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Student Data Wrangling Project

Overview

This project focuses on cleaning, transforming, and analyzing student grade and tuition datasets using Python libraries such as Pandas.

The project includes:

  • Handling missing values
  • Removing duplicate records
  • Creating new columns using conditions
  • Merging datasets
  • Grouping and analyzing data
  • Exporting cleaned datasets to CSV and Excel

Tools Used

  • Python
  • Pandas
  • Jupyter Notebook
  • Excel

Files Included

  • student_data_wrangling.ipynb
  • grades.csv
  • tuition.xlsx
  • output1.csv
  • output1.xlsx

Key Operations Performed

  • Data cleaning
  • Duplicate detection and removal
  • Missing value handling
  • Conditional column creation
  • Dataset merging
  • Grouping and aggregation
  • Sorting and filtering
  • Data export

About

Data wrangling and cleaning project using Python, Pandas, and Jupyter Notebook.

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