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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
ZION	2023-01-20	-0.044	-0.017	3,309,220	149,617,328	0.43	0.474	3.026	7,702.299805	807,187,520	1,939,500
ZION	2023-01-27	-0.111	-0.067	3,309,220	149,617,760	0.43	0.541	4.876	7,985.100098	811,750,016	2,437,800
ZION	2023-02-03	-0.089	0.022	3,136,319	149,617,728	0.421	0.51	2.624	8,140.700195	816,312,512	1,113,400.125
ZION	2023-02-10	-0.106	-0.017	3,136,319	149,617,216	0.421	0.527	2.041	7,856.399902	820,875,008	1,452,199.875
ZION	2023-02-17	-0.061	0.045	3,321,935.75	149,616,944	0.441	0.503	3.015	7,694.799805	825,437,504	1,087,000.125
ZION	2023-02-24	-0.065	-0.003	3,321,935.75	148,649,296	0.443	0.508	1.67	7,472.600098	830,000,000	1,322,250
ZION	2023-03-03	-0.042	0.022	3,391,379	148,649,200	0.454	0.496	2.535	7,318	826,400,000	1,352,800
ZION	2023-03-10	-0.088	-0.046	3,391,379	148,649,328	0.455	0.543	2.941	5,998	822,800,000	4,410,200
ZION	2023-03-17	-0.087	0.002	3,661,745	148,650,640	0.47	0.557	4.093	4,450.600098	819,200,000	15,022,800
ZION	2023-03-24	-0.151	-0.064	3,661,745	148,647,776	0.471	0.622	3.986	4,199.299805	815,600,000	8,910,200
ZION	2023-03-31	0.003	0.154	8,442,084	148,650,192	0.639	0.636	1.484	4,449.100098	812,000,000	4,719,200.5
ZION	2023-04-07	-0.006	-0.009	8,442,084	148,649,200	0.639	0.645	1.304	4,368.799805	808,400,000	6,544,500
ZION	2023-04-14	0.053	0.059	8,442,084	148,647,728	0.64	0.587	1.469	4,452	804,800,000	3,615,200
ZION	2023-04-21	0.054	0.001	10,867,385	148,647,360	0.671	0.618	1.165	4,362.799805	801,200,000	6,082,600
ZION	2023-04-28	0.036	-0.018	10,867,385	148,650,384	0.672	0.636	1.33	4,141.399902	797,600,000	4,970,600
ZION	2023-05-05	0.068	0.032	13,851,578	148,101,856	0.705	0.637	1.487	3,518.899902	794,000,000	14,396,400
ZION	2023-05-12	0.037	-0.031	13,851,578	148,100,752	0.707	0.67	1.405	3,321.899902	789,384,640	7,223,600
ZION	2023-05-19	0.076	0.039	14,490,877	148,102,352	0.713	0.637	1.043	3,964.699951	784,769,216	7,267,400
ZION	2023-05-26	0.068	-0.008	14,490,877	148,101,888	0.714	0.645	0.721	4,244.600098	780,153,856	6,271,000
ZION	2023-06-02	0.078	0.01	16,177,960	148,101,136	0.726	0.648	0.915	4,305.299805	775,538,432	4,484,250
ZION	2023-06-09	0.081	0.003	16,177,960	148,101,712	0.726	0.646	0.622	4,571.899902	770,923,072	4,457,600
ZION	2023-06-16	0.07	-0.01	13,210,689	148,099,904	0.706	0.635	0.511	4,240.100098	766,307,712	5,862,000
ZION	2023-06-23	0.082	0.012	13,210,689	148,101,504	0.707	0.625	0.975	3,939.5	761,692,288	3,656,000
ZION	2023-06-30	0.117	0.035	18,634,184	148,101,264	0.743	0.626	0.526	3,978	757,076,928	2,712,200
