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
ZH	2025-10-24	-0.075	0.031	723,078	80,254,632	0.205	0.28	2.295	346.700012	681,223,232	110,900
ZH	2025-10-31	-0.023	0.052	750,028.0625	80,252,880	0.221	0.244	3.985	349.100006	676,764,416	151,400
ZH	2025-11-07	-0.082	-0.059	750,028.0625	80,265,064	0.222	0.304	2.026	333.100006	672,305,536	153,600
ZH	2025-11-14	0.004	0.086	750,028.0625	80,248,128	0.225	0.221	4.121	323.399994	667,846,720	85,300
ZH	2025-11-21	-0.043	-0.048	688,448	80,250,632	0.214	0.257	2.278	320.200012	663,387,840	190,600
ZH	2025-11-28	-0.059	-0.015	688,448	79,837,400	0.215	0.274	2.447	294.600006	658,929,024	340,500
ZH	2025-12-05	-0.042	0.017	723,413	79,826,080	0.218	0.26	2.51	275.399994	658,022,336	306,400
ZH	2025-12-12	-0.088	-0.046	723,413	79,823,528	0.219	0.307	3.25	271.399994	657,115,712	273,200
ZH	2025-12-19	-0.09	-0.002	736,083.9375	79,830,984	0.226	0.316	4.31	283.399994	656,209,088	303,600
ZH	2025-12-26	-0.107	-0.017	736,083.9375	79,822,480	0.226	0.333	3.087	269.799988	655,302,400	213,750
ZH	2026-01-02	0	0.108	804,705	79,819,816	0.238	0.238	2.83	265.799988	654,395,776	318,500
ZH	2026-01-09	-0.078	-0.079	804,705	79,830,984	0.239	0.317	3.635	283.399994	653,489,088	242,200
ZH	2026-01-16	-0.168	-0.09	656,456	79,836,512	0.208	0.377	4.16	293	652,582,464	745,800
ZH	2026-01-23	-0.135	0.033	656,456	79,836,952	0.208	0.344	3.501	293.799988	651,675,840	287,249.96875
ZH	2026-01-30	-0.066	0.069	706,350	79,840,848	0.218	0.284	2.772	301	650,769,152	168,600
ZH	2026-02-06	-0.114	-0.048	706,350	79,827,088	0.219	0.333	1.912	277	649,862,528	313,400
ZH	2026-02-13	-0.161	-0.047	706,350	79,830,024	0.219	0.38	2.904	281.799988	648,955,904	432,800
ZH	2026-02-20	-0.09	0.071	690,593	79,828,568	0.211	0.302	3.637	279.399994	648,049,216	205,000
ZH	2026-02-27	-0.103	-0.013	690,593	79,819,272	0.212	0.315	3.859	265	647,142,592	281,800
ZH	2026-03-06	-0.078	0.024	806,006	79,838,712	0.231	0.31	3.542	247.5	646,235,968	248,000
ZH	2026-03-13	-0.035	0.043	806,006	79,838,192	0.232	0.267	1.987	246.699997	645,329,280	338,400
ZH	2026-03-20	-0.078	-0.043	940,021	79,820,144	0.257	0.335	3.93	221.899994	644,422,656	1,104,199.875
ZH	2026-03-27	-0.132	-0.053	940,021	78,505,744	0.262	0.394	2.68	204.899994	643,516,032	565,000
ZH	2026-04-03	-0.121	0.011	1,127,389	78,514,848	0.289	0.41	1.621	237.899994	643,516,032	539,250
ZH	2026-04-10	-0.132	-0.011	1,127,389	78,504,672	0.289	0.421	1.47	252	643,516,032	499,000
ZH	2026-04-17	-0.169	-0.037	1,069,906	88,162,728	0.249	0.418	1.59	335.899994	643,516,032	474,800
ZH	2026-04-24	-0.116	0.053	1,069,906	88,147,056	0.25	0.366	1.917	299.700012	643,516,032	360,000
