How can I clean my dataset in R?
An example of an AI chatbot conversation about data cleaning in R.
How can I clean my dataset in R?
You can use packages like dplyr and tidyr for data cleaning. What specific issues are you facing?
I have missing values and some outliers in my data.
For missing values, you can use na.omit() to remove them or fill() from tidyr to replace them. For outliers, consider using the IQR method to identify and handle them.
Can you show me an example of how to use the IQR method?
Sure! You can calculate the IQR with IQR(data$column) and then filter out the outliers using logical conditions. Would you like a code snippet?
Yes, please provide a code snippet!
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