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
ZTO	2024-09-13	0.106	-0.006	15,049,175	806,669,760	0.398	0.292	0.714	17,754.800781	10,714,214,400	2,510,400
ZTO	2024-09-20	0.116	0.009	17,221,834	806,668,160	0.428	0.313	0.808	17,625.699219	10,710,297,600	2,238,799.75
ZTO	2024-09-27	0.079	-0.036	17,221,834	806,666,688	0.429	0.349	0.66	19,456.800781	10,706,380,800	4,381,200
ZTO	2024-10-04	0.016	-0.063	13,240,921	806,669,120	0.359	0.343	1.318	21,772	10,702,464,000	5,550,600
ZTO	2024-10-11	-0.016	-0.032	13,240,921	806,667,968	0.36	0.376	0.785	20,965.300781	10,698,547,200	2,552,200
ZTO	2024-10-18	0.101	0.117	17,421,900	806,666,688	0.436	0.335	0.679	20,303.800781	10,694,631,424	2,121,800
ZTO	2024-10-25	0.117	0.017	17,421,900	806,669,440	0.437	0.319	0.78	19,545.599609	10,690,714,624	1,523,399.875
ZTO	2024-11-01	0.157	0.04	18,325,466	806,669,568	0.454	0.297	0.769	18,626	10,686,797,824	1,917,200
ZTO	2024-11-08	0.154	-0.003	18,325,466	806,669,696	0.456	0.301	0.721	17,706.400391	10,682,881,024	2,033,400.125
ZTO	2024-11-15	0.215	0.06	20,631,938	806,668,288	0.498	0.283	0.671	16,996.5	10,678,964,224	3,191,600.25
ZTO	2024-11-22	0.153	-0.061	20,631,938	804,564,288	0.499	0.345	0.747	15,512	10,675,048,448	4,361,200
ZTO	2024-11-29	0.172	0.019	20,631,938	804,563,200	0.499	0.327	0.735	15,286.700195	10,807,086,080	4,382,500
ZTO	2024-12-06	0.105	-0.067	16,115,127	804,564,608	0.424	0.319	0.778	14,876.400391	10,939,124,736	2,543,600.25
ZTO	2024-12-13	0.13	0.025	16,115,127	804,565,376	0.424	0.294	0.95	15,455.700195	11,071,163,392	3,192,800
ZTO	2024-12-20	0.105	-0.024	17,146,902	804,563,776	0.443	0.337	1.071	15,954.5	11,203,202,048	3,827,800
ZTO	2024-12-27	0.171	0.066	17,146,902	804,564,352	0.443	0.272	0.732	15,882.099609	11,335,240,704	1,207,000.125
ZTO	2025-01-03	0.144	-0.027	18,141,688	804,564,288	0.452	0.308	0.712	15,512	11,467,278,336	2,032,999.875
ZTO	2025-01-10	0.096	-0.048	18,141,688	804,567,680	0.452	0.356	0.797	14,425.900391	11,599,316,992	2,300,250
ZTO	2025-01-17	0.168	0.071	19,006,692	804,567,808	0.458	0.29	0.759	15,359.200195	11,731,355,648	1,900,400
ZTO	2025-01-24	0.131	-0.037	19,006,692	804,566,336	0.459	0.328	0.727	15,029.299805	11,863,394,304	4,435,500
ZTO	2025-01-31	0.133	0.003	18,340,072	804,565,888	0.449	0.315	0.689	15,013.200195	11,995,432,960	2,298,200
ZTO	2025-02-07	0.14	0.007	18,340,072	804,565,824	0.448	0.309	0.923	15,471.799805	12,127,471,616	2,327,000
ZTO	2025-02-14	0.2	0.061	18,340,072	804,564,480	0.449	0.248	0.672	16,163.700195	12,259,509,248	1,965,799.875
ZTO	2025-02-21	0.101	-0.099	16,120,548	804,566,912	0.416	0.315	0.828	16,718.900391	12,391,547,904	2,703,250
ZTO	2025-02-28	0.114	0.013	16,120,548	804,564,224	0.415	0.301	0.748	15,600.5	12,523,586,560	1,896,400
