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
ZS	2024-08-02	-0.078	-0.022	4,459,622	151,149,120	0.509	0.587	2.239	25,622.800781	575,867,840	1,302,573.25
ZS	2024-08-09	-0.078	0	4,459,622	151,149,360	0.512	0.59	1.928	26,354.400391	578,701,184	1,390,114.75
ZS	2024-08-16	0.021	0.1	4,482,454	151,149,312	0.521	0.499	2.273	29,156.699219	581,534,592	1,420,989.625
ZS	2024-08-23	0.007	-0.015	4,482,454	151,149,280	0.522	0.515	2.055	30,143.699219	584,367,936	1,210,760.25
ZS	2024-08-30	0.009	0.002	4,467,621	151,149,120	0.518	0.51	1.97	30,226.800781	587,201,280	1,070,849.375
ZS	2024-09-06	-0.076	-0.084	4,467,621	151,149,376	0.519	0.595	2.578	23,697.199219	590,034,624	5,823,000.5
ZS	2024-09-13	-0.089	-0.013	4,467,621	152,490,288	0.516	0.605	2.599	25,932.5	592,867,968	2,384,954
ZS	2024-09-20	-0.071	0.019	4,141,643	152,489,712	0.495	0.565	2.022	26,336.5	595,791,936	1,650,315.25
ZS	2024-09-27	-0.036	0.035	4,141,643	152,489,952	0.495	0.531	3.157	26,193.199219	598,715,840	1,116,057.375
ZS	2024-10-04	-0.003	0.033	5,186,405	152,490,080	0.555	0.558	1.553	26,522.599609	601,639,744	1,412,891.625
ZS	2024-10-11	-0.004	-0.001	5,186,405	152,490,160	0.555	0.559	2.534	30,232.699219	604,563,648	2,519,631.5
ZS	2024-10-18	0.022	0.026	4,851,419	152,489,872	0.539	0.517	1.649	28,974.599609	607,487,552	1,239,966.375
ZS	2024-10-25	0.012	-0.009	4,851,419	152,490,272	0.54	0.528	2.438	28,204.599609	610,411,520	1,108,033.75
ZS	2024-11-01	0.004	-0.008	4,837,838	152,490,288	0.544	0.54	1.916	27,843.199219	613,335,424	1,154,960
ZS	2024-11-08	0.039	0.035	4,837,838	152,490,176	0.547	0.507	1.731	29,846.900391	616,259,328	1,275,782.625
ZS	2024-11-15	-0.013	-0.052	4,320,823	152,490,192	0.526	0.539	2.141	30,722.199219	619,183,232	1,823,748.375
ZS	2024-11-22	-0.005	0.007	4,320,823	152,490,048	0.527	0.532	2.537	32,169.300781	622,107,136	1,444,644.75
ZS	2024-11-29	-0.003	0.002	4,320,823	152,489,952	0.528	0.53	2.342	31,502.900391	625,031,104	1,362,496.75
ZS	2024-12-06	-0.047	-0.044	3,843,541	153,438,848	0.489	0.535	2.913	32,527.5	627,955,008	4,266,560
ZS	2024-12-13	-0.067	-0.02	3,843,541	153,438,592	0.489	0.556	2.242	30,463.699219	629,379,648	1,625,051
ZS	2024-12-20	-0.094	-0.028	3,991,792.25	153,438,464	0.502	0.596	2.653	28,751.300781	630,804,288	2,779,328
ZS	2024-12-27	-0.006	0.088	3,991,792.25	153,438,448	0.503	0.509	2.294	28,318.599609	632,228,928	995,722.5
ZS	2025-01-03	0.037	0.043	4,811,148	153,438,448	0.553	0.515	1.746	28,515	633,653,568	965,265
ZS	2025-01-10	-0.019	-0.057	4,811,148	153,438,800	0.553	0.572	2.736	29,150.300781	635,078,208	1,813,469.75
