Next Steps

Now that we have cleaned our data, you are ready to dive into data manipulation with pandas. If you want to review cleaning data with Pandas before continuing onward, here are some of our favorite resources:

1. Working with Missing Data
2. Detect and Remove the Outliers using Python
3. Pandas - Fixing Wrong Data
4. Pandas - Cleaning Data with Wrong Format