Datasets:

paperswithbacktest
/

Stocks-Weekly-ShortOverShorted

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Split (1)

train · 3.72M 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	2024-12-06	0.063	-0.127	16,115,127	804,564,608	0.418	0.355	0.891	14,876.400391	10,939,124,736	2,543,600.25
ZTO	2024-12-13	0.124	0.061	16,115,127	804,565,376	0.418	0.294	0.832	15,455.700195	11,071,163,392	3,192,800
ZTO	2024-12-20	0.105	-0.019	17,146,902	804,563,776	0.435	0.331	0.888	15,954.5	11,203,202,048	3,827,800
ZTO	2024-12-27	0.175	0.07	17,146,902	804,564,352	0.436	0.261	0.6	15,882.099609	11,335,240,704	1,207,000.125
ZTO	2025-01-03	0.122	-0.053	18,141,688	804,564,288	0.446	0.324	0.545	15,512	11,467,278,336	2,032,999.875
ZTO	2025-01-10	0.099	-0.022	18,141,688	804,567,680	0.446	0.346	0.788	14,425.900391	11,599,316,992	2,300,250
ZTO	2025-01-17	0.165	0.065	19,006,692	804,567,808	0.45	0.285	0.631	15,359.200195	11,731,355,648	1,900,400
ZTO	2025-01-24	0.09	-0.075	19,006,692	804,566,336	0.451	0.361	0.746	15,029.299805	11,863,394,304	4,435,500
ZTO	2025-01-31	0.075	-0.015	18,340,072	804,565,888	0.441	0.366	0.767	15,013.200195	11,995,432,960	2,298,200
ZTO	2025-02-07	0.138	0.063	18,340,072	804,565,824	0.441	0.303	0.778	15,471.799805	12,127,471,616	2,327,000
ZTO	2025-02-14	0.191	0.053	18,340,072	804,564,480	0.441	0.251	0.605	16,163.700195	12,259,509,248	1,965,799.875
ZTO	2025-02-21	0.09	-0.101	16,120,548	804,566,912	0.41	0.32	0.786	16,718.900391	12,391,547,904	2,703,250
ZTO	2025-02-28	0.116	0.026	16,120,548	804,564,224	0.409	0.293	0.803	15,600.5	12,523,586,560	1,896,400
ZTO	2025-03-07	0.111	-0.005	18,332,152	804,567,552	0.436	0.325	0.569	16,187.900391	12,655,625,216	2,786,400
ZTO	2025-03-14	0.099	-0.012	18,332,152	804,566,912	0.437	0.338	0.941	16,067.200195	12,787,663,872	3,838,000.25
ZTO	2025-03-21	0.071	-0.029	16,867,132	803,356,608	0.414	0.343	0.985	16,107.299805	12,919,702,528	4,185,200.25
ZTO	2025-03-28	0.096	0.025	16,867,132	803,355,200	0.415	0.32	0.653	15,922.5	12,919,702,528	1,694,800
ZTO	2025-04-04	0.022	-0.074	15,792,011	803,357,184	0.39	0.368	0.93	14,597	12,919,702,528	2,321,000
ZTO	2025-04-11	0	-0.022	15,792,011	803,353,472	0.39	0.39	1.044	14,661.200195	12,919,702,528	5,213,000
ZTO	2025-04-18	-0.025	-0.025	15,233,094	804,821,952	0.376	0.401	0.912	15,138.700195	12,919,702,528	2,094,000
ZTO	2025-04-25	0.013	0.037	15,233,094	804,819,072	0.376	0.363	0.829	15,347.900391	12,514,054,144	2,057,600
ZTO	2025-05-02	0.027	0.014	14,736,447	804,820,864	0.368	0.341	0.701	15,275.5	12,108,406,784	1,738,800
ZTO	2025-05-09	0.004	-0.023	14,736,447	804,823,744	0.368	0.364	0.931	15,066.299805	11,702,759,424	1,865,600
