pyam

analysis energy-systems iamc-format integrated-assessment integrated-assessment-scenarios macro-energy modeling pyam scenario scenario-data timeseries-format visualization

Score: 21.212495260485486

Last synced: about 18 hours ago
JSON representation

Repository metadata:

Analysis & visualization of energy & climate scenarios

Host: GitHub
URL: https://github.com/IAMconsortium/pyam
Owner: IAMconsortium
License: apache-2.0
Created: 2017-12-06T19:35:45.000Z (over 8 years ago)
Default Branch: main
Last Pushed: 2026-05-08T08:59:26.000Z (6 days ago)
Last Synced: 2026-05-08T10:33:31.150Z (5 days ago)
Topics: analysis, energy-systems, iamc-format, integrated-assessment, integrated-assessment-scenarios, macro-energy, modeling, pyam, scenario, scenario-data, timeseries-format, visualization
Language: Python
Homepage: https://pyam-iamc.readthedocs.io/
Size: 60.1 MB
Stars: 282
Watchers: 13
Forks: 129
Open Issues: 106
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.rst
- License: LICENSE
- Citation: CITATION.cff
- Authors: AUTHORS.rst
- Notice: NOTICE.md

Owner metadata:

Name: Integrated Assessment Modeling Consortium (IAMC)
Login: IAMconsortium
Email:
Kind: organization
Description:
Website: https://www.iamconsortium.org
Location:
Twitter: IAMConsortium
Company:
Icon url: https://avatars.githubusercontent.com/u/19565808?v=4
Repositories: 4
Last Synced at: 2023-02-28T22:35:22.613Z
Profile URL: https://github.com/IAMconsortium

GitHub Events

Total

Create event: 20
Delete event: 14
Fork event: 7
Issue comment event: 60
Issues event: 14
Pull request event: 72
Pull request review comment event: 50
Pull request review event: 54
Push event: 36
Release event: 3
Watch event: 30
Total: 360

Last Year

Create event: 11
Delete event: 10
Fork event: 1
Issue comment event: 15
Issues event: 7
Pull request event: 31
Pull request review comment event: 17
Pull request review event: 27
Push event: 15
Release event: 1
Watch event: 8
Total: 143

Committers metadata

Last synced: 4 days ago

Total Commits: 692
Total Committers: 34
Avg Commits per committer: 20.353
Development Distribution Score (DDS): 0.337

Commits in past year: 33
Committers in past year: 5
Avg Commits per committer in past year: 6.6
Development Distribution Score (DDS) in past year: 0.394

Name	Email	Commits
Daniel Huppmann	d**h@d**t	459
Matthew Gidden	m**n@g**m	113
Zeb Nicholls	z**s@c**g	21
Jonas Hörsch	j**h@c**g	17
dependabot[bot]	4****]	10
Philip Hackstock	2****k	9
Rlamboll	r**l@h**k	8
Nikolay Kushin	z**h@g**m	7
Fridolin Glatter	8****2	5
OFR-IIASA	f**o@i**t	4
David Almeida	5****a	3
Edward Byers	b**s@i**t	3
Jarmo Kikstra	4****a	3
Maik Budzinski	5****z	3
Pietro Monticone	3****e	3
pjuergens	7****s	3
Mathias Hauser	m****e	2
Paul Natsuo Kishimoto	m**l@p**e	2
dependabot-preview[bot]	2****]	2
rossursino	4****o	1
lumbric	l**c@g**m	1
Thorsten Burandt	2****t	1
Suvayu Ali	s****u	1
Philipp S. Sommer	C****p	1
Michael Pimmer	b**b@f**t	1
Max Wolschlager	a**s@m**o	1
Linh Ho	4****o	1
Laura Wienpahl	5****n	1
Karthikeyan Singaravelan	t**i@g**m	1
Kamil	3****5	1
and 4 more...

Issue and Pull Request metadata

Last synced: 5 days ago

Total issues: 289
Total pull requests: 738
Average time to close issues: 4 months
Average time to close pull requests: 13 days
Total issue authors: 55
Total pull request authors: 39
Average comments per issue: 2.44
Average comments per pull request: 2.84
Merged pull request: 599
Bot issues: 0
Bot pull requests: 38

Past year issues: 12
Past year pull requests: 48
Past year average time to close issues: 1 day
Past year average time to close pull requests: 9 days
Past year issue authors: 3
Past year pull request authors: 5
Past year average comments per issue: 0.25
Past year average comments per pull request: 1.23
Past year merged pull request: 30
Past year bot issues: 0
Past year bot pull requests: 14

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/IAMconsortium/pyam

Top Issue Authors

danielhuppmann (99)
gidden (52)
znicholls (19)
phackstock (19)
Rlamboll (16)
byersiiasa (11)
pjuergens (7)
khaeru (6)
stefaneidelloth (4)
l-welder (3)
Chilipp (2)
maxtav (2)
shiladitya146 (2)
coroa (2)
willu47 (2)

Top Pull Request Authors

danielhuppmann (429)
gidden (105)
znicholls (38)
dependabot[bot] (31)
coroa (22)
phackstock (15)
glatterf42 (10)
zikolach (8)
quant12345 (8)
Rlamboll (8)
dependabot-preview[bot] (7)
dc-almeida (7)
OFR-IIASA (4)
pjuergens (4)
LinhHo (4)

