DataFrames

In-memory tabular data in Julia

https://github.com/juliadata/dataframes.jl

Science Score: 77.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
Found 5 DOI reference(s) in README
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Academic publication links
Links to: zenodo.org
✓
Committers with academic emails
16 of 234 committers (6.8%) from academic institutions
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (13.5%) to scientific vocabulary

Keywords

data data-frame dataframes datasets hacktoberfest julia tabular-data

Keywords from Contributors

data-structures graphs juliagraphs datastructures graph-analytics graph-algorithms graph-theory graphics sciml differential-equations

Last synced: 4 months ago · JSON representation ·

Repository

In-memory tabular data in Julia

Basic Info

Host: GitHub
Owner: JuliaData
License: other
Language: Julia
Default Branch: main
Homepage: https://dataframes.juliadata.org/stable/
Size: 29.5 MB

Statistics

Stars: 1,782
Watchers: 44
Forks: 375
Open Issues: 159
Releases: 82

Topics

data data-frame dataframes datasets hacktoberfest julia tabular-data

Created over 13 years ago · Last pushed 5 months ago

Metadata Files

Readme Changelog Contributing License Citation

DataFrames.jl

Tools for working with tabular data in Julia.

Installation: at the Julia REPL, using Pkg; Pkg.add("DataFrames")

Documentation:

Reporting Issues and Contributing: See CONTRIBUTING.md

Maintenance: DataFrames is maintained collectively by the JuliaData collaborators. Responsiveness to pull requests and issues can vary, depending on the availability of key collaborators.

Learning: New to DataFrames.jl? Check out our free Julia Academy course which will walk you through how to use DataFrames.jl. You can also check out Bogumił Kamiński's DataFrames.jl tutorial that is available on GitHub.

Citing: We encourage you to cite our work if you have used DataFrames.jl package. Starring the DataFrames.jl repository on GitHub is also appreciated.

The citation information may be found in the CITATION.bib file within the repository:

Bouchet-Valat, M., & Kamiński, B. (2023). DataFrames.jl: Flexible and Fast Tabular Data in Julia. Journal of Statistical Software, 107(4), 1–32. https://doi.org/10.18637/jss.v107.i04

Owner

Name: JuliaData
Login: JuliaData
Kind: organization

Repositories: 40
Profile: https://github.com/JuliaData

Data manipulation, storage, and I/O in Julia

Citation (CITATION.bib)

@article{JSSv107i04,
 title={DataFrames.jl: Flexible and Fast Tabular Data in Julia},
 volume={107},
 url={https://www.jstatsoft.org/index.php/jss/article/view/v107i04},
 doi={10.18637/jss.v107.i04},
 abstract={DataFrames.jl is a package written for and in the Julia language offering flexible and efficient handling of tabular data sets in memory. Thanks to Julia’s unique strengths, it provides an appealing set of features: Rich support for standard data processing tasks and excellent flexibility and efficiency for more advanced and non-standard operations. We present the fundamental design of the package and how it compares with implementations of data frames in other languages, its main features, performance, and possible extensions. We conclude with a practical illustration of typical data processing operations.},
 number={4},
 journal={Journal of Statistical Software},
 author={Bouchet-Valat, Milan and Kamiński, Bogumił},
 year={2023},
 pages={1--32}
}

GitHub Events

Total

Create event: 9
Commit comment event: 1
Release event: 1
Issues event: 28
Watch event: 67
Delete event: 2
Issue comment event: 119
Push event: 31
Pull request review comment event: 16
Pull request review event: 26
Pull request event: 31
Fork event: 11

Last Year

Create event: 9
Commit comment event: 1
Release event: 1
Issues event: 28
Watch event: 67
Delete event: 2
Issue comment event: 119
Push event: 31
Pull request review comment event: 16
Pull request review event: 26
Pull request event: 31
Fork event: 11

Committers

Last synced: 8 months ago

All Time

Total Commits: 2,384
Total Committers: 234
Avg Commits per committer: 10.188
Development Distribution Score (DDS): 0.745

Past Year

Commits: 27
Committers: 14
Avg Commits per committer: 1.929
Development Distribution Score (DDS): 0.704

Top Committers

Name	Email	Commits
Bogumił Kamiński	b**s@s**l	609
John Myles White	j**w@j**m	317
Tom Short	t**t@i**g	203
Milan Bouchet-Valat	n**n@c**r	200
Sean Garborg	s**g@g**m	111
Simon Kornblith	s**n@s**m	67
quinnj	q**d@g**m	64
Harlan Harris	h**s@k**m	43
Alexey Stukalov	a**v@g**m	42
Cameron Prybol	c**l@g**m	37
Douglas Bates	d**s@g**m	37
Chris DuBois	c**s@g**m	28
Kevin Squire	k**e@g**m	26
pdeffebach	2****h	20
Alex Arslan	a**n@c**t	19
Harlan Harris	h**n@h**e	18
David Anthoff	a**f@b**u	16
Alex Mellnik	a**k@g**m	13
Dave Kleinschmidt	d**t@b**u	12
Takafumi Arakaki	a**f@g**m	11
tan	t**m@g**m	11
Ronan Arraes Jardim Chagas	r**r@g**m	10
Peter	4****h	10
Tom Short	t**s@g**m	10
milktrader	m**r@g**m	9
Andreas Noack	a**n@g**m	9
Johan Gustafsson	j**n@c**m	8
timema	t**l@g**m	8
Viral B. Shah	V****h	7
Lyndon White	o**x@u**u	7
and 204 more...

