Project 1

Data cleaning on Automobile 1985 dataset and perform descriptive analytics

• Import libraries
• Load dataset
• Data Clean
  • Replace ? with Nan
  • Check for null values
  • Remove nulls with mean for numeric column
  • Remove nulls with mode for categorical column
  • Check for duplicates
• Descriptive analytics
  • Summary of the data
  • Correlation matrix
• Data visualization
  • Hist plots
  • Box plots
  • Heatmaps
  • Scatter plots
• Convert the cleaned dataframe into csv