|||
✕
evaluation social research research reproducibleResearch development TheoryMaker opensource R zotero ubuntu dataviz mande ggplot software Bosnia-Herzegovina total_speculation causal-mapping tech psychology education society crowd-sourced-evaluation lyx visualisation volunteerism Haiti plaintext socialCapital twitter socialmedia causalmapping datamining outcome-mapping dropbox ptsd collaboration IUCN markdown future odfWeave frameworks impact tefl nerdvana tgf photos conservation IFRC learning Roma democracy PDF english android policy Africa Theories of Change disaster Balkans surveyResearch volunteering
Search Tags All posts About me ↑
Jan 11, 2019 R, reproducibleResearch, evaluation

A starter kit for reproducible research with R

This accompanies my draft short article for the UKES Bulletin: A reproducible workflow for evaluation reports.

Here are just two files which together get you started with a bare-bones reproducible research project.

  • Install and install R and RStudio.
  • Download this little example of a reproducible source file and an accompanying example Excel file describing the heights and ages of a bunch of boys and girls in a school.
  • Save them together in a new folder.
  • Double-click the source file to open it in RStudio. The source file has a couple of commands to read the Excel file, clean it and make a table and a chart, as well as plain text which becomes the headings and body of the document.
  • Press the blue “Knit” button in RStudio, you will get a beautiful Word document.
  • Try editing the text and then press “Knit” again to see what happens.
Up next A reproducible workflow for evaluation reports This is a draft of a short article for the UKES Bulletin. Most evaluators have to produce at least a few tables and graphics in their evaluation Better ways to present country-level data on a world map: equal-area cartograms
Latest posts Making notes on PDFs without computer or paper Publications causal-map Causal Map intro Causal Mapping - an earlier guide The walk to school in Sarajevo Glitches Draft blog post for AEA365 Theory Maker! Inventory & analysis of small conservation grants, C&W Africa - Powell & Mesbach! Lots of charts! Answering the “why” question: piecing together multiple pieces of causal information rbind.fill for 1-dimensional tables in r yED graph editor Examples of trivial graph format Using attr labels for ggplot An evaluation puzzle: “Talent show” An evaluation puzzle: “Mobile first” An evaluation puzzle: “Many hands” An evaluation puzzle: Loaves and fishes An evaluation puzzle: “Freak weather” An evaluation puzzle: “Billionaire” Using Dropbox for syncing Shiny app data on Amazon EC2 Progress on the Causal Map app Articles and presentations related to Causal Maps and Theorymaker Better ways to present country-level data on a world map: equal-area cartograms A starter kit for reproducible research with R A reproducible workflow for evaluation reports Welcome to the Wiggle Room Realtime comments on a Theory of Change Responses to open questions shown as tooltips in a chart A panel on visualising Theories of Change for EES 2018?