Skip to content
View amelia-m's full-sized avatar
😎
learning
😎
learning

Highlights

  • Pro

Block or report amelia-m

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
amelia-m/README.md

Amelia Miramonti

Postdoctoral researcher at the Nebraska Evaluation and Research (NEAR) Center and adjunct faculty in Educational Psychology at the University of Nebraska–Lincoln. I work on measurement, missing data, and privacy-preserving synthetic data, and I build R and Shiny tools for the unglamorous middle of applied research: documenting, cleaning, linking, and reporting on administrative data.

Most of it starts the same way — a dataset somebody needs to trust and can't yet.

What I'm building

  • recode-studio — clean messy string variables without writing R by hand. Exports the recode rules, so next quarter's data gets the same treatment as last quarter's.
  • table-explorer — point it at files or a database and get auto-detected primary and foreign keys, an interactive ERD, and a report you can hand to someone. R/Shiny, with a Python/Streamlit port.
  • lspc-weather — skydiving weather for my drop zone. Every flag cites the published USPA, FAA, or club rule behind it, and where nothing published sets a threshold, it raises no flag at all.
  • pleasantry — randomized compliments and farewells, from sincere through backhanded to pseudo-Shakespearean. Written in a posit::conf(2026) workshop. Not serious; tested anyway.

Also

Teaching data management and survey methods to graduate students. Generating synthetic versions of Nebraska's statewide longitudinal data so researchers can work with it without exposing anyone. An earlier life in sport and exercise science, which is where the neuromuscular physiology papers came from.

amelia-m.github.io · ORCID · Google Scholar

Pinned Loading

  1. table-explorer table-explorer Public

    Interactive tool for exploring table relationships. Upload files or connect a database to get auto-detected PKs/FKs, an interactive ERD, and exportable reports. Built with R/Shiny (primary) and Pyt…

    R

  2. recode-studio recode-studio Public

    Dataset-agnostic R/Shiny app for cleaning messy string variables without writing R by hand. Also useful for R users who want to generate recode syntax rapidly in a repeatable way (e.g., save/export…

    R 1

  3. lspc-weather lspc-weather Public

    Skydiving weather dashboard for the Lincoln Sport Parachute Club (Brown's Airport, NE69). Flags conditions against published USPA and FAA limits with the rule behind each. Always use your own judgm…

    TypeScript

  4. pleasantry pleasantry Public

    HTML