ZTO	2025-03-07	0.112	-0.002	18,332,152	804,567,552	0.443	0.33	0.767	16,187.900391	12,655,625,216	2,786,400
ZTO	2025-03-14	0.078	-0.034	18,332,152	804,566,912	0.444	0.366	0.778	16,067.200195	12,787,663,872	3,838,000.25
ZTO	2025-03-21	0.039	-0.039	16,867,132	803,356,608	0.42	0.381	1.114	16,107.299805	12,919,702,528	4,185,200.25
ZTO	2025-03-28	0.108	0.069	16,867,132	803,355,200	0.421	0.313	0.741	15,922.5	12,919,702,528	1,694,800
ZTO	2025-04-04	0.041	-0.067	15,792,011	803,357,184	0.395	0.354	0.757	14,597	12,919,702,528	2,321,000
ZTO	2025-04-11	0.042	0	15,792,011	803,353,472	0.396	0.354	1.165	14,661.200195	12,919,702,528	5,213,000
ZTO	2025-04-18	0.008	-0.034	15,233,094	804,821,952	0.381	0.373	0.875	15,138.700195	12,919,702,528	2,094,000
ZTO	2025-04-25	0.028	0.021	15,233,094	804,819,072	0.381	0.352	1.099	15,347.900391	12,514,054,144	2,057,600
ZTO	2025-05-02	0.046	0.017	14,736,447	804,820,864	0.372	0.327	0.793	15,275.5	12,108,406,784	1,738,800
ZTO	2025-05-09	0.043	-0.003	14,736,447	804,823,744	0.373	0.33	0.942	15,066.299805	11,702,759,424	1,865,600
ZTO	2025-05-16	0.03	-0.013	13,901,631	804,820,544	0.356	0.326	0.909	15,026	11,297,112,064	3,746,600
ZTO	2025-05-23	-0.078	-0.108	13,901,631	798,483,712	0.358	0.436	1.582	13,534.299805	10,891,464,704	5,305,200
ZTO	2025-05-30	-0.07	0.008	13,394,564	798,488,640	0.344	0.415	0.723	14,053.400391	10,963,799,040	3,999,500
ZTO	2025-06-06	-0.027	0.043	13,394,564	798,488,064	0.344	0.371	0.845	13,678.099609	11,036,133,376	2,872,000
ZTO	2025-06-13	-0.03	-0.003	13,394,564	798,487,040	0.345	0.374	0.755	13,933.599609	11,108,466,688	1,886,400
ZTO	2025-06-20	0.011	0.04	13,839,160	798,489,344	0.357	0.346	0.748	13,742	11,180,801,024	1,414,000
ZTO	2025-06-27	0.015	0.005	13,839,160	798,486,976	0.356	0.341	0.718	14,197.099609	11,253,135,360	1,058,800
ZTO	2025-07-04	0.081	0.066	12,741,221	798,487,552	0.33	0.249	0.064	14,412.700195	11,325,468,672	810,750
ZTO	2025-07-11	0.017	-0.064	12,741,221	798,485,760	0.33	0.313	0.909	14,923.700195	11,397,803,008	2,286,200
ZTO	2025-07-18	0.032	0.016	12,919,451	798,487,936	0.312	0.28	0.942	15,155.299805	11,470,137,344	1,668,999.875
ZTO	2025-07-25	-0.01	-0.042	12,919,451	798,486,848	0.312	0.322	0.199	16,201.299805	11,542,470,656	2,567,000
ZTO	2025-08-01	0.002	0.012	13,126,199	798,487,424	0.323	0.321	0.785	16,153.400391	11,614,804,992	2,240,200
ZTO	2025-08-08	-0.017	-0.019	13,126,199	798,488,832	0.324	0.341	0.968	16,432.900391	11,687,139,328	2,063,399.875
ZTO	2025-08-15	0.021	0.037	13,334,143	798,483,968	0.336	0.316	0.676	15,905.799805	11,759,472,640	1,305,200
ZTO	2025-08-22	-0.049	-0.07	13,334,143	799,753,920	0.335	0.385	1.087	15,275.299805	11,831,806,976	3,295,200
