DataFrame CSV Cleaner A simple Python tool to load, clean, and analyze CSV data. It provides a set of functionalities to explore, clean, and export CSV data using a DataFrame.
Features
Basic data exploration (describe, dtypes, null values)
Cleaning operations (null removal, duplicate removal, outlier removal)
Visualization of data with histograms and correlation matrix
CSV export functionality
Requirements
To run this project, you need to install the libraries listed below. You can install the dependencies using pip.
pandas
numpy
matplotlib
seaborn
You can install the dependencies with the following command:
pip install pandas numpy matplotlib seaborn
Usage The script expects a CSV file as an argument when executed. The file name should be passed via the command line:
python Csv_cleaner.py path_to_your_file.csv
License This project is licensed under the GNU General Public License v3.0 - see the LICENSE file for details.