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
ZTS	2024-11-15	-0.084	0.042	4,321,763	451,164,800	0.255	0.339	2.797	79,017	2,382,928,640	2,685,199.75
ZTS	2024-11-22	-0.057	0.027	4,321,763	451,165,216	0.255	0.312	2.763	79,838.203125	2,377,857,024	2,205,600
ZTS	2024-11-29	-0.046	0.011	4,321,763	451,165,216	0.256	0.302	2.369	79,066.703125	2,372,785,664	2,601,500
ZTS	2024-12-06	-0.05	-0.004	4,692,078	451,165,120	0.265	0.315	2.163	79,612.601563	2,367,714,304	2,541,600
ZTS	2024-12-13	-0.03	0.02	4,692,078	451,165,120	0.265	0.295	3.091	80,388.601563	2,362,642,944	1,840,199.875
ZTS	2024-12-20	-0.034	-0.004	5,475,890	451,164,768	0.3	0.334	2.751	74,370	2,357,571,328	3,505,999.75
ZTS	2024-12-27	-0.037	-0.003	5,475,890	451,165,216	0.301	0.337	5.798	74,261.796875	2,352,499,968	1,856,750
ZTS	2025-01-03	0.017	0.053	6,256,173	451,165,248	0.324	0.307	2.183	73,679.796875	2,347,428,352	1,824,500
ZTS	2025-01-10	-0.026	-0.042	6,256,173	451,165,152	0.323	0.349	1.792	73,684.296875	2,342,357,248	2,688,750
ZTS	2025-01-17	0.018	0.044	6,989,508	451,165,216	0.345	0.327	1.933	74,843.796875	2,337,285,632	3,272,600
ZTS	2025-01-24	0.004	-0.014	6,989,508	451,164,800	0.346	0.342	1.621	76,070.898438	2,332,214,272	2,774,750
ZTS	2025-01-31	0.031	0.027	7,124,062	451,165,024	0.349	0.318	1.911	77,104.101563	2,327,142,912	2,226,200
ZTS	2025-02-07	-0.008	-0.039	7,124,062	451,164,960	0.349	0.357	1.733	77,343.203125	2,322,071,552	2,345,800
ZTS	2025-02-14	-0.029	-0.021	7,124,062	447,792,032	0.35	0.379	2.632	70,536.203125	2,316,999,936	5,618,400.5
ZTS	2025-02-21	0.048	0.077	8,580,316	447,791,968	0.401	0.353	1.358	71,852.703125	2,308,916,736	4,642,000
ZTS	2025-02-28	0.018	-0.03	8,580,316	447,791,808	0.401	0.384	1.448	74,888.703125	2,300,833,280	3,179,599.75
ZTS	2025-03-07	-0.002	-0.02	8,227,125	447,791,872	0.385	0.386	1.51	76,290.296875	2,292,750,080	3,206,799.75
ZTS	2025-03-14	0.009	0.011	8,227,125	447,791,808	0.386	0.376	2.251	72,210.898438	2,284,666,624	2,920,600
ZTS	2025-03-21	-0.027	-0.036	6,509,170	447,791,808	0.324	0.351	2.475	73,003.507813	2,276,583,424	2,088,600.125
ZTS	2025-03-28	-0.031	-0.005	6,509,170	447,791,648	0.325	0.357	1.774	73,039.296875	2,268,499,968	1,724,000
ZTS	2025-04-04	-0.004	0.027	7,115,165	447,792,160	0.342	0.346	2.162	67,943.507813	2,260,416,768	2,957,400
ZTS	2025-04-11	-0.063	-0.059	7,115,165	447,791,744	0.343	0.405	1.773	66,918	2,252,333,312	3,792,000
ZTS	2025-04-18	-0.045	0.018	6,896,025	447,791,808	0.328	0.373	1.808	66,573.203125	2,244,250,112	3,166,250
ZTS	2025-04-25	-0.009	0.037	6,896,025	447,791,744	0.328	0.337	2.072	68,722.601563	2,236,166,656	2,654,400
