Linear interpolation with Pandas

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In this video I explain how linear interpolation works in theory, and how ca we use it in Pandas to fill in missing values like NaN.
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Thank you!
I've yet to test it but when interpolating time series, where the x are dates, would it be using float versions of the dates as x values?

nagusameta