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Top 23 R R Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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FriendsDontLetFriends
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
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SaaSHub
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drake
An R-focused pipeline toolkit for reproducibility and high-performance computing (by ropensci)
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SaaSHub
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Project mention: Friends don't let friends make certain types of data visualizations | news.ycombinator.com | 2023-11-19
Project mention: Show HN: Open-source, browser-local data exploration using DuckDB-WASM and PRQL | news.ycombinator.com | 2024-03-15That's great feedback, thanks!
This tool definitely comes from a place of personal need - beyond just handling large files, I've also never really gelled well with the Excel/Google Sheet model of changing data in place as if you were editing text. I'm a Data Scientist and always preferred the chained data transforms you see in things like dplyr (https://dplyr.tidyverse.org/) or Polars (https://pola.rs/) and I feel this tool maps very closely to the chained model.
Also, thank you for the feature requests! Those would all be very useful - we'll put them on the roadmap.
I'm surprised to see no one has pointed out [RMarkdown + RStudio](https://rmarkdown.rstudio.com) as one way to immediately interface with Pandoc.
I used to write papers and slides in LaTeX (using vim, because who needs render previews), then eventually switched to Pandoc (also vim). I eventually discovered RMarkdown+RStudio. I was looking for a nice way to format a simple table and discovered that rmarkdown had nice extensions of basic markdown (this was many years ago so maybe that is incorporated into vanilla markdown/pandoc).
The RMarkdown page claims:
> R Markdown supports dozens of static and dynamic output formats including HTML, PDF, MS Word, Beamer, HTML5 slides, Tufte-style handouts, books, dashboards, shiny applications, scientific articles, websites, and more.
...which I think is largely due to using pandoc as the core generator.
RStudio shows you the pandoc command it runs to generate your document, which I've used to figure out the pandoc command I want to run when I've switched to using pandoc directly.
This is a bit of a "lazy" way to interact with pandoc. Maybe the "laziest" aspect: when I get a new computer, I can install the entire stack by installing Rstudio, then opening a new rmarkdown document. Rstudio asks whether I'd like to install all the necessary libraries -- click "yes" and that's it. Maybe that sounds silly but it used to be a lot of work to manage your LaTeX install. These days I greatly favor things that save me time, which seems to get more precious every year.
Project mention: Collecting Data from News Articles using Web Scraping - Help | /r/rstats | 2023-06-01You’re looking for the rvest package
Project mention: Location of Kickstarter campaigns, 2009-2020 (Top 30 only). Please feel free to suggest improvements! [OC] RStudio. | /r/dataisbeautiful | 2023-06-19research color palettes, you can find a comprehensive list here
sf
Project mention: Erik Prince, Founder of Blackwater, Faces Indictment in Austria for Trafficking Arms to Libya in Violation of UN Arms Embargo | /r/law | 2023-06-17Others 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.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
R R related posts
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How to generate a great website and reference manual for your R package
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ggplot2
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Polars R Package
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2023 Lookback
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Ask HN: How do you build diagrams for the web?
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[General Discussion] Around the Horn - 12/11/23
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Any suggestions on where I can learn R studio for an affordable cost?
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A note from our sponsor - InfluxDB
www.influxdata.com | 6 May 2024
Index
What are some of the best open-source R projects in R? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ggplot2 | 6,337 |
| 2 | awesome-R | 5,792 |
| 3 | FriendsDontLetFriends | 5,968 |
| 4 | dplyr | 4,658 |
| 5 | r4ds | 4,366 |
| 6 | rmarkdown | 2,807 |
| 7 | DataScienceR | 1,959 |
| 8 | ggstatsplot | 1,926 |
| 9 | wesanderson | 1,865 |
| 10 | esquisse | 1,743 |
| 11 | blogdown | 1,704 |
| 12 | DiagrammeR | 1,675 |
| 13 | tidyverse | 1,602 |
| 14 | rvest | 1,471 |
| 15 | r-color-palettes | 1,436 |
| 16 | janitor | 1,342 |
| 17 | tidyr | 1,340 |
| 18 | drake | 1,329 |
| 19 | sf | 1,277 |
| 20 | purrr | 1,223 |
| 21 | tidytext | 1,157 |
| 22 | lintr | 1,154 |
| 23 | forecast | 1,099 |
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