By automating data cleaning, you can save hours of manual time and effort to get accurate and complete data sets for future analysis and reporting.
In this tutorial, we'll show you how to leverage ChatGPT to automate your data cleaning.
Many of these actions can be performed within spreadsheets, but working with ChatGPT becomes powerful when you start asking for non-traditional data transformations.
Steps:
- Upload your data file and ask ChatGPT to remove duplicates
- Request blank rows be removed
- Insert placeholder values in blank cells
- Ask for values to be standardized with specific formatting
- Label data based on defined rules
Once you complete this tutorial, you should check out our tutorial on how to analyse sales data with ChatGPT as a next step.