Onayemi / python_loan_analysis_project

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python_loan_analysis_project

This is repo for my python work

This repo consits of the following

Project 4: Loan Analysis Project

Tasks Completed:

  • Remove Duplicate in data analytics
  • Filtering the Data
  • Select a specific rows and column by using LOC
  • Dropping null value
  • Joining the two dataset
  • Merging two DataFrame on id
  • Function in Python
  • Define a function to categorize purpose into broader categories
  • Apply the function to dataset
  • Create a function based on criteria
  • Create a new function to categorize FICO scores
  • Identity customers with more than average inquiries and deregatory records with a function
  • Creating a data analysis class to calculate summary statistics
  • Data Visualization in Python
  • Create a scatterplot for 'dti' vs 'Income'
  • Box plot to determine risk vs interest rate
  • Initialize the subplot figure
  • Exporting Data

code for Project 4: loananalysisscript.py

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