I love them! It's a really nice, fun way to explore a corpus. Cosmograph for this sort of thing is great, it supports graphs as well as 2D projections, and is blazing fast.
That said, I've never had a client or stakeholder show any interest in using one, beyond an initial "that's cool".
And UMAP etc., is just as much an art as a science. You'll go mad trying to get the perfect layout.
Great toy if you're into that sort of thing, but yeah, fiddly and overwhelming for most.
Hi, I love the genre too. Cosmograph is wonderful, I did try it, but because of its license restriction I could not use it for this project. I do agree that beyond an initial "that's cool" this map may not contribute much, "and that's why I didn't make it the main product. I already had the data as I was building other things (extension, paper page) and wanted a bit of a cool factor so people would take a look at the project. The value is what's under each dot, the enriched page (TLDR, genes/drugs/diseases, trials, 3D structures, code, datasets, full text), extension and the MCP for agents.
Hello, I agree with you, viz are just cool and might not really have a usecase. In this project map is not the product, it is 1 of 4 parts and to be honest the least important. The value is what is under each dot, the enriched page (TLDR, genes/drugs/diseases, trials, protein structures, code, datasets, full text, images, reviews, etc) and the MCP for agents. You can ignore the map entirely and just use the pages or extension or MCP.
1) Is there a way to filter the visual atlas by the search term? For instance, I searched "ribosome" and it gave me a list, but I couldn't seem to visualize the list
2) I notice there's an MCP tool. I've used https://paperclip.gxl.ai/ in the past to good effect, curious if there are any standout features from tomesphere?
Just curious where do you source all those papers?
I remember similar kind of visualization from a decade ago, called paperscape. Looked cool, worked on clustering using citations and references.
Never got any idea on any use case that would be covered by such visualizations, apart from looking cool.
ResearchRabbit is free and has this feature!
https://www.researchrabbit.ai/
ConnectedPapers also has this but they started to limit unless you pay:
https://www.connectedpapers.com/
A few other ones I know of:
https://litmaps.com
https://consensus.app/home/features/citation-graph/
That's usually the case with graph visualizations or clustering for networks, imo (beyond revealing obvious statistics(
I love them! It's a really nice, fun way to explore a corpus. Cosmograph for this sort of thing is great, it supports graphs as well as 2D projections, and is blazing fast.
That said, I've never had a client or stakeholder show any interest in using one, beyond an initial "that's cool".
And UMAP etc., is just as much an art as a science. You'll go mad trying to get the perfect layout.
Great toy if you're into that sort of thing, but yeah, fiddly and overwhelming for most.
Hi, I love the genre too. Cosmograph is wonderful, I did try it, but because of its license restriction I could not use it for this project. I do agree that beyond an initial "that's cool" this map may not contribute much, "and that's why I didn't make it the main product. I already had the data as I was building other things (extension, paper page) and wanted a bit of a cool factor so people would take a look at the project. The value is what's under each dot, the enriched page (TLDR, genes/drugs/diseases, trials, 3D structures, code, datasets, full text), extension and the MCP for agents.
Hello, I agree with you, viz are just cool and might not really have a usecase. In this project map is not the product, it is 1 of 4 parts and to be honest the least important. The value is what is under each dot, the enriched page (TLDR, genes/drugs/diseases, trials, protein structures, code, datasets, full text, images, reviews, etc) and the MCP for agents. You can ignore the map entirely and just use the pages or extension or MCP.
Neat! Two questions I had after using it:
1) Is there a way to filter the visual atlas by the search term? For instance, I searched "ribosome" and it gave me a list, but I couldn't seem to visualize the list
2) I notice there's an MCP tool. I've used https://paperclip.gxl.ai/ in the past to good effect, curious if there are any standout features from tomesphere?