Two Files, One Picture

Over the last four lessons, we cleaned both marathon files: renamed columns, removed duplicates, fixed text, and converted types. Both share a runner_id column. Now it's time to combine them. pd.concat() stacks DataFrames. merge() joins them side by side on a shared key.