ZS	2025-01-17	-0.024	-0.004	4,607,024	153,438,560	0.529	0.552	2.41	28,782	636,502,848	1,491,190.75
ZS	2025-01-24	0.02	0.043	4,607,024	153,438,784	0.53	0.51	3.292	29,685.800781	637,927,488	1,157,882
ZS	2025-01-31	-0.022	-0.042	4,573,722	153,438,480	0.524	0.546	1.983	31,085.099609	639,352,128	1,645,065.25
ZS	2025-02-07	-0.002	0.02	4,573,722	153,438,432	0.524	0.526	1.79	31,536.199219	640,776,768	1,243,235.625
ZS	2025-02-14	0.004	0.006	4,573,722	153,438,640	0.525	0.521	1.925	32,636.400391	642,201,408	1,653,886.75
ZS	2025-02-21	0.039	0.035	5,432,284	153,438,768	0.577	0.538	1.658	30,466.800781	643,626,048	2,021,706
ZS	2025-02-28	0.111	0.071	5,432,284	153,438,832	0.577	0.466	1.921	30,109.300781	645,050,688	1,511,010.75
ZS	2025-03-07	0.014	-0.096	5,872,675	153,438,400	0.589	0.575	1.869	32,031.800781	646,475,328	3,749,289
ZS	2025-03-14	-0.005	-0.02	5,872,675	154,724,736	0.588	0.593	2.04	30,606.099609	647,900,032	2,355,869.75
ZS	2025-03-21	-0.02	-0.015	5,219,397	154,724,656	0.553	0.574	1.81	31,749.5	650,639,424	1,633,295.25
ZS	2025-03-28	-0.023	-0.003	5,219,397	154,724,816	0.555	0.578	1.41	32,049.699219	653,378,944	1,923,083
ZS	2025-04-04	-0.01	0.014	6,203,426	154,724,912	0.601	0.61	1.879	27,025.800781	656,118,336	3,345,594.5
ZS	2025-04-11	0.038	0.048	6,203,426	154,724,848	0.601	0.563	2.058	30,647.900391	658,857,792	3,889,648.75
ZS	2025-04-18	0.038	0	6,977,278	154,724,752	0.625	0.587	1.505	31,113.599609	661,597,248	1,741,936.5
ZS	2025-04-25	0.011	-0.027	6,977,278	154,724,928	0.625	0.614	1.669	33,355.601563	664,336,704	2,148,311
ZS	2025-05-02	0.073	0.062	7,175,510	154,724,704	0.635	0.562	1.486	35,659.398438	667,076,160	2,491,501.25
ZS	2025-05-09	0.086	0.013	7,175,510	154,724,960	0.636	0.55	1.737	36,060.199219	669,815,616	2,126,273.5
ZS	2025-05-16	0.246	0.16	7,744,489	154,724,848	0.658	0.412	1.255	38,913.300781	672,555,072	2,859,857.5
ZS	2025-05-23	0.116	-0.13	7,744,489	154,724,912	0.658	0.542	1.583	39,315.601563	675,294,528	2,155,031.75
ZS	2025-05-30	0.163	0.047	8,729,281	155,695,680	0.683	0.52	1.466	42,925.300781	678,033,984	4,539,000
ZS	2025-06-06	0.112	-0.051	8,729,281	155,695,808	0.683	0.571	1.484	47,180.5	680,780,160	3,740,400.25
ZS	2025-06-13	0.144	0.032	8,729,281	155,695,648	0.683	0.54	1.393	47,012.300781	683,526,272	1,965,200
ZS	2025-06-20	0.12	-0.024	8,391,913	155,695,504	0.674	0.554	1.583	47,166.398438	686,272,384	2,697,999.75
ZS	2025-06-27	0.125	0.006	8,391,913	155,695,808	0.673	0.548	1.406	49,094	689,018,560	2,286,200
ZS	2025-07-04	0.118	-0.007	8,976,396	155,695,600	0.689	0.57	1.566	49,008.300781	691,764,672	2,426,500
ZS	2025-07-11	0.115	-0.003	8,976,396	155,695,808	0.689	0.574	1.16	45,111.300781	694,510,784	2,128,800