ZTO	2025-05-16	0.019	0.015	13,901,631	804,820,544	0.351	0.333	0.92	15,026	11,297,112,064	3,746,600
ZTO	2025-05-23	-0.059	-0.077	13,901,631	798,483,712	0.354	0.412	0.914	13,534.299805	10,891,464,704	5,305,200
ZTO	2025-05-30	-0.014	0.045	13,394,564	798,488,640	0.341	0.355	0.952	14,053.400391	10,963,799,040	3,999,500
ZTO	2025-06-06	0.001	0.014	13,394,564	798,488,064	0.341	0.341	1.003	13,678.099609	11,036,133,376	2,872,000
ZTO	2025-06-13	-0.013	-0.014	13,394,564	798,487,040	0.342	0.355	1.321	13,933.599609	11,108,466,688	1,886,400
ZTO	2025-06-20	0.026	0.039	13,839,160	798,489,344	0.352	0.326	0.675	13,742	11,180,801,024	1,414,000
ZTO	2025-06-27	0.034	0.007	13,839,160	798,486,976	0.352	0.319	0.902	14,197.099609	11,253,135,360	1,058,800
ZTO	2025-07-04	0.098	0.064	12,741,221	798,487,552	0.327	0.229	1.111	14,412.700195	11,325,468,672	810,750
ZTO	2025-07-11	0.001	-0.097	12,741,221	798,485,760	0.327	0.326	0.77	14,923.700195	11,397,803,008	2,286,200
ZTO	2025-07-18	-0.018	-0.018	12,919,451	798,487,936	0.309	0.327	0.755	15,155.299805	11,470,137,344	1,668,999.875
ZTO	2025-07-25	-0.008	0.01	12,919,451	798,486,848	0.31	0.318	0.918	16,201.299805	11,542,470,656	2,567,000
ZTO	2025-08-01	0.029	0.037	13,126,199	798,487,424	0.32	0.291	0.936	16,153.400391	11,614,804,992	2,240,200
ZTO	2025-08-08	0.027	-0.001	13,126,199	798,488,832	0.321	0.294	1.18	16,432.900391	11,687,139,328	2,063,399.875
ZTO	2025-08-15	0.047	0.019	13,334,143	798,483,968	0.334	0.287	1.358	15,905.799805	11,759,472,640	1,305,200
ZTO	2025-08-22	-0.037	-0.084	13,334,143	799,753,920	0.334	0.371	0.846	15,275.299805	11,831,806,976	3,295,200
ZTO	2025-08-29	-0.006	0.031	13,334,143	799,752,704	0.334	0.34	0.631	14,555.5	11,834,337,280	1,731,800.125
ZTO	2025-09-05	-0.045	-0.039	13,304,513	799,754,624	0.326	0.371	1.043	14,667.5	11,836,866,560	1,687,000.125
ZTO	2025-09-12	-0.003	0.042	13,304,513	799,753,408	0.326	0.329	0.883	15,243.299805	11,839,395,840	1,346,800
ZTO	2025-09-19	0.02	0.023	14,391,848	799,752,704	0.348	0.329	0.917	14,875.400391	11,841,926,144	1,520,600.125
ZTO	2025-09-26	0.016	-0.004	14,391,848	799,751,488	0.349	0.333	1.227	15,443.200195	11,844,455,424	1,685,200
ZTO	2025-10-03	0.094	0.078	15,699,852	799,752,512	0.359	0.265	0.69	15,187.299805	11,846,985,728	1,710,400
ZTO	2025-10-10	-0.023	-0.117	15,699,852	799,752,064	0.359	0.382	1.069	14,835.400391	11,849,515,008	1,790,000
ZTO	2025-10-17	0.112	0.135	18,168,900	799,752,384	0.399	0.288	0.732	15,179.299805	11,852,045,312	1,613,400.125
ZTO	2025-10-24	0.148	0.036	18,168,900	799,750,208	0.399	0.252	0.689	15,363.200195	11,854,574,592	911,600
ZTO	2025-10-31	0.059	-0.089	17,927,536	799,752,576	0.403	0.344	0.776	14,867.400391	11,857,104,896	1,254,800
ZTO	2025-11-07	0.064	0.005	17,927,536	799,750,464	0.404	0.34	0.664	15,067.299805	11,859,634,176	1,586,400
