[OC] Eine interaktive semantische Karte der letzten 10 Millionen veröffentlichten Forschungsarbeiten
Von icannotchangethename
[OC] Eine interaktive semantische Karte der letzten 10 Millionen veröffentlichten Forschungsarbeiten
Von icannotchangethename
9 Kommentare
Hello Reddit! I made this map of the latest published research. Using the SPECTRE 2 embedding model and UMAP. Then a bunch of optimisations to try get it run smoothly. I was hoping it can help provide a macroscopic overview of research trends!
This is so cool, it runs very smoothly on my phone browser, and it’s very interesting 👍👍
This is awesome, its great to seet what topics are popular
Wow it does a horrible job with volcanology research. Mostly in bio-agricultural sciences instead of physical science – related articles volcanology are pretty segregated.
Hmm, having „Geochemistry and Geologic Mapping“ in the political science and law section seems like a coding mistake; the ‚top topics‘ are all political in nature and seem linked to democracy research.
Thank you for my new rabbit hole, OP.
Really cool visualization. I work in the metascience space and this rocks. There are a bunch of journals that haven’t heard off (ever), so this may benefit from filtering a lot of low quality sources.
There are many glitches in the matrix (some of them noted by other Redditors) but overall, simply wow! This is the epitome of beautiful data! 👏
Why do so many things show as topic + AI?
Social sciences seem quite confused.
Also – great visualisation, looks amazing on Android phone.