Statistics professor at the University of St Thomas, Minnesota. Interested in improving the computer tools used to do statistics.
deleting_facebook. Documentation of the steps I did to prepare to delete my Facebook account
150data-science-in-tidyverse. Materials for Data Science in the Tidyverse, a two-day workshop @ rstudio:conf(2019)
92STAT220-labs. Pre-lab exercises for STAT 220 labs at the University of St Thomas
81histogram_essay. This repository contains the code powering Exploring Histograms, an interactive essay by Aran Lunzer and Amelia McNamara.
53SpatialPolygons. Materials for 2017 OpenVisConf talk, How Spatial Polygons Shape Our World
49DS_for_S. Materials for March 12 ENAR short course on Data Science for Statisticians
47IntroToR. Materials for 2018 rstudio::conf shortcourse, Introduction to R & RStudio
38user2016. Integrated R labs for high school students
20hexfabric. Source files for R hex fabric design
19data-science-in-tidyverse-nicar-2020. A substantially modified one-day workshop at NICAR 2020 on learning the R tidyverse packages
11website. HTML
4SpatialAggregation. JavaScript
3BLL. Data on childhood blood lead levels in the state of Michigan
2syntax_cheatsheet.
2noRth2020. Slides for my 2020 noRth talk, "Scraping, iterating, purring"
21000tweets. Data analysis of my first 1,000 tweets.
2tidy-islr. Jupyter Notebook
2whitepapers. Data science white papers written for the Concord Consortium CODAP project
2ggplot2_tutorial. Basic introduction to ggplot2 for UCLA DataFest 2015
2BigDataDay. Presentation for Big Data Day 2015
1NaturalCyclesToDrip. R code to convert Natural Cycles menstrual data to the format Drip wants
1OpenVisConf16. Slides and materials for my 2016 OpenVisConf talk, Do you know Nothing when you see it?
1CV. curriculum vitae
1Rdatasets. An archive of datasets distributed with R
1StatLearning. Source files for https://bookdown.org/amelia_a_mcnamara/StatLearning
1cheatsheets. RStudio Cheat Sheets
1ComparingSyntaxForModeling. Code to reproduce the paper "Teaching modeling in introductory statistics: A comparison of formula and tidyverse syntaxes"
1endorsements. Data on newspaper presidential endorsements
1MapExplorations. HTML
1TulaneDataLiteracy. Source code to generate website for Tulane Data Literacy Course (Re)Design Institute
1shiny-server. Repo for shiny apps hosted on AmeliaMN's shiny server
1Greenwood_Book. Version 2.2 of Intermediate Statistics with R
1BeyondMLR. Repo for January 2021 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The rendered version can be found at: https://bookdown.org/roback/bookdown-BeyondMLR/
1VisForMultiD. CSS
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