Working with messy data sets is a common challenge.
Simon Rosner
3 replies
What are your favorite tools or techniques for cleaning and transforming data to make it analysis-ready?
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Gurkaran Singh@thestarkster
Cleaning messy data is like untangling headphone wires - time-consuming but necessary! I rely on the dynamic duo of Python libraries like Pandas and Numpy to whip data into shape for smooth analysis. How do you tackle your data cleaning dilemmas?
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I used to do it on excel.
OpenRefine is really helpful for cleaning data. It can remove duplicates and fix errors