Guy Abel 鄭蓋堡 @guyabelguyabel
Professor @HKUniversity. Statistical demographer working on estimating #migration and demographic forecasting, mainly using #rstats. guyabel.com Hong Kong Joined January 2012-
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📦Download the complete estimates of annual global migration flow and stock datasets: 🔗zenodo.org/records/157783… 🔗huggingface.co/datasets/ThGas… 🛠Access the full deep learning architecture and plot reproduction code on GitHub: 🔗github.com/ThGaskin/Migra… @LSEnews @HKUFoSS @IIASAVienna
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📊The data explorer features a variety of interactive data visualisation methods. Switch between the global maps, chord diagrams and Sankey charts to track migration across different country corridors - with options for toggling map types, filtering chord sizes and many more
🚨Out today in @Nature our new paper uses deep learning to map four decades of global human migration. By building the first comprehensive dataset of global annual flows (1990-2023), we reveal that migration has nearly tripled since 2000. 🔗nature.com/articles/s4158…
Guy Abel 鄭蓋堡 retweeted
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/444iUfq
The @nytopinion provide some amazing #dataviz of the estimates (behind their paywall): nytimes.com/interactive/20… #dataviz
📢New paper out on measuring global #migration flows using online data in @PNASNews 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. 🔗pnas.org/doi/10.1073/pn…
Full #OpenAccess to the estimates will come soon, when the journal paper based on the work is published.
An @arxiv paper on our method, led by @Meta Data for Good researchers, is out now: arxiv.org/abs/2504.11691
The @nytopinion features a #dataviz of our new global migration flow estimates. nytimes.com/interactive/20… Using privacy protected records from three billion Facebook users, we estimated country-to-country #migration flows at monthly granularity for 181 countries.
Updated #migration flow estimates to match new @UNDESA stock data 📄Bilateral: doi.org/10.6084/m9.fig… 📄Bilateral by sex: doi.org/10.6084/m9.fig… 🖥️Update details: guyabel.com/publication/bi… 📔Original @ScientificData papers: nature.com/articles/s4159… & nature.com/articles/s4159…
Guy Abel 鄭蓋堡 retweeted
Access 𝗩𝗲𝗿𝘀𝗶𝗼𝗻 𝟯.𝟭 𝗼𝗳 𝘁𝗵𝗲 𝗪𝗶𝘁𝘁𝗴𝗲𝗻𝘀𝘁𝗲𝗶𝗻 𝗖𝗲𝗻𝘁𝗿𝗲 𝗗𝗮𝘁𝗮 𝗘𝘅𝗽𝗹𝗼𝗿𝗲𝗿 ⬇️ 🔗 WIC Data Explorer: dataexplorer.wittgensteincentre.org 🔗 R package: guyabel.github.io/wcde/ 🔗 Zenodo: zenodo.org/records/147182… @IIASAVienna @WiCVienna @oeaw
🚨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/531279/… #demography #population #poptwitter
Updated country-to-country #migration flow estimates for WPP2024 📄Bilateral: doi.org/10.6084/m9.fig… 📄Bilateral by sex: doi.org/10.6084/m9.fig… 🖥️Update details: guyabel.com/publication/bi… 📔Original @ScientificData papers: nature.com/articles/s4159… & nature.com/articles/s4159…
Guy Abel 鄭蓋堡 retweeted
How is #ClimateChange reshaping #migration patterns? A new @NatureClimate study led by IIASA's @RmnHoffmann provides the first global analysis of how drought and aridity drive internal migration 📊 Read more 👉 iiasa.ac.at/news/oct-2024/… 🌍 @guyabelguyabel @popclima @WiCVienna @Unibo
Guy Abel 鄭蓋堡 retweeted
Introducing a global model for projecting migration until 2050, Kluge et al. factor in age, education, and gender, revealing that socioeconomic scenarios significantly impact migration flows. Explore the new future migration projections with us! demographic-research.org/articles/volum…
Guy Abel 鄭蓋堡 retweeted
✍️New on the #IIASAblog: researchers @dil_yildiz and @guyabelguyabel highlight a new statistical model that merges traditional data with real-time Facebook data to estimate EU migrant populations, providing key insights for policymakers. #POPtwitter #demography @WiCVienna ➡️iiasa.ac.at/blog/jun-2024/…
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