ZTS	2025-05-02	0.031	0.039	7,743,491	447,792,160	0.356	0.326	1.442	70,500.398438	2,228,083,456	2,289,800
ZTS	2025-05-09	-0.05	-0.081	7,743,491	445,208,096	0.358	0.409	1.604	70,908.296875	2,220,000,000	4,458,000
ZTS	2025-05-16	0.073	0.123	9,332,612	445,207,936	0.404	0.332	1.378	72,586.703125	2,238,461,440	3,238,600
ZTS	2025-05-23	0.063	-0.01	9,332,612	445,207,872	0.405	0.342	1.181	72,381.898438	2,256,923,136	2,484,200
ZTS	2025-05-30	0.107	0.044	10,207,745	445,207,840	0.427	0.319	0.965	75,075.398438	2,275,384,576	2,991,250
ZTS	2025-06-06	0.085	-0.023	10,207,745	445,208,032	0.427	0.342	1.403	75,756.601563	2,293,846,272	2,612,800
ZTS	2025-06-13	0.065	-0.019	10,207,745	445,207,808	0.427	0.362	1.035	73,161	2,312,307,712	2,821,000
ZTS	2025-06-20	0.1	0.035	10,539,252	445,207,744	0.44	0.34	1.231	69,973.296875	2,330,769,152	3,037,750
ZTS	2025-06-27	0.088	-0.012	10,539,252	445,207,808	0.439	0.351	1.401	69,528.101563	2,349,230,592	3,206,600
ZTS	2025-07-04	0.045	-0.044	8,687,920	445,207,968	0.377	0.332	1.082	70,868.203125	2,367,692,288	2,564,250
ZTS	2025-07-11	0.024	-0.021	8,687,920	445,207,776	0.377	0.353	1.479	68,989.398438	2,386,153,728	2,932,200
ZTS	2025-07-18	0.031	0.008	9,154,316	445,207,904	0.372	0.341	1.452	66,157.898438	2,404,615,424	3,502,200
ZTS	2025-07-25	0.013	-0.019	9,154,316	445,207,744	0.373	0.36	1.296	67,725	2,423,076,864	3,340,600
ZTS	2025-08-01	0.012	-0.001	7,851,292	445,208,288	0.337	0.326	1.605	65,614.796875	2,441,538,560	3,195,200
ZTS	2025-08-08	-0.059	-0.07	7,851,292	443,183,552	0.339	0.398	1.999	65,303.101563	2,460,000,000	4,673,200
ZTS	2025-08-15	-0.028	0.03	6,876,394	443,183,456	0.317	0.345	2.008	68,299	2,455,384,576	3,049,000
ZTS	2025-08-22	-0.035	-0.007	6,876,394	443,183,488	0.317	0.352	1.669	69,411.398438	2,450,769,152	2,528,200
ZTS	2025-08-29	0.001	0.036	6,876,394	443,183,488	0.317	0.316	1.899	69,313.898438	2,446,153,728	2,133,600
ZTS	2025-09-05	-0.053	-0.054	6,601,163	443,183,488	0.299	0.352	2.089	67,948.898438	2,441,538,560	1,769,250
ZTS	2025-09-12	-0.044	0.009	6,601,163	443,183,520	0.299	0.342	1.95	65,679.796875	2,436,923,136	2,860,800
ZTS	2025-09-19	0.029	0.073	7,755,533	443,183,456	0.345	0.315	1.486	64,651.601563	2,432,307,712	3,031,200
ZTS	2025-09-26	-0.003	-0.032	7,755,533	443,183,296	0.345	0.348	1.855	63,596.800781	2,427,692,288	3,116,400.25
ZTS	2025-10-03	0.033	0.037	9,188,089	443,183,296	0.376	0.343	1.667	64,890.898438	2,423,076,864	3,218,400
ZTS	2025-10-10	0.015	-0.018	9,188,089	443,183,360	0.377	0.361	1.588	62,537.601563	2,418,461,440	3,056,200
ZTS	2025-10-17	-0.015	-0.03	7,985,316	443,183,424	0.342	0.357	1.657	63,845	2,413,846,272	3,076,600
