Personal knowledge hub
AI for Official Statistics
Practical, source-grounded insights on AI tools, methods and governance for surveys, censuses, administrative data and agricultural statistics.
A personal knowledge hub by Dramane Bako on responsible AI, data science and official statistics.
Who this is for
Practical AI thinking for statistical work
For statistical offices
Responsible AI, quality assurance, governance, administrative data and dissemination.
For survey and census practitioners
AI-supported questionnaire design, field operations, editing, imputation, tabulation and quality control.
For data scientists
LLMs, machine learning pipelines, survey-aware modelling and reproducible workflows.
Topics
Browse the knowledge hub
AI for surveys and censuses
Questionnaires, field operations, processing and production workflows.
Administrative data
Quality control, linkage, classification and reuse of administrative sources.
Agricultural statistics and WCA 2030
Emerging AI use cases for agricultural census and survey systems.
AI governance and ethics
Responsible adoption, transparency, risk management and institutional readiness.
Data quality, editing and imputation
Methods for validation, anomaly detection, cleaning and missing data treatment.
Dissemination, chatbots and data access
AI-assisted publishing, user support and responsible data access.
Survey-aware machine learning
Models that respect weights, designs, sampling structure and population inference.
Tools and platforms
Practical tools, platforms and reproducible workflows for statistical teams.
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Useful entry points
Latest posts
Recent weekly monitor updates
Mesure de l'IA, sorties structurées et qualité statistique
Nouveautés récentes sur la mesure de l'IA, la validation et la gouvernance pour les statistiques officielles.
AI measurement, structured outputs and statistical quality
Recent AI measurement, validation and governance updates for surveys, administrative data and official statistics.
Chaînes statistiques prêtes pour l'IA et gouvernance
Nouveautés récentes sur l'IA, l'ingénierie des données et la gouvernance pour les chaînes statistiques officielles.
AI-ready statistical pipelines and governance updates
Recent AI, data engineering and governance updates for official statistical pipelines, survey systems and administrative data.
Gouvernance IA et chaînes de données statistiques
Nouveautés récentes sur la gouvernance de l'IA, le traitement documentaire, les chaînes de données et la modélisation pour les statistiques officielles.
AI governance and data pipeline updates for official statistics
Recent AI governance, document processing, data pipeline and modelling updates relevant to surveys, censuses and administrative data systems.
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