tidytext
Text mining using tidy tools :sparkles::page_facing_up::sparkles: (by juliasilge)
janitor
simple tools for data cleaning in R (by sfirke)
tidytext | janitor | |
---|---|---|
3 | 2 | |
1,157 | 1,341 | |
- | - | |
3.2 | 6.2 | |
25 days ago | 2 months ago | |
R | R | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tidytext
Posts with mentions or reviews of tidytext.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-16.
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Erik Prince, Founder of Blackwater, Faces Indictment in Austria for Trafficking Arms to Libya in Violation of UN Arms Embargo
Others have explored Trump’s timeline and noticed this tends to hold up- and Trump himself does indeed tweet from a Samsung Galaxy. But how could we examine it quantitatively? I’ve been writing about text mining and sentiment analysis recently, particularly during my development of the tidytext R package with Julia Silge, and this is a great opportunity to apply it again.
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[Q] Does anyone use R to code qualitative data?
If you've been learning R with the Tidyverse style, tidytext may be useful, too.
- Token splitting in R for corpus linguistics
janitor
Posts with mentions or reviews of janitor.
We have used some of these posts to build our list of alternatives
and similar projects.
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Working with columns names that are numbers (in this case, years)
I would just clean the names and work with those. Then there is no need to use backticks. Read about the function clean_names in the janitor vignette: https://github.com/sfirke/janitor
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R Libraries Every Data Scientist Should Know - Pyoflife
I just stumbled across Janitor which can help you clean colum names easily.
What are some alternatives?
When comparing tidytext and janitor you can also consider the following projects:
quanteda - An R package for the Quantitative Analysis of Textual Data
tidyverse - Easily install and load packages from the tidyverse
IntRo - Introduction to R for health data
qcoder - Lightweight package to do qualitative coding
Practical-Applications-in-R-for-Psychologists - Lesson files for Practical Applications in R for Psychologists.
awesome-computational-social-science - A list of awesome resources for Computational Social Science
tidylog - Tidylog provides feedback about dplyr and tidyr operations. It provides wrapper functions for the most common functions, such as filter, mutate, select, and group_by, and provides detailed output for joins.