Datasets:

paperswithbacktest
/

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
ZM	2022-08-26	-0.013	-0.103	11,554,988	297,645,248	0.533	0.546	3.246	24,231.300781	1,099,458,048	12,222,861
ZM	2022-09-02	-0.011	0.002	11,216,380	297,645,760	0.533	0.544	1.748	24,046.800781	1,099,645,824	5,091,036
ZM	2022-09-09	0.046	0.057	11,216,380	297,644,608	0.533	0.487	1.597	24,591.400391	1,099,833,600	3,871,979.5
ZM	2022-09-16	0.081	0.035	16,705,700	297,644,864	0.612	0.531	1.275	23,418.699219	1,100,021,248	4,566,706.5
ZM	2022-09-23	0.073	-0.008	16,705,700	297,645,408	0.612	0.539	1.769	22,159.699219	1,100,209,024	3,784,224
ZM	2022-09-30	0.104	0.031	17,894,912	297,645,056	0.62	0.516	1.791	21,903.699219	1,100,396,800	3,185,052.5
ZM	2022-10-07	0.096	-0.009	17,894,912	297,644,608	0.62	0.524	0.809	22,796.599609	1,100,584,576	3,615,488.5
ZM	2022-10-14	0.109	0.014	17,894,912	297,645,600	0.621	0.512	0.989	21,516.800781	1,100,772,352	4,529,561.5
ZM	2022-10-21	0.103	-0.006	18,383,472	297,645,088	0.623	0.519	1.075	24,103.300781	1,100,960,128	3,267,114
ZM	2022-10-28	0.115	0.012	18,383,472	297,645,184	0.623	0.508	1.677	25,064.699219	1,101,147,904	2,624,315.75
ZM	2022-11-04	0.122	0.007	16,709,142	297,645,248	0.606	0.484	1.612	23,055.599609	1,101,335,680	2,832,136
ZM	2022-11-11	0.091	-0.031	16,709,142	297,644,928	0.607	0.516	1.893	26,288	1,101,523,456	4,808,311.5
ZM	2022-11-18	0.094	0.003	15,782,284	297,644,544	0.601	0.507	1.268	24,299.699219	1,101,711,232	2,747,141
ZM	2022-11-25	0.074	-0.02	15,782,284	292,322,272	0.606	0.532	1.27	22,041.099609	1,101,899,008	7,286,635.5
ZM	2022-12-02	0.08	0.007	14,484,911	292,322,720	0.595	0.515	1.239	21,722.5	1,103,035,008	5,069,491.5
ZM	2022-12-09	0.075	-0.006	14,484,911	292,322,592	0.596	0.521	1.224	21,094	1,104,171,008	2,833,787.5
ZM	2022-12-16	0.064	-0.011	14,705,267	292,321,792	0.606	0.542	1.636	20,421.599609	1,105,307,008	3,759,560
ZM	2022-12-23	0.051	-0.013	14,705,267	292,322,048	0.608	0.557	1.973	19,261.099609	1,106,443,008	3,142,475
ZM	2022-12-30	0.061	0.009	13,555,248	292,322,144	0.592	0.531	2.533	19,801.900391	1,107,579,008	2,458,087.5
ZM	2023-01-06	0.051	-0.009	13,555,248	292,321,952	0.593	0.541	2.122	20,319.300781	1,108,715,008	2,995,803
ZM	2023-01-13	0.073	0.022	13,555,248	292,322,624	0.593	0.52	1.147	20,313.5	1,109,851,008	2,818,696.75
ZM	2023-01-20	0.072	-0.001	15,223,912	292,322,304	0.613	0.54	2.518	20,316.400391	1,110,987,008	2,963,014
ZM	2023-01-27	0.082	0.01	15,223,912	292,322,304	0.613	0.531	0.853	21,675.699219	1,112,123,008	2,888,794
ZM	2023-02-03	0.064	-0.018	15,607,026	292,322,112	0.622	0.557	1.057	23,251.300781	1,113,259,008	4,373,480.5
ZM	2023-02-10	0.054	-0.01	15,607,026	292,321,792	0.622	0.568	2.092	21,693.199219	1,114,395,008	6,016,895.5