ZH	2026-05-01	0.034	0.15	1,313,120	88,156,248	0.291	0.257	2.494	282.100006	643,516,032	185,200
ZH	2026-05-08	-0.025	-0.059	1,313,120	88,140,240	0.292	0.317	1.187	289.100006	643,516,032	212,600
ZH	2026-05-15	0.089	0.115	1,562,073	88,141,032	0.329	0.239	0.78	275	643,516,032	148,900
ZH	2026-05-22	0.108	0.019	1,562,073	88,163,936	0.33	0.222	0.859	268.899994	643,516,032	110,300
ZH	2026-05-29	0.144	0.036	1,562,073	88,135,592	0.33	0.186	1.019	260	643,516,032	265,500
ZIM	2021-03-05	-0.344	0	47,635	117,502,600	0.035	0.379	542.112	2,267.800049	1,244,732,288	435,200
ZIM	2021-03-12	-0.391	-0.047	47,635	117,500,984	0.036	0.427	542.219971	2,966.899902	1,283,436,928	820,800
ZIM	2021-03-19	-0.362	0.029	150,556	117,500,888	0.072	0.434	125.273003	3,319.399902	1,322,141,440	867,800
ZIM	2021-03-26	-0.388	-0.025	150,556	117,499,992	0.072	0.459	101.725998	3,059.699951	1,360,845,952	1,217,600
ZIM	2021-04-02	-0.35	0.037	142,491.015625	117,500,000	0.074	0.424	105.083	3,111.399902	1,408,782,080	445,249.96875
ZIM	2021-04-09	-0.38	-0.03	142,491.015625	117,500,800	0.074	0.454	162.673996	3,648.399902	1,456,718,208	1,245,799.875
ZIM	2021-04-16	-0.344	0.036	441,264	117,499,216	0.136	0.48	51.519001	3,744.699951	1,504,654,336	929,000
ZIM	2021-04-23	-0.324	0.019	441,264	117,500,000	0.136	0.461	53.776001	3,811.699951	1,552,590,464	928,200
ZIM	2021-04-30	-0.345	-0.02	332,799	117,500,664	0.125	0.469	56.806	4,400.399902	1,600,526,592	1,021,600
ZIM	2021-05-07	-0.358	-0.014	332,799	117,498,736	0.124	0.482	77.461998	4,650.600098	1,648,462,720	1,407,000.125
ZIM	2021-05-14	-0.357	0.001	332,799	117,500,640	0.124	0.482	64.181	4,541.399902	1,696,398,848	1,480,600.125
ZIM	2021-05-21	-0.325	0.032	502,580	117,499,424	0.155	0.48	35.813999	5,117.100098	1,744,334,976	2,139,200
ZIM	2021-05-28	-0.363	-0.038	502,580	117,499,992	0.156	0.519	34.143002	5,452	1,793,387,008	1,279,600
ZIM	2021-06-04	-0.324	0.038	721,938	117,499,368	0.184	0.509	22.84	4,698.799805	1,842,439,040	2,266,500
ZIM	2021-06-11	-0.339	-0.014	721,938	117,498,928	0.185	0.523	27.964001	5,468.399902	1,891,490,944	1,936,199.875
ZIM	2021-06-18	-0.258	0.081	1,284,501	117,498,816	0.26	0.518	12.13	4,974.899902	1,940,542,976	1,655,800.125
ZIM	2021-06-25	-0.247	0.011	1,284,501	117,498,976	0.26	0.507	14.696	5,750.399902	1,989,595,008	2,088,999.875
ZIM	2021-07-02	-0.298	-0.051	973,804.0625	117,500,600	0.218	0.516	19.952	4,889.200195	2,038,647,040	2,399,600.25
ZIM	2021-07-09	-0.305	-0.007	973,804.0625	117,500,000	0.218	0.523	17.447001	4,873.899902	2,087,698,944	1,838,000
