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
ZLAB	2023-12-15	-0.012	-0.063	3,862,832.25	98,839,616	0.592	0.604	0.597	2,964.199951	68,166,128	857,610
ZLAB	2023-12-22	-0.011	0.001	3,862,832.25	98,837,952	0.592	0.603	0.71	2,500.600098	67,953,752	732,051.9375
ZLAB	2023-12-29	0.033	0.044	3,862,832.25	98,840,104	0.594	0.561	0.954	2,701.300049	67,741,376	470,701.5
ZLAB	2024-01-05	-0.005	-0.038	4,058,325	98,839,032	0.603	0.607	0.323	2,622.199951	67,529,000	378,994.5
ZLAB	2024-01-12	-0.018	-0.013	4,058,325	98,838,336	0.603	0.621	0.628	2,433.399902	67,316,624	413,653.1875
ZLAB	2024-01-19	-0.007	0.011	4,199,587	98,839,592	0.619	0.626	0.483	2,316.800049	67,104,248	578,562.75
ZLAB	2024-01-26	-0.035	-0.028	4,199,587	98,839,056	0.619	0.654	0.779	2,247.600098	66,891,876	922,040.375
ZLAB	2024-02-02	0.036	0.071	4,786,060	98,840,000	0.646	0.61	0.537	2,223.899902	66,679,500	602,131.375
ZLAB	2024-02-09	-0.004	-0.04	4,786,060	98,838,336	0.647	0.651	0.671	1,846.300049	66,467,124	1,048,690.25
ZLAB	2024-02-16	-0.007	-0.003	4,904,046	98,837,208	0.652	0.659	0.562	2,040	66,254,752	961,571.625
ZLAB	2024-02-23	0.067	0.074	4,904,046	98,836,512	0.653	0.586	0.496	1,970.800049	66,042,376	436,219.5
ZLAB	2024-03-01	0.011	-0.056	4,688,897	99,208,536	0.636	0.625	0.568	2,093.300049	65,830,000	739,746.8125
ZLAB	2024-03-08	0.034	0.023	4,688,897	99,206,768	0.638	0.604	0.46	1,876	67,961,904	459,633.96875
ZLAB	2024-03-15	0.002	-0.032	4,063,914	99,209,536	0.607	0.605	0.785	1,832.400024	70,093,800	639,987.625
ZLAB	2024-03-22	-0.006	-0.007	4,063,914	99,208,896	0.608	0.614	0.474	1,605.199951	72,225,696	638,242.625
ZLAB	2024-03-29	0.018	0.024	4,063,914	99,207,248	0.61	0.592	0.386	1,589.300049	74,357,600	811,832.5
ZLAB	2024-04-05	-0.018	-0.036	3,663,713	99,207,464	0.581	0.599	0.687	1,539.699951	76,489,504	468,993.8125
ZLAB	2024-04-12	0.003	0.022	3,867,366	99,210,336	0.593	0.589	0.549	1,419.699951	78,621,400	505,364
ZLAB	2024-04-19	0.005	0.002	3,867,366	99,211,088	0.593	0.588	0.685	1,395.900024	80,753,296	517,664.40625
ZLAB	2024-04-26	0.014	0.009	3,867,366	99,208,048	0.594	0.58	0.59	1,578.400024	82,885,200	447,584.59375
ZLAB	2024-05-03	0.04	0.026	4,077,667	99,206,152	0.604	0.564	0.388	1,612.099976	85,017,104	545,249.375
ZLAB	2024-05-10	-0.02	-0.059	4,077,667	99,208,168	0.604	0.624	0.652	1,992.099976	87,149,000	1,481,605.625
ZLAB	2024-05-17	-0.004	0.016	4,359,695	99,206,184	0.617	0.621	0.734	1,924.599976	88,176,304	540,879.1875
ZLAB	2024-05-24	-0.001	0.003	4,359,695	99,207,592	0.618	0.618	0.504	1,777.800049	89,203,616	582,926.625
ZLAB	2024-05-31	-0.091	-0.091	3,277,059	99,206,968	0.551	0.642	0.787	1,763.900024	90,230,920	804,258