ZTO	2025-11-14	0.134	0.071	17,927,536	799,751,808	0.41	0.275	0.848	15,147.299805	11,862,164,480	1,051,800
ZTO	2025-11-21	0.112	-0.022	18,552,528	799,661,888	0.417	0.305	0.604	15,369.5	11,864,693,760	1,445,200
ZTO	2025-11-28	0.093	-0.019	18,552,528	799,660,992	0.417	0.324	0.676	16,513	12,020,341,760	2,143,000
ZTO	2025-12-05	0.187	0.094	18,257,314	799,663,232	0.401	0.214	0.534	17,336.699219	12,175,988,736	1,496,000
ZTO	2025-12-12	0.084	-0.104	18,257,314	799,659,456	0.402	0.319	0.667	17,144.699219	12,331,636,736	1,755,600
ZTO	2025-12-19	0.112	0.028	18,336,096	799,661,504	0.41	0.299	0.832	17,008.800781	12,487,283,712	1,964,999.875
ZTO	2025-12-26	0.113	0.002	18,336,096	799,661,696	0.411	0.298	0.64	17,016.800781	12,642,931,712	1,478,250
ZTO	2026-01-02	0.118	0.005	18,530,072	799,659,840	0.405	0.286	0.653	17,160.699219	12,798,578,688	1,484,000
ZTO	2026-01-09	0.074	-0.044	18,530,072	799,663,488	0.405	0.331	0.588	17,352.699219	12,954,226,688	1,656,199.875
ZTO	2026-01-16	0.074	-0.001	15,625,480	799,659,520	0.359	0.285	0.805	17,848.400391	13,109,873,664	2,192,600
ZTO	2026-01-23	0.057	-0.016	15,625,480	799,662,400	0.359	0.301	0.896	17,528.599609	13,265,521,664	1,627,250
ZTO	2026-01-30	0.104	0.046	17,004,352	799,662,528	0.381	0.277	0.642	17,536.599609	13,421,168,640	1,833,799.875
ZTO	2026-02-06	0.092	-0.011	17,004,352	799,663,744	0.381	0.289	0.699	19,263.900391	13,576,816,640	3,101,199.75
ZTO	2026-02-13	0.086	-0.007	17,004,352	799,663,360	0.382	0.296	0.846	19,719.699219	13,732,463,616	2,277,199.75
ZTO	2026-02-20	0.119	0.033	16,638,413	799,659,904	0.368	0.249	1.235	20,223.400391	13,888,111,616	1,794,000
ZTO	2026-02-27	0.082	-0.037	16,638,413	799,663,680	0.369	0.287	0.68	19,495.800781	14,043,758,592	2,699,000
ZTO	2026-03-06	0.077	-0.005	17,340,652	799,662,336	0.376	0.299	0.683	18,232.300781	14,199,405,568	1,457,400.125
ZTO	2026-03-13	0.078	0.001	17,340,652	799,663,040	0.377	0.299	0.646	19,223.900391	14,355,053,568	1,300,999.875
ZTO	2026-03-20	0.112	0.034	20,706,340	792,681,920	0.431	0.318	0.863	19,389	14,510,700,544	2,606,600
ZTO	2026-03-27	0.15	0.038	20,706,340	792,680,832	0.433	0.283	0.648	19,071.900391	14,510,700,544	1,779,800.125
ZTO	2026-04-03	0.119	-0.031	19,552,150	792,681,344	0.408	0.289	0.685	19,777.400391	14,510,700,544	1,255,750
ZTS	2013-03-08	-0.329	0	119,096	500,000,000	0.053	0.381	121.712997	17,045	1,131,843,712	1,188,199.875
ZTS	2013-03-15	-0.282	0.047	392,161.96875	500,000,032	0.118	0.4	27.743999	16,720	1,146,562,560	2,016,999.875
ZTS	2013-03-22	-0.283	-0.001	392,161.96875	500,000,032	0.119	0.401	32.499001	16,560	1,161,281,280	1,385,799.875
