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Master Data Visualization with Python Bar Chart: Tips, Examples, and Techniques #4

Mustafa Celik
20 min readSep 19, 2023

Previous Post (Line Chart)

Table of Contents:

1. Introduction
1.1 What is a Bar Chart?
1.2 When to Use a Bar Chart
1.2.1 Compare Quantities or Values Across Different Categories
1.2.2 Display Changes or Trends in Data Over Time
1.2.3 Visualize the Distribution of a Single Category
1.3 Python Libraries with Bar Chart Functionality
1.3.1 Using Matplotlib
1.3.2 Using Seaborn (built on Matplotlib)
1.3.3 Using Plotly
1.3.4 Using Pandas

2. Creating Bar Charts with Python
— Scenario 1: Sales Performance Comparison
— Scenario 2: Student Grades Comparison
— Scenario 3: Monthly Expenses Comparison
— Scenario 4: Product Sales Comparison
— Scenario 5: Temperature Comparison

3. Practical Tips for Customizing Bar Charts
3.1 Customizing Colors and Styles
3.2 Handling Labels and Annotations
3.3 Adjusting Bar Width and Spacing
3.4…

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