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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
ZETA	2024-10-11	-0.053	-0.008	9,998,917	219,946,320	0.626	0.679	1.996	6,965.700195	254,809,664	4,137,419
ZETA	2024-10-18	-0.088	-0.035	9,093,840	219,946,240	0.605	0.693	0.845	6,136.5	257,506,736	3,932,733.5
ZETA	2024-10-25	-0.067	0.021	9,093,840	219,943,952	0.606	0.673	1.417	5,885.700195	260,203,808	3,593,817
ZETA	2024-11-01	-0.085	-0.018	8,697,224	219,946,208	0.599	0.684	2.33	6,134.299805	262,900,864	2,782,494.75
ZETA	2024-11-08	-0.09	-0.005	8,697,224	219,946,592	0.601	0.691	2.326	7,825.700195	265,597,936	4,417,549
ZETA	2024-11-15	0.013	0.104	13,424,026	237,445,952	0.684	0.671	2.479	4,174.299805	268,295,008	26,267,736
ZETA	2024-11-22	-0.043	-0.056	13,424,026	237,448,624	0.685	0.728	2.185	5,314.100098	271,386,880	16,038,935
ZETA	2024-11-29	-0.047	-0.004	13,424,026	237,446,032	0.685	0.732	1.328	5,057.600098	274,478,720	8,502,472
ZETA	2024-12-06	-0.039	0.008	13,191,209	237,448,432	0.686	0.725	1.311	6,216.399902	277,570,592	11,020,291
ZETA	2024-12-13	-0.016	0.023	13,191,209	237,446,224	0.687	0.703	1.862	5,299.799805	280,662,464	8,431,319
ZETA	2024-12-20	0.004	0.02	15,543,930	237,448,448	0.722	0.718	0.795	4,606.5	283,754,336	7,351,426
ZETA	2024-12-27	0.005	0.001	15,543,930	237,447,664	0.724	0.719	0.869	4,195.700195	286,846,208	5,931,942.5
ZETA	2025-01-03	0.018	0.013	17,159,222	237,447,600	0.742	0.725	0.817	4,418.899902	289,938,080	5,718,786
ZETA	2025-01-10	0.075	0.057	17,159,222	237,449,504	0.742	0.668	1.465	4,115	293,029,920	4,037,234
ZETA	2025-01-17	0.072	-0.002	17,567,480	237,448,864	0.741	0.669	0.838	4,411.799805	296,121,792	4,346,851
ZETA	2025-01-24	0.074	0.002	17,567,480	237,447,488	0.742	0.668	0.503	4,409.399902	299,213,664	3,661,976.25
ZETA	2025-01-31	0.123	0.049	19,366,604	237,449,600	0.761	0.638	0.351	4,357.200195	302,305,536	3,769,898.5
ZETA	2025-02-07	0.089	-0.034	19,366,604	237,448,208	0.762	0.673	0.418	5,043.399902	305,397,408	4,768,901.5
ZETA	2025-02-14	0.114	0.025	19,366,604	237,450,000	0.762	0.648	0.753	5,577.700195	308,489,280	6,906,874
ZETA	2025-02-21	0.136	0.022	24,514,608	237,448,128	0.798	0.662	0.688	4,922.299805	311,581,120	8,072,278
ZETA	2025-02-28	0.141	0.004	24,514,608	237,722,256	0.798	0.658	0.583	4,091.199951	314,672,992	13,426,038
ZETA	2025-03-07	0.113	-0.028	23,883,816	237,724,416	0.794	0.681	0.994	3,760.800049	309,089,216	7,337,708.5
ZETA	2025-03-14	0.112	-0.001	23,883,816	237,725,328	0.795	0.683	0.813	3,323.399902	303,505,440	7,379,040.5
ZETA	2025-03-21	0.138	0.026	26,892,808	237,720,032	0.811	0.673	0.498	3,430.300049	297,921,664	4,086,387.5
