8.2 Introduction to interactive data visualization
4 min read•july 30, 2024
is a game-changer in data journalism. It lets readers dive deep into complex datasets, uncovering hidden patterns and trends. By allowing users to explore data dynamically, these visualizations make stories more engaging and accessible.
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Creating interactive visualizations requires a mix of design skills and technical know-how. From choosing the right chart types to implementing , journalists must consider various factors to effectively communicate their data-driven stories and keep readers hooked.
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Interactive Data Visualizations for Data Journalism
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Benefits of Interactive Data Visualizations
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Enable users to explore and engage with data dynamically uncovering insights and patterns not apparent in
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Present complex datasets in a more accessible and understandable format facilitating audience comprehension of key concepts and trends
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Enhance storytelling by allowing readers to dive deeper into the data and explore different aspects of a story at their own pace
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Provide context and additional information to support data-driven stories
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- Allow users to filter data by specific criteria
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- View data from different perspectives
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Increase engagement and encourage readers to spend more time exploring a story through user interaction with data
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Use Cases for Interactive Data Visualizations
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Explore large datasets (census data, social media data)
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Compare multiple variables (income levels across different regions, crime rates over time)
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Track changes over time (stock prices, population growth)
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Present geographic data (election results by state, climate patterns across a continent)
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Visualize data with strong spatial or temporal components
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Creating Interactive Visualizations
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Fundamental Concepts
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Understand data visualization principles
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Choose appropriate chart types ([bar charts](https://www.fiveableKeyTerm:Bar_Charts) for comparisons, [line charts](https://www.fiveableKeyTerm:line_charts) for trends over time)
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Use color effectively (consistent color schemes, consider color blindness)
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Design for [clarity](https://www.fiveableKeyTerm:Clarity) and readability (legible fonts, avoid clutter)
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
Utilize to create dynamic and responsive user interfaces
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
- [HTML](https://www.fiveableKeyTerm:HTML) for structure
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
- [CSS](https://www.fiveableKeyTerm:CSS) for styling
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
- [JavaScript](https://www.fiveableKeyTerm:JavaScript) for interactivity
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
Implement linking data to visual elements
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Shapes
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Colors
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Positions on a chart or map
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
Incorporate interaction techniques for
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- [Hovering](https://www.fiveableKeyTerm:hovering) to reveal [tooltips](https://www.fiveableKeyTerm:tooltips)
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
- [Clicking](https://www.fiveableKeyTerm:clicking) to [drill down](https://www.fiveableKeyTerm:drill_down) into data
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Dragging to pan or zoom
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
Apply and to focus on data subsets or view data in different orders
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Filter by date range or category
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Sort by value or alphabetically
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Use and to guide users and highlight changes or trends
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Animate chart elements appearing or updating
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Transition between different data views smoothly
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Employ techniques for cross-device compatibility
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
- Adapt layout and sizing for different screen sizes
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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1 of 3
- Optimize performance for mobile devices
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Process and transform data for use in interactive visualizations
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
1 of 3
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Convert data types (parse dates, convert strings to numbers)
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Static vs Interactive Visualizations
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Design Differences
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Static visualizations are fixed, while interactive visualizations enable user exploration through interaction techniques
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Interactive visualizations require more complex design considerations
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Designing for different screen sizes and devices
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Creating clear and intuitive user interfaces
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Static visualizations convey a specific message, while interactive visualizations allow users to draw their own conclusions
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Interactive visualizations may require more and transformation
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Larger datasets
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- More complex data structures
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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User Experience Differences
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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is key in interactive visualization design
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Effectiveness depends on ease of [navigation](https://www.fiveableKeyTerm:navigation) and interaction
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Interactive visualizations may require more and iteration to ensure intuitive and effective design
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Static visualizations are often faster and easier to create than interactive ones
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Interactive visualizations require more development time
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Interactive visualizations require more testing and refinement
Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Effectiveness of Interactive Visualizations
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Evaluating Engagement and Communication
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
Is this image relevant?
