An Exploratory data Analysis Application.
- The “Exploratory Data Analysis (EDA) App” is a Streamlit application that utilizes the pandas profiling library to quickly and easily perform exploratory data analysis on any dataset.
- The app allows users to upload a CSV file and generate a comprehensive report of the dataset, including summary statistics, missing values, correlation, and other relevant information.
- The pandas profiling library is a powerful tool that automates the process of performing EDA, saving users time and effort.
- The report generated by the app is interactive, allowing users to easily navigate through the data and identify patterns, outliers, and other insights.
- Users can also download the report as a HTML file. The user interface is simple and easy to navigate, and the app can be used by data scientists, business analysts, and anyone who needs to perform EDA on a dataset.
- The app is also a great tool for data cleaning and data preparation, allowing users to quickly identify any errors or outliers in the data and make informed decisions on how to handle them.