Statistical Plots

Contents

Statistical Plots#

Statistical visualizations help to understand the distribution of values, identify outliers, and explore relationships between variables.

Recipes#

  • Boxplot — Compare distributions across flats or months

  • Histogram — Show how often each value occurs

  • Density Plot by Season — Compare the distribution of a variable across the seasons

  • Correlation & Scatter — Find variables that move together

  • Outlier Detection — Flag implausible values with the IQR method

  • Autocorrelation — Find repeating cycles (daily, weekly) in a time series

  • Cross-Correlation — Find the time lag between two signals

Contents