Varieties of Democracy (V-Dem) Dataset
Business Profile
Core Value Proposition
Varieties of Democracy (V-Dem) provides a multidimensional, disaggregated dataset that measures democracy beyond elections.
Target Customer
Researchers in political science, policy makers, practitioners in international development, and academic/public policy institutions.
Key Differentiator
Key differentiators include 600+ indicators collected annually from 1789 to the present, five high-level principles of democracy (electoral, liberal, participatory, deliberative, egalitarian), a global network of 4,000+ country experts, and advanced measurement methods (Bayesian IRT) with uncertainty estimates, plus associated tools and outputs (graphing tools, Democracy Reports, policy briefs).
Implementation Timeline
Not explicitly specified in content; references indicate annual dataset updates and outputs (e.g., Democracy Report 2025).
Pain Points
- 1Democracy is more than elections and requires multi-dimensional measurement across multiple principles.
- 2Need for highly disaggregated, country-year indicators that are comparable over time and across countries.
- 3Ensuring data quality and comparability given diverse sources and expert judgments.
Key Features
- 1V-Dem Dataset with 600+ indicators annually from 1789 to the present
- 2ERT Dataset and V-Party Dataset (additional datasets)
- 3Graphing Tools to visualize V-Dem data
- 4Democracy Reports and Policy Briefs
- 5Dataset downloads and access via Demscore integration
Target Customer Industries
Decision Makers
- 1Principal Investigators
- 2Project Manager
- 3Regional Manager
- 4Country Coordinator
- 5Country Expert
- 6Director (e.g., Director of V-Dem Regional Center)
- 7Professor
- 8Associate Professor
- 9Lecturer
Client Results
- 1Access to a comprehensive, multi-dimensional democracy dataset for research and policy analysis
- 2Ability to visualize data with specialized graphing tools
- 3Policy-relevant outputs including Democracy Reports and policy briefs
- 4Large-scale, longitudinal data enabling nuanced analysis of democratic components
Competitive Advantages
- 1Multidimensional and highly disaggregated democracy measurement across five principles
- 2Extensive historical coverage (1789–present) and 600+ indicators
- 3Global expert network (4,000+ Country Experts) enhancing local knowledge and reliability
- 4Robust methodology including Bayesian IRT to address measurement error and differential item functioning
- 5Available outputs and tools (Democracy Reports, Graphing Tools, Demscore) for researchers and policymakers
Key Benefits
Additional Product Information
Product Description
A multidimensional, disaggregated dataset that measures democracy beyond elections, including multiple datasets (V-Dem Dataset, ERT Dataset, V-Party Dataset), Democracy Reports, graphing tools, and policy briefs, with a global network of country experts and advanced measurement methods.
Target Market
Researchers, policymakers, and practitioners in political science, public policy, and international development seeking comprehensive democracy indicators and policy-oriented analyses.
Unique Value Proposition
Large-scale, highly disaggregated democracy data collected by a global network of country experts, with rigorous measurement methods and practical outputs (reports, graphs) to advance research and policy decisions.
Technical Requirements
Data access via datasets downloads and graphing tools; data collection via online surveys from Country Experts; methodology includes Bayesian IRT; Demscore integration for some data access
Pricing Model
Not disclosed
Companies Solving Similar Problems
Based on matching: problems solved, target roles, key features, industries
Columbia University Department of Computer Science (Columbia CS)
Columbia University Department of Computer Science provides advanced computer science education and cutting-edge research opportunities through its degree programs, faculty-led labs, and industry collaborations.
Baeldung Courses
Baeldung Courses provides comprehensive, practical Java and Spring training through online courses and All Access licenses, delivering video and text lessons, certificates of completion, and project-based material to help developers build production-grade APIs and secure applications.
ACM Queue
ACM Queue provides in-depth, practitioner-focused content on software engineering and computer science, including case studies and interviews that reveal lessons learned from real projects.
Hootsuite
Hootsuite provides a comprehensive social media management tool that helps users streamline their social media marketing by integrating scheduling, content creation, analytics, and social listening in one place.
Data & Society
Data & Society provides research and policy analysis on the social implications of data-centric technologies and automation.
Penn CIS (Computer and Information Science Department, Penn Engineering)
Penn CIS provides undergraduate and graduate computer and information science education and research within Penn Engineering, supported by affiliated research centers.
Get More Profiles Like This
Join 2,000+ professionals getting weekly sales intelligence updates from GoAgentic
Ready to Transform Your Sales Pipeline?
Join 700+ sales professionals automating outreach with AI.
Start Free Trial
No credit card required