Demscore

What Demscore does

Demscore is a Swedish national research e-infrastructure that provides free, open-access access to harmonized social science data for academic researchers, policymakers, and graduate students worldwide. The platform aggregates and reconciles datasets from six partner research institutes—V-Dem, UCDP/VIEWS, QoG, COMPLAB, REPDEM, and H-DATA—spanning democracy, organized violence, quality of government, social policy, representative democracy, and historical data. Demscore is structured as a collaboration led by the University of Gothenburg, with module hosting at Stockholm, Uppsala, and Umeå Universities, and is funded by the Swedish Research Council as a non-commercial, publicly funded infrastructure.

The core technology is a web-based download interface backed by a PostgreSQL database cluster and a proprietary data harmonization engine. The engine uses standardized Output Units (Country-Year, Dyad-Year, Cabinet-Date, Conflict-Year, Minister-Date, etc.) to reconcile different country definitions and identifier systems (V-Dem country units, Gleditsch-Ward, ISO codes) across modules, enabling more than 1,000 merge options across 145 datasets and 25,000+ variables. Users select variables via a self-service web portal, receive harmonized output in R, STATA, or CSV formats, and obtain unique download IDs that allow reproducible dataset retrieval across platform versions. Companion graphing tools—Country Graph, Variable Graph, Heatmap, Sparkline, Bubble, Radar, and multivariable charts—support in-browser exploration without download.

Demscore operates as a freemium, publicly funded infrastructure with no commercial revenue. All data, visualization tools, thematic dataset bundles, and technical documentation (codebooks, methodology, user handbook) are provided at no cost. The go-to-market model relies on academic conference presence (ECPR, APSA, SISP, ISA), hands-on university workshops, an annual Gothenburg conference, and organic community channels (LinkedIn, GitHub, Bluesky, Facebook, newsletter). Customer segments are horizontally distributed, with academic researchers as the primary user base and secondary use by policymakers, international organizations, and graduate students in the social sciences.

Name

Demscore

Legal name

Demscore

Website

https://demscore.se

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

1–10 employees

Short description

Demscore is a Swedish national research e-infrastructure providing free, harmonized access to social science datasets from six premier research institutes via a web-based download platform, serving academic researchers, policymakers, and graduate students worldwide.

Ownership category

akta.pro rank

Headquarters

HQ city

Gothenburg

HQ country

Sweden

HQ region

Europe

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Operations, Others

Revenue model

1. Free Access Data Infrastructure: Demscore is a publicly funded research e-infrastructure that provides free access to harmonized data. The platform is funded by the Swedish Research Council and is open access and free to use worldwide. No commercial revenue is generated from data access.

Pricing tiers

Go-to-market motion1 record

Distribution channels3 records

Marketing channels9 records

Core offering

Demscore is a web-based research e-infrastructure providing free, open-access harmonized social science data from six partner research institutes. Users can select variables across 145 datasets and 25,000+ variables, merge them through automated harmonization across country identifier systems, and download customized datasets in R, STATA, or CSV formats with reproducible download IDs.

Product overview

Demscore is a research e-infrastructure providing free access to harmonized data from six partner modules: V-Dem (democracy indices), UCDP/VIEWS (conflict data), QoG (quality of government), COMPLAB (social policy), REPDEM (representative democracy), and H-DATA (historical data). The platform operates through a core Data Download Interface that allows users to merge and download customized datasets in R, STATA, or CSV formats, complemented by Graphing Tools for visualization. Users can access data through various Output Units (Country-Year, Dyad-Year, Cabinet-Date, etc.) that standardize how data from different sources is structured and merged. The platform also offers 13 Thematic Datasets grouping variables by topic (Gender, Environment, Migration, etc.) and comprehensive documentation including codebooks, methodology papers, and user handbooks.

Differentiator

Problem solved

Functional benefit

Products and services

• Demscore Data Download Interface Web-based interface enabling users to select, merge, and download harmonized datasets from multiple partner modules. Offers customizable Output Units, file formats (R, STATA, CSV), and generates unique download IDs for reproducibility.
• Demscore Graphing Tools Suite of visualization tools including Country Graph, Variable Graph, Heatmap, Sparkline Charts, Comparison Graph, Bubble Chart, Radar Chart, Comparison Bubble Graph, and Multiple Variable Graph for exploring and visualizing Demscore data.
• V-Dem (Varieties of Democracy) Dataset providing comprehensive democracy indices including Electoral Democracy Index, Liberal Democracy Index, Egalitarian Democracy Index, and Deliberative Democracy Index, maintained by University of Gothenburg.
• UCDP/VIEWS (Uppsala Conflict Data Program / Violence Early-Warning System) Conflict data covering organized violence, interstate armed conflicts, internal armed conflicts, and early-warning predictions, maintained by Uppsala University.
• QoG (Quality of Government) Datasets on quality of government indicators, corruption measures, and institutional quality from the QoG Institute at University of Gothenburg.
• COMPLAB (Comparative Policy Laboratory) Datasets on social policy, child benefits, out-of-work benefits, parental leave, housing benefits, immigration policy, and anti-discrimination from Stockholm University.
• REPDEM (Representative Democracy Data Archive) Data archive covering governments, parliaments, and political parties for European parliamentary democracies, including the Party Government in Europe Database (PAGED), hosted by Ume\u00e5 University.
• H-DATA (Historical Data Archive) Historical country-level data going back to the French Revolution, including Historical Cabinets, Historical Conflicts, Diplomatic Representation, Foreign Minister Dataset, Information Capacity Dataset, and Leader Survival Dataset, hosted by Stockholm University.
• Thematic Datasets Pre-assembled variable collections grouped by topic across all partner modules, including Gender, Environment, Political Parties and Elections, Migration, Unemployment, Media, Education, Corruption, Security and Violence, Economic Development, Health, Peace, and Laws and Liberties.
• Demscore Static Codebooks Technical documentation including codebooks for all partner modules (V-Dem, UCDP/VIEWS, QoG, COMPLAB, REPDEM, H-DATA) providing variable definitions and data collection methodology.