ZION	2023-07-07	0.098	-0.019	18,634,184	148,102,160	0.744	0.646	0.591	4,292	752,461,568	3,690,500
ZION	2023-07-14	0.109	0.01	18,634,184	148,100,976	0.744	0.636	0.622	4,546.700195	747,846,144	4,205,000
ZION	2023-07-21	0.139	0.03	21,737,016	148,100,256	0.763	0.623	0.543	5,347.899902	743,230,784	6,130,000
ZION	2023-07-28	0.162	0.023	21,737,016	148,100,304	0.763	0.601	0.62	5,730	738,615,360	4,313,000
ZION	2023-08-04	0.12	-0.042	16,078,692	148,146,096	0.736	0.616	0.707	5,617.700195	734,000,000	3,464,000
ZION	2023-08-11	0.127	0.007	16,078,692	148,146,208	0.738	0.611	0.581	5,674	733,230,784	2,701,400
ZION	2023-08-18	0.121	-0.006	16,012,604	148,145,712	0.744	0.622	0.679	5,145.100098	732,461,568	2,281,000
ZION	2023-08-25	0.108	-0.014	16,012,604	148,145,328	0.745	0.637	0.691	5,056.200195	731,692,288	2,246,200
ZION	2023-09-01	0.123	0.016	16,054,216	148,144,896	0.744	0.621	0.442	5,398.399902	730,923,072	2,061,600
ZION	2023-09-08	0.116	-0.008	16,054,216	148,144,352	0.745	0.629	0.457	5,173.200195	730,153,856	2,920,000
ZION	2023-09-15	0.126	0.01	14,153,130	148,144,640	0.731	0.605	0.606	5,469.5	729,384,640	3,999,600.25
ZION	2023-09-22	0.108	-0.018	14,153,130	148,143,712	0.732	0.624	0.983	5,051.700195	728,615,360	2,145,000
ZION	2023-09-29	0.105	-0.002	14,153,130	148,145,600	0.733	0.628	0.801	5,168.799805	727,846,144	2,376,600
ZION	2023-10-06	0.086	-0.019	11,754,016	148,144,848	0.711	0.625	0.761	4,991	727,076,928	3,385,000
ZION	2023-10-13	0.083	-0.002	11,754,016	148,145,776	0.712	0.628	0.738	5,121.399902	726,307,712	2,742,400
ZION	2023-10-20	0.126	0.042	13,838,905	148,144,192	0.735	0.61	0.852	4,438.399902	725,538,432	5,068,600
ZION	2023-10-27	0.101	-0.025	13,838,905	148,146,000	0.736	0.635	0.606	4,362.899902	724,769,216	3,288,800
ZION	2023-11-03	0.095	-0.005	13,909,135	148,150,192	0.734	0.639	0.633	5,149.700195	724,000,000	2,614,400
ZION	2023-11-10	0.133	0.037	13,909,135	148,150,064	0.735	0.603	0.74	4,877.100098	724,437,504	1,712,199.875
ZION	2023-11-17	0.1	-0.032	10,571,128	148,148,064	0.7	0.6	1.473	5,343.700195	724,875,008	2,261,000
ZION	2023-11-24	0.117	0.017	10,571,128	148,148,464	0.701	0.584	1.306	5,088.899902	725,312,512	1,472,999.875
ZION	2023-12-01	0.113	-0.004	10,838,221	148,149,792	0.706	0.593	1.063	5,677.100098	725,750,016	2,673,800
ZION	2023-12-08	0.109	-0.003	10,838,221	148,147,952	0.707	0.598	0.588	5,767.399902	726,187,520	2,209,400
ZION	2023-12-15	0.143	0.033	9,850,258	148,147,808	0.696	0.553	1.306	6,494.799805	726,625,024	3,784,000
ZION	2023-12-22	0.108	-0.035	9,850,258	148,147,728	0.697	0.589	0.549	6,518.5	727,062,528	1,820,999.875