ZTS	2025-10-24	-0.007	0.007	7,985,316	443,183,488	0.342	0.35	1.993	64,678.199219	2,409,230,848	1,874,800
ZTS	2025-10-31	0.092	0.099	8,734,430	443,183,456	0.37	0.278	1.514	63,858.300781	2,404,615,424	2,849,999.75
ZTS	2025-11-07	-0.062	-0.153	8,734,430	440,693,632	0.373	0.434	2.24	52,989	2,400,000,000	7,467,800
ZTS	2025-11-14	-0.001	0.06	8,734,430	440,693,600	0.378	0.379	1.427	53,244.601563	2,399,071,488	4,439,600
ZTS	2025-11-21	0.02	0.021	11,071,203	440,693,120	0.445	0.425	1.199	53,791	2,398,142,976	5,441,600
ZTS	2025-11-28	0.045	0.025	11,071,203	440,693,600	0.445	0.4	1.296	56,488.101563	2,397,214,208	4,797,750
ZTS	2025-12-05	-0.068	-0.113	8,251,796	440,692,768	0.358	0.426	1.693	52,288.199219	2,396,285,440	5,068,600
ZTS	2025-12-12	-0.056	0.012	8,251,796	440,693,568	0.359	0.415	2.119	52,292.699219	2,395,356,928	5,354,800
ZTS	2025-12-19	0.015	0.071	9,178,700	440,692,896	0.387	0.372	2.607	53,870.300781	2,394,428,928	10,596,801
ZTS	2025-12-26	-0.027	-0.041	9,178,700	440,693,184	0.387	0.414	1.414	55,628.699219	2,393,499,904	4,004,250
ZTS	2026-01-02	0.06	0.086	10,884,389	440,693,344	0.428	0.368	1.292	55,492.101563	2,392,571,392	3,475,000
ZTS	2026-01-09	0.002	-0.058	10,884,389	440,693,568	0.428	0.427	1.725	56,043	2,391,642,880	4,403,400
ZTS	2026-01-16	0.104	0.102	13,742,200	440,693,120	0.503	0.399	1.119	54,932.398438	2,390,714,368	5,012,400
ZTS	2026-01-23	0.099	-0.005	13,742,200	440,693,280	0.503	0.405	0.859	54,668	2,389,785,600	4,673,750
ZTS	2026-01-30	0.124	0.025	15,558,308	440,692,992	0.533	0.409	0.976	55,007.300781	2,388,857,088	4,791,199.5
ZTS	2026-02-06	0.13	0.006	15,558,308	440,692,992	0.533	0.404	0.68	56,153.101563	2,387,928,576	4,362,399.5
ZTS	2026-02-13	0.08	-0.05	15,558,308	422,127,904	0.549	0.469	1.143	53,462.5	2,387,000,064	5,835,000
ZTS	2026-02-20	0.1	0.021	14,149,926	422,127,680	0.51	0.41	0.997	54,361.601563	2,376,583,424	4,700,000.5
ZTS	2026-02-27	0.052	-0.048	14,149,926	422,127,360	0.511	0.459	1.019	55,340.898438	2,366,166,784	3,909,800
ZTS	2026-03-06	0.13	0.077	16,333,854	422,127,968	0.553	0.423	0.862	51,259	2,355,749,888	3,998,400
ZTS	2026-03-13	0.113	-0.017	16,333,854	422,127,584	0.554	0.441	0.775	48,806.398438	2,345,333,248	3,510,000.25
ZTS	2026-03-20	0.164	0.051	17,296,864	422,127,584	0.573	0.41	0.793	48,827.5	2,334,916,608	5,945,200
ZTS	2026-03-27	0.127	-0.037	17,296,864	422,127,936	0.576	0.45	1.033	47,848.199219	2,324,499,968	3,717,199.75
ZTS	2026-04-03	0.131	0.005	15,699,182	422,127,360	0.538	0.407	0.711	49,785.699219	2,314,083,328	2,809,250
ZTS	2026-04-10	0.16	0.029	15,699,182	422,127,968	0.538	0.378	0.647	49,752	2,303,666,688	1,828,600.125
