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R Language vs Elixir: What are the differences?
R Language: A language and environment for statistical computing and graphics. R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, ...) and graphical techniques, and is highly extensible; Elixir: Dynamic, functional language designed for building scalable and maintainable applications. Elixir leverages the Erlang VM, known for running low-latency, distributed and fault-tolerant systems, while also being successfully used in web development and the embedded software domain.
R Language and Elixir can be primarily classified as "Languages" tools.
"Data analysis " is the primary reason why developers consider R Language over the competitors, whereas "Concurrency" was stated as the key factor in picking Elixir.
Elixir is an open source tool with 16.5K GitHub stars and 2.37K GitHub forks. Here's a link to Elixir's open source repository on GitHub.
Resultados Digitais, NoRedInk, and Poll Everywhere are some of the popular companies that use Elixir, whereas R Language is used by Instacart, Key Location, and inFeedo. Elixir has a broader approval, being mentioned in 374 company stacks & 1315 developers stacks; compared to R Language, which is listed in 357 company stacks and 804 developer stacks.
Pros of Elixir
- Concurrency172
- Functional161
- Erlang vm133
- Great documentation112
- Great tooling105
- Immutable data structures86
- Open source81
- Pattern-matching77
- Easy to get started62
- Actor library59
- Functional with a neat syntax32
- Ruby inspired29
- Erlang evolved25
- Homoiconic24
- Beauty of Ruby, Speed of Erlang/C22
- Fault Tolerant17
- Simple14
- High Performance13
- Pipe Operator11
- Good lang11
- Doc as first class citizen11
- Stinkin' fast, no memory leaks, easy on the eyes9
- Fun to write9
- Resilient to failure8
- OTP8
- GenServer takes the guesswork out of background work6
- Not Swift4
- Pattern matching4
- Idempotence4
- Fast, Concurrent with clean error messages4
- Easy to use3
- Dynamic Typing2
- Error isolation2
Pros of R Language
- Data analysis84
- Graphics and data visualization63
- Free54
- Great community45
- Flexible statistical analysis toolkit38
- Easy packages setup27
- Access to powerful, cutting-edge analytics27
- Interactive18
- R Studio IDE13
- Hacky9
- Shiny apps7
- Shiny interactive plots6
- Preferred Medium6
- Automated data reports5
- Cutting-edge machine learning straight from researchers4
- Machine Learning3
- Graphical visualization2
- Flexible Syntax1
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Cons of Elixir
- Fewer jobs for Elixir experts11
- Smaller userbase than other mainstream languages7
- Elixir's dot notation less readable ("object": 1st arg)5
- Dynamic typing4
- Difficult to understand1
- Not a lot of learning books available1
Cons of R Language
- Very messy syntax6
- Tables must fit in RAM4
- Arrays indices start with 13
- Messy syntax for string concatenation2
- No push command for vectors/lists2
- Messy character encoding1
- Poor syntax for classes0
- Messy syntax for array/vector combination0
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What is Elixir?
What is R Language?
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What companies use Elixir?
What companies use R Language?
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What tools integrate with R Language?
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