ZION	2023-12-29	0.161	0.053	9,850,258	148,149,072	0.7	0.539	0.901	6,499.299805	727,500,032	1,255,500
ZION	2024-01-05	0.067	-0.093	9,498,590	148,149,824	0.691	0.623	1.053	6,526	727,937,472	2,443,000
ZION	2024-01-12	0.084	0.016	9,498,590	148,147,712	0.691	0.607	0.757	6,238.5	728,374,976	1,662,200.125
ZION	2024-01-19	0.12	0.036	11,321,167	148,149,920	0.723	0.603	0.823	6,166	728,812,480	2,261,500
ZION	2024-01-26	0.132	0.012	11,321,167	148,148,576	0.724	0.592	0.791	6,521.5	729,249,984	3,687,800
ZION	2024-02-02	0.071	-0.06	8,355,877	148,148,800	0.675	0.603	1.235	5,874.100098	729,687,488	4,475,800
ZION	2024-02-09	0.046	-0.026	8,355,877	148,149,152	0.676	0.63	1.357	5,939.299805	730,124,992	3,397,000
ZION	2024-02-16	0.02	-0.026	7,279,263.5	148,149,600	0.65	0.63	1.292	6,020.799805	730,562,496	2,564,200
ZION	2024-02-23	0.044	0.025	7,279,263.5	148,155,280	0.65	0.606	0.79	5,782.5	731,000,000	2,213,000
ZION	2024-03-01	0.089	0.045	10,041,771	148,155,792	0.705	0.617	0.787	5,744	730,818,176	2,217,999.75
ZION	2024-03-08	0.068	-0.021	10,041,771	148,155,776	0.706	0.639	0.768	6,258.100098	730,636,352	3,317,199.75
ZION	2024-03-15	0.074	0.007	10,612,842	148,155,312	0.717	0.643	1.385	5,895.100098	730,454,528	9,348,400
ZION	2024-03-22	0.074	0	10,612,842	148,154,976	0.719	0.645	1.365	6,022.5	730,272,704	2,322,400
ZION	2024-03-29	0.181	0.107	10,612,842	148,154,368	0.72	0.539	0.778	6,429.899902	730,090,880	1,907,750
ZION	2024-04-05	0.112	-0.069	11,717,840	148,155,888	0.732	0.62	0.7	6,234.399902	729,909,120	1,710,200.125
ZION	2024-04-12	0.082	-0.031	9,428,116	148,155,904	0.695	0.614	1.222	6,025.5	729,727,296	1,669,400.125
ZION	2024-04-19	0.108	0.027	9,428,116	148,156,304	0.697	0.588	0.945	5,914.399902	729,545,472	2,150,600
ZION	2024-04-26	0.06	-0.048	9,428,116	148,156,144	0.697	0.637	0.89	6,187	729,363,648	2,386,600
ZION	2024-05-03	0.096	0.036	8,940,903	148,154,528	0.682	0.586	0.69	6,462.5	729,181,824	1,620,000
ZION	2024-05-10	0.097	0.001	8,940,903	147,655,696	0.684	0.587	0.978	6,544.100098	729,000,000	1,257,600
ZION	2024-05-17	0.135	0.038	9,513,690	147,655,696	0.697	0.562	0.684	6,638.600098	732,230,784	1,319,600
ZION	2024-05-24	0.118	-0.017	9,513,690	147,653,744	0.697	0.579	1.15	6,362.399902	735,461,568	1,383,399.875
ZION	2024-05-31	0.139	0.021	8,686,288	147,654,560	0.683	0.544	1.786	6,377.200195	738,692,288	1,066,750
ZION	2024-06-07	0.133	-0.006	8,686,288	147,655,280	0.678	0.545	1.627	6,133.600098	741,923,072	1,251,600
ZION	2024-06-14	0.156	0.023	8,686,288	147,653,984	0.679	0.523	0.792	6,016.899902	745,153,920	1,523,200
ZION	2024-06-21	0.131	-0.025	8,022,348	147,655,744	0.659	0.528	1.652	6,090.799805	748,384,640	1,661,750
