The Data Analysis Tool is a Python application designed to read CSV and Excel files, perform data cleaning, and generate visualizations such as bar charts and pie charts. It leverages the pandas and Matplotlib libraries to facilitate data analysis and visualization.
Features
Load data from CSV or Excel files.
Perform basic data cleaning (remove duplicates, handle missing values).
Generate visualizations (bar charts and pie charts) for specified columns.
Prerequisites
Make sure you have Python installed along with the following libraries:
Data Analysis Tool
Overview
The Data Analysis Tool is a Python application designed to read CSV and Excel files, perform data cleaning, and generate visualizations such as bar charts and pie charts. It leverages the
pandasandMatplotliblibraries to facilitate data analysis and visualization.Features
Prerequisites
Make sure you have Python installed along with the following libraries:
pandasmatplotlibopenpyxl(for reading Excel files)You can install the required libraries using pip: