Advanced Data Visualization in SPSS

Welcome to Data Visualization Using IBM SPSS Statistics, a comprehensive course designed to help you create professional, insightful, and publication-quality charts and visualizati...

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Foundation

Published 2026 · Last updated Aug 2026

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Course overview

Course Overview

Welcome to Data Visualization Using IBM SPSS Statistics, a comprehensive course designed to help you create professional, insightful, and publication-quality charts and visualizations using IBM SPSS Statistics. Whether you are a student, researcher, data analyst, business professional, or academic, this course will equip you with the skills needed to transform complex datasets into meaningful visual stories.

The course covers the latest visualization tools and features available in IBM SPSS Statistics. You will learn how to create a wide range of charts, including bar charts, line graphs, scatter plots, histograms, box plots, pie charts, and other statistical visualizations. In addition to creating charts, you will learn how to customize layouts, colors, labels, fonts, and design elements to produce clear, professional, and publication-ready graphics. The course also focuses on selecting the most appropriate visualization for different types of data and effectively communicating statistical findings through visual storytelling.

By the end of this course, you will have the confidence to create, customize, interpret, and present high-quality data visualizations for research, business analytics, and academic publications.

Learning Outcomes

Create professional charts and data visualizations using IBM SPSS Statistics.

Customize graphs and charts to effectively communicate data insights.

Select appropriate visualization techniques for different types of statistical data.

Support data analysis and hypothesis testing with meaningful graphical presentations.

Produce publication-quality charts for research reports, dissertations, and presentations.

What you walk away with

Career Map & Skills You Gain

Every course adds to three macro skills. Log in to swap platform averages for your own numbers.

Financial skills

62th

percentile

Your salary vs. learners in these roles

After this course+14 pts → 76th

Data Analysis and Research Specialist

78% course score

Project Contributor

66% course score

Independent Practitioner

61% course score

Employability skills

71th

percentile

Quiz scores from the courses you finish

After this course+18 pts → 89th

Create professional charts and d...

64% course score

+6 pts

Customize graphs and charts to e...

70% course score

+7 pts

Select appropriate visualization...

76% course score

+8 pts

Support data analysis and hypoth...

82% course score

+8 pts

Life skills

48th

percentile

Life-skill test scores after each course

After this course+11 pts → 59th

Critical thinking

76% course score

+8 pts

Decision-making

71% course score

+7 pts

Analytical mindset

68% course score

+7 pts

Curriculum

2 modules · 13 lessons · 1 hr 47 min

Each module pairs the hand calculation with the same analysis in Excel, SPSS, R and Python.

Introduction to Advanced Data Visualization in SPSS