Visual Analysis of Campus Card Consumption Data based on Matplotlib

-- Anhui University of Finance and Economics as an Example

Authors

  • Qianhui Meng
  • Ruikang Sun

DOI:

https://doi.org/10.54097/fcis.v4i2.10367

Keywords:

Visual Analysis, Campus Card Consumption, Matplotlib

Abstract

This paper selected the consumption data derived from the student campus card of the School of Management Science and Engineering of Anhui University of Finance and Economics as the research object. Initially, data cleansing and classification were conducted using Python and Excel. Subsequently, the Matplotlib library was utilized to visually analyze both overall data of student consumption and the dining data with its higher proportion. Through the in-depth study of the campus card data, a thorough understanding of students’ dining patterns was achieved. Furthermore, the study recorded fluctuations in cafeteria footfall at various times of the day, providing valuable reference for optimizing resources and informing management decision-making regarding the school canteen from multiple perspectives.

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References

Zhang Sihai, Li Shanshan: Analysis and Research on Consumer Behavior Data of Campus Card -- Taking Nankai University as an Example, Journal of Beijing Union University, 2019,33 (01) : p.64-68.

Chongli Zhong, Zhenyu Cao, Xiaolong Bai: Analysis of Consumption Behavior of Campus Cards Based on Python, 2019 International Conference on Information Science, Medical and Health Informatics(Paris, France, 2019), Vol.18, p.8.

Yue Hongxiao, Han Xueyuan: Optimization of Space-time Configuration of Online Car-hailing Holiday Operation Based on Geographic Big Data-Taking Haikou City as an Example, Management and Technology of Small and Medium-sized Enterprises ( Mid-term ), 2021,000(017):p.107-109.

Zhang Liang: Analysis and Research of Student Consumption Behavior Based on Campus Card, Microcomputer Applications, 2020, 36 (10):p.77-78+p.85.

Ji Songjiang, Chen Hao, Tang Bohao et al: Analysis of Students' Spending Power Based on the Characteristics of Campus Card Spending Data of College Students--Chengdu College of University of Electronic Science and Technology as an Example, China Collective Economy, 2021, No.687 (31): p.25-26.

Information on: https://zhuanlan.zhihu.com/p/277364792.

Information on: http://www.mamicode.com/info-detail-1822 406. html.

Information on:How to convert Pandas data type to string or numeric type? - Zhihu (zhihu.com).

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Published

26-06-2023

Issue

Section

Articles

How to Cite

Meng, Q., & Sun, R. (2023). Visual Analysis of Campus Card Consumption Data based on Matplotlib: -- Anhui University of Finance and Economics as an Example. Frontiers in Computing and Intelligent Systems, 4(2), 114-118. https://doi.org/10.54097/fcis.v4i2.10367