ZM	2023-02-17	0.059	0.005	14,692,023	292,321,632	0.613	0.554	1.3	22,248.599609	1,115,531,008	2,907,037.5
ZM	2023-02-24	0.06	0.001	14,692,023	292,322,464	0.615	0.554	0.225	21,611.400391	1,116,667,008	3,312,617.25
ZM	2023-03-03	0.023	-0.037	14,934,287	293,837,024	0.62	0.597	1.022	20,806.599609	1,117,803,008	8,140,404
ZM	2023-03-10	0.016	-0.007	14,934,287	293,836,416	0.621	0.605	1.624	19,722.300781	1,116,766,464	3,747,472.25
ZM	2023-03-17	0.033	0.017	12,353,466	293,835,808	0.585	0.553	1.366	20,330.5	1,115,729,792	3,616,051.25
ZM	2023-03-24	0.028	-0.004	12,353,466	293,836,928	0.587	0.558	1.593	20,286.5	1,114,693,248	2,869,087
ZM	2023-03-31	0.043	0.015	12,013,739	293,836,704	0.578	0.535	1.493	21,696.900391	1,113,656,704	2,724,054.25
ZM	2023-04-07	0.049	0.006	12,013,739	293,835,776	0.578	0.529	2.167	21,112.099609	1,112,620,032	2,417,086.75
ZM	2023-04-14	0.104	0.054	12,013,739	293,835,968	0.579	0.475	1.995	20,421.599609	1,111,583,488	3,201,603.75
ZM	2023-04-21	0.03	-0.073	13,087,084	293,837,120	0.587	0.557	1.805	18,799.699219	1,110,546,944	4,269,881
ZM	2023-04-28	0.017	-0.013	13,087,084	293,836,896	0.587	0.571	2.436	18,050.400391	1,109,510,272	5,882,260
ZM	2023-05-05	0.063	0.046	14,614,655	293,835,936	0.609	0.547	1.633	18,629.199219	1,108,473,728	3,279,324
ZM	2023-05-12	0.078	0.015	14,614,655	293,835,776	0.612	0.534	1.427	18,714.400391	1,107,437,184	2,971,227.5
ZM	2023-05-19	0.108	0.03	14,461,663	293,835,936	0.608	0.5	2.233	20,383.400391	1,106,400,640	3,596,557.5
ZM	2023-05-26	0.034	-0.074	14,461,663	297,544,928	0.605	0.571	1.189	19,718.300781	1,105,363,968	9,003,109
ZM	2023-06-02	0.089	0.055	14,461,242	297,545,120	0.604	0.516	1.182	19,962.300781	1,107,926,400	4,281,124
ZM	2023-06-09	0.053	-0.036	14,461,242	297,543,936	0.605	0.552	1.428	19,977.099609	1,110,488,960	4,891,062.5
ZM	2023-06-16	0.081	0.028	16,587,312	297,544,992	0.633	0.552	1.057	20,846	1,113,051,392	4,147,902.5
ZM	2023-06-23	0.06	-0.021	16,587,312	297,544,288	0.633	0.574	1.807	19,822.400391	1,115,613,824	3,918,485.5
ZM	2023-06-30	0.164	0.104	17,596,028	297,544,224	0.645	0.481	1.407	20,197.300781	1,118,176,256	2,472,443.5
ZM	2023-07-07	0.14	-0.024	17,596,028	297,545,312	0.645	0.505	0.83	19,539.800781	1,120,738,816	2,293,250
ZM	2023-07-14	0.12	-0.02	17,596,028	297,544,992	0.646	0.526	1.804	21,003.699219	1,123,301,248	3,408,767.25
ZM	2023-07-21	0.124	0.004	19,090,666	297,544,704	0.666	0.542	1.399	21,134.599609	1,125,863,680	4,280,794
ZM	2023-07-28	0.149	0.025	19,090,666	297,545,120	0.666	0.517	1.005	21,744.599609	1,128,426,112	2,935,137.75
ZM	2023-08-04	0.18	0.031	18,765,862	297,544,192	0.666	0.485	0.978	20,548.400391	1,130,988,672	2,549,292