ZLAB	2024-06-07	-0.072	0.019	3,277,059	99,210,000	0.546	0.618	0.838	1,984.199951	91,258,232	527,457
ZLAB	2024-06-14	-0.008	0.064	3,277,059	99,208,128	0.547	0.555	0.838	1,854.199951	92,285,536	323,327.40625
ZLAB	2024-06-21	-0.088	-0.08	2,709,916	99,208,408	0.499	0.588	0.922	1,842.300049	93,312,848	503,912.25
ZLAB	2024-06-28	-0.065	0.023	2,709,916	99,209,464	0.5	0.565	0.792	1,719.300049	94,340,152	466,475.40625
ZLAB	2024-07-05	-0.028	0.037	2,792,978	99,209,016	0.499	0.527	0.816	1,718.300049	95,367,464	255,072.75
ZLAB	2024-07-12	-0.052	-0.024	2,792,978	99,207,304	0.5	0.551	0.554	1,789.699951	96,394,768	433,607.59375
ZLAB	2024-07-19	-0.065	-0.014	2,821,191	99,206,856	0.498	0.563	0.775	1,851.199951	97,422,080	680,532.1875
ZLAB	2024-07-26	-0.083	-0.017	2,821,191	99,209,960	0.499	0.581	0.794	1,871.099976	98,449,384	480,735
ZLAB	2024-08-02	-0.065	0.017	2,959,071	99,209,232	0.512	0.577	0.649	1,806.599976	99,476,696	474,109.59375
ZLAB	2024-08-09	-0.077	-0.012	2,959,071	99,606,392	0.514	0.591	0.682	1,619.599976	100,504,000	765,717.625
ZLAB	2024-08-16	0.073	0.15	4,156,055	99,607,736	0.604	0.531	0.873	1,701.300049	100,629,784	301,019.1875
ZLAB	2024-08-23	0.037	-0.036	4,156,055	99,605,992	0.605	0.568	0.692	1,794.900024	100,755,568	472,517.1875
ZLAB	2024-08-30	0.048	0.011	4,714,558	99,608,816	0.634	0.586	0.696	1,986.199951	100,881,360	813,023.375
ZLAB	2024-09-06	0.039	-0.009	4,714,558	99,607,048	0.635	0.596	0.517	1,977.199951	101,007,144	661,660.75
ZLAB	2024-09-13	0.05	0.012	4,714,558	99,609,944	0.635	0.585	0.557	2,043	101,132,928	488,055.1875
ZLAB	2024-09-20	0.066	0.015	4,933,445	99,610,984	0.641	0.576	0.51	2,176.5	101,258,712	385,676
ZLAB	2024-09-27	0.051	-0.015	4,933,445	99,610,672	0.642	0.591	0.446	2,353.800049	101,384,496	786,755
ZLAB	2024-10-04	0.068	0.017	5,415,759	99,609,256	0.664	0.596	0.557	2,625.699951	101,510,288	807,975.625
ZLAB	2024-10-11	0.059	-0.009	5,415,759	99,609,160	0.664	0.605	0.703	2,523.100098	101,636,072	627,123.9375
ZLAB	2024-10-18	0.02	-0.039	4,861,245	99,607,128	0.64	0.62	0.438	2,738.199951	101,761,856	806,802.8125
ZLAB	2024-10-25	0.018	-0.002	4,861,245	99,607,664	0.642	0.623	0.421	3,224.300049	101,887,640	1,570,129.25
ZLAB	2024-11-01	0.025	0.007	4,749,012	99,609,328	0.642	0.617	0.427	3,034.100098	102,013,432	662,274.625
ZLAB	2024-11-08	0.018	-0.008	4,749,012	99,608,096	0.643	0.626	0.749	3,050	102,139,216	739,759.8125
ZLAB	2024-11-15	0.02	0.002	4,661,994	99,608,280	0.642	0.623	0.403	2,695.399902	102,265,008	1,880,286
ZLAB	2024-11-22	-0.036	-0.056	4,661,994	99,610,288	0.644	0.68	0.772	2,632.699951	102,718,664	1,379,999
