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https://github.com/mrkn/pandas.rb
Pandas wrapper for Ruby
https://github.com/mrkn/pandas.rb
Last synced: 11 days ago
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Pandas wrapper for Ruby
- Host: GitHub
- URL: https://github.com/mrkn/pandas.rb
- Owner: mrkn
- License: mit
- Created: 2017-09-07T08:11:30.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2023-08-29T17:26:06.000Z (about 1 year ago)
- Last Synced: 2024-10-17T05:33:04.299Z (24 days ago)
- Language: Ruby
- Size: 91.8 KB
- Stars: 122
- Watchers: 9
- Forks: 7
- Open Issues: 10
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGES.md
- License: LICENSE.txt
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README
# Pandas wrapper for Ruby
[](https://github.com/mrkn/pandas.rb/actions?query=workflow%3ACI)
This library enables to directry call [pandas](http://pandas.pydata.org/) from Ruby language.
This uses [pycall](https://github.com/mrkn/pycall).
## Installation
Add this line to your application's Gemfile:
```ruby
gem 'pandas'
```
And then execute:
$ bundle
Or install it yourself as:
$ gem install pandas
## Usage
Example usage:
```ruby
require 'pandas'
df = Pandas.read_csv('data/titanic.csv')
puts df.groupby(:Sex)[:Survived].describe
# count mean std min 25% 50% 75% max
# Sex
# female 314.0 0.742038 0.438211 0.0 0.0 1.0 1.0 1.0
# male 573.0 0.190227 0.392823 0.0 0.0 0.0 0.0 1.0
puts df.groupby(:Sex)[:Age].describe
# count mean std min 25% 50% 75% max
# Sex
# female 314.0 27.719745 13.834740 0.75 18.0 27.0 36.0 63.0
# male 573.0 30.431361 14.197273 0.42 21.0 28.0 38.0 80.0
```
## Development
After checking out the repo, run `bin/setup` to install dependencies. Then, run `rake spec` to run the tests. You can also run `bin/console` for an interactive prompt that will allow you to experiment.
To install this gem onto your local machine, run `bundle exec rake install`. To release a new version, update the version number in `version.rb`, and then run `bundle exec rake release`, which will create a git tag for the version, push git commits and tags, and push the `.gem` file to [rubygems.org](https://rubygems.org).
## Contributing
Bug reports and pull requests are welcome on GitHub at https://github.com/mrkn/pandas.rb.
## License
The gem is available as open source under the terms of the [MIT License](http://opensource.org/licenses/MIT).