Text mining with natural language processing (NLP) to identify barriers to policy implementation in Mexico
UNDP Accelerator Labs / Nesta
Ref: SRC-002-MEX-001
Accessed: 3/23/2026
Summary
Chapter from UNDP Collective Intelligence publication describing the NLP initiative: decade of policy implementation data, hybrid collective intelligence model combining NLP classification with civil servant verification, and the need for complementary interventions alongside text mining.
View Harvard reference
UNDP Accelerator Labs (2021) 'Text mining with natural language processing (NLP) to identify barriers to policy implementation in Mexico', in Collective Intelligence for Sustainable Development: 13 Stories from the UNDP Accelerator Labs. Available at: https://smartertogether.earth/13-stories-from-the-labs/text-mining-natural-language-processing-nlp-identify-barriers-policy (Accessed: 23 March 2026).