ZS	2025-07-18	0.097	-0.018	7,211,520	155,695,824	0.623	0.526	1.147	44,952.5	697,256,960	1,667,399.875
ZS	2025-07-25	0.113	0.016	7,211,520	155,695,808	0.624	0.51	1.294	44,557.800781	700,003,072	1,144,199.875
ZS	2025-08-01	0.056	-0.057	6,175,110	155,695,584	0.576	0.52	2.511	43,636.800781	702,749,184	1,811,000.125
ZS	2025-08-08	0.026	-0.03	6,175,110	155,695,504	0.578	0.551	1.945	41,990.300781	705,495,360	1,798,800
ZS	2025-08-15	0.074	0.048	6,318,967	155,695,536	0.593	0.519	1.408	42,811.601563	708,241,472	1,082,000
ZS	2025-08-22	0.088	0.014	6,318,967	155,695,632	0.593	0.505	1.198	42,429.398438	710,987,584	956,200
ZS	2025-08-29	0.069	-0.019	6,318,967	155,695,728	0.594	0.525	1.271	43,135.5	713,733,760	1,253,600
ZS	2025-09-05	0.026	-0.043	5,965,422	155,695,824	0.572	0.546	2.27	42,691.800781	716,479,872	3,746,250
ZS	2025-09-12	0.018	-0.008	5,965,422	158,300,784	0.569	0.551	2.013	44,829.199219	719,225,984	1,702,800
ZS	2025-09-19	0.027	0.01	5,654,463	158,300,896	0.549	0.522	1.689	46,583.199219	725,488,384	1,700,600.125
ZS	2025-09-26	0.002	-0.025	5,654,463	158,300,704	0.55	0.548	1.617	46,643.300781	731,750,720	1,100,600.125
ZS	2025-10-03	0.046	0.044	5,793,183	158,300,960	0.547	0.501	2.071	48,346.699219	738,013,120	1,426,400
ZS	2025-10-10	0.015	-0.031	5,793,183	158,300,944	0.548	0.533	1.468	49,054.300781	744,275,456	1,480,600.125
ZS	2025-10-17	0.022	0.007	5,673,655	158,300,752	0.537	0.515	2.205	47,529.800781	750,537,792	1,121,400.125
ZS	2025-10-24	0.031	0.008	5,673,655	158,300,928	0.537	0.506	1.668	51,131.199219	756,800,128	1,023,200
ZS	2025-10-31	0.06	0.029	5,368,676	158,300,704	0.527	0.467	1.832	52,419.699219	763,062,528	1,219,600
ZS	2025-11-07	0.045	-0.015	5,368,676	158,300,672	0.528	0.483	0.235	50,657.800781	769,324,928	1,263,399.875
ZS	2025-11-14	0.054	0.009	5,368,676	158,300,880	0.535	0.481	1.955	47,403.199219	775,587,264	1,380,199.875
ZS	2025-11-21	0.044	-0.01	5,931,341	158,300,784	0.566	0.522	1.53	43,534.300781	781,849,664	1,323,600
ZS	2025-11-28	0.015	-0.029	5,931,341	159,471,184	0.564	0.55	1.671	40,107	788,112,000	4,525,750
ZS	2025-12-05	0.058	0.044	5,535,539	159,471,328	0.536	0.478	2.916	38,700.5	790,238,080	2,493,400
ZS	2025-12-12	-0.005	-0.064	5,535,539	159,471,392	0.537	0.542	2.094	37,679.898438	792,364,160	1,685,400.125
ZS	2025-12-19	0.009	0.014	5,884,718	159,471,088	0.556	0.547	2.084	37,085	794,490,240	2,194,600
ZS	2025-12-26	0.059	0.05	5,884,718	159,471,184	0.556	0.498	2.986	36,761.300781	796,616,320	948,000
ZS	2026-01-02	0.092	0.033	6,386,150	159,471,376	0.576	0.484	1.986	35,174.601563	798,742,400	1,161,500