ZETA	2025-03-28	0.151	0.014	26,892,808	237,725,296	0.813	0.661	0.154	3,271.100098	292,337,888	4,139,935
ZETA	2025-04-04	0.087	-0.064	22,775,564	237,718,992	0.792	0.705	1.112	2,876.399902	286,754,112	4,656,682.5
ZETA	2025-04-11	0.114	0.027	22,775,564	237,719,712	0.792	0.678	0.95	2,866.899902	281,170,336	7,640,661
ZETA	2025-04-18	0.11	-0.003	21,587,942	237,722,512	0.78	0.67	0.557	2,724.300049	275,586,560	3,347,486.25
ZETA	2025-04-25	0.088	-0.022	21,587,942	237,724,496	0.781	0.693	0.682	3,123.699951	270,002,784	3,793,877
ZETA	2025-05-02	0.108	0.02	19,906,600	235,540,928	0.769	0.66	0.845	3,222.199951	264,419,008	5,844,156.5
ZETA	2025-05-09	0.117	0.009	19,906,600	235,543,056	0.77	0.653	0.418	3,144.5	267,563,504	3,894,786.25
ZETA	2025-05-16	0.104	-0.013	21,292,720	235,541,232	0.783	0.679	0.805	3,285.800049	270,708,000	4,153,137.25
ZETA	2025-05-23	0.104	-0	21,292,720	235,546,224	0.782	0.679	0.869	3,083.300049	273,852,512	2,856,861.75
ZETA	2025-05-30	0.154	0.05	20,779,164	235,540,336	0.777	0.623	0.262	3,095	276,996,992	3,469,750
ZETA	2025-06-06	0.116	-0.038	20,779,164	235,542,768	0.777	0.661	0.857	3,276.399902	280,141,504	4,867,800
ZETA	2025-06-13	0.093	-0.023	20,779,164	235,542,752	0.777	0.684	0.842	2,864.199951	283,286,016	3,878,200
ZETA	2025-06-20	0.116	0.023	19,855,512	235,543,008	0.769	0.653	1.17	3,340	286,430,496	6,987,500
ZETA	2025-06-27	0.108	-0.008	19,855,512	235,546,000	0.769	0.66	1.254	3,559.100098	289,575,008	19,748,800
ZETA	2025-07-04	0.068	-0.04	23,651,996	235,546,928	0.8	0.732	0.816	3,639.199951	292,719,488	9,150,500
ZETA	2025-07-11	0.08	0.012	23,651,996	235,542,880	0.8	0.72	0.358	3,297.600098	295,864,000	8,462,400
ZETA	2025-07-18	0.094	0.014	25,331,008	235,544,864	0.805	0.711	0.399	3,674.5	299,008,512	10,095,600
ZETA	2025-07-25	0.079	-0.016	25,331,008	235,542,384	0.805	0.727	0.685	3,778.100098	302,152,992	9,148,200
ZETA	2025-08-01	0.106	0.027	28,887,340	235,543,760	0.824	0.718	0.52	3,552	305,297,504	6,130,400.5
ZETA	2025-08-08	0.119	0.013	28,887,340	238,040,592	0.824	0.705	0.71	4,458.5	308,441,984	20,234,000
ZETA	2025-08-15	0.077	-0.041	22,699,046	238,039,744	0.795	0.718	1.011	4,553.700195	310,651,776	9,106,200
ZETA	2025-08-22	0.089	0.012	22,699,046	238,040,944	0.795	0.707	0.506	4,653.700195	312,861,536	8,591,200
ZETA	2025-08-29	0.147	0.058	22,699,046	238,039,728	0.796	0.649	0.861	4,675.100098	315,071,296	5,762,400.5
ZETA	2025-09-05	0.09	-0.057	20,028,588	238,042,320	0.771	0.681	0.968	4,499	317,281,088	6,388,750
ZETA	2025-09-12	0.057	-0.033	20,028,588	238,039,312	0.772	0.715	0.812	4,844.100098	319,490,848	6,955,400