Committer Domains (Top 20 + Academic)

decsai.ugr.es: 1 posteo.de: 1 aluthge.com: 1 thebeckmeyers.xyz: 1 free.fr: 1 jaredforsyth.com: 1 fastmail.com: 1 slumpy.org: 1 me.com: 1 krastanov.org: 1 ssfrr.com: 1 physik.hu-berlin.de: 1 simons-rock.edu: 1 bpeirce.me: 1 fiatflux.co.uk: 1 amellnik-desk.amr.corp.intel.com: 1 woolcock.us: 1 soundcloud.com: 1 vanguard.com: 1 julialang.org: 1 maths.ox.ac.uk: 1 bgc-jena.mpg.de: 1 snm.ku.dk: 1 csuchico.edu: 1 dynamic-oit-fishnet-d-25.princeton.edu: 1 nyu.edu: 1 college.harvard.edu: 1 chalmers.se: 1 rug.nl: 1 cs.washington.edu: 1 bcs.rochester.edu: 1 berkeley.edu: 1 ieee.org: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 169
Total pull requests: 145
Average time to close issues: 4 months
Average time to close pull requests: 27 days
Total issue authors: 101
Total pull request authors: 40
Average comments per issue: 5.19
Average comments per pull request: 3.31
Merged pull requests: 109
Bot issues: 0
Bot pull requests: 15

Past Year

Issues: 28
Pull requests: 34
Average time to close issues: about 18 hours
Average time to close pull requests: 6 days
Issue authors: 22
Pull request authors: 12
Average comments per issue: 0.57
Average comments per pull request: 1.38
Merged pull requests: 23
Bot issues: 0
Bot pull requests: 7

View more stats

Top Authors

Issue Authors

bkamins (26)
jariji (13)
alex-s-gardner (5)
adienes (5)
pdeffebach (4)
stensmo (4)
George9000 (4)
ctarn (3)
eoteroe (3)
nalimilan (2)
mzy2240 (2)
MagicMuscleMan (2)
kescobo (2)
schlichtanders (2)
robsmith11 (2)

Pull Request Authors

bkamins (60)
nathanrboyer (12)
dependabot[bot] (10)
ViralBShah (6)
github-actions[bot] (5)
tdhock (4)
hyrodium (4)
LilithHafner (3)
leei (3)
likanzhan (2)
rOsemium (2)
agdestein (2)
drizk1 (2)
versionbaygt (2)
ronisbr (2)

Top Labels

Issue Labels

feature (36) decision (19) question (17) display (16) bug (12) doc (9) non-breaking (8) ecosystem (7) performance (6) joins (5) multithreading (3) grouping (2) reshaping (2) breaking (2) CI (1) help wanted (1) priority (1)

Pull Request Labels

doc (27) ecosystem (22) feature (21) bug (13) CI (6) non-breaking (4) display (3) decision (2) multithreading (1) grouping (1) reshaping (1)

Packages

Total packages: 3
Total downloads:
- julia 19,644 total

Total dependent packages: 975
(may contain duplicates)
Total dependent repositories: 604
(may contain duplicates)
Total versions: 359

juliahub.com: DataFrames

In-memory tabular data in Julia

Homepage: https://dataframes.juliadata.org/stable/
Documentation: https://docs.juliahub.com/General/DataFrames/stable/
License: MIT
Latest release: 1.7.1
published 5 months ago

Versions: 67
Dependent Packages: 975
Dependent Repositories: 604
Downloads: 19,644 Total

Rankings

Dependent packages count: 0.0%

Dependent repos count: 0.0%

Forks count: 0.1%

Average: 0.1%

Stargazers count: 0.2%

Last synced: 4 months ago

proxy.golang.org: github.com/juliadata/dataframes.jl

Documentation: https://pkg.go.dev/github.com/juliadata/dataframes.jl#section-documentation
License: other
Latest release: v1.7.1
published 5 months ago

Versions: 146
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 6.5%

Average: 6.7%

Dependent repos count: 6.9%

Last synced: 4 months ago

proxy.golang.org: github.com/JuliaData/DataFrames.jl

Documentation: https://pkg.go.dev/github.com/JuliaData/DataFrames.jl#section-documentation
License: other
Latest release: v1.7.1
published 5 months ago

Versions: 146
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 6.5%

Average: 6.7%

Dependent repos count: 6.9%

Last synced: 4 months ago

Dependencies

.github/workflows/CompatHelper.yml actions

julia-actions/setup-julia latest composite

.github/workflows/TagBot.yml actions

JuliaRegistries/TagBot v1 composite

.github/workflows/ci.yml actions

actions/checkout v2 composite
codecov/codecov-action v1 composite
julia-actions/cache v1 composite
julia-actions/julia-buildpkg v1 composite
julia-actions/julia-buildpkg latest composite
julia-actions/julia-docdeploy latest composite
julia-actions/julia-processcoverage v1 composite
julia-actions/julia-runtest v1 composite
julia-actions/setup-julia v1 composite

DataFrames

Science Score: 77.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

DataFrames.jl

Owner

Citation (CITATION.bib)

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

juliahub.com: DataFrames

Rankings

proxy.golang.org: github.com/juliadata/dataframes.jl

Rankings

proxy.golang.org: github.com/JuliaData/DataFrames.jl

Rankings

Dependencies