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Measure how well it engages users and communicates key insights and messages
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Track user
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Time spent interacting
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Number of interactions
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Depth of exploration
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Assess clarity and of user interface
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Users should navigate and interact without confusion or frustration
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Evaluate and engagement of design
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Use color, typography, and design elements to draw users in
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Encourage exploration through engaging visuals
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Top images from around the web for Interactive Data Visualizations for Data Journalism
Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Data Journalism: The GIJN Collection – Global Investigative Journalism Network View original
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Analyze how well it supports the narrative and key messages of the data-driven story
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Ensure key insights and trends are highlighted, not just raw data presented without context
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Top images from around the web for Interactive Data Visualizations for Data Journalism
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Gathering User Feedback
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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Conduct user testing to evaluate effectiveness
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- Gain insights into user interaction patterns
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- Identify areas for improvement based on user feedback
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Consider target audience's data literacy and subject matter familiarity
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- Design visualizations with intended audience in mind
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Illustrations for the Data Journalism Handbook – Open Knowledge Foundation blog View original
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- Provide appropriate context and explanations for less familiar audiences
Key Terms to Review (34)
Aggregate data: Aggregate data refers to the collection of data points grouped together for statistical analysis, summarizing information across a larger dataset. This type of data is essential for understanding trends, patterns, and averages, which helps in decision-making and providing insights. Aggregate data can simplify complex datasets, making them easier to interpret and visualize, particularly in interactive visualizations where users can interact with summarized information to gain deeper insights.
Animations: Animations are visual representations that show changes in data over time or through interactions, enhancing the user's understanding of complex information. They can make static data come alive, allowing viewers to see trends, patterns, and relationships that might be missed in traditional static visuals. This dynamic form of storytelling is crucial in interactive data visualization, as it engages users and can make the experience more intuitive and informative.
Bar Charts: Bar charts are graphical representations of data that use rectangular bars to show the values of different categories. The length of each bar is proportional to the value it represents, making it easy to compare different groups or track changes over time. Bar charts are crucial in presenting standardized and formatted data, allowing for clear communication of information to various audiences.
Clarity: Clarity refers to the quality of being easily understood, which is crucial in presenting data stories, selecting appropriate chart types, and creating visualizations. It ensures that the information conveyed is straightforward and comprehensible, allowing audiences to grasp the key messages without confusion. Clarity not only enhances the communication of data but also increases engagement and retention, making it a vital aspect in the effective presentation of information.
Clicking: Clicking refers to the action of using a mouse or similar device to select or interact with elements in an interactive data visualization. This action enables users to explore and manipulate data representations, enhancing their understanding of the underlying information. It is a fundamental aspect of user interaction that allows for deeper engagement and insight within visual data displays.
Color Theory: Color theory is a set of principles and guidelines used to understand how colors interact, combine, and influence visual perception. It provides the framework for creating harmonious color palettes, which is crucial in design, visual storytelling, and data visualization. By understanding color relationships and their emotional impacts, creators can enhance communication and engagement in visual representations of data.
CSS: CSS, or Cascading Style Sheets, is a stylesheet language used for describing the presentation of a document written in HTML or XML. It allows web designers to control the layout, colors, fonts, and overall aesthetics of web pages. By separating content from design, CSS plays a crucial role in making interactive data visualizations visually appealing and accessible across various devices.
Data binding: Data binding is a programming technique that establishes a connection between user interface elements and data sources, enabling dynamic updates and interaction. This approach allows visual components of a web application to automatically reflect changes in the underlying data without the need for manual updates, making it essential for creating interactive and responsive visualizations. Data binding enhances user experience by allowing real-time data manipulation and visualization within web applications.
Data exploration: Data exploration is the process of analyzing and visually representing data to discover patterns, relationships, and insights before conducting further analysis. This phase often involves using interactive tools to manipulate data dynamically, making it easier to identify trends and anomalies. By engaging in data exploration, analysts can formulate hypotheses and determine the best approaches for more rigorous analysis.