ZIM	2021-07-16	-0.232	0.073	1,325,261	117,500,664	0.29	0.521	16.791	4,447.399902	2,136,750,976	1,472,800
ZIM	2021-07-23	-0.219	0.013	1,325,261	117,500,664	0.29	0.509	10.54	4,442.700195	2,185,803,008	1,024,800
ZIM	2021-07-30	-0.044	0.174	2,820,935	117,498,720	0.465	0.509	6.911	4,598.899902	2,234,854,912	2,252,000
ZIM	2021-08-06	-0.04	0.004	2,820,935	117,500,576	0.466	0.506	4.559	5,011.399902	2,283,907,072	1,167,200
ZIM	2021-08-13	-0.043	-0.003	2,820,935	117,500,008	0.467	0.51	6.993	5,221.700195	2,332,958,976	1,376,600.125
ZIM	2021-08-20	-0.13	-0.087	1,882,778	118,589,104	0.374	0.504	11.935	5,463.399902	2,382,010,880	4,021,400
ZIM	2021-08-27	-0.148	-0.017	1,882,778	118,587,464	0.374	0.522	13.525	5,809.600098	2,440,006,912	3,086,799.75
ZIM	2021-09-03	-0.305	-0.157	865,293	118,588,848	0.226	0.531	12.329	6,420.399902	2,498,002,944	2,203,400
ZIM	2021-09-10	-0.325	-0.02	865,293	118,588,976	0.226	0.551	23.341	6,950.5	2,555,998,720	2,800,000
ZIM	2021-09-17	-0.273	0.051	1,137,999	118,587,776	0.268	0.541	13.231	7,045.299805	2,613,994,752	2,252,000
ZIM	2021-09-24	-0.28	-0.007	1,137,999	118,589,064	0.269	0.549	18.847	6,724	2,671,990,528	2,447,800
ZIM	2021-10-01	-0.215	0.065	1,613,187	118,587,288	0.332	0.547	12.645	5,876	2,729,986,560	3,004,800
ZIM	2021-10-08	-0.188	0.027	1,613,187	118,587,672	0.332	0.52	10.968	5,214.299805	2,787,982,336	4,047,400
ZIM	2021-10-15	-0.291	-0.103	1,016,474	118,588,024	0.247	0.538	13.983	5,207.200195	2,845,978,368	2,764,800
ZIM	2021-10-22	-0.296	-0.005	1,016,474	118,587,880	0.247	0.543	16.573999	5,870.100098	2,903,974,400	2,494,000.25
ZIM	2021-10-29	-0.283	0.012	1,016,474	118,588,440	0.247	0.53	18.743999	6,074.100098	2,961,970,176	1,951,399.875
ZIM	2021-11-05	-0.001	0.282	3,801,883	118,587,984	0.534	0.535	4.009	5,937.700195	3,019,966,208	2,384,600
ZIM	2021-11-12	-0.001	-0	3,801,883	118,587,928	0.535	0.536	3.67	5,954.299805	3,077,961,984	2,084,600.125
ZIM	2021-11-19	0.049	0.05	4,176,420	118,588,424	0.553	0.504	5.091	6,779.700195	3,135,958,016	5,782,400
ZIM	2021-11-26	0.006	-0.043	4,176,420	118,587,816	0.553	0.547	3.974	6,306.5	3,156,610,304	3,920,750
ZIM	2021-12-03	-0.001	-0.006	3,911,877	118,588,776	0.552	0.553	5.716	6,445.299805	3,177,262,592	3,831,400
ZIM	2021-12-10	0.05	0.051	3,911,877	118,588,008	0.552	0.502	1.683	6,131	3,197,914,624	6,584,000
ZIM	2021-12-17	-0.026	-0.076	3,358,554	118,589,088	0.522	0.549	4.547	6,043.299805	3,218,566,912	5,423,800
ZIM	2021-12-24	-0.038	-0.012	3,358,554	118,587,400	0.522	0.56	4.531	6,363.399902	3,239,219,200	2,456,750
ZIM	2021-12-31	-0.098	-0.06	2,657,688	118,588,176	0.46	0.558	6.334	6,980.100098	3,259,871,488	2,729,600
