Datacleaner
A Python tool that automatically cleans data sets and readies them for analysis.
About
datacleaner is a Python tool designed to automate the cleaning of data sets, making them ready for analysis. It works with pandas DataFrames and offers features such as dropping rows with missing values, replacing missing values with the mode or median, and encoding non-numerical variables into numerical equivalents. This tool is particularly useful for data scientists and analysts looking to streamline their data preprocessing tasks.
Open Source Health
- Stars
- 1,078
- Forks
- 205
- License
- MIT
- Last commit
- 7 years ago
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Vendor
Randy Olson
Open-source project on GitHub: Datacleaner
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