Data processing: Data processing is the systematic transformation of raw data into meaningful information through various stages, including collection, organization, analysis, and interpretation. This process is essential for making sense of large datasets and helps in revealing insights that inform decisions. It encompasses multiple steps such as cleaning, sorting, and visualizing data, all of which play a crucial role in effective storytelling and transparency.
Drill down: Drill down refers to the process of navigating through layers of data to gain deeper insights and detailed information. This technique allows users to start from a broad overview and progressively access more specific data points, enhancing understanding and analysis in interactive data visualization. It empowers users to identify trends, anomalies, and underlying factors that may not be immediately apparent at a higher level.
Dynamic visualizations: Dynamic visualizations are interactive graphical representations of data that allow users to engage with the data in real time, often enabling them to manipulate and explore different aspects of the information. These visualizations can change based on user input, such as filtering, zooming, or selecting specific data points, making the experience more immersive and informative. They are essential for understanding complex datasets and revealing patterns that static images cannot convey.
Engagement metrics: Engagement metrics are quantifiable measures used to assess the level of interaction and involvement that an audience has with content, particularly in digital media. These metrics help journalists and content creators understand how their audience is responding, which can inform future strategies for storytelling and data presentation. By analyzing engagement metrics, one can gain insights into what captures attention and fosters deeper connections with the audience.
Filtering: Filtering is the process of selectively displaying data based on specific criteria to enhance the clarity and relevance of information in interactive data visualizations. By applying filters, users can focus on particular segments of data, making it easier to analyze trends, identify patterns, or extract insights from complex datasets. This functionality is crucial for user engagement and effective data storytelling.
Hovering: Hovering refers to the interactive feature in data visualization where an element remains stationary in a graphical interface while the cursor or pointer is moved over it. This action typically reveals additional information or enhances the visibility of data points, making it a crucial component in enhancing user engagement and understanding within interactive visualizations.
HTML: HTML, or HyperText Markup Language, is the standard language used for creating and designing documents on the web. It structures web pages using elements like tags, which help define headings, paragraphs, links, images, and other content. In the context of interactive data visualization, HTML serves as the backbone that allows for the integration of various multimedia and interactive elements, facilitating the presentation of complex data in a user-friendly way.
Interactive data visualization: Interactive data visualization refers to graphical representations of data that allow users to engage with the information dynamically, manipulating variables or exploring different perspectives. This type of visualization enhances understanding by enabling users to filter, zoom, and drill down into datasets, making it easier to discover patterns and insights. By combining visual appeal with user interaction, interactive data visualization transforms static information into an engaging experience, fostering deeper analysis and interpretation.
Intuitiveness: Intuitiveness refers to the ease with which users can understand and interact with a system or interface without needing extensive training or instruction. It plays a crucial role in user experience design, especially for interactive data visualizations, where users should be able to derive insights quickly and efficiently through intuitive controls and layouts.
JavaScript: JavaScript is a versatile, high-level programming language primarily used for creating interactive and dynamic content on websites. It allows developers to manipulate web page elements, validate user inputs, and respond to user actions, making it a fundamental tool for enhancing user experience and engagement. Its compatibility with various libraries and frameworks enables seamless integration into web scraping and interactive data visualization projects.
Line charts: Line charts are graphical representations of data points connected by straight line segments, often used to display trends over time. They are particularly effective in illustrating changes in data across continuous intervals, helping viewers quickly identify patterns and fluctuations. Line charts are commonly employed in various fields, including data journalism, due to their ability to convey complex information in a simple and accessible manner.
Navigation: Navigation refers to the process of planning and directing the movement through a digital environment, allowing users to interact with information effectively. This concept is crucial for interactive data visualization as it helps users understand complex datasets by guiding them through various layers of information, ensuring they can easily locate and comprehend the insights presented.
Panning: Panning is a feature in interactive data visualization that allows users to move the view horizontally or vertically across a visual representation of data. This capability enhances user engagement by providing a way to explore large datasets without losing context, allowing individuals to navigate through the information fluidly. Panning is often used in conjunction with zooming features, creating a dynamic exploration environment for users to better understand trends and relationships in the data.