ZIM	2022-01-07	-0.097	0.001	2,657,688	118,587,840	0.46	0.557	8.103	6,709.700195	3,280,523,776	2,593,600
ZIM	2022-01-14	-0.056	0.041	2,657,688	118,588,696	0.459	0.515	8.39	7,554.100098	3,301,176,064	4,368,400
ZIM	2022-01-21	-0.087	-0.031	2,332,611	118,587,400	0.435	0.522	7.818	6,892.299805	3,321,828,352	3,475,500
ZIM	2022-01-28	-0.109	-0.023	2,332,611	118,588,888	0.435	0.544	12.556	7,756.899902	3,342,480,384	4,076,200
ZIM	2022-02-04	-0.044	0.065	3,429,041	118,588,008	0.51	0.555	5.143	8,171.899902	3,363,132,672	3,387,400
ZIM	2022-02-11	-0.054	-0.01	3,429,041	118,587,504	0.509	0.563	8.066	8,328.400391	3,383,784,960	3,837,199.75
ZIM	2022-02-18	-0.109	-0.055	2,640,613	118,588,600	0.445	0.554	9.444	8,284.599609	3,404,437,248	2,703,800
ZIM	2022-02-25	-0.168	-0.059	2,640,613	118,587,736	0.446	0.614	5.338	8,313	3,425,089,536	2,868,750
ZIM	2022-03-04	-0.026	0.142	5,351,586	118,587,920	0.573	0.599	4.488	8,524.099609	3,445,741,824	3,556,400.25
ZIM	2022-03-11	-0.026	0	5,351,586	119,743,688	0.572	0.597	4.28	9,437	3,466,394,112	6,809,600
ZIM	2022-03-18	-0.039	-0.013	5,014,733	119,743,192	0.557	0.596	3.479	10,118.299805	3,491,394,560	8,247,000
ZIM	2022-03-25	-0.071	-0.032	5,014,733	119,742,680	0.558	0.629	5.411	8,190.399902	3,516,395,264	8,728,001
ZIM	2022-04-01	-0.046	0.025	5,559,196	119,743,632	0.577	0.623	3.25	8,547.299805	3,541,395,712	3,977,200.25
ZIM	2022-04-08	-0.073	-0.027	5,559,196	119,743,856	0.576	0.65	4.137	6,918.799805	3,566,396,416	7,092,600
ZIM	2022-04-15	-0.12	-0.047	3,788,532	119,742,624	0.503	0.622	4.853	6,606.200195	3,591,397,120	4,863,500
ZIM	2022-04-22	-0.119	0.001	3,788,532	119,743,208	0.502	0.621	5.465	6,528.399902	3,616,397,568	4,829,599.5
ZIM	2022-04-29	-0.044	0.075	5,726,582	119,742,936	0.581	0.624	2.525	6,661.299805	3,641,398,272	4,666,600
ZIM	2022-05-06	-0.057	-0.014	5,726,582	119,743,040	0.582	0.64	3.549	7,922.200195	3,666,398,720	4,275,000
ZIM	2022-05-13	-0.046	0.011	5,726,582	119,743,912	0.583	0.63	4.511	7,621.700195	3,691,399,424	4,031,800
ZIM	2022-05-20	-0.041	0.005	5,132,266	119,811,440	0.56	0.601	3.936	7,751.799805	3,716,400,128	6,669,800
ZIM	2022-05-27	-0.055	-0.014	5,132,266	119,810,376	0.56	0.614	3.268	8,150.700195	3,694,276,864	6,600,400
ZIM	2022-06-03	-0.097	-0.042	4,152,687	119,810,936	0.514	0.611	5.409	8,111.200195	3,672,153,856	6,612,500
ZIM	2022-06-10	-0.099	-0.002	4,152,687	119,810,088	0.514	0.613	6.452	6,245.700195	3,650,030,848	8,265,000
ZIM	2022-06-17	-0.01	0.09	6,516,186	119,811,544	0.594	0.603	2.361	6,039.700195	3,627,907,584	5,283,999.5

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