ZION	2024-06-28	0.133	0.002	8,022,348	147,655,056	0.66	0.528	1.912	6,403.799805	751,615,360	1,328,999.875
ZION	2024-07-05	0.133	0	8,915,643	147,653,552	0.68	0.547	0.948	6,273.799805	754,846,144	1,300,999.875
ZION	2024-07-12	0.111	-0.022	8,915,643	147,654,032	0.681	0.57	0.957	6,973.700195	758,076,928	1,709,200
ZION	2024-07-19	0.104	-0.007	8,850,113	147,654,144	0.674	0.57	0.546	7,232.100098	761,307,712	2,056,600.125
ZION	2024-07-26	0.078	-0.026	8,850,113	147,655,376	0.675	0.597	0.943	7,720.899902	764,538,432	2,276,800
ZION	2024-08-02	0.096	0.018	8,541,037	147,654,976	0.667	0.571	0.69	6,907.299805	767,769,216	2,160,000
ZION	2024-08-09	0.075	-0.021	8,541,037	147,697,488	0.669	0.594	0.786	6,786.700195	771,000,000	1,469,400.125
ZION	2024-08-16	0.082	0.007	7,820,638	147,696,928	0.658	0.577	1.981	6,881.200195	771,615,360	1,648,000
ZION	2024-08-23	0.091	0.009	7,820,638	147,695,840	0.659	0.568	0.969	7,371.5	772,230,784	1,568,199.875
ZION	2024-08-30	0.101	0.01	6,418,366	147,695,712	0.614	0.513	1.748	7,319.799805	772,846,144	902,800
ZION	2024-09-06	0.037	-0.064	6,418,366	147,697,104	0.614	0.578	2.552	6,650.799805	773,461,568	1,789,500
ZION	2024-09-13	0.136	0.099	6,418,366	147,696,272	0.615	0.479	0.221	6,866.399902	774,076,928	1,420,600.125
ZION	2024-09-20	0.068	-0.068	6,352,133	147,697,440	0.612	0.544	2.156	7,088	774,692,288	1,674,000
ZION	2024-09-27	0.072	0.004	6,352,133	147,696,944	0.612	0.54	1.363	6,862	775,307,712	1,146,800
ZION	2024-10-04	0.063	-0.009	6,292,905	147,697,456	0.61	0.547	1.474	7,068.799805	775,923,072	1,236,800
ZION	2024-10-11	0.102	0.039	6,292,905	147,696,608	0.61	0.508	1.234	7,380.399902	776,538,432	936,800
ZION	2024-10-18	0.09	-0.012	5,919,883	147,695,600	0.598	0.508	1.017	7,569.399902	777,153,856	1,307,800.125
ZION	2024-10-25	0.053	-0.037	5,919,883	147,695,760	0.599	0.546	1.296	7,582.700195	777,769,216	2,215,200
ZION	2024-11-01	0.085	0.032	6,007,610	147,696,352	0.605	0.52	1.805	7,597.5	778,384,640	1,063,000
ZION	2024-11-08	0.026	-0.059	6,007,610	147,712,016	0.607	0.581	1.606	8,586.5	779,000,000	1,892,800
ZION	2024-11-15	0.093	0.066	5,730,943	147,711,296	0.603	0.511	2.286	8,790.299805	779,000,000	1,141,200
ZION	2024-11-22	0.108	0.015	5,730,943	147,710,464	0.605	0.497	2.597	8,948.299805	779,000,000	961,600
ZION	2024-11-29	0.099	-0.009	5,730,943	147,711,504	0.605	0.506	2.359	8,939.5	779,000,000	945,750
ZION	2024-12-06	0.121	0.022	5,714,598	147,711,296	0.607	0.487	1.077	8,738.599609	779,000,000	844,400
ZION	2024-12-13	0.116	-0.005	5,714,598	147,711,120	0.608	0.492	0.981	8,518.5	779,000,000	1,158,400

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