Leland McInnes
lelandmcinnes.bsky.social
Leland McInnes
@lelandmcinnes.bsky.social
A Mathematician dabbling in Data Science, especially unsupervised learning and data exploration. UMAP, HDBSCAN, PyNNDescent, DataMapPlot. (He/Him)
I also updated the ArXiv data map example to make use of new features in datamapplot.
lmcinnes.github.io/datamapplot_...

You can tweak parameters and build your own version:
gist.github.com/lmcinnes/e11...
June 22, 2025 at 9:59 PM
Explore Wikipedia through a data map. Pages are grouped by semantic similarity, for topic clusters.
Hover to see details, zoom to explore more fine-grained topics, click to go to a page. Search by page
name to find interesting starting points for exploration.

lmcinnes.github.io/datamapplot_...
June 22, 2025 at 3:36 PM
I tried using the current topic modelling workflow to make a map of 5 million Hacker News stories:

lmcinnes.github.io/datamapplot_...
October 18, 2024 at 5:12 PM
Shift click and drag to select papers and get a word-cloud summary.

Click on an individual point to open the paper.
October 11, 2024 at 1:42 AM
Explore 2.4 million papers on ArXiv:

lmcinnes.github.io/datamapplot_...
October 11, 2024 at 1:41 AM