ZTO	2025-08-29	-0.005	0.044	13,334,143	799,752,704	0.336	0.34	0.74	14,555.5	11,834,337,280	1,731,800.125
ZTO	2025-09-05	-0.01	-0.005	13,304,513	799,754,624	0.328	0.338	0.847	14,667.5	11,836,866,560	1,687,000.125
ZTO	2025-09-12	-0.016	-0.006	13,304,513	799,753,408	0.328	0.344	0.782	15,243.299805	11,839,395,840	1,346,800
ZTO	2025-09-19	0.05	0.066	14,391,848	799,752,704	0.351	0.301	0.708	14,875.400391	11,841,926,144	1,520,600.125
ZTO	2025-09-26	0.018	-0.032	14,391,848	799,751,488	0.351	0.333	0.993	15,443.200195	11,844,455,424	1,685,200
ZTO	2025-10-03	0.101	0.083	15,699,852	799,752,512	0.362	0.261	0.625	15,187.299805	11,846,985,728	1,710,400
ZTO	2025-10-10	0.017	-0.084	15,699,852	799,752,064	0.362	0.345	0.819	14,835.400391	11,849,515,008	1,790,000
ZTO	2025-10-17	0.099	0.081	18,168,900	799,752,384	0.403	0.305	0.513	15,179.299805	11,852,045,312	1,613,400.125
ZTO	2025-10-24	0.105	0.007	18,168,900	799,750,208	0.403	0.298	0.891	15,363.200195	11,854,574,592	911,600
ZTO	2025-10-31	0.094	-0.011	17,927,536	799,752,576	0.408	0.314	0.965	14,867.400391	11,857,104,896	1,254,800
ZTO	2025-11-07	0.099	0.005	17,927,536	799,750,464	0.409	0.31	0.768	15,067.299805	11,859,634,176	1,586,400
ZTO	2025-11-14	0.114	0.015	17,927,536	799,751,808	0.415	0.301	0.6	15,147.299805	11,862,164,480	1,051,800
ZTO	2025-11-21	0.106	-0.008	18,552,528	799,661,888	0.422	0.316	0.557	15,369.5	11,864,693,760	1,445,200
ZTO	2025-11-28	0.076	-0.03	18,552,528	799,660,992	0.423	0.347	0.596	16,513	12,020,341,760	2,143,000
ZTO	2025-12-05	0.153	0.077	18,257,314	799,663,232	0.407	0.255	0.755	17,336.699219	12,175,988,736	1,496,000
ZTO	2025-12-12	0.074	-0.079	18,257,314	799,659,456	0.408	0.334	0.538	17,144.699219	12,331,636,736	1,755,600
ZTO	2025-12-19	0.073	-0.001	18,336,096	799,661,504	0.417	0.344	0.766	17,008.800781	12,487,283,712	1,964,999.875
ZTO	2025-12-26	0.129	0.056	18,336,096	799,661,696	0.417	0.288	0.081	17,016.800781	12,642,931,712	1,478,250
ZTO	2026-01-02	0.107	-0.022	18,530,072	799,659,840	0.41	0.303	0.632	17,160.699219	12,798,578,688	1,484,000
ZTO	2026-01-09	0.089	-0.019	18,530,072	799,663,488	0.411	0.322	0.634	17,352.699219	12,954,226,688	1,656,199.875
ZTO	2026-01-16	0.037	-0.052	15,625,480	799,659,520	0.363	0.327	0.684	17,848.400391	13,109,873,664	2,192,600
ZTO	2026-01-23	0.041	0.005	15,625,480	799,662,400	0.363	0.322	0.876	17,528.599609	13,265,521,664	1,627,250
ZTO	2026-01-30	0.068	0.026	17,004,352	799,662,528	0.386	0.318	0.684	17,536.599609	13,421,168,640	1,833,799.875
ZTO	2026-02-06	0.043	-0.024	17,004,352	799,663,744	0.386	0.342	0.74	19,263.900391	13,576,816,640	3,101,199.75
ZTO	2026-02-13	0.065	0.022	17,004,352	799,663,360	0.386	0.321	0.722	19,719.699219	13,732,463,616	2,277,199.75
