Ecosyste.ms: Summary

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pyOpenSci: https://github.com/unionai-oss/pandera

assertions data-assertions data-check data-cleaning data-processing data-validation data-verification dataframe-schema dataframes hypothesis-testing pandas pandas-dataframe pandas-validation pandas-validator schema testing testing-tools validation

Score: 16.21360581076531

Last synced: about 5 hours ago
JSON representation

Repository metadata:

A light-weight, flexible, and expressive statistical data testing library

Host: GitHub
URL: https://github.com/unionai-oss/pandera
Owner: unionai-oss
License: mit
Created: 2018-11-01T02:18:34.000Z (over 5 years ago)
Default Branch: main
Last Pushed: 2024-05-01T14:49:35.000Z (18 days ago)
Last Synced: 2024-05-02T00:07:33.962Z (17 days ago)
Topics: assertions, data-assertions, data-check, data-cleaning, data-processing, data-validation, data-verification, dataframe-schema, dataframes, hypothesis-testing, pandas, pandas-dataframe, pandas-validation, pandas-validator, schema, testing, testing-tools, validation
Language: Python
Homepage: https://www.union.ai/pandera
Size: 3.41 MB
Stars: 3,009
Watchers: 20
Forks: 273
Open Issues: 325
Metadata Files:
- Readme: README.md
- Contributing: .github/CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md
Funding:
- Github: cosmicBboy
- Patreon:
- Open collective:
- Ko fi:
- Tidelift:
- Community bridge:
- Liberapay:
- Issuehunt:
- Otechie:
- Custom:

Owner metadata:

Name: unionai-oss
Login: unionai-oss
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/94206482?v=4
Repositories: 8
Last ynced at: 2023-03-04T16:20:21.849Z
Profile URL: https://github.com/unionai-oss

GitHub Events

Total

Create event: 103
Delete event: 79
Fork event: 117
Issue comment event: 1165
Issues event: 351
Pull request event: 354
Pull request review comment event: 110
Pull request review event: 209
Push event: 384
Release event: 29
Watch event: 1093
Total: 3994

Last Year

Create event: 69
Delete event: 58
Fork event: 83
Issue comment event: 870
Issues event: 260
Pull request event: 260
Pull request review comment event: 96
Pull request review event: 163
Push event: 300
Release event: 21
Watch event: 883
Total: 3063

Committers metadata

Last synced: 5 days ago

Total Commits: 720
Total Committers: 132
Avg Commits per committer: 5.455
Development Distribution Score (DDS): 0.389

Commits in past year: 178
Committers in past year: 47
Avg Commits per committer in past year: 3.787
Development Distribution Score (DDS) in past year: 0.545

Name	Email	Commits
Niels Bantilan	n**n@g**m	440
Nigel Markey	n**b@g**m	30
dependabot[bot]	4****]	28
Jean-Francois Zinque	j**e@g**m	22
Cristian Matache	c**e@h**m	9
cosmicBboy	n**n@t**m	8
Nathan McDougall	n**l@t**z	8
filipeo2-mck	1****k	7
Baden Ashford	6****i	6
Arne	a**l@h**m	5
derinwalters	1****s	4
Nick Crews	n**s@g**m	4
ktroutman	k**n@g**m	3
Sean Mackesey	s**y@g**m	3
Riccardo Albertazzi	p**o@g**m	3
Matt Morris	m**s@r**m	3
Gordon Hart	g**2@g**m	3
Ferdinand Hahmann	g**t@f**e	3
Tomas Pereira de Vasconcelos	t**1@g**m	2
Ajith Aravind	a**0@g**m	2
Anton Loukianov	a**n@u**i	2
Kevin Kho	k**o@g**m	2
Matthew Barber	q**t@g**m	2
Michal Baumgartner	m**r@g**m	2
Nemanja Radojković	r**n@g**m	2
Matthew	p****6	2
Andrii Grygoryshyn	4****3	2
fleimgruber	f**r@p**u	2
manel-ab	5****b	2
mattB1989	m****9	2
and 102 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 414
Total pull requests: 323
Average time to close issues: 4 months
Average time to close pull requests: 15 days
Total issue authors: 198
Total pull request authors: 75
Average comments per issue: 3.34
Average comments per pull request: 2.26
Merged pull request: 248
Bot issues: 0
Bot pull requests: 47

Past year issues: 200
Past year pull requests: 203
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 10 days
Past year issue authors: 140
Past year pull request authors: 57
Past year average comments per issue: 2.0
Past year average comments per pull request: 2.15
Past year merged pull request: 150
Past year bot issues: 0
Past year bot pull requests: 47

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/unionai-oss/pandera

Top Issue Authors

cosmicBboy (45)
C0DK (10)
nathanjmcdougall (9)
hebrd (8)
bfmcneill (6)
madkopp (6)
Smartitect (6)
mangecoeur (6)
devmcp (6)
PetitLepton (6)
honno (6)
Shiwatari (5)
nolanbconaway (5)
oleksandr-lazarchuk (5)
filipallberg (5)

Top Pull Request Authors

cosmicBboy (119)
dependabot[bot] (47)
nathanjmcdougall (13)
NeerajMalhotra-QB (11)
kykyi (10)
filipeo2-mck (9)
jaskaransinghsidana (7)
Finesim97 (5)
timleslie (5)
gjeusel (5)
DillonSteyl (5)
derinwalters (4)
nwoodbury (3)
HenriqueAJNB (3)
timkpaine (3)

Top Issue Labels

bug (211)
enhancement (134)
help wanted (42)
question (39)
docs (17)
good first issue (5)
discussion (3)
scipy 2021 (2)
proposal (1)
future (1)

Top Pull Request Labels

dependencies (47)
python (40)
enhancement (6)
github_actions (3)
docs (1)