ZM	2023-08-11	0.165	-0.015	18,765,862	297,545,024	0.667	0.502	0.919	19,816.5	1,133,551,104	2,322,868
ZM	2023-08-18	0.189	0.023	17,134,436	297,544,096	0.66	0.472	1.224	19,724.199219	1,136,113,536	2,463,951
ZM	2023-08-25	0.108	-0.08	17,134,436	300,957,184	0.66	0.551	0.932	20,374.800781	1,138,675,968	6,699,833.5
ZM	2023-09-01	0.144	0.035	15,857,957	300,956,480	0.646	0.502	1.05	21,584.599609	1,138,526,080	3,354,798.25
ZM	2023-09-08	0.105	-0.039	15,857,957	300,957,536	0.646	0.541	1.913	21,687	1,138,376,192	5,065,335
ZM	2023-09-15	0.162	0.057	14,522,352	300,956,256	0.626	0.464	1.408	21,401	1,138,226,176	3,980,378.5
ZM	2023-09-22	0.145	-0.017	14,522,352	300,957,152	0.626	0.481	2.592	20,720.900391	1,138,076,288	2,490,946.5
ZM	2023-09-29	0.157	0.013	14,522,352	300,956,544	0.627	0.47	0.156	21,048.900391	1,137,926,400	2,268,688.25
ZM	2023-10-06	0.091	-0.066	15,981,228	300,957,504	0.645	0.554	1.373	19,706.699219	1,137,776,512	3,498,285.5
ZM	2023-10-13	0.103	0.012	15,981,228	300,956,192	0.645	0.542	1.609	18,885	1,137,626,496	2,949,775.25
ZM	2023-10-20	0.138	0.035	15,129,184	300,957,696	0.636	0.498	1.186	18,572.099609	1,137,476,608	2,292,599.5
ZM	2023-10-27	0.138	-0	15,129,184	300,956,288	0.637	0.499	1.744	17,843.699219	1,137,326,720	2,344,198.25
ZM	2023-11-03	0.169	0.031	15,363,156	300,957,312	0.64	0.471	1.073	18,957.300781	1,137,176,832	2,424,477.75
ZM	2023-11-10	0.155	-0.014	15,363,156	300,957,120	0.641	0.487	1.101	18,677.400391	1,137,026,816	2,530,545.75
ZM	2023-11-17	0.15	-0.005	16,209,688	300,957,568	0.651	0.501	1.256	19,297.400391	1,136,876,928	3,400,589
ZM	2023-11-24	0.097	-0.053	16,209,688	304,422,752	0.652	0.555	1.278	19,644.400391	1,136,727,040	7,523,128
ZM	2023-12-01	0.111	0.014	15,809,381	304,423,104	0.647	0.536	1.146	21,397.900391	1,137,375,616	4,156,310.5
ZM	2023-12-08	0.099	-0.012	15,809,381	304,423,776	0.648	0.55	1.544	22,241.199219	1,138,024,320	5,224,634
ZM	2023-12-15	0.088	-0.01	15,374,561	304,423,648	0.643	0.554	1.458	21,787.599609	1,138,673,024	8,166,419
ZM	2023-12-22	0.147	0.058	15,374,561	304,423,424	0.643	0.497	1.658	22,070.699219	1,139,321,728	3,116,912.5
ZM	2023-12-29	0.188	0.042	15,374,561	304,423,552	0.646	0.457	1.345	21,891.099609	1,139,970,304	2,504,297
ZM	2024-01-05	0.136	-0.052	16,133,726	304,423,520	0.653	0.517	1.725	20,384.199219	1,140,619,008	2,311,912.5
ZM	2024-01-12	0.116	-0.02	16,133,726	304,423,776	0.653	0.538	0.964	21,449.699219	1,141,267,712	2,762,104.5
ZM	2024-01-19	0.106	-0.009	13,546,099	304,423,520	0.628	0.521	1.904	21,017.400391	1,141,916,288	2,621,381
ZM	2024-01-26	0.132	0.026	13,546,099	304,422,784	0.628	0.496	2.169	20,621.599609	1,142,564,992	2,306,585.5
