Datasets:

paperswithbacktest
/

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
ZIM	2022-06-24	-0.033	-0.024	6,516,186	119,810,152	0.594	0.627	2.36	5,553.200195	3,605,784,576	4,153,500
ZIM	2022-07-01	0.06	0.094	9,084,820	119,810,536	0.643	0.583	1.562	5,185.399902	3,583,661,568	4,219,200
ZIM	2022-07-08	0.015	-0.045	9,084,820	119,811,456	0.643	0.628	1.71	5,337.600098	3,561,538,560	3,446,750
ZIM	2022-07-15	0.038	0.023	9,160,265	119,810,512	0.645	0.607	2.378	5,564	3,539,415,296	2,967,600.25
ZIM	2022-07-22	0.018	-0.019	9,160,265	119,810,536	0.644	0.626	1.462	5,438.200195	3,517,292,288	2,935,400
ZIM	2022-07-29	0.05	0.031	9,160,265	119,811,328	0.645	0.595	2.037	5,969	3,495,169,280	2,361,000
ZIM	2022-08-05	0.027	-0.023	8,708,965	119,809,768	0.637	0.61	3.089	5,983.299805	3,473,046,272	2,270,000.25
ZIM	2022-08-12	0.05	0.023	8,708,965	119,811,024	0.638	0.588	1.605	6,213.399902	3,450,923,008	3,159,000
ZIM	2022-08-19	0.085	0.035	8,259,581	120,046,832	0.636	0.551	2.193	5,896.700195	3,428,800,000	6,246,800
ZIM	2022-08-26	0.031	-0.055	8,259,581	120,046,288	0.636	0.605	3.822	4,927.899902	3,413,315,328	6,922,200
ZIM	2022-09-02	0.064	0.033	8,111,329	120,046,608	0.633	0.569	2.898	4,121.200195	3,397,830,656	5,992,600
ZIM	2022-09-09	0.055	-0.009	8,111,329	120,046,784	0.633	0.578	0.921	3,848.699951	3,382,346,240	7,472,500
ZIM	2022-09-16	0.026	-0.029	9,877,242	120,047,408	0.662	0.636	2.564	3,545	3,366,861,568	5,613,200
ZIM	2022-09-23	0.016	-0.01	9,877,242	120,048,248	0.663	0.646	2.013	2,985.600098	3,351,376,896	5,822,000
ZIM	2022-09-30	0.051	0.035	10,575,850	120,046,816	0.669	0.617	1.945	2,821.100098	3,335,892,224	4,769,800
ZIM	2022-10-07	0.033	-0.019	10,575,850	120,045,840	0.669	0.636	2.423	2,881.100098	3,320,407,808	3,571,599.75
ZIM	2022-10-14	0.13	0.097	10,575,850	120,046,728	0.67	0.54	1.561	3,082.800049	3,304,923,136	4,595,000
ZIM	2022-10-21	0.049	-0.081	12,406,554	120,046,624	0.686	0.637	1.529	2,831.899902	3,289,438,464	3,769,200.25
ZIM	2022-10-28	0.05	0.002	12,406,554	120,047,664	0.687	0.636	0.98	2,770.699951	3,273,953,792	3,408,000
ZIM	2022-11-04	0.117	0.067	13,578,226	120,047,480	0.697	0.58	1.27	2,781.5	3,258,469,120	3,970,200
ZIM	2022-11-11	0.07	-0.047	13,578,226	120,048,008	0.698	0.628	1.404	3,250.899902	3,242,984,704	4,026,400
ZIM	2022-11-18	0.101	0.031	14,995,537	120,048,424	0.708	0.607	1.486	2,974.800049	3,227,500,032	6,172,400
ZIM	2022-11-25	0.068	-0.033	14,995,537	120,046,752	0.709	0.641	1.3	3,081.600098	3,166,405,888	3,822,500
ZIM	2022-12-02	0.084	0.016	13,515,922	120,046,384	0.699	0.615	1.276	2,328.899902	3,105,311,744	6,038,400
ZIM	2022-12-09	0.072	-0.012	13,515,922	120,048,464	0.7	0.628	2.208	2,229.300049	3,044,217,600	4,711,199.5