ZLAB	2024-11-29	0.037	0.074	4,661,994	99,608,312	0.644	0.607	0.435	2,873.699951	103,172,336	591,971
ZLAB	2024-12-06	0.042	0.005	4,887,020	99,610,304	0.66	0.618	0.549	2,786.100098	103,626,000	592,543.375
ZLAB	2024-12-13	0.022	-0.02	4,887,020	99,608,808	0.661	0.639	0.516	2,622.699951	104,079,664	788,572.375
ZLAB	2024-12-20	0.107	0.085	5,166,211	99,607,032	0.674	0.567	0.475	2,661.5	104,533,336	439,325
ZLAB	2024-12-27	0.178	0.071	5,166,211	99,609,168	0.675	0.497	0.386	2,650.600098	104,987,000	238,039.015625
ZLAB	2025-01-03	0.125	-0.054	5,845,957	99,608,704	0.695	0.571	0.391	2,520.100098	105,440,664	452,687.25
ZLAB	2025-01-10	0.129	0.004	5,845,957	99,608,704	0.695	0.567	0.461	2,520.100098	105,894,336	708,142.25
ZLAB	2025-01-17	0.121	-0.008	5,938,836	99,608,448	0.695	0.574	0.396	2,594.800049	106,348,000	555,139.375
ZLAB	2025-01-24	0.129	0.008	5,938,836	99,607,920	0.697	0.567	0.453	2,616.699951	106,801,656	703,820.0625
ZLAB	2025-01-31	0.135	0.005	6,051,368	99,610,144	0.7	0.565	0.336	2,708.399902	107,255,336	491,878.8125
ZLAB	2025-02-07	0.102	-0.033	6,051,368	99,607,696	0.7	0.599	0.594	2,742.199951	107,709,000	756,741.375
ZLAB	2025-02-14	0.136	0.035	6,051,368	99,610,344	0.7	0.564	0.327	2,888.699951	108,162,664	473,779.40625
ZLAB	2025-02-21	0.149	0.013	7,714,353	99,609,240	0.755	0.606	0.419	3,364.800049	108,616,336	1,611,099.75
ZLAB	2025-02-28	0.116	-0.033	7,714,353	108,077,368	0.741	0.625	0.422	3,743.800049	109,070,000	1,842,520.75
ZLAB	2025-03-07	0.067	-0.049	7,577,556	108,075,240	0.731	0.663	0.513	3,936.100098	108,811,696	1,429,395.75
ZLAB	2025-03-14	0.149	0.081	7,577,556	108,075,912	0.733	0.584	0.38	4,128.5	108,553,400	640,239.625
ZLAB	2025-03-21	0.125	-0.024	7,828,888	108,076,368	0.736	0.611	0.339	3,792.399902	108,295,104	684,536.1875
ZLAB	2025-03-28	0.092	-0.033	7,828,888	108,077,232	0.738	0.646	0.327	4,030.199951	108,036,800	910,424.1875
ZLAB	2025-04-04	0.112	0.02	7,920,858	108,076,808	0.741	0.629	0.439	3,433.600098	107,778,496	1,627,005
ZLAB	2025-04-11	0.037	-0.074	7,920,858	108,077,184	0.741	0.704	0.565	3,192.600098	107,520,200	2,679,197
ZLAB	2025-04-18	0.022	-0.015	7,323,782	108,075,584	0.721	0.699	0.364	3,116.899902	107,261,904	1,485,222.25
ZLAB	2025-04-25	0.046	0.024	7,323,782	108,075,000	0.721	0.675	0.344	3,458.399902	107,003,600	1,119,538.75
ZLAB	2025-05-02	0.071	0.025	7,770,485	108,075,688	0.738	0.667	0.257	3,369.800049	106,745,296	878,718.8125
ZLAB	2025-05-09	0.061	-0.01	7,770,485	108,474,696	0.738	0.678	0.409	3,171.800049	106,487,000	1,135,196
ZLAB	2025-05-16	0.052	-0.008	6,648,753	108,473,976	0.705	0.653	0.587	3,355.100098	106,755,464	976,456
