Plots

This is a notebook for python plots using Matplotlibs, Seaborn. etc, from This Top 50 matplotlib Visualizations – The Master Plots (with full python code)

Table of Contents

1. Correlation
   • Scatter plot
   • Bubble plot with Encircling
   • Scatter plot with line of best fit
   • Jittering with stripplot
   • Counts Plot
   • Marginal Histogram
   • Marginal Boxplot
   • Correlogram
   • Pairwise Plot
2. Deviation
   • Diverging Bars
   • Diverging Text
   • Diverging Dot Plot
   • Diverging Lollipop Chart with Markers
   • Area Chart
3. Ranking
   • Ordered Bar Chart
   • Lollipop Chart
   • Dot Plot
   • Slope Chart
   • Dumbbell Plot
4. Distribution
   • Histogram for Continuous Variable
   • Histogram for Categorical Variable
   • Density Plot
   • Density Curves with Histogram
   • Joy Plot
   • Distributed Dot Plot
   • Box Plot
   • Dot + Box Plot
   • Violin Plot
   • Population Pyramid
   • Categorical Plots
5. Composition
   • Waffle Chart
   • Pie Chart
   • Treemap
   • Bar Chart
6. Change
   • Time Series Plot
   • Time Series with Peaks and Troughs Annotated
   • Autocorrelation Plot
   • Cross Correlation Plot
   • Time Series Decomposition Plot
   • Multiple Time Series
   • Plotting with different scales using secondary Y axis
   • Time Series with Error Bands
   • Stacked Area Chart
   • Area Chart Unstacked
   • Calendar Heat Map
   • Seasonal Plot
7. Groups
   • Dendrogram
   • Cluster Plot
   • Andrews Curve
   • Parallel Coordinates