https://github.com/favstats/awesome_links

A curated list of Useful Links
https://github.com/favstats/awesome_links

List: awesome_links

Last synced: 4 months ago
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A curated list of Useful Links

• Host: GitHub
• URL: https://github.com/favstats/awesome_links
• Owner: favstats
• Created: 2018-07-07T17:06:15.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2020-06-21T11:58:31.000Z (almost 6 years ago)
• Last Synced: 2025-10-28T22:02:57.514Z (8 months ago)
• Homepage:
• Size: 39.1 KB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Awesome Links

**Introduction to R/Tidyverse**

+ [R Bootcamp](https://github.com/jkosie/uoregon_r_bootcamp)

+ [tidyverse idea and dplyr library](https://mczyzj.github.io/BeginnersGuideToGalaxy/somwehere-between-basic-and-useful.html#tidyverse-idea-and-dplyr-library)

+ [Getting Started in R - Tinyverse](https://github.com/eddelbuettel/gsir-te)

+ [Purrr Tips and Tricks](https://www.hvitfeldt.me/blog/purrr-tips-and-tricks/)

+ [Awesome Datavisualization with Hexagons on a US Map](https://github.com/othomantegazza/code-tidytuesday/blob/master/2-26-UFO.R)

+ [Text mining for humanists and social scientists in R](https://tm4ss.github.io/docs/index.html)

**Teaching**

+ [An Introduction to Hierarchical Modeling](http://mfviz.com/hierarchical-models/)

+ [How to create Radar Charts with Whatsapp Data](https://ggplot2tutor.com/radar-chart/radar-chart-whatsapp/)

**Bookdown Contest**

+ [Global_Terrorism_Database_Thesis](https://github.com/pranavpandya84/Global_Terrorism_Database_THESIS)

+ [https://geocompr.robinlovelace.net/index.html](https://geocompr.robinlovelace.net/index.html)

+ [mindr bookdown](https://community.rstudio.com/t/bookdown-contest-submission-mindr-convert-a-bookdown-project-into-a-mind-map-and-vice-versa/15121)

+ [Programming for Psychologists: Data Creation and Analysis](https://crumplab.github.io/programmingforpsych/)

+ [Creating Posters](https://www.bapt.xyz/blog/posters)

+ [Dissertation Example](https://github.com/eddiekasner/example-dissertation)

+ [PhD thesis/Working Paper template](https://github.com/robjhyndman/monashebstemplates)

**Animation**

+ [gganimate](https://github.com/thomasp85/gganimate#gganimate-)

+ [Animating the Goals of the World Cup with R](https://ryo-n7.github.io/2018-07-24-visualize-worldcup-part-3/)

**Machine Learning**

+ [Code for Workshop: Intro to Machine Learning w/ R](https://shirinsplayground.netlify.com/2018/06/intro_to_ml_workshop_heidelberg/)

+ [Big Data Analysis in the Social Sciences](http://pablobarbera.com/ECPR-SC105/)

+ [Hands-on Machine Learning with R](https://bradleyboehmke.github.io/HOML/)

**Topic Models**

+ [{tidystm}](https://github.com/mikajoh/tidystm)

+ [Learning Structural Topic Modeling](https://github.com/dondealban/learning-stm)

+ [{stminsights}](https://github.com/methodds/stminsights)

**Web Scraping**

+ [rvest and Rselenium @ useR2018](https://gist.github.com/HanjoStudy/e5b1a425b5436550a66a4e0b05352a51)

+ [Automated Collection of Web and Social Data](http://pablobarbera.com/ECPR-SC104/)

+ [{Rcrawler}](https://github.com/salimk/Rcrawler)

+ [YouTube Channel Analysis - Identifying Influencers-and-Haters](https://towardsdatascience.com/youtube-channel-analysis-identifying-influencers-and-haters-8d7a4c0790c7)

**Non-Standard Evaluation (NSE)**

+ [Tidy Eval Meets ggplot2 - The Bang Bang Plots](http://www.onceupondata.com/2018/07/06/ggplot-tidyeval/)