ZLAB	2025-05-23	0.074	0.022	6,648,753	108,473,816	0.705	0.631	0.358	3,397.399902	107,023,920	824,499.1875
ZLAB	2025-05-30	0.046	-0.027	4,975,515	108,473,784	0.631	0.584	0.477	3,269.399902	107,292,384	884,000
ZLAB	2025-06-06	-0.023	-0.069	4,975,515	108,475,464	0.631	0.654	0.47	4,134	107,560,848	1,208,999.875
ZLAB	2025-06-13	-0.041	-0.018	4,975,515	108,473,168	0.632	0.672	0.781	4,447.399902	107,829,304	1,237,200
ZLAB	2025-06-20	0.022	0.063	5,109,230	108,474,680	0.64	0.618	0.526	3,747.800049	108,097,768	910,499.9375
ZLAB	2025-06-27	0.013	-0.009	5,109,230	108,474,376	0.64	0.627	0.601	3,768.399902	108,366,232	721,000
ZLAB	2025-07-04	0.012	-0.001	4,388,732	108,475,272	0.594	0.582	0.416	3,948.5	108,634,696	558,750
ZLAB	2025-07-11	0.004	-0.007	4,388,732	108,475,400	0.594	0.589	0.626	3,550.399902	108,903,152	605,400
ZLAB	2025-07-18	-0.05	-0.055	4,052,218	108,474,832	0.557	0.607	0.722	3,641.5	109,171,616	776,600
ZLAB	2025-07-25	-0.067	-0.017	4,052,218	108,474,576	0.558	0.625	0.702	4,032	109,440,080	976,400
ZLAB	2025-08-01	-0.086	-0.019	3,982,298	108,473,656	0.555	0.642	0.575	3,994	109,708,536	893,400
ZLAB	2025-08-08	-0.049	0.038	3,982,298	109,957,096	0.551	0.6	0.592	3,844.100098	109,977,000	769,000
ZLAB	2025-08-15	0.116	0.165	4,573,915	109,955,224	0.602	0.486	0.488	3,928.699951	110,447,616	363,000
ZLAB	2025-08-22	0.015	-0.101	4,573,915	109,954,336	0.602	0.587	0.722	3,852.800049	110,918,232	490,000
ZLAB	2025-08-29	0.055	0.04	4,573,915	109,954,688	0.602	0.547	0.51	3,639.5	111,388,848	478,200
ZLAB	2025-09-05	0.021	-0.034	4,777,364	109,954,480	0.607	0.586	0.501	3,382.199951	111,859,464	807,250
ZLAB	2025-09-12	0.003	-0.018	4,777,364	109,954,272	0.608	0.605	0.848	3,606.5	112,330,080	1,573,799.875
ZLAB	2025-09-19	0.002	-0.001	4,742,504	109,957,112	0.607	0.605	0.762	3,590.100098	112,800,696	748,400
ZLAB	2025-09-26	0.04	0.038	4,742,504	109,955,728	0.608	0.568	0.488	3,476.800049	113,271,304	433,800
ZLAB	2025-10-03	0.03	-0.01	4,882,056	109,955,560	0.606	0.576	0.312	3,711	113,741,920	474,400
ZLAB	2025-10-10	0.018	-0.012	4,882,056	109,957,016	0.607	0.589	0.429	3,325.100098	114,212,536	459,200
ZLAB	2025-10-17	0.041	0.023	4,899,193	109,954,048	0.603	0.562	0.42	3,110.600098	114,683,152	813,000
ZLAB	2025-10-24	0.012	-0.029	4,899,193	109,954,408	0.603	0.591	0.483	2,894	115,153,768	696,600
ZLAB	2025-10-31	-0.015	-0.026	4,811,176	109,954,088	0.6	0.614	0.516	2,873.100098	115,624,384	988,600
ZLAB	2025-11-07	-0.049	-0.035	4,811,176	110,593,616	0.601	0.65	0.51	2,422	116,095,000	1,266,200.125

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