The Interactive Visualization Gap in Initial Exploratory Data Analysis
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- Type
- article
- Published
- 2018-01-01
- Cited by
- 87
- References
- 67
- OpenAlex
- https://openalex.org/W2751110224
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:963684
Keywords
Visualization, Computer science, Data visualization, Interactive visualization, Workflow
References
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- Meeting Data Workforce Needs: Indicators Based on Recent Data Curation Placements
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- ggplot2: Elegant Graphics for Data Analysis
- Polaris: a system for query, analysis and visualization of multi-dimensional relational databases
- Visual Parameter Space Analysis: A Conceptual Framework
- Big Data Analysis with Interactive Visualization using R packages
- Opening the Black Box: Strategies for Increased User Involvement in Existing Algorithm Implementations
- Participatory Visualization with Wordle
- Technology for promoting scientific practice and personal meaning in life-relevant learning
- An undergraduate degree in data science: curriculum and a decade of implementation experience
- Contextual Design: Evolved
- DIA2: Web-based Cyberinfrastructure for Visual Analysis of Funding Portfolios
- Rapid Contextual Design: A How-To Guide to Key Techniques for User-Centered Design
- Spotfire: an information exploration environment
- The Parable of Google Flu: Traps in Big Data Analysis
- Declarative interaction design for data visualization
Cited by
- DataSite: Proactive visual data exploration with computation of insight-based recommendations
- Vistrates: A Component Model for Ubiquitous Analytics
- iStoryline: Effective Convergence to Hand-drawn Storylines
- Beyond Roll-Up's and Drill-Down's: An Intentional Analytics Model to Reinvent OLAP (long-version)
- Towards Characterizing Domain Experts as a User Group
- ASSESSMENT OF PRACTICAL APPLICABILITY OF VISUAL INVESTIGATION MEANS
- InsideInsights: Integrating Data‐Driven Reporting in Collaborative Visual Analytics
- Visualization in the preprocessing phase: an interview study with enterprise professionals
- You can't always sketch what you want: Understanding Sensemaking in Visual Query Systems
- There Is No Spoon: Evaluating Performance, Space Use, and Presence with Expert Domain Users in Immersive Analytics
- Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study
- Advantages of Interactive Visualization Tools in Planning Tasks
- Visualization in the preprocessing phase: Getting insights from enterprise professionals
- Preprocessing Profiling Model for Visual Analytics
- Usage of Visualization Techniques in Data Science Workflows
- Deriving Big Data insights using Data Visualization Techniques
- Visualization in Notebook-Style Interfaces
- Participatory Visualization Design as an Approach to Minimize the Gap between Research and Application
- Streaming Analytics and Workflow Automation for DFS
- A Distance-Preserving Matrix Sketch
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