mlsanityData to 7 Oct 2026

Participatory Budgeting: Data, Tools, and Analysis

arXiv 2305.11035 ↗First posted 18 May 2023cs.GTcited by 13

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Abstract (arXiv)

We provide a library of participatory budgeting data (Pabulib) and open source tools (Pabutools and Pabustats) for analysing this data. We analyse how the results of participatory budgeting elections would change if a different selection rule was applied. We provide evidence that the outcomes of the Method of Equal Shares would be considerably fairer than those of the Utilitarian Greedy rule that is currently in use. We also show that the division of the projects into districts and/or categories can in many cases be avoided when using proportional rules. We find that this would increase the overall utility of the voters.

Key facts. Cited by 13 papers in the map (data through 7 Oct 2026). First posted on arXiv 18 May 2023.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2023: 1; 2024: 2; 2025: 8; 2026: 2.

13 papers.

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  1. 2024Generative AI voting: fair collective choice is resilient to LLM biases and inconsistenciescited by 6
  2. 2024Method of Equal Shares with Bounded Overspendingcited by 4
  3. 2025Bridging Voting and Deliberation with Algorithms: Field Insights from vTaiwan and Kultur Komiteecited by 3
  4. 2025Upgrading Democracies with Fairer Voting Methodscited by 2
  5. 2023Consensus-based Participatory Budgeting for Legitimacy: Decision Support via Multi-agent Reinforcement Learningcited by 1
  6. 2025Proportional Selection in Networkscited by 1
  7. 2025Proportional Committee Elections with Positive and Negative Votescited by 1
  8. 2025Fair Voting Methods as a Catalyst for Democratic Resilience: A Trilogy on Legitimacy, Impact and AI Safeguardingcited by 1
  9. 2025LLMs for Resource Allocation: A Participatory Budgeting Approach to Inferring Preferencescited by 0
  10. 2025Algorithmic Shortlisting in Participatory Budgetingcited by 0
  11. 2025Fairness in the Multi-Secretary Problemcited by 0
  12. 2026A General Theory of Proportionality with Additive Utilitiescited by 0
1 more
  1. 2026Agreement, Diversity, and Polarization Indices for Approval Electionscited by 0