ZIM	2022-12-16	0.124	0.053	14,448,044	120,045,592	0.711	0.587	0.239	2,106.800049	2,983,123,456	3,458,400
ZIM	2022-12-23	0.083	-0.041	14,448,044	120,045,688	0.714	0.631	0.993	2,102	2,922,029,312	3,343,600.25
ZIM	2022-12-30	0.157	0.074	15,903,458	120,046,536	0.724	0.567	1.611	2,063.600098	2,860,935,168	3,615,250
ZIM	2023-01-06	0.091	-0.066	15,903,458	120,046,696	0.725	0.634	1.497	2,056.399902	2,799,841,280	3,486,250
ZIM	2023-01-13	0.119	0.029	15,903,458	120,047,024	0.725	0.606	1.264	2,042	2,738,747,136	3,922,200
ZIM	2023-01-20	0.119	-0.001	17,737,172	120,048,912	0.735	0.616	1.325	2,208.899902	2,677,652,992	4,236,250
ZIM	2023-01-27	0.1	-0.019	17,737,172	120,048,360	0.735	0.635	1.178	2,234.100098	2,616,558,848	3,414,200
ZIM	2023-02-03	0.167	0.067	18,023,268	120,048,144	0.741	0.574	1.228	2,743.100098	2,555,464,704	5,397,000
ZIM	2023-02-10	0.111	-0.056	18,023,268	120,048,984	0.741	0.63	1.12	2,696.300049	2,494,370,560	4,010,600
ZIM	2023-02-17	0.173	0.062	18,915,430	120,049,648	0.744	0.57	1.391	2,660.300049	2,433,276,416	3,579,000
ZIM	2023-02-24	0.117	-0.057	18,915,430	120,045,872	0.745	0.629	0.996	2,878.699951	2,372,182,272	4,045,500
ZIM	2023-03-03	0.211	0.094	18,470,444	120,049,088	0.747	0.536	0.313	2,690.300049	2,311,088,128	5,778,200
ZIM	2023-03-10	0.11	-0.102	18,470,444	120,045,992	0.748	0.638	0.792	2,349.300049	2,249,994,240	3,713,600
ZIM	2023-03-17	0.138	0.028	18,581,536	120,150,120	0.75	0.612	1.623	2,881.199951	2,188,900,096	8,909,200
ZIM	2023-03-24	0.115	-0.023	18,581,536	120,151,120	0.751	0.636	1.137	2,782.699951	2,107,440,000	5,043,800
ZIM	2023-03-31	0.102	-0.013	15,387,838	120,148,440	0.738	0.635	0.881	2,833.100098	2,025,980,032	3,038,200
ZIM	2023-04-07	0.133	0.03	15,387,838	120,149,512	0.738	0.606	1.32	2,089.399902	1,944,519,936	9,569,250
ZIM	2023-04-14	0.191	0.059	15,387,838	120,147,808	0.739	0.547	1.436	2,601.199951	1,863,059,968	6,531,600
ZIM	2023-04-21	0.112	-0.08	17,328,372	120,150,640	0.743	0.631	1.003	2,312.899902	1,781,600,000	3,670,000.25
ZIM	2023-04-28	0.138	0.027	17,328,372	120,152,312	0.744	0.606	0.857	2,051	1,700,140,032	4,732,000.5
ZIM	2023-05-05	0.099	-0.039	18,634,616	120,148,832	0.75	0.651	1.377	2,099	1,618,680,064	3,034,400
ZIM	2023-05-12	0.133	0.034	18,634,616	120,152,048	0.752	0.619	0.669	2,054.600098	1,537,219,968	2,041,799.875
ZIM	2023-05-19	0.113	-0.02	19,883,774	120,148,488	0.76	0.647	1.018	2,103.800049	1,455,760,000	2,533,800
ZIM	2023-05-26	0.1	-0.013	19,883,774	120,181,416	0.761	0.661	1.01	1,656.099976	1,374,300,032	8,048,600
ZIM	2023-06-02	0.17	0.07	21,202,202	120,183,232	0.764	0.595	0.612	1,705.400024	1,368,908,288	4,651,000
