Web Reference: This interpolates values based on time interval between observations. ‘index’: The interpolation uses the numerical values of the DataFrame’s index to linearly calculate missing values. Dec 1, 2025 · In this tutorial, we’ll walk through a step-by-step workflow to: - Detect missing data and inconsistent 5-minute intervals. - Regularize the time index to enforce consistent 5-minute intervals. - Interpolate missing values using methods tailored to time series data. Feb 14, 2026 · Spline interpolation fills missing values in the "Customers" column by fitting a smooth curve through the existing data points. This method captures more complex patterns than linear interpolation and provides smoother estimates for missing values.
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