/COVID-19-Analysis

COVID-19 dataset analysis and EDA

Primary LanguageJupyter Notebook

Corona Virus Dataset Analysis

Dataset

Contents

Data Cleaning

  • Missing Values

    • Columns removal
    • Constant imputation
    • Median imputation
  • Handling Outliers

    • IQR method
    • Winsorization
  • Discretization

Data Understanding and EDA

  • Univariate Analysis

    • Numerical features

    • Categorical features

    • p

  • Bivariate Analysis

    • World Wide Analysis

    • pp

    • Continent Wise Analysis

    • ppp

    • o

    • Country Wise Analysis

    • io

    • t

    • Analysing Iran

    • q