ZM	2024-02-02	0.077	-0.055	12,470,393	304,423,552	0.611	0.534	1.608	19,565.300781	1,143,213,696	3,379,334
ZM	2024-02-09	0.102	0.024	12,470,393	304,423,168	0.611	0.51	2.352	20,000.599609	1,143,862,272	3,113,622.25
ZM	2024-02-16	0.127	0.025	13,274,748	304,423,712	0.625	0.498	1.388	18,910.800781	1,144,510,976	2,829,017.5
ZM	2024-02-23	0.086	-0.04	13,274,748	304,422,688	0.625	0.539	0.877	19,300.400391	1,145,159,680	3,476,482.75
ZM	2024-03-01	0.025	-0.061	12,724,610	304,423,904	0.613	0.588	2.418	21,586.699219	1,145,808,384	9,551,935
ZM	2024-03-08	0.077	0.052	12,724,610	307,559,552	0.611	0.534	0.282	20,655.699219	1,146,456,960	3,592,097.5
ZM	2024-03-15	0.08	0.004	11,835,316	307,559,104	0.593	0.513	1.41	20,286.599609	1,145,982,208	3,509,327.5
ZM	2024-03-22	0.132	0.051	11,835,316	307,559,104	0.595	0.463	0.157	20,286.599609	1,145,507,328	1,857,337.25
ZM	2024-03-29	0.123	-0.008	11,835,316	307,560,032	0.597	0.474	1.36	20,105.199219	1,145,032,576	2,087,593.5
ZM	2024-04-05	0.081	-0.042	12,168,363	307,559,616	0.596	0.515	1.315	19,357.800781	1,144,557,696	2,707,926.25
ZM	2024-04-12	0.097	0.016	12,666,108	307,559,616	0.607	0.51	2.063	18,954.900391	1,144,082,944	2,893,481.5
ZM	2024-04-19	0.103	0.006	12,666,108	307,559,296	0.608	0.505	1.496	18,284.400391	1,143,608,064	2,844,709
ZM	2024-04-26	0.085	-0.018	12,666,108	307,559,648	0.608	0.523	1.976	19,068.699219	1,143,133,312	3,019,361.5
ZM	2024-05-03	0.058	-0.027	12,778,014	307,559,040	0.606	0.548	2.146	19,013.300781	1,142,658,432	2,729,943.75
ZM	2024-05-10	0.117	0.058	12,778,014	307,560,096	0.607	0.491	1.876	19,059.5	1,142,183,680	2,467,298
ZM	2024-05-17	0.13	0.014	12,758,744	307,559,200	0.605	0.475	1.411	19,733	1,141,708,800	2,690,781.25
ZM	2024-05-24	0.036	-0.094	12,758,744	309,276,320	0.604	0.568	2.465	19,487.5	1,141,234,048	5,435,644
ZM	2024-05-31	0.102	0.066	12,480,319	309,277,792	0.603	0.501	1.721	18,971.099609	1,142,871,424	3,274,655
ZM	2024-06-07	0.091	-0.012	12,480,319	309,277,536	0.599	0.508	1.346	19,435	1,144,508,800	2,623,863
ZM	2024-06-14	0.041	-0.049	12,480,319	309,277,760	0.599	0.558	2.029	17,857.699219	1,146,146,176	3,367,223
ZM	2024-06-21	-0.062	-0.104	9,100,421	309,276,480	0.518	0.581	1.659	18,210.199219	1,147,783,552	5,206,053
ZM	2024-06-28	-0.012	0.051	9,100,421	309,276,928	0.519	0.531	2.055	18,306.099609	1,149,420,928	3,244,217.5
ZM	2024-07-05	0.023	0.034	9,878,159	309,277,376	0.528	0.505	2.383	18,018.5	1,151,058,304	1,785,477.5
ZM	2024-07-12	-0.025	-0.048	9,878,159	309,277,504	0.529	0.554	1.722	17,808.199219	1,152,695,680	3,472,917.5
ZM	2024-07-19	-0.005	0.02	9,206,624	309,276,352	0.51	0.515	2.652	18,207.099609	1,154,333,056	2,334,832.25

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