🚨Out today in @nature.com our new paper uses deep learning to map four decades of global human migration. By building the first comprehensive, four-decade dataset of annual flows (1990-2023), we reveal that global migration has nearly tripled since 2000. 🔗 www.nature.com/articles/s41...
Guy Abel
Guy Abel
@guyabel.bsky.social
Professor at HKU. Statistical demographer working on estimating #migration and demographic forecasting, mainly using #rstats.
660 followers268 following21 posts
📦 Download the complete estimates of annual global migration flow and stock datasets: 🔗 zenodo.org/records/1577... 🔗 huggingface.co/datasets/ThG... 🛠️ Access the full deep learning architecture and plot reproduction code on GitHub: 🔗 github.com/ThGaskin/Mig... @iiasa.ac.at
🚨Out today in @nature.com our new paper uses deep learning to map four decades of global human migration. By building the first comprehensive, four-decade dataset of annual flows (1990-2023), we reveal that global migration has nearly tripled since 2000. 🔗 www.nature.com/articles/s41...
🌏Explore the annual trends and country-to-country corridors yourself. Our interactive global data explorer provides full access to both migration stocks and annual flows from 1990–2023: www.socsc.hku.hk/rhps/global-...
Guy Abel reposted
Global migration has increased from 13 million people per year in 2000 to around 35 million in 2023. The data, published in Nature today, come from the most detailed maps of global migration produced in the 33 years. go.nature.com/4uCpkxy
Guy Abel reposted
Job Offer: PhD Student Position The University of Hong Kong (HKU) and the @mpidr.bsky.social + @imprs-phds.bsky.social invite applications for a 4-year PhD position. The studentship is not limited to specific topics. Apply until November 17! www.demogr.mpg.de/en/career_61...
The @nytopinion.nytimes.com today features a #dataviz of our new global migration flow estimates. nytimes.com/interactive/... Using privacy protected records from three billion Facebook users, we estimated country-to-country #migration flows at monthly granularity for 181 countries.
Work led by Guanghua Chi, with Eugenia Giraudy, Mike Bailey (Meta) and @drew-johnston.bsky.social
📢New paper out on measuring global #migration flows using online data in @pnas.org We use privacy-protected records from over 3 billion Facebook users to estimate migration flows between 181 countries, accounting for biases in social media usage 🔗https://www.pnas.org/doi/10.1073/pnas.2409418122
We estimate a 64% decrease in migration during the #COVID19 pandemic, followed by a rebound in 2022 to a rate 24% higher than pre-pandemic levels. #poptwitter @iiasa.ac.at
The @nytopinion.nytimes.com provides some amazing #dataviz of the estimates (behind their paywall): www.nytimes.com/interactive/...
📢New paper out on measuring global #migration flows using online data in @pnas.org We use privacy-protected records from over 3 billion Facebook users to estimate migration flows between 181 countries, accounting for biases in social media usage 🔗https://www.pnas.org/doi/10.1073/pnas.2409418122
We estimated 39.1 million international migrants in 2022, representing 0.63% of the population in the sampled countries. Our figures correlated strongly with migration data from official statistics. The estimates are #OpenAccess on HDX: data.humdata.org/dataset/inte...
The @nytopinion.nytimes.com today features a #dataviz of our new global migration flow estimates. nytimes.com/interactive/... Using privacy protected records from three billion Facebook users, we estimated country-to-country #migration flows at monthly granularity for 181 countries.
Free link to the article: nyti.ms/4lEMIXS Free link the the data explorer: nyti.ms/3Gd9Uw9 Neither require NYT subscription
The @nytopinion.nytimes.com today features a #dataviz of our new global migration flow estimates. nytimes.com/interactive/... Using privacy protected records from three billion Facebook users, we estimated country-to-country #migration flows at monthly granularity for 181 countries.
An arxiv paper on our method, led by Meta Data for Good researchers, is out now: arxiv.org/abs/2504.11691
Updated global #migration flow estimates to match new @UNDESA stock data 📄Bilateral: doi.org/10.6084/m9.f... 📄Bilateral by sex: doi.org/10.6084/m9.f... 🖥️Update details: guyabel.com/publication/... 📔Original @ScientificData papers: nature.com/articles/s41... & www.nature.com/articles/s41...
🚨JOB ALERT🚨 We are recruiting for multiple Research Assistant Professor (RAP) / Post-doctoral Fellow (PDF) positions in the HKU Research Hub of Population Studies. jobs.hku.hk/en/job/53127... #demography #population #poptwitter #hongkong
Guy Abel reposted
In a new open-access article in Population and Development Review, our team provides a much-needed empirical starting point for future research on the globalization of international migration. Read more here: onlinelibrary.wiley.com/doi/10.1111/... #sociology #demography #migration
Updated country-to-country #migration flow estimates for WPP2024 📄Bilateral: doi.org/10.6084/m9.f... 📄Bilateral by sex: doi.org/10.6084/m9.f... 🖥️Update details: guyabel.com/publication/... 📔Original Nature Scientific Data papers: nature.com/articles/s41... & nature.com/articles/s41...
Updated post on visualizing the evolution of squad compositions at UEFA European Championships #EURO2024 #rstats guyabel.com/post/uefa-ec...
You are up to date.