Top 50 Matplotlib Visualizations with python code

https://www.machinelearningplus.com/plots/top-50-matplotlib-visualizations-the-master-plots-python/

Contents

Correlation

1. Scatter plot
2. Bubble plot with Encircling
3. Scatter plot with line of best fit
4. Jittering with stripplot
5. Counts Plot
6. Marginal Histogram
7. Marginal Boxplot
8. Correlogram
9. Pairwise Plot

Deviation

1. Diverging Bars
2. Diverging Texts
3. Diverging Dot Plot
4. Diverging Lollipop Chart with Markers
5. Area Chart

Ranking

1. Ordered Bar Chart
2. Lollipop Chart
3. Dot Plot
4. Slope Chart
5. Dumbbell Plot

Distribution

1. Histogram for Continuous Variable
2. Histogram for Categorical Variable
3. Density Plot
4. Density Curves with Histogram
5. Joy Plot
6. Distributed Dot Plot
7. Box Plot
8. Dot + Box Plot
9. Violin Plot
10. Population Pyramid
11. Categorical Plots

Composition

1. Waffle Chart
2. Pie Chart
3. Treemap
4. Bar Chart

Change

1. Time Series Plot
2. Time Series with Peaks and Troughs Annotated
3. Autocorrelation Plot
4. Cross Correlation Plot
5. Time Series Decomposition Plot
6. Multiple Time Series
7. Plotting with different scales using secondary Y axis
8. Time Series with Error Bands
9. Stacked Area Chart
10. Area Chart Unstacked
11. Calendar Heat Map
12. Seasonal Plot

Groups

1. Dendrogram
2. Cluster Plot
3. Andrews Curve
4. Parallel Coordinates