ZETA	2025-09-19	0.093	0.036	22,560,446	238,040,960	0.795	0.702	0.548	5,115.5	321,700,608	6,583,800
ZETA	2025-09-26	0.127	0.034	22,560,446	238,040,944	0.795	0.668	0.245	4,884.600098	323,910,400	5,538,400.5
ZETA	2025-10-03	0.101	-0.026	23,601,084	238,039,312	0.797	0.696	0.81	4,601.299805	326,120,160	7,811,600
ZETA	2025-10-10	0.122	0.021	23,601,084	238,043,488	0.797	0.675	0.561	4,380	328,329,920	13,060,600
ZETA	2025-10-17	0.083	-0.039	21,468,126	238,041,520	0.772	0.689	1.07	4,241.899902	330,539,712	7,091,200
ZETA	2025-10-24	0.081	-0.002	21,468,126	238,041,488	0.773	0.692	1.025	4,472.799805	332,749,472	5,776,600
ZETA	2025-10-31	0.118	0.037	25,593,502	238,043,344	0.808	0.69	0.567	4,282.399902	334,959,232	6,595,999.5
ZETA	2025-11-07	0.121	0.003	25,593,502	240,589,424	0.811	0.69	0.846	4,693.899902	337,168,992	12,410,000
ZETA	2025-11-14	0.163	0.042	25,593,502	240,585,680	0.818	0.655	0.417	4,436.399902	340,760,800	7,380,400
ZETA	2025-11-21	0.082	-0.08	22,826,840	240,584,816	0.801	0.718	0.884	4,154.899902	344,352,640	7,790,400
ZETA	2025-11-28	0.127	0.044	22,826,840	240,586,320	0.801	0.674	0.741	4,390.700195	347,944,448	4,674,750
ZETA	2025-12-05	0.113	-0.014	21,342,834	240,587,952	0.783	0.67	1.018	4,583.200195	351,536,256	4,069,800
ZETA	2025-12-12	0.091	-0.022	21,342,834	240,587,280	0.783	0.692	1.62	4,465.299805	355,128,064	4,300,400
ZETA	2025-12-19	0.138	0.046	24,109,326	240,589,232	0.811	0.673	0.69	4,328.200195	358,719,872	5,389,000
ZETA	2025-12-26	0.136	-0.001	24,109,326	240,589,376	0.812	0.675	0.601	4,980.200195	362,311,680	5,773,750
ZETA	2026-01-02	0.092	-0.044	22,884,404	240,587,648	0.801	0.709	0.719	4,790.100098	365,903,488	8,268,500
ZETA	2026-01-09	0.117	0.025	22,884,404	240,586,064	0.801	0.685	1.254	5,870.299805	369,495,328	12,377,800
ZETA	2026-01-16	0.101	-0.016	22,336,076	240,587,360	0.792	0.691	0.682	4,874.299805	373,087,136	9,472,200
ZETA	2026-01-23	0.062	-0.04	22,336,076	240,588,496	0.792	0.731	0.664	5,232.799805	376,678,944	9,410,500
ZETA	2026-01-30	0.031	-0.03	20,570,498	240,586,656	0.772	0.741	0.912	4,470.100098	380,270,752	8,037,600.5
ZETA	2026-02-06	0.025	-0.006	20,570,498	240,586,144	0.772	0.747	0.885	4,063.5	383,862,560	11,524,600
ZETA	2026-02-13	0.018	-0.007	20,570,498	240,588,608	0.773	0.755	0.906	3,719.5	387,454,368	8,424,800
ZETA	2026-02-20	0.108	0.089	23,467,664	240,588,608	0.796	0.688	0.566	3,924	391,046,176	6,291,999.5
ZETA	2026-02-27	0.065	-0.042	23,467,664	244,123,872	0.794	0.728	1.176	4,137.899902	394,638,016	13,802,800
ZETA	2026-03-06	0.08	0.015	25,437,640	244,124,192	0.806	0.725	0.632	4,599.299805	394,823,104	8,411,200
