Python Data Analysis Tips - Plotly histogram add boxplot and count

Plotly Histogram with Boxplot

In Python, Plotly is a great tool in data analysis and does an amazing job of enhancing our analysis with its interactively and special built-in features. One thing I really love about the Plotly histogram plot is that it has a build option to add a boxplot above and to give us the value counts of each bin in our histogram.

Just like with Seaborn, we can also call the color argument in Plotly to change the color of our plots by calling the color argument.

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Histogram in Plotly

Interactive Histogram

Change bins from count to average of another feature

shape_pattern to change pattern by categoriy

easily add boxplot to histogram in plotly

add counts to each bin with Plotly histogram