+ [{friendlyeval} A friendly interface to tidyeval/rlang that will excuse itself when you're done](https://github.com/MilesMcBain/friendlyeval)

+ [Programming in the Tidyvderse - Slides](https://speakerdeck.com/lionelhenry/programming-in-the-tidyverse

)

**Hugo Academic**

+ [Tips for using the Hugo academic theme](https://lmyint.github.io/post/hugo-academic-tips/)

+ [Awesome Website based on the Hugo Academic theme](https://github.com/fliptanedo/FlipWebsite2017)

+ [Hugo Shortcodes](https://gohugo.io/content-management/shortcodes/)

**Bayesianism**

+ [Building a Multilevel Model in BRMS Tutorial: Popularity Data](https://www.rensvandeschoot.com/brms-started/)

+ [Statistical Rethinking with brms, ggplot2, and the tidyverse](https://bookdown.org/connect/#/apps/1850/access)

**Artsy Stuff**

+ [{rusk} The goal of rusk is to show a nice representation of multiplication table](https://github.com/ThinkR-open/rusk)

+ [{colorfindr}](https://github.com/zumbov2/colorfindr)

**Interesting Packages**

+ [{recipes}](https://github.com/topepo/user2018/blob/master/slides/Recipes_for_Data_Processing.pdf)

+ [{ViewPipeSteps}](https://github.com/daranzolin/ViewPipeSteps)

+ [{DataPackageR}](https://ropensci.org/blog/2018/09/18/datapackager/)

**Python**

+ [Welcome to COGS18: Introduction to Python!](https://cogs18.github.io/intro/)

+ [Python for R Users Workshop](https://github.com/MangoTheCat/python-for-r-users-workshop)

+ [Meme Pipeline](https://github.com/memespaper/memes_pipeline)

+ [R and Python: How to Integrate the Best of Both into Your Data Science Workflow](https://www.r-bloggers.com/r-and-python-how-to-integrate-the-best-of-both-into-your-data-science-workflow/)

**Rmarkdown**

+ [Creating a basic template package in R](http://ismayc.github.io/ecots2k16/template_pkg/)

+ [Radix](https://rstudio.github.io/radix/)

+ [Automated Rmarkdown Reporting](https://medium.com/@urban_institute/iterated-fact-sheets-with-r-markdown-d685eb4eafce)

**Shiny**

+ [A gRadual intRoduction to Shiny](https://laderast.github.io/gradual_shiny/index.html)

**Tools/Functions**

+ [{runner} Rolling functions](https://cran.r-project.org/web/packages/runner/vignettes/runner.html)

+ [How to create colored titles](https://github.com/danawanzer/tidytuesdayweek18/blob/master/Week_18_-_Dallas_Animal_Shelter_RMD.md)

+ [R Markdown Scroll](https://github.com/nathaneastwood/r-markdown-scroll)

+ [Reproducible Research with rrtools](https://annakrystalli.me/rrtools-repro-research/index.html)

+ [Progress Bars for purrr with {purrrogress}](https://cran.r-project.org/web/packages/purrrogress/readme/README.html)

+ [{ggfittext}](https://github.com/wilkox/ggfittext)

**Weighting**

+ [{TAM}](https://www.rdocumentation.org/packages/TAM/versions/2.12-18/topics/weighted_Stats)

+ [{srvyr}](https://github.com/gergness/srvyr)

+ [{Weighted.Desc.Stat}](https://rdrr.io/cran/Weighted.Desc.Stat/man/)

**Readings**

+ [Multiple Regression Is Not Multiple Regressions: The Meaning of Multiple Regression and the Non-Problem of Collinearity](https://quod.lib.umich.edu/cgi/t/text/text-idx?cc=ptpbio;c=ptb;c=ptpbio;idno=16039257.0010.003;view=text;rgn=main;xc=1;g=ptpbiog)

+ [Alternative Influence: Broadcasting the Reactionary Right on YouTube](https://datasociety.net/wp-content/uploads/2018/09/DS_Alternative_Influence.pdf)

**Qualitative Data**

+ [Diskursanalyse in RQDA](https://rpubs.com/dastan/rqda_hd)