extendr
tidypolars
| extendr | tidypolars | |
|---|---|---|
| 2 | 7 | |
| 449 | 353 | |
| 1.6% | 1.4% | |
| 8.1 | 8.9 | |
| about 1 month ago | 3 months ago | |
| Rust | Python | |
| MIT License | MIT License |
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.
extendr
tidypolars
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Modern Polars: a side-by-side comparison with Pandas
I recommend trying tidypolars
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Modern Polars: an extensive side-by-side comparison of Polars and Pandas
There’s a tidypolars package that appears to be well-maintained https://github.com/markfairbanks/tidypolars
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R Tidyverse / dplyr is life changing!
tidypolars is one I’ve seen. Still very new, but it’s built on top of polars (which is a little more like dplyr to begin with), so it’s much faster than pandas.
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Introducing tidypolars - a Python data frame package with syntax familiar to R tidyverse users
If I misunderstood your question - feel free to open a discussion with a small code example and we can talk through how you can do it in tidypolars.
- Introducing tidypolars - a Python data frame package for R tidyverse users
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Tidyverse appreciation thread
Try out tidypolars. It's really close to tidyverse syntax and it's a lot faster than pandas as well
What are some alternatives?
newswrap - Hacker News API bindings for Rust.
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
ormsgpack - Msgpack serialization/deserialization library for Python, written in Rust using PyO3 and rust-msgpack. Reboot of orjson. msgpack.org[Python]
tidytable - Tidy interface to 'data.table'
roux - Simple and (a)synchronous Reddit API wrapper for Rust.
dtplyr - Data table backend for dplyr
JuliaCall - Embed Julia in R
db-benchmark - reproducible benchmark of database-like ops
zana - Browser extension that adds book information and ratings to supported bookstore websites.
Apache Arrow - Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics
riot
pandoc - Universal markup converter