ZIM	2023-06-09	0.067	-0.103	21,202,202	120,185,760	0.765	0.698	0.938	1,552.800049	1,363,516,672	3,172,800
ZIM	2023-06-16	0.133	0.066	23,138,740	120,184,616	0.773	0.64	0.875	1,562.400024	1,358,125,056	3,042,200
ZIM	2023-06-23	0.118	-0.015	23,138,740	120,180,624	0.775	0.656	1.258	1,463.800049	1,352,733,312	2,399,500
ZIM	2023-06-30	0.106	-0.012	20,712,438	120,185,632	0.768	0.662	0.924	1,489.099976	1,347,341,696	2,102,200
ZIM	2023-07-07	0.09	-0.016	20,712,438	120,180,960	0.769	0.679	0.643	1,527.5	1,341,949,952	2,251,500
ZIM	2023-07-14	0.081	-0.009	20,712,438	120,180,536	0.769	0.688	1.304	1,531.099976	1,336,558,336	3,311,800
ZIM	2023-07-21	0.1	0.019	22,247,810	120,181,552	0.777	0.677	1.215	1,654.900024	1,331,166,720	3,577,800
ZIM	2023-07-28	0.095	-0.005	22,247,810	120,183,960	0.778	0.683	0.992	1,829.199951	1,325,774,976	2,917,800
ZIM	2023-08-04	0.098	0.003	21,141,190	120,186,176	0.775	0.677	0.898	1,807.599976	1,320,383,360	2,293,600
ZIM	2023-08-11	0.081	-0.017	21,141,190	120,182,328	0.777	0.695	0.799	1,713.800049	1,314,991,616	1,731,600
ZIM	2023-08-18	0.093	0.011	19,693,612	120,193,560	0.777	0.684	1.277	1,490.400024	1,309,600,000	4,020,600
ZIM	2023-08-25	0.097	0.004	19,693,612	120,193,928	0.778	0.681	0.692	1,425.5	1,306,784,640	2,040,000
ZIM	2023-09-01	0.104	0.007	19,399,672	120,196,072	0.777	0.673	1.216	1,471.199951	1,303,969,280	1,920,199.875
ZIM	2023-09-08	0.099	-0.005	19,399,672	120,192,312	0.777	0.678	1.081	1,375	1,301,153,792	1,956,250
ZIM	2023-09-15	0.076	-0.023	17,766,636	120,190,912	0.772	0.696	1.26	1,322.099976	1,298,338,432	2,208,200
ZIM	2023-09-22	0.07	-0.006	17,766,636	120,192,640	0.773	0.703	1.572	1,372.599976	1,295,523,072	2,667,800
ZIM	2023-09-29	0.063	-0.007	17,766,636	120,191,392	0.775	0.711	1.202	1,256	1,292,707,712	2,350,799.75
ZIM	2023-10-06	0.044	-0.019	17,286,564	120,194,472	0.775	0.732	0.806	1,174.300049	1,289,892,352	2,223,800
ZIM	2023-10-13	0.038	-0.006	17,286,564	120,194,664	0.776	0.738	1.246	1,173.099976	1,287,076,864	2,663,600.25
ZIM	2023-10-20	0.059	0.021	17,961,598	120,200,696	0.781	0.721	1.065	1,018.099976	1,284,261,504	1,953,600
ZIM	2023-10-27	0.038	-0.021	17,961,598	120,196,560	0.781	0.743	0.946	978.400024	1,281,446,144	2,582,400
ZIM	2023-11-03	0.046	0.007	17,829,926	120,190,128	0.781	0.735	1.242	948.299988	1,278,630,784	2,648,000
ZIM	2023-11-10	0.016	-0.03	17,829,926	120,189,448	0.782	0.766	1.673	888.200012	1,275,815,424	2,222,000.25
ZIM	2023-11-17	0.039	0.023	19,046,756	120,223,096	0.79	0.751	1.425	916.099976	1,272,999,936	5,972,800
ZIM	2023-11-24	0.003	-0.035	19,046,756	120,217,392	0.791	0.787	0.847	829.5	1,269,017,600	3,337,500
