https://github.com/mikaremi/simple-data-cleaning

https://github.com/mikaremi/simple-data-cleaning

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/mikaremi/simple-data-cleaning
• Owner: Mikaremi
• Created: 2024-07-29T11:27:09.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-07-29T11:34:23.000Z (6 months ago)
• Last Synced: 2024-07-29T14:47:09.273Z (6 months ago)
• Language: Jupyter Notebook
• Size: 37.1 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Simple-Data-Cleaning

The steps included:

* Stripping trailing and leading spaces form the columns in the dataset

* Addressing the NaN values by replacing them with np.nan

* Standardizing the date colum (vist date)

* filling the missing values in the numeric columns using the mean strategy

* filling the missing values in the categorical columns using a place holder or a most frquent value '(mode()[0])'

* Saving the cleaned data to new csv file