ZTS	2013-03-29	-0.273	0.01	392,161.96875	499,999,968	0.118	0.391	31.066	16,700	1,176,000,000	3,013,250
ZTS	2013-04-05	-0.234	0.039	803,859.9375	500,000,000	0.161	0.395	11.688	15,980	1,163,714,304	1,899,600
ZTS	2013-04-12	-0.231	0.003	997,733	500,000,000	0.174	0.405	12.391	16,615	1,151,428,608	1,498,000
ZTS	2013-04-19	-0.212	0.019	997,733	500,000,000	0.175	0.387	12.137	16,355	1,139,142,912	1,842,000
ZTS	2013-04-26	-0.231	-0.019	997,733	500,000,000	0.174	0.406	17.382	16,320	1,126,857,088	2,149,199.75
ZTS	2013-05-03	-0.208	0.024	1,158,199	500,000,000	0.182	0.39	15.404	16,605	1,114,571,392	1,637,799.875
ZTS	2013-05-10	-0.143	0.065	1,158,199	500,000,000	0.183	0.326	9.712	16,590	1,102,285,696	750,000
ZTS	2013-05-17	-0.081	0.062	2,937,257	499,999,968	0.252	0.333	4.709	16,950	1,090,000,000	823,000
ZTS	2013-05-24	-0.134	-0.053	2,937,257	500,000,000	0.251	0.385	5.973	16,730	1,091,846,144	8,670,800
ZTS	2013-05-31	-0.208	-0.074	1,671,591	500,000,000	0.209	0.417	8.109	16,000	1,093,692,288	4,625,500
ZTS	2013-06-07	-0.214	-0.006	1,671,591	500,000,000	0.21	0.424	16.153	15,750	1,095,538,432	3,897,000
ZTS	2013-06-14	-0.213	0.001	1,671,591	500,000,000	0.21	0.423	10.485	15,400	1,097,384,576	7,104,600
ZTS	2013-06-21	0.272	0.485	19,008,768	500,000,000	0.667	0.396	1.34	15,300	1,099,230,720	24,637,400
ZTS	2013-06-28	0.232	-0.04	19,008,768	500,000,000	0.668	0.436	1.386	15,445	1,101,076,864	22,841,400
ZTS	2013-07-05	0.233	0.001	26,791,264	500,000,000	0.731	0.499	0.681	15,085	1,102,923,136	13,126,750
ZTS	2013-07-12	0.295	0.063	26,791,264	500,000,000	0.731	0.436	0.679	15,675	1,104,769,280	8,160,400
ZTS	2013-07-19	0.338	0.043	37,864,848	500,000,000	0.785	0.447	0.42	15,120	1,106,615,424	5,009,800
ZTS	2013-07-26	0.344	0.006	37,864,848	500,000,000	0.786	0.442	0.484	15,215	1,108,461,568	4,952,600
ZTS	2013-08-02	0.254	-0.09	22,624,624	500,000,000	0.692	0.438	0.718	15,470	1,110,307,712	5,484,600
ZTS	2013-08-09	0.231	-0.023	22,624,624	500,000,000	0.693	0.462	0.696	15,455	1,112,153,856	7,123,999.5
ZTS	2013-08-16	-0.072	-0.304	5,939,146	500,000,000	0.378	0.45	2.233	15,000	1,114,000,128	4,453,200
ZTS	2013-08-23	-0.051	0.021	5,939,146	500,000,000	0.378	0.43	2.529	15,100	1,113,153,792	3,075,800
ZTS	2013-08-30	0.005	0.057	7,182,834	500,000,000	0.433	0.428	1.663	14,575	1,112,307,712	5,247,400
ZTS	2013-09-06	0.023	0.017	7,182,834	500,000,000	0.434	0.411	2.572	15,305	1,111,461,504	4,043,250
ZTS	2013-09-13	0.045	0.022	7,182,834	500,000,000	0.434	0.389	1.804	15,525	1,110,615,424	4,016,800
ZTS	2013-09-20	-0.04	-0.085	5,877,760	500,000,032	0.369	0.409	2.802	16,095	1,109,769,216	6,219,800
ZTS	2013-09-27	-0.032	0.008	5,877,760	500,000,000	0.369	0.401	2.22	15,575	1,108,923,136	2,676,000

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