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Easy grouped bar charts in Python

Towards Data Science

A plot that I often want to create, but fail to remember how to, is a bar chart where there are two or more bars per entry or row from a DataFrame. The purpose of this is to compare two different…

Clustered & Overlapped Bar Charts

Towards Data Science

Why: Clustered Bar Charts (CBC) display numerical information about the relative proportion that exists between a main category and its subgroups that belongs to a second categorical variable…

How to Create a Grouped Bar Chart With Plotly Express in Python

Towards Data Science

When you create a grouped bar chart, you need to use plotly.graph_objects. In this article, you will learn how to create a grouped bar chart by using Plotly.express. Plotly Express is a high-level…

Create a grouped bar chart with Matplotlib and pandas

Analytics Vidhya

As I was working on freeCodeCamp’s Data Analysis with Python certification, I came across a tricky Matplotlib visualization: a grouped bar chart. I’ve been making my way through the projects, but the…...

Make a Nested Bar Chart with Seaborn

Towards Data Science

A nested bar chart is a visualization method that compares multiple measurements within categories. One of these measurements represents a secondary or background measure, such as a target or previous...

More user-friendly alternative for the stacked bar chart.

Analytics Vidhya

This time I’ll focus on another way of presenting the Likert scale. The original chart by PEW Research Center inspired me to explore the diverging chart, which, in my opinion, is a better way of…

Mastering Python Stacked Bar Charts: Visualize Complex Data with Ease

Python in Plain English

In the fast-paced, data-driven world we live in, the ability to effectively visualize and communicate insights from complex datasets has become an essential skill for professionals across industries. ...

Bringing order into bar chart chaos

Towards Data Science

Bringing Order into Bar Chart Chaos Ordering the bars in a single and faceted ggplot2 bar chart Image by Author We all like order (or at least most of us). It helps us organize our thoughts and gives...

Stacked Bar Graphs, Why & How

Towards Data Science

Why: stacked bar graphs (SBG) show the quantitative relationship that exists between a main category and its subcategories. Each bar represents a principal category and it is divided into segments…

Grouped Barplot With Error Bars in R

Towards Data Science

A comprehensive guide to data preparation and visualization Photo by Paulius Dragunas on Unsplash Barplots are an essential and widely used visualization tool for several reasons. They are excellent ...

Clustered & Overlapped Bar Charts with Plotly Express

Towards Data Science

Clustered (Grouped) Bar Charts display numerical information about the relative proportion that exists between a main category and its subgroups (subcategories) that belong to a second categorical…

Build a Better Bar Chart with This Trick

Towards Data Science

Whenever I need inspiration for effective visualizations, I browse The Economist , the Visual Capitalist , or The Washington Post . During one of these forays, I ran across an interesting infographic ...