Quantifiable outcome

• Saves significant time on data navigation and merging
• +2 more outcomes

Named customers4 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature5 records

Partnerships

Eleven partnerships are on record, tiered core and minor.

• University of GothenburgcoreStrategic or Co-development PartnerHost institution for Demscore headquarters. V-Dem and QoG institutes are located at University of Gothenburg and provide core datasets on democracy and quality of government.
• Uppsala UniversitycoreStrategic or Co-development PartnerHosts the UCDP (Uppsala Conflict Data Program) and VIEWS (Violence Early-Warning System) modules. Provides data on organized violence, conflict, and early-warning predictions.
• Stockholm UniversitycoreStrategic or Co-development PartnerHosts COMPLAB (Comparative Policy Laboratory) and H-DATA (Historical Data Archive) modules. Provides data on social policies, migration, and historical datasets.
• Umeå UniversitycoreStrategic or Co-development PartnerHosts REPDEM (Representative Democracy Data Archive) module. Provides data on governments, parliaments, and political parties in European democracies.
• V-Dem (Varieties of Democracy)coreStrategic or Co-development PartnerV-Dem Institute at University of Gothenburg provides one of the world's largest datasets on democracy, with indicators on electoral, liberal, deliberative, egalitarian, participatory, and other democracy dimensions.
• QoG (Quality of Government)coreStrategic or Co-development PartnerQuality of Government Institute at University of Gothenburg provides datasets on government quality, corruption, and public administration across countries.
• UCDP/VIEWScoreStrategic or Co-development PartnerUppsala Conflict Data Program and Violence Early-Warning System provide data on armed conflicts, organized violence, and conflict predictions at Uppsala University.
• COMPLABcoreStrategic or Co-development PartnerComparative Policy Laboratory at Stockholm University provides datasets on social policies including child benefits, unemployment, parental leave, housing benefits, and migration policies.
• REPDEMcoreStrategic or Co-development PartnerRepresentative Democracy Data Archive at Umeå University provides world-leading databases on governments, parliaments, and political parties for European parliamentary democracies.
• H-DATAcoreStrategic or Co-development PartnerHistorical Data Archive at Stockholm University provides historical country-level data going back to the French Revolution, including conflicts, cabinets, leaders, and diplomatic representation.
• University of BergenminorStrategic or Co-development PartnerCollaborative workshop partner hosting Demscore and V-Dem training sessions for researchers (e.g., October 2024 workshop).

Scale indicators6 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Eurostat: Official statistical office of the European Union providing harmonized cross-country social and economic data. Overlaps with Demscore on European social policy and demographic indicators used by comparative researchers.
• World Bank Open Data: Massive global development data platform covering governance, economic, and social indicators. Overlaps with Demscore on governance and QoG-derived variables but serves a much broader indicator portfolio at scale.
• OECD Data Explorer: OECD's flagship data platform providing harmonized cross-country statistics on governance, economy, and society. Competes for the same comparative cross-national research use cases with significantly greater funding and indicator breadth.

Emerging players

• Our World in Data: Open-access publication and data platform focused on long-run empirical research on global issues. Comparable open-data mission and academic audience, with emphasis on visualization and free global access.
• Harvard Dataverse: Open-source research data repository platform used widely by academic researchers to publish and cite datasets. Competes for the broader research data infrastructure layer, though without Demscore's pre-harmonization.

Others

• V-Dem Institute: One of Demscore's core data-providing partners and the world's premier democracy measurement institute. Functions as an upstream data partner rather than competitor, but offers its own comparable democracy data infrastructure and analytics tools to researchers.

Direct peers

• CESSDA (Consortium of European Social Science Data Archives): Pan-European consortium of national social science data archives providing harmonized access to research data across member countries. Highly comparable to Demscore in mission, funding structure (multi-country government-backed), and target audience.
• ICPSR (Inter-university Consortium for Political and Social Research): University of Michigan-based archive and data infrastructure for political and social science research. Closest direct analogue to Demscore for the North American research community, providing harmonized social science datasets to academic users.
• UK Data Service: UK's national data service providing access to social and economic research data. Direct peer in providing curated, harmonized social science data infrastructure with similar academic user base and government funding model.
• GESIS (Leibniz Institute for the Social Sciences): Germany's primary social science data infrastructure, offering harmonized survey and indicator data across European research institutes. Direct functional peer for European social science data harmonization, with similar academic/governmental funding model.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• GitHubgithub.com/demscore
• Facebookfacebook.com/demscore.se
• LinkedInlinkedin.com/company/demscore

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Demscore