jerid.francom + r   450

usethis workflow for package development
In this blogpost I’ll outline the basis workflow you can acquire using the tools in usethis. More specifically I’ll outline a workflow of a R package development.
r  packages  development  tutorials 
5 weeks ago by jerid.francom
Rachael Tatman | Kaggle
A great series of tutorials on various aspects of R and doing text analytics with R.
textbook  tutorials  r  nlp  textmining  transformation  modeling 
september 2018 by jerid.francom
Tutorials on Advanced Stats and Machine Learning With R
A good introduction to ggplot plotting and regression models for data science.
datascience  r  statistics  tutorial  textbook 
july 2018 by jerid.francom
An Introduction to Statistical and Data Sciences via R
A bookdown book which provides a tidyverse approach to data science. Includes basic aspects of the data science workflow and practical statistical coding exercises.
textbook  textbooks  example  r  datascience 
june 2018 by jerid.francom
RecommendR is an app that suggests R packages you might be interested in based on packages you are already considering for a project.
r  packages  shiny  recommendations  textbook 
may 2018 by jerid.francom
R packages
Extensive documentation on how to create and distribute R packages
r  package  development  creation 
november 2017 by jerid.francom
Tidy evaluation
Use of the !! operator to evaluate expressions
r  tidy  rlang  tidy-evaluation 
november 2017 by jerid.francom
Reproducibility · Advanced R.
Creating a reproducible example for getting help from sites like StackOverflow.
r  dput  reproducible  example  reprex  textbook 
november 2017 by jerid.francom
Word counts and readability statistics in R markdown documents
r  rstudio  addin  writing  rmarkdown  packages 
november 2017 by jerid.francom
Partitioned data frames for 'dplyr'
r  packages  transformation  parallel  textbook 
november 2017 by jerid.francom
RE2 is a primarily DFA based regexp engine from Google that is very fast at matching large amounts of text.
r  package  regular-expressions  visualization 
november 2017 by jerid.francom
Hierachical Models
An excellent visual presentation on understanding hierarchical modeling (mixed-effects models).
r  statistics  hierarchical-models  lmer  visualization 
november 2017 by jerid.francom
Sentiment lexicon for Portuguese
r  packages  sentiment  portuguese  data  textbook 
november 2017 by jerid.francom user guide
Documentation for deploying Shiny apps on
r  shiny  publishing  rstudio 
november 2017 by jerid.francom
Spanish distinctive features
Shiny web app to explore distinctive features of Spanish
r  shiny  spanish  phonology  322 
november 2017 by jerid.francom
Switching from Base R to tidyverse
A table of Base R functions to tidyverse 'verbs'.
r  tidyverse  tutorial  base-r 
november 2017 by jerid.francom
Data Viz Project
Collection of data visualizations to get inspired and finding the right type.
r  visualization  guide  data  textbook 
november 2017 by jerid.francom
Non invasive pretty printing of R code
r  packages  formatting  code  textbook 
october 2017 by jerid.francom
Write your slides in RMarkdown, a format that combines the core syntax of Markdown with embedded code chunks that are executed.
r  packages  presentations  slides  reproducible 
october 2017 by jerid.francom
This package provides a tidy API for graph/network manipulation. While network data itself is not tidy, it can be envisioned as two tidy tables, one for node data and one for edge data. tidygraph provides a way to switch between the two tables and provides dplyr verbs for manipulating them. Furthermore it provides access to a lot of graph algorithms with return values that facilitate their use in a tidy workflow.
r  packages  network  tidyverse 
october 2017 by jerid.francom
R package for Tokenization, Parts of Speech Tagging, Lemmatization and Dependency Parsing Based on the UDPipe Natural Language Processing Toolkit
r  packages  nlp 
october 2017 by jerid.francom
This package is an R wrapper to the spaCy "industrial strength natural language processing" Python library from
r  packages  python  nlp 
october 2017 by jerid.francom
ggpage is a package to create pagestyled visualizations of text based data. It uses ggplot2 and final returns are ggplot2 objects
r  packages  visualization  text  tidyverse 
october 2017 by jerid.francom
R package providing a set of fast tools for converting a textual corpus into a set of normalized tables. Users may make use of a Python backend with 'spaCy' or the Java backend 'CoreNLP'.
r  packages  nlp  annotation 
october 2017 by jerid.francom
Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R
r  packages  census  textbook 
october 2017 by jerid.francom
R package interface to connect with the Glottolog database and provides additional functionality for linguistic mapping.
r  textbook  data  experimental 
october 2017 by jerid.francom
R package interface focusing on getting the user full text via the Crossref search API.
r  textbook  language  api 
october 2017 by jerid.francom
R package interface to query arXiv, a repository of electronic preprints for computer science, mathematics, physics, quantitative biology, quantitative finance, and statistics.
r  textbook  language  api 
october 2017 by jerid.francom
R package interface to query the Internet Archive.
r  textbook  language  api 
october 2017 by jerid.francom
R package interface to access to the Dataverse Network APIs.
r  textbook  language  api 
october 2017 by jerid.francom
R package interface to download and process public domain works from the Project Gutenberg collection.
r  textbook  language  api 
october 2017 by jerid.francom
R package interface to query open access journals, such as PLOS.
r  textbook  language  api  packages 
october 2017 by jerid.francom
R package interface to query the Internet Archive and GDELT Television Explorer
r  textbook  language  api 
october 2017 by jerid.francom
R package interface to query any OAI-PMH repository, including Zenodo.
r  textbook  repository  api  language 
october 2017 by jerid.francom
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