ZS	2026-01-09	0.029	-0.062	6,386,150	159,471,232	0.576	0.547	1.455	34,562.199219	800,868,480	1,714,800
ZS	2026-01-16	0.099	0.07	7,031,099	159,470,992	0.607	0.508	1.709	34,123.601563	802,994,560	1,701,400.125
ZS	2026-01-23	0.099	0	7,031,099	159,471,424	0.608	0.508	1.246	33,428.398438	805,120,640	1,529,250
ZS	2026-01-30	0.062	-0.037	6,929,601	159,471,040	0.601	0.539	0.315	31,895.800781	807,246,720	2,181,800
ZS	2026-02-06	0.014	-0.048	6,929,601	159,471,120	0.601	0.587	2.074	26,684.300781	809,372,800	2,912,399.75
ZS	2026-02-13	0.006	-0.008	6,929,601	159,471,072	0.602	0.596	1.519	28,341.199219	811,498,816	2,440,000
ZS	2026-02-20	0.048	0.042	7,680,707	159,471,056	0.625	0.576	2.282	25,475.5	813,624,896	2,765,750
ZS	2026-02-27	-0	-0.049	7,680,707	160,790,528	0.623	0.623	1.902	23,634.599609	815,750,976	6,192,799.5
ZS	2026-03-06	-0.041	-0.041	7,106,989	160,790,576	0.598	0.639	1.656	26,379.300781	818,422,080	2,968,399.75
ZS	2026-03-13	-0.032	0.008	7,106,989	160,790,848	0.599	0.632	1.37	24,723.199219	821,093,184	2,471,600.25
ZS	2026-03-20	0.017	0.049	7,155,210	160,790,912	0.6	0.584	1.428	24,355	823,764,224	2,557,800
ZS	2026-03-27	-0.047	-0.064	7,155,210	160,790,768	0.603	0.65	2.12	21,410.900391	826,435,328	2,826,800.25
ZS	2026-04-03	0.026	0.073	7,830,249	160,790,992	0.623	0.597	1.109	22,279.199219	829,106,368	2,278,000.25
ZS	2026-04-10	-0.042	-0.069	7,830,249	160,790,352	0.622	0.665	1.386	18,981.300781	831,777,472	3,731,200
ZS	2026-04-17	-0.009	0.033	8,189,438	160,790,768	0.626	0.635	1.087	21,655.300781	834,448,512	3,111,000
ZS	2026-04-24	0.015	0.024	8,189,438	160,790,400	0.626	0.611	1.486	21,787.099609	837,119,616	2,493,800
ZS	2026-05-01	0.079	0.064	10,509,226	160,790,352	0.702	0.624	0.794	22,480.099609	839,790,720	2,149,600
ZS	2026-05-08	0.089	0.011	10,509,226	160,790,752	0.705	0.616	1.335	24,461.099609	842,461,760	2,657,800
ZS	2026-05-15	0.094	0.005	10,175,747	160,790,432	0.703	0.609	1.181	25,895.300781	845,132,864	3,548,200
ZS	2026-05-22	0.114	0.02	10,175,747	160,790,704	0.704	0.59	1.143	29,323.400391	847,803,904	3,900,400.25
ZS	2026-05-29	0.076	-0.038	10,175,747	161,709,728	0.703	0.627	1.818	22,595.699219	850,475,008	16,849,500
ZSPC	2025-01-03	-0.325	0	13,928	22,570,694	0.042	0.366	205.042999	263.399994	12,547,235	143,648.5
ZSPC	2025-01-10	-0.313	0.012	13,928	22,564,102	0.042	0.355	191.679001	228.800003	12,212,882	153,934.5
ZSPC	2025-01-17	-0.311	0.002	21,538	22,571,640	0.054	0.365	285.174011	307.200012	11,878,529	123,624.796875
ZSPC	2025-01-24	-0.305	0.005	21,538	22,570,468	0.055	0.36	76.155998	336.299988	11,544,176	74,572.25

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