Data Source CONVOLUTIONAL NEURAL NETWORK Geospatial statistics, Income-based Poverty statistics CONVOLUTIONAL NEURAL NETWORK Aerial Imagery, Satellite Imagery CONVOLUTIONAL NEURAL NETWORK,RANDOM FOREST EXTRA TREE, CONVOLUTIONAL NEURAL NETWORK GENERAL DOCUMENT MULTI-LAYER PERCEPTION, LOG-LINEAR Tourism statistics CART, RANDOM FOREST,OPTIMAL WEIGHTED NEAREST NEIGHBOUR, SUPPORT VECTOR MACHINE K-NEAREST-NEIGHBOURS, BAYESIAN NETWORKS, RANDOM FOREST, SUPPORT VECTOR MACHINE Energy statistics, Economic and Financial statistics, Weather statistics LASSO REGRESSION, LINEAR REGRESSION, NEURAL NETWORK, RANDOM FOREST, RIDGE REGRESSION DECISION TREE, RANDOM FOREST Demographic and Social statistics, Economic and Financial statistics, Labor statistics EXTRA TREE, NAIVE BAYES,XGBOOST, SUPPORT VECTOR MACHINE,MULTI-LAYER PERCEPTION, DECISION TREE,RANDOM FOREST, K-NEAREST-NEIGHBOURS,LOGISTIC REGRESSION FASTTEST WORD EMBEDDING, LOGISTIC REGRESSION,XGBOOST, RANDOM FOREST NEURAL NETWORK NAIVE BAYES, LOGISTIC REGRESSION,RANDOM FOREST, SUPPORT VECTOR MACHINE,NEURAL NETWORK Standard Industrial Code Classification by Using Machine Learning LOGISTIC REGRESSION, RANDOM FOREST,NAIVE BAYES, SUPPORT VECTOR MACHINE,FASTTEST, NEURAL NETWORKTitle Theme Statistics Area Country/Organisation Reports ML methods Data Type Programming Language Code Availability Address Register Automated Image Recognition (AIR) model Imagery Analysis Geospatial statistics Australia To be uploaded Aerial Imagery Imagery data R Ask for availability Learning statistical information from images: a proof of concept Imagery Analysis Netherlands To be uploaded Imagery data Python ?? - GitLab link (Joep: not public, yet? ) Arealstatistik Deep Learning (ADELE) Imagery Analysis Geospatial statistics Switzerland To be uploaded Satellite Imagery, Administrative data Imagery data Python Ask for availability Use of Landsat satellite data for the mapping of urban areas in non-census years Imagery Analysis Geospatial statistics, Urban statistics Mexico To be uploaded Satellite Imagery Imagery data Python Ask for availability Generic Pipeline for Production of Official Statistics Using Satellite Data and Machine Learning Imagery Analysis Not applicable UNECE To be uploaded Not applicable Not applicable Not applicable Not applicable Imputation of the variable “Attained Level of Education” in Base Register of Individuals Edit & Imputation Education statistics Italy To be uploaded Administrative data, Survey data, Census data Python GitHub link Imputation in the sample survey on participation of Polish residents in trips Edit & Imputation Poland To be uploaded Survey data R Local, not public Machine learning methods for imputation Edit & Imputation ? Germany To be uploaded Survey data R Not available Early estimates of energy balance statistics using machine learning Edit & Imputation Belgium VITO To be uploaded ? Python GitHub link Edit & Imputation UK To be uploaded Editing in the Italian Register of the Public Administration Edit & Imputation Economic and Financial statistics Italy To be uploaded Administrative data R Occupation and Economic activity coding using natural language processing Coding & Classification Mexico To be uploaded Survey data Text data Python Industry and Occupation Coding Coding & Classification Labor statistics, Business Statistics Canada To be uploaded Survey data Text data Python GitHub link Sentiment Analysis of twitter data Coding & Classification Life statistics Belgium Flanders To be uploaded Social Media data Text data Python GitHub link Coding & Classification Serbia To be uploaded Not available Coding Workplace Injury and Illness Coding & Classification Labor Statistics USA To be uploaded Survey data Text data Python GitHub link Product Description to ECOICOP Coding & Classification ? Poland To be uploaded Web Scraping data Text data Python Github link Coding & Classification Australia To be uploaded Automated Coding of IMF's Catalog of Time Series Coding & Classification IMF To be uploaded Coding & Classification Iceland To be uploaded Coding & Classification Business Registration Statistics? Norway To be uploaded Business Registration data? Text data Python GitHub Link (Ask for availability)
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