Study on the Classification of Glass Relics Based on Spearman Correlation Coefficient

Authors

  • Qianwei Qu
  • Wenxue Wu
  • Yuhan Guo

DOI:

https://doi.org/10.54097/ajst.v5i1.5539

Keywords:

Ancient glass relics, Surface weathering, Data visualization, Spearman correlation coefficient.

Abstract

 In order to study and analyze the surface weathering and glass types of ancient Chinese glass relics, this paper conducts data visualization and description analysis on related issues such as cultural relics weathering and chemical composition based on existing data. Firstly, based on the existing data indicators, preprocessing is carried out, and Tableau is used for data visualization. The surface weathering of glass relics and the correlation charts of glass type, decoration and color are preliminarily obtained, and the statistical law of its component content is preliminarily described through the charts. Secondly, Spearman correlation coefficient is used to test whether the surface of glass relics is weathered or not and the correlation between glass type, decoration and color. At the same time, chi-square analysis is used to test the difference. The results show that the correlation between glass type and surface weathering is high, and the difference between different types is also high. The comprehensive analysis shows that the glass type is a significant factor affecting the surface weathering of glass relics, and the former problem is further analyzed at the specific data level.

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References

Arregui-Mena José David, Worth Robert N., Bodel William, März Benjamin, Li Wenjing,Selby Aaron,Campbell Anne A.,Contescu Cristian,Edmondson Philip D.,Gallego Nidia. SEM and TEM data of nuclear graphite and glassy carbon microstructures[J]. Data in Brief, 2023,46.

Lin Zehui,Li Menghong,He Jiaqi,Li Mingwei,Wang Gang,Li Yutong,Zeng Yiming,Han Jiao,Liu Jisong. Effect of Ta2O5 addition on the structure, crystallization mechanism, and properties of CaO–B2O3–SiO2 glasses for LTCC applications [J]. Ceramics International,2023,49(3).

Yu Xinmin,Su Chunhui,Wang Qianwen,Bao Wuyunga,Wang Tong,Zhang Hongbo,Zou Xiangyu. Enhanced up-conversion luminescence of Tb3+-Yb3+ doped glass ceramics by doping Li+[J]. Ceramics International,2023,49(3).

Yuan Xiaoyue,Chen Chuandong,Lei Hong,Zhang Zefang. Synthesis, characterization of CeO2@ZIF-8 composite abrasives and their chemical mechanical polishing behavior on glass substrate[J]. Ceramics International,2023,49(3).

Xu Shiyu, Fu Junjie, Liu Xuening, Yuan Meiyu, Zhang Chaoqun, Wang Haibo, Liu Guangxi, Cui Sheng. Analysis of thermal chromaticity stability, energy transfer and colour tunablity of Dy3+-Eu3+ doped BBZL glasses for high-power W-LED applications[J]. Ceramics International,2023,49(3).

Deng Shichan,Li Changrong,Guo Hongwei,Zhao Wei,Yan Bingji,li Peng. Crystallization characteristics, microstructural evolution, and Cr migration mechanism of glass-ceramics synthesized entirely from low-carbon ferrochromium slag and waste glass[J]. Journal of Hazardous Materials,2023,445.

Marzouk Samir Y.,Sayed Ahmed Y.. Linear, non-linear refractive index and Judd-Ofelt parameters of Tm2O3-doped P2O5-PbO-WO3 glasses[J]. Optical Materials,2023,135.

Abbas Husain,Elsanadedy Hussein,Alaoud Louai,Almusallam Tarek,Al-Salloum Yousef. Effect of confining stirrups and bar gap in improving bond behavior of glass fiber reinforced polymer (GFRP) bar lap splices in RC beams[J]. Construction and Building Materials,2023,365.

Huang Silu,Yan Libo,Kasal Bohumil. Flexural behaviour of wood beams strengthened by flax-glass hybrid FRP subjected to hygrothermal and weathering exposures[J]. Construction and Building Materials,2023,365.

Bellucci Carlo, Benatti Lucia, Rossi Maurizio, Tedesco Salvatore Antonio, Carta Arturo, Calzetti Giacomo, Gandolfi Stefano, Mora Paolo. Cataract progression following lens-sparing pars plana vitrectomy for rhegmatogenous retinal detachment[J]. Scientific Reports,2022,12(1).

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Published

01-03-2023

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Section

Articles

How to Cite

Qu, Q., Wu, W., & Guo, Y. (2023). Study on the Classification of Glass Relics Based on Spearman Correlation Coefficient. Academic Journal of Science and Technology, 5(1), 147-154. https://doi.org/10.54097/ajst.v5i1.5539