Responsive design: Responsive design is an approach to web design that ensures a website's layout and content adapt seamlessly to different screen sizes and devices. This method prioritizes user experience by providing optimal viewing and interaction, regardless of whether users are on a desktop, tablet, or smartphone. It incorporates fluid grids, flexible images, and CSS media queries to create an interface that is both visually appealing and functional across various platforms.
Sorting: Sorting is the process of arranging data in a specific order, often based on certain criteria or attributes. In the context of interactive data visualization, sorting helps users make sense of large datasets by organizing information in a way that highlights patterns, trends, or specific details. By enabling users to customize the order of data presentation, sorting enhances the overall experience and effectiveness of visual analysis.
Static visualizations: Static visualizations are visual representations of data that do not allow for user interaction or real-time updates. These can include charts, graphs, and infographics that present information in a fixed format, making it easier for audiences to quickly understand complex data at a glance. While they lack interactivity, static visualizations can effectively convey key insights and trends through clear design and thoughtful presentation.
Tooltips: Tooltips are small informational boxes that appear when a user hovers over or clicks on a specific element in a digital interface, providing contextual information or additional details about that element. They enhance user experience by offering explanations, guidance, or data points without cluttering the visual space. Tooltips are commonly used in interactive data visualizations and web applications to make complex information more digestible and user-friendly.
Transitions: Transitions refer to the animations and visual effects that occur when changing from one state to another in interactive data visualization. They play a crucial role in enhancing user experience by providing clear indications of changes in data, guiding the viewer’s attention, and making the visualization more engaging and easier to understand.
User engagement: User engagement refers to the interaction and involvement of users with a digital product or platform, measured through various metrics such as time spent, frequency of use, and emotional connection. High user engagement indicates that users find value and relevance in the content or features provided, leading to a more satisfying experience. In the context of interactive data visualization, user engagement is crucial as it drives users to explore, understand, and derive insights from data presentations actively.
User experience: User experience refers to the overall impression and satisfaction a person has when interacting with a product or service, especially in the context of digital platforms. It encompasses various elements such as usability, accessibility, and the emotional response generated during the interaction. A positive user experience is crucial for engaging audiences effectively and ensuring that data-driven stories and visualizations resonate with users.
User Testing: User testing is a method of evaluating a product or system by observing real users as they interact with it, allowing designers and developers to identify usability issues and gather feedback for improvement. This process is crucial in ensuring that interactive data visualizations meet user needs and are intuitive to navigate. By engaging with users directly, teams can make informed decisions that enhance the overall user experience.
User-friendly interfaces: User-friendly interfaces refer to designs that prioritize the ease of use and accessibility for the end-user, ensuring that interactions with software or applications are intuitive and straightforward. These interfaces utilize clear navigation, simple layouts, and engaging visuals to enhance the user experience, ultimately allowing users to effectively interact with data without technical barriers.
Visual appeal: Visual appeal refers to the aesthetic attractiveness of a visual presentation, which plays a crucial role in capturing an audience's attention and enhancing the effectiveness of communication. In interactive data visualization, it involves thoughtful design choices such as color schemes, layout, and typography, which together create engaging and informative displays that facilitate understanding and encourage exploration of the data.
Web technologies: Web technologies are the tools and standards used to create and manage websites and web applications, enabling communication, interactivity, and data visualization on the internet. These technologies include programming languages, frameworks, and protocols that allow developers to build user-friendly interfaces and facilitate the presentation of complex data in an engaging way. The role of web technologies is crucial in the creation of interactive data visualizations that make information more accessible and understandable to users.
Zooming: Zooming is a technique used in interactive data visualization that allows users to focus on specific areas of a visual representation by changing the scale of the view. This feature enhances the exploration of data by enabling users to drill down into details or to get an overview of broader trends. It can also improve user engagement by allowing for a more tailored experience, as viewers can zoom in and out based on their interests or specific questions.