ZTO	2026-02-20	0.074	0.009	16,638,413	799,659,904	0.373	0.299	0.776	20,223.400391	13,888,111,616	1,794,000
ZTO	2026-02-27	0.047	-0.027	16,638,413	799,663,680	0.374	0.327	0.934	19,495.800781	14,043,758,592	2,699,000
ZTO	2026-03-06	0.079	0.032	17,340,652	799,662,336	0.381	0.302	0.604	18,232.300781	14,199,405,568	1,457,400.125
ZTO	2026-03-13	0.079	-0.001	17,340,652	799,663,040	0.382	0.303	0.554	19,223.900391	14,355,053,568	1,300,999.875
ZTO	2026-03-20	0.113	0.035	20,706,340	792,681,920	0.435	0.322	0.628	19,389	14,510,700,544	2,606,600
ZTO	2026-03-27	0.13	0.017	20,706,340	792,680,832	0.438	0.308	0.676	19,071.900391	14,510,700,544	1,779,800.125
ZTO	2026-04-03	0.123	-0.007	19,552,150	792,681,344	0.414	0.29	0.533	19,777.400391	14,510,700,544	1,255,750
ZTO	2026-04-10	0.096	-0.027	19,552,150	792,681,792	0.414	0.318	0.606	19,626.800781	14,510,700,544	1,072,200
ZTO	2026-04-17	0.059	-0.037	15,370,914	795,529,920	0.342	0.283	0.801	19,967.800781	14,510,700,544	1,223,200
ZTO	2026-04-24	0.04	-0.019	15,370,914	795,526,656	0.343	0.303	0.677	20,468.900391	14,265,033,728	1,228,199.875
ZTO	2026-05-01	0.071	0.031	15,482,114	795,529,024	0.35	0.279	1.162	19,999.599609	14,019,365,888	1,268,999.875
ZTO	2026-05-08	0.055	-0.016	15,482,114	795,528,960	0.351	0.296	0.878	19,928	13,773,699,072	1,675,000.125
ZTO	2026-05-15	-0.003	-0.058	13,381,738	795,526,528	0.315	0.318	1.192	18,885.800781	13,528,031,232	1,945,200
ZTO	2026-05-22	-0.029	-0.026	13,381,738	776,159,232	0.323	0.352	1.084	17,843.900391	13,282,364,416	1,921,400.125
ZTO	2026-05-29	0.013	0.042	13,381,738	776,157,312	0.323	0.31	0.867	17,168.599609	13,282,364,416	1,676,750
ZTS	2013-03-08	-0.338	0	119,096	500,000,000	0.053	0.391	102.531998	17,045	1,131,843,712	1,188,199.875
ZTS	2013-03-15	-0.27	0.068	392,161.96875	500,000,032	0.119	0.389	24.337999	16,720	1,146,562,560	2,016,999.875
ZTS	2013-03-22	-0.27	-0	392,161.96875	500,000,032	0.119	0.389	67.195	16,560	1,161,281,280	1,385,799.875
ZTS	2013-03-29	-0.274	-0.004	392,161.96875	499,999,968	0.118	0.393	33.516998	16,700	1,176,000,000	3,013,250
ZTS	2013-04-05	-0.218	0.056	803,859.9375	500,000,000	0.162	0.38	20.527	15,980	1,163,714,304	1,899,600
ZTS	2013-04-12	-0.213	0.005	997,733	500,000,000	0.175	0.388	10.461	16,615	1,151,428,608	1,498,000
ZTS	2013-04-19	-0.197	0.016	997,733	500,000,000	0.175	0.373	14.205	16,355	1,139,142,912	1,842,000
ZTS	2013-04-26	-0.202	-0.005	997,733	500,000,000	0.175	0.377	16.792	16,320	1,126,857,088	2,149,199.75
ZTS	2013-05-03	-0.204	-0.001	1,158,199	500,000,000	0.183	0.387	11.024	16,605	1,114,571,392	1,637,799.875
ZTS	2013-05-10	-0.138	0.066	1,158,199	500,000,000	0.183	0.321	9.058	16,590	1,102,285,696	750,000

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