ZTS	2026-04-17	0.116	-0.044	15,115,992	422,127,808	0.518	0.402	1.132	51,660	2,293,250,048	2,499,400
ZTS	2026-04-24	0.108	-0.008	15,115,992	422,128,032	0.518	0.41	1.023	49,334.101563	2,282,833,408	3,733,000
ZTS	2026-05-01	0.113	0.005	13,501,475	422,127,712	0.488	0.375	0.921	48,190.101563	2,272,416,768	2,945,400
ZTS	2026-05-08	0.03	-0.083	13,501,475	419,228,512	0.491	0.462	1.226	34,724.699219	2,262,000,128	11,095,000
ZTS	2026-05-15	0.042	0.013	14,800,585	419,227,968	0.519	0.477	1.381	31,115.099609	2,262,000,128	11,780,600
ZTS	2026-05-22	0.009	-0.033	14,800,585	419,227,744	0.52	0.511	1.131	34,091.601563	2,262,000,128	6,998,800
ZTS	2026-05-29	0.041	0.032	14,800,585	419,227,680	0.52	0.479	1.217	32,569.800781	2,262,000,128	6,032,750
ZUMZ	2005-06-03	-0.382	0	96,095	26,357,712	0.295	0.678	17.351	364	39,913,000	340,100
ZUMZ	2005-06-10	-0.262	0.121	96,095	26,357,664	0.296	0.558	23.257	361.100006	36,641,000	82,360
ZUMZ	2005-06-17	-0.34	-0.078	96,095	26,915,702	0.295	0.634	24.264999	407.100006	33,369,000	334,840
ZUMZ	2005-06-24	-0.371	-0.031	96,095	26,914,892	0.294	0.665	15.551	404.799988	33,833,460	182,880
ZUMZ	2005-07-01	-0.38	-0.008	40,849	26,916,208	0.232	0.612	61.042	391.899994	34,297,924	127,280
ZUMZ	2005-07-08	-0.409	-0.03	40,849	26,913,266	0.231	0.64	53.953999	422	34,762,384	153,100
ZUMZ	2005-07-15	-0.384	0.025	40,849	26,914,026	0.231	0.615	63.481998	446.100006	35,226,848	99,000
ZUMZ	2005-07-22	-0.31	0.074	40,849	26,916,766	0.231	0.541	30.311001	459.200012	35,691,308	44,720
ZUMZ	2005-07-29	-0.351	-0.041	40,849	26,912,282	0.231	0.582	26.146	460.200012	36,155,768	73,800
ZUMZ	2005-08-05	-0.242	0.11	119,902	26,917,152	0.312	0.553	11.486	437	36,620,232	54,000
ZUMZ	2005-08-12	-0.195	0.046	119,902	26,914,592	0.312	0.508	18.146	427	37,084,692	113,200
ZUMZ	2005-08-19	-0.22	-0.025	119,902	26,913,660	0.313	0.533	12.709	417.700012	37,549,152	318,000
ZUMZ	2005-08-26	-0.297	-0.077	119,902	26,916,516	0.313	0.61	20.976999	441.700012	38,013,616	108,520
ZUMZ	2005-09-02	-0.303	-0.006	105,252	26,912,978	0.299	0.601	23.118999	440.700012	38,478,076	100,160
ZUMZ	2005-09-09	-0.324	-0.021	105,252	26,915,556	0.299	0.623	12.281	454.200012	38,942,540	185,300
ZUMZ	2005-09-16	-0.315	0.009	105,252	26,917,246	0.299	0.614	17.348	426.100006	39,407,000	145,880
ZUMZ	2005-09-23	-0.305	0.01	105,252	26,915,142	0.299	0.604	14.259	404.399994	39,407,000	162,440
ZUMZ	2005-09-30	-0.216	0.089	259,456	26,913,884	0.396	0.612	7.635	439.100006	39,407,000	163,520
ZUMZ	2005-10-07	-0.231	-0.015	259,456	26,914,608	0.396	0.627	9.114	452.299988	39,407,000	121,160

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