Academics
Civic Analytics Studio (DS-450)
DS-450 — Partner with municipal datasets to answer public questions with transparent methods.
About this course
Partner with municipal datasets to answer public questions with transparent methods. Students leave with work they can show a hiring committee, a graduate-school reader, or a civic partner—not a stack of ungraded exercises.
Learning outcomes
- Work with open civic data
- Publish reproducible notebooks
- Present findings to community boards
Who it is for
Undergraduates in the major, continuing students, and working learners who need studio-paced practice with public-facing projects.