Top Issue Labels

enhancement (39)
bug (36)
plotting (13)
good first issue (12)
question (10)
iiasa-api (9)
data-ops (5)
datetime (5)
dependencies (5)
tutorial (5)
data back-end (4)
logging (3)
help wanted (3)
next release (3)
extra-cols (1)
downscaling (1)

Top Pull Request Labels

dependencies (51)
enhancement (27)
bug (21)
plotting (18)
python (13)
data back-end (13)
iiasa-api (11)
data-ops (10)
datetime (6)
tutorial (5)
generic-index-cols (3)
extra-cols (2)
logging (2)
debiasing (1)
github_actions (1)
downscaling (1)
next release (1)
question (1)
R (1)

Package metadata

Total packages: 3
Total downloads:
- conda: 123,631 total
Total dependent packages: 3 (may contain duplicates)
Total dependent repositories: 6 (may contain duplicates)
Total versions: 101

proxy.golang.org: github.com/iamconsortium/pyam

Homepage:
Documentation: https://pkg.go.dev/github.com/iamconsortium/pyam#section-documentation
Licenses: apache-2.0
Latest release: v3.3.0+incompatible (published about 2 months ago)
Last Synced: 2026-05-02T15:05:30.348Z (11 days ago)
Versions: 39
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 1.622%
- Average: 4.057%
- Dependent packages count: 6.492%

proxy.golang.org: github.com/IAMconsortium/pyam

Homepage:
Documentation: https://pkg.go.dev/github.com/IAMconsortium/pyam#section-documentation
Licenses: apache-2.0
Latest release: v3.3.0+incompatible (published about 2 months ago)
Last Synced: 2026-05-02T15:05:30.365Z (11 days ago)
Versions: 39
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.999%
- Average: 8.173%
- Dependent repos count: 9.346%

conda-forge.org: pyam

The open-source Python package **pyam** provides a suite of tools and functions for analyzing and visualizing input data (i.e., assumptions/parametrization) and results (model output) of integrated-assessment models, macro-energy scenarios, energy systems analysis, and sectoral studies. **Key features** - Simple analysis of scenario timeseries data with an interface similar in feel & style to the widely used [pandas.DataFrame](https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.html) - Advanced visualization and plotting functions (see the [gallery](https://pyam-iamc.readthedocs.io/en/stable/gallery/index.html)) - Scripted validation and processing of scenario data and results

Homepage: https://pyam-iamc.readthedocs.io/
Licenses: Apache-2.0
Latest release: 1.6.0 (published over 3 years ago)
Last Synced: 2026-04-01T13:31:34.199Z (about 1 month ago)
Versions: 23
Dependent Packages: 3
Dependent Repositories: 6
Downloads: 123,631 Total
Rankings:
- Dependent repos count: 13.836%
- Dependent packages count: 15.638%
- Forks count: 18.498%
- Average: 18.848%
- Stargazers count: 27.422%

Dependencies

.github/workflows/nightly.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
r-lib/actions/setup-pandoc v1 composite

.github/workflows/publish.yml actions

actions/cache v2 composite
actions/checkout v3 composite
actions/setup-python v4 composite
pypa/gh-action-pypi-publish v1.4.1 composite

.github/workflows/pytest-legacy.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/pytest.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
codecov/codecov-action v1 composite

poetry.lock pypi

323 dependencies

pyproject.toml pypi

python-calamine >=0.2.3 calamine
coverage >=6.5.0 develop
coveralls >=3.3.1 develop
pandas-stubs >=2.3.2.250926 develop
pytest >=8.0.2 develop
pytest-cov >=4.1.0 develop
pytest-mpl >=0.17.0 develop
ruff >=0.2.1 develop
autodocsumm >=0.2.12 docs
kaleido >=0.2.0, <0.2.1.post docs
nbsphinx >=0.9.3 docs
numpydoc >=1.6.0 docs
pillow >=10.2.0 docs
sphinx >=7.2.6 docs
sphinx-gallery >=0.15.0 docs
datapackage >=1.15.2 optional_io_formats
xarray >=2024.6.0 optional_io_formats
xlrd >=2.0.1 optional_io_formats
plotly >=5.19.0 optional_plotting
iam-units >=2020.4.21
ixmp4 >=0.13.0
matplotlib >=3.6.0
numpy >=1.26.0
openpyxl >=3.1.2
pandas >=2.1.2
pint >=0.13
pyyaml >=6.0.1
requests >2.27.1
scipy >=1.10.0
seaborn >=0.11
wquantiles >=0.6
xlsxwriter >=3.0.3
ipykernel >=6.29.3 tutorials
jupyter-client >=8.6.0 tutorials
nbconvert >= 7.3 tutorials
nbformat >=5.9.2 tutorials
pypandoc >=1.13 tutorials
unfccc-di-api >=3.0.1 unfccc
wbdata >=1.0.0 wbdata

.github/workflows/ruff.yml actions

actions/checkout v4 composite
astral-sh/ruff-action v3 composite

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