ML + data analysis roadmap

Edit me :)

General templates

• Building an overview

  • Index; Concordance

  • Sources; Outputs; Pipelines

  • Registry; Services/endpoints

• Self-documenting work

  • Roadmap

  • Daily log

  • Weekly chat (Thurs)

Explore: Scaling Science + Grants

• Current explorer: http://45.79.45.163:8084/

  • Description, JJ’s roadmap

  • Ideal use cases

  • Index: Metrics + implementations

  • ?Product: Lens-like API for a wide range of metrics. host for computing open metrics on open data

  • ?Product: OWID-style source of citable visuals

  • Dataset product: metrics by year, indexed to [SSID]

• Current Grants framework

  • Index: Parallels + partners

  • ?Product (site): catalog of vetted but unfunded grant proposals

  • ?Dataset product: citation/coauthor graph? for grants

  • Viz product: visualizations of Lever/SOLVE proposal networks

Open academic graph

• MAG and what comes next

• Derivative / supplemental datasets we can contribute to the OAG

• Use cases

• Dataset product: concordance of components + derivatives