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acca

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Compute multiple types of correlations analysis (Pearson correlation, R^2 coefficient of linear regression, Cramer's V measure of association, Distance Correlation,The Maximal Information Coefficient, Uncertainty coefficient and Predictive Power Score) in large dataframes with mixed columns classes(integer, numeric, factor and character) in para…

  • Updated Sep 9, 2025
  • R

南京审计大学大一学生基于python的审计数据分析实战项目,包含EDA,WOE分箱,逻辑回归及学审计学(acca)专业大一实践中作品,于acca基础阶段及CDA数据分析师认证2级备考期间完成项目,数据集来源于kaggle公开已去敏数据集(Credit Card Fraud Detection),相关算法及逻辑思路借鉴auro15和 Kaushal Nandaniya2位分享,结合CDA数据分析技术栈和ACCA知识点相关嵌入,希望体现个人作为审计专业学生兼ACCA方向班的国际化思维,结合CDA数字化技能,体现个人大一阶段往审计数字化方向的努力和个人的成长轨迹。

  • Updated Mar 24, 2026
  • Jupyter Notebook

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