ZETA	2026-03-13	0.074	-0.006	25,437,640	244,125,568	0.806	0.732	1.476	4,355.200195	395,008,224	5,840,200
ZETA	2026-03-20	0.115	0.041	28,259,334	244,123,872	0.826	0.711	1.005	4,137.899902	395,193,344	5,316,800
ZETA	2026-03-27	0.112	-0.003	28,259,334	244,123,696	0.828	0.716	1.047	3,552	395,378,432	8,309,000
ZETA	2026-04-03	0.144	0.032	25,033,470	244,122,864	0.805	0.661	1.226	3,854.699951	395,563,552	6,325,750
ZETA	2026-04-10	0.082	-0.062	25,033,470	244,120,480	0.804	0.723	1.068	3,566.600098	395,748,672	6,350,000
ZETA	2026-04-17	0.102	0.02	25,364,192	244,121,248	0.805	0.703	0.938	4,389.299805	395,933,792	7,452,600
ZETA	2026-04-24	0.069	-0.033	25,364,192	244,124,336	0.805	0.736	1.018	4,279.5	396,118,880	5,563,000
ZETA	2026-05-01	0.131	0.061	27,827,400	249,258,064	0.818	0.688	0.434	4,636.200195	396,304,000	10,902,800
ZETA	2026-05-08	0.089	-0.041	27,827,400	249,259,040	0.819	0.73	0.841	4,272.299805	396,304,000	8,711,000
ZETA	2026-05-15	0.078	-0.012	27,369,574	249,255,392	0.826	0.748	0.504	4,284.700195	396,304,000	6,537,200
ZETA	2026-05-22	0.117	0.039	27,369,574	249,260,240	0.827	0.71	0.651	4,683.600098	396,304,000	9,420,600
ZETA	2026-05-29	0.107	-0.01	27,369,574	249,257,328	0.827	0.721	0.9	5,705.5	396,304,000	10,256,750
ZG	2011-08-19	-0.334	0	152,102	80,877,280	0.18	0.514	34.866001	610.299988	15,080,833	352,440
ZG	2011-08-26	-0.348	-0.014	152,102	82,677,568	0.178	0.526	45.549	809	15,845,000	796,179.9375
ZG	2011-09-02	-0.333	0.015	310,423	82,670,944	0.219	0.552	14.25	900.700012	16,166,200	1,089,100
ZG	2011-09-09	-0.33	0.003	310,423	82,674,768	0.219	0.549	9.901	952	16,487,400	398,350.03125
ZG	2011-09-16	-0.287	0.043	564,769	82,674,136	0.27	0.557	7.312	752.5	16,808,600	662,640
ZG	2011-09-23	-0.24	0.046	564,769	82,670,968	0.271	0.511	9.501	692.700012	17,129,800	336,120
ZG	2011-09-30	-0.268	-0.028	637,099	82,668,856	0.277	0.545	16.070999	705	17,451,000	656,280
ZG	2011-10-07	-0.233	0.035	637,099	82,674,968	0.277	0.51	7.789	650.900024	17,772,200	301,420
ZG	2011-10-14	-0.205	0.028	637,099	82,670,056	0.277	0.482	11.656	714.599976	18,093,400	231,360
ZG	2011-10-21	-0.215	-0.01	611,000	82,676,792	0.277	0.493	11.703	696.799988	18,414,600	261,640
ZG	2011-10-28	-0.236	-0.02	611,000	82,678,152	0.278	0.513	10.781	786.599976	18,735,800	330,420
ZG	2011-11-04	-0.204	0.031	714,729	82,683,056	0.296	0.501	11.658	841.299988	19,057,000	599,459.9375
ZG	2011-11-11	-0.188	0.017	714,729	82,679,176	0.296	0.483	8.287	775.200012	19,106,058	188,200
ZG	2011-11-18	-0.192	-0.005	686,113	82,679,312	0.296	0.489	3.673	697.400024	19,155,118	257,100

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