ZIM	2023-12-01	0.031	0.027	21,575,472	120,223,096	0.8	0.769	1.121	916.099976	1,265,035,264	4,339,800
ZIM	2023-12-08	0.01	-0.021	21,575,472	120,217,384	0.801	0.791	0.698	884.799988	1,261,052,928	3,552,800
ZIM	2023-12-15	0.014	0.004	23,521,128	120,217,840	0.807	0.793	1.074	1,158.900024	1,257,070,720	5,813,200
ZIM	2023-12-22	0.041	0.027	23,521,128	120,215,888	0.808	0.767	0.899	1,392.099976	1,253,088,256	10,005,000
ZIM	2023-12-29	0.006	-0.034	23,521,128	120,222,904	0.811	0.804	0.872	1,186.599976	1,249,105,920	8,978,750
ZIM	2024-01-05	0.001	-0.005	23,088,838	120,219,328	0.813	0.811	1.36	1,754	1,245,123,584	16,401,250
ZIM	2024-01-12	-0.036	-0.037	23,088,838	120,222,880	0.813	0.849	0.992	1,618.199951	1,241,141,120	12,887,200
ZIM	2024-01-19	-0.023	0.013	23,626,608	120,217,560	0.813	0.837	0.683	1,547.199951	1,237,158,784	8,661,750
ZIM	2024-01-26	-0.007	0.016	23,626,608	120,223,224	0.814	0.821	0.897	1,615.800049	1,233,176,448	7,178,000
ZIM	2024-02-02	0.002	0.009	26,230,232	120,219,864	0.819	0.817	1.314	1,585.699951	1,229,194,112	13,423,000
ZIM	2024-02-09	-0.029	-0.031	26,230,232	120,218,664	0.819	0.849	0.666	1,429.400024	1,225,211,776	7,107,000
ZIM	2024-02-16	-0.005	0.024	25,803,812	120,222,048	0.821	0.826	0.828	1,516	1,221,229,440	4,112,200
ZIM	2024-02-23	0.003	0.008	25,803,812	120,219,152	0.821	0.818	0.698	1,481.099976	1,217,247,104	3,411,500
ZIM	2024-03-01	-0.011	-0.015	26,520,648	120,216,488	0.819	0.83	1.05	1,443.800049	1,213,264,768	4,165,000
ZIM	2024-03-08	-0.009	0.002	26,520,648	120,218,376	0.82	0.829	0.725	1,321.199951	1,209,282,304	4,699,800
ZIM	2024-03-15	0.043	0.052	27,843,334	120,285,712	0.826	0.783	0.82	1,136.699951	1,205,299,968	9,842,400
ZIM	2024-03-22	-0.001	-0.045	27,843,334	120,281,848	0.828	0.829	0.766	1,152.300049	1,240,969,984	3,094,400
ZIM	2024-03-29	0.033	0.035	27,843,334	120,286,568	0.828	0.795	0.61	1,217.300049	1,276,640,000	2,373,000
ZIM	2024-04-05	0.022	-0.011	29,220,908	120,286,744	0.827	0.805	0.911	1,342.400024	1,312,310,016	3,859,200
ZIM	2024-04-12	0.023	0	32,648,336	120,287,128	0.832	0.809	0.56	1,214.900024	1,347,980,032	2,789,800
ZIM	2024-04-19	0.035	0.012	32,648,336	120,285,160	0.833	0.799	0.513	1,223.300049	1,383,650,048	2,396,000
ZIM	2024-04-26	0.087	0.052	32,648,336	120,287,440	0.834	0.747	0.67	1,590.199951	1,419,320,064	5,293,800
ZIM	2024-05-03	0.055	-0.032	31,503,702	120,287,272	0.837	0.783	0.828	1,549.300049	1,454,989,952	3,287,000
ZIM	2024-05-10	0.092	0.037	31,503,702	120,284,256	0.839	0.747	0.888	2,115.800049	1,490,659,968	8,083,600
ZIM	2024-05-17	0.065	-0.027	21,242,478	120,288,304	0.823	0.759	1.505	2,253	1,526,329,984	6,265,600

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