That is a fair counterpoint, but if that were the case, there would always be more context accessible, e.g. the agent could do a `df.head()` to get an overview of the data and columns (which would indicate financial indices) or there would be code after that which would give strong signal that the intent is financial indices and not the DataFrame index.

This is why vague examples in blog posts aren't great.