0.505	2.407	21,588.300781	1,162,520,064	8,831,371
ZM	2024-08-30	-0.039	-0.006	8,252,057	307,789,536	0.484	0.523	3.268	21,262.099609	1,163,592,960	4,598,786.5
ZM	2024-09-06	-0.065	-0.026	8,252,057	307,789,536	0.484	0.55	1.987	20,677.300781	1,164,665,856	2,882,084.25
ZM	2024-09-13	-0.009	0.056	8,252,057	307,789,632	0.485	0.494	1.772	20,803.5	1,165,738,752	2,616,631
ZM	2024-09-20	0.018	0.028	10,512,123	307,789,120	0.545	0.527	1.499	20,785	1,166,811,776	2,922,734.75
ZM	2024-09-27	0.048	0.03	10,512,123	307,788,608	0.546	0.498	2.622	21,406.699219	1,167,884,672	2,118,316.5
ZM	2024-10-04	0.026	-0.022	9,234,714	307,789,088	0.513	0.488	2.666	21,132.800781	1,168,957,568	1,800,470
ZM	2024-10-11	0.013	-0.013	9,234,714	307,788,640	0.514	0.5	3.347	21,754.5	1,170,030,464	3,360,998.75
ZM	2024-10-18	0.005	-0.008	7,911,544	307,789,312	0.478	0.473	2.598	21,705.300781	1,171,103,488	2,336,728.5
ZM	2024-10-25	-0.013	-0.018	7,911,544	307,788,800	0.479	0.492	2.367	22,354.699219	1,172,176,384	2,621,991.5
ZM	2024-11-01	0.024	0.037	8,683,749	307,789,696	0.504	0.48	2.242	23,268.900391	1,173,249,280	2,252,168
ZM	2024-11-08	0.026	0.002	8,683,749	307,789,088	0.506	0.48	1.824	25,072.5	1,174,322,176	2,605,534.25
ZM	2024-11-15	-0.012	-0.038	9,091,656	307,788,992	0.528	0.54	1.976	24,974	1,175,395,200	3,422,313.25
ZM	2024-11-22	0.004	0.015	9,091,656	307,788,800	0.529	0.526	2.028	26,432.900391	1,176,468,096	3,854,239.5
ZM	2024-11-29	0.009	0.005	9,091,656	306,495,328	0.53	0.522	3.529	25,344.099609	1,177,540,992	9,419,967
ZM	2024-12-06	0.001	-0.008	8,884,909	306,495,008	0.518	0.517	2.096	26,426	1,178,048,512	2,770,084
ZM	2024-12-13	-0.023	-0.024	8,884,909	306,494,784	0.519	0.541	2.34	25,681.199219	1,178,555,904	3,083,484.75
ZM	2024-12-20	-0.032	-0.01	9,041,461	306,495,328	0.528	0.561	2.176	26,236	1,179,063,424	3,262,358.5
ZM	2024-12-27	0.041	0.073	9,041,461	306,494,880	0.529	0.489	1.694	25,690.400391	1,179,570,816	1,852,319.5
ZM	2025-01-03	0.028	-0.012	8,548,989	306,494,560	0.51	0.482	2.292	25,347.099609	1,180,078,336	1,711,080.75
ZM	2025-01-10	0.003	-0.025	8,548,989	306,495,072	0.511	0.507	1.522	24,354.099609	1,180,585,728	2,544,284.75
ZM	2025-01-17	0.027	0.024	8,106,790	306,495,456	0.484	0.457	2.778	23,928.099609	1,181,093,248	2,039,157.25
ZM	2025-01-24	-0.002	-0.029	8,106,790	306,494,944	0.485	0.487	2.83	24,571.699219	1,181,600,640	2,596,329.5
ZM	2025-01-31	0.012	0.014	8,401,362	306,495,264	0.493	0.481	4.345	26,646.699219	1,182,108,160	2,798,656.5
ZM	2025-02-07	0.018	0.007	8,401,362	306,494,400	0.494	0.475	3.193	26,395.300781	1,182,615,552	1,534,140.75
ZM	2025-02-14	0.008	-0.01	8,401,362	306,494,720	0.494	0.485	2.33	26,082.699219	1,183,123,072	2,103,755
ZM	2025-02-21	0.01	0.002	8,917,689	306,494,560	0.513	0.503	3.073	25,285.800781	1,183,630,592	2,915,525.75
ZM	2025-02-28	-0.004	-0.014	8,917,689	305,233,376	0.515	0.519	4.116	22,495.699219	1,184,137,984	5,438,259
ZM	2025-03-07	0.009	0.013	9,114,077	305,234,240	0.515	0.506	4.127	23,191.699219	1,183,352,704	3,200,382.5
ZM	2025-03-14	0.002	-0.007	9,114,077	305,234,528	0.516	0.514	2.354	22,648.400391	1,182,567,552	2,432,650.75
ZM	2025-03-21	-0.071	-0.073	6,681,672	305,233,632	0.423	0.494	4.794	23,188.599609	1,181,782,272	2,586,680.5
ZM	2025-03-28	-0.049	0.022	6,681,672	305,233,824	0.425	0.474	2.962	22,843.699219	1,180,996,992	1,622,002.375
ZM	2025-04-04	-0.048	0.001	7,328,336	305,233,952	0.445	0.493	2.378	20,679.599609	1,180,211,712	2,470,348
ZM	2025-04-11	-0.084	-0.035	7,328,336	305,234,112	0.445	0.528	2.102	21,775.400391	1,179,426,560	3,254,116.25
ZM	2025-04-18	-0.088	-0.004	6,285,184	305,234,272	0.399	0.487	2.797	21,821.199219	1,178,641,280	1,618,268.25
ZM	2025-04-25	-0.088	0	6,285,184	305,233,472	0.399	0.486	2.874	23,206.900391	1,177,856,000	1,515,066.25

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