Learn how to rename Pandas DataFrame columns by removing dollar sign prefixes. Discover multiple methods including str.replace(), list comprehension, and rename() function with practical examples and performance comparisons.
Learn the correct methods to add a new column to a pandas DataFrame with non-continuous indices. Discover multiple approaches including direct assignment, assign(), insert(), and index alignment techniques. Fix common alignment errors and maintain your DataFrame structure.