panel

Panel: The powerful data exploration & web app framework for Python

Science Score: 36.0%

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

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CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
○
DOI references
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Academic publication links
✓
Committers with academic emails
7 of 192 committers (3.6%) 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 (13.7%) to scientific vocabulary

Keywords

bokeh control-panels dashboards dataapp datascience dataviz gui holoviews holoviz hvplot jupyter matplotlib panel plotly

Keywords from Contributors

alignment flexible closember parallel distributed parallel-computing notebooks astronomy qt astropy

Last synced: 6 months ago · JSON representation

Repository

Panel: The powerful data exploration & web app framework for Python

Basic Info

Host: GitHub
Owner: holoviz
License: bsd-3-clause
Language: Python
Default Branch: main
Homepage: https://panel.holoviz.org
Size: 116 MB

Statistics

Stars: 5,406
Watchers: 61
Forks: 551
Open Issues: 1,130
Releases: 86

Topics

bokeh control-panels dashboards dataapp datascience dataviz gui holoviews holoviz hvplot jupyter matplotlib panel plotly

Created over 7 years ago · Last pushed 6 months ago

Metadata Files

Readme Changelog Contributing Funding License Code of conduct

Panel: The powerful data exploration & web app framework for Python

Panel is an open-source Python library that lets you easily build powerful tools, dashboards and complex applications entirely in Python. It has a batteries-included philosophy, putting the PyData ecosystem, powerful data tables and much more at your fingertips. High-level reactive APIs and lower-level callback based APIs ensure you can quickly build exploratory applications, but you aren't limited if you build complex, multi-page apps with rich interactivity. Panel is a member of the HoloViz ecosystem, your gateway into a connected ecosystem of data exploration tools.

Enjoying Panel? Show your support with a Github star — it’s a simple click that means the world to us and helps others discover it too! ⭐️

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Latest dev release
Latest release
Docs
Notebooks
Support

Panel works with the tools you know and love

Panel makes it easy to combine widgets, plots, tables and other viewable Python objects into custom analysis tools, applications, and dashboards.

Panel works really well with the visualization tools you already know and love like Altair/ Vega, Bokeh, Datashader, Deck.gl/ pydeck, Echarts/ pyecharts, Folium, HoloViews, hvPlot, plotnine, Matplotlib, Plotly, PyVista/ VTK, Seaborn and more. Panel also works with the ipywidgets ecosystem.

Panel provides bi-directional communication making it possible to react to clicks, selections, hover etc. events.

You can develop in Jupyter Notebooks as well as editors like VS Code, PyCharm or Spyder.

Panel provides a unique combination of deployment options. You can share your data and models as - a web application running on the [Tornado](https://www.tornadoweb.org/en/stable/) (default), [Flask](https://flask.palletsprojects.com/), [Django](https://www.djangoproject.com/) or [Fast API](https://fastapi.tiangolo.com/) web server. - a stand alone client side application powered by [Pyodide](https://pyodide.org/en/stable/) or [PyScript](https://pyscript.net/) via [`panel convert`](https://panel.holoviz.org/how_to/wasm/convert.html). - an interactive Jupyter notebook component. - a static `.html` web page, a `.gif` video, a `.png` image and more. Panel has something to offer for every one *from beginner to data pro*. ## Panel is a member of the HoloViz ecosystem Panel is a member of the ambitious [HoloViz](https://holoviz.org/) dataviz ecosystem and has first class support for the other members like [hvPlot](https://hvplot.holoviz.org) (simple .hvplot plotting api), [HoloViews](https://holoviews.org/) (powerful plotting api), and [Datashader](https://datashader.org/) (big data viz). Panel is built on top of [Param](https://param.holoviz.org). Param enables you to annotate your code with parameter ranges, documentation, and dependencies between parameters and code. With this approach, - you don't ever have to commit to whether your code will be used in a notebook, a data app, in batch processing, or reports. - you will write less code and be able to develop large, maintainable code bases! ## Mini getting-started Head over to the [getting started guide](https://panel.holoviz.org/getting_started/index.html) for more! ### Installation Instructions Panel can be installed on Linux, Windows, or Mac with ``conda``: ```bash conda install panel ``` or with ``pip``: ```bash pip install panel ``` See the [Environments](#environments) section below for additional instructions for your environment. ### Interactive data apps Bring your data or model ```python def model(n=5): return "⭐"*n ``` Bind it to a Panel *widget* and *lay it out*. ```python import panel as pn pn.extension() slider = pn.widgets.IntSlider(value=5, start=1, end=5) interactive_model = pn.bind(model, n=slider) layout = pn.Column(slider, interactive_model) ``` ![Panel Notebook Example](https://assets.holoviz.org/panel/readme/notebook.gif) For deployment on a web server wrap it in a nice template. ```python pn.template.FastListTemplate( site="Panel", title="Example", main=[layout], ).servable() ``` Start the server with ```bash panel serve name_of_script.py --show ``` or ```bash panel serve name_of_notebook.ipynb --show ``` ![Panel Example App](https://assets.holoviz.org/panel/readme/example_app.gif) ## Examples [![Panel Gallery](https://assets.holoviz.org/panel/readme/gallery.jpg)](https://panel.holoviz.org/gallery/index.html) [![Panel Chat Examples](https://assets.holoviz.org/panel/readme/panel-chat-examples.jpg)](https://holoviz-topics.github.io/panel-chat-examples/) [![Awesome Panel Gallery](https://assets.holoviz.org/panel/readme/awesome_panel.jpg)](https://www.awesome-panel.org) [![HoloViz Examples Gallery](https://assets.holoviz.org/panel/readme/holoviz_examples.jpg)](https://examples.holoviz.org) ## Get started Develop applications in your favorite notebook or editor environment, including Jupyter(Lab) notebooks, VSCode, Google Colab and many more, [see our getting started guide](https://panel.holoviz.org/getting_started/installation.html#developing-in-different-editors) for more details. ## Support & Feedback - Usage questions and showcases -> [HoloViz Community](https://holoviz.org/community.html) - Bug reports and feature requests -> [Github](https://github.com/holoviz/panel) - Developer discussions -> [Discord](https://discord.gg/rb6gPXbdAr) For more detail check out the [HoloViz Community Guide](https://holoviz.org/community.html). ## Contributing ❤️ Check out the [Contributing Guide](CONTRIBUTING.MD). ## License Panel is completely free and open-source. It is licensed under the [BSD 3-Clause License](https://opensource.org/licenses/BSD-3-Clause). ## Sponsors The Panel project is also very grateful for the sponsorship by the organizations and companies below:

Owner

Name: HoloViz
Login: holoviz
Kind: organization

Website: https://holoviz.org
Repositories: 14
Profile: https://github.com/holoviz

High-level tools to simplify visualization in Python

Committers

Last synced: 10 months ago

All Time

Total Commits: 4,570
Total Committers: 192
Avg Commits per committer: 23.802
Development Distribution Score (DDS): 0.356

Past Year

Commits: 686
Committers: 42
Avg Commits per committer: 16.333
Development Distribution Score (DDS): 0.481

Top Committers

Name	Email	Commits
Philipp Rudiger	p**r@a**m	2,941
Marc Skov Madsen	m**n@g**m	323
Simon Høxbro Hansen	s**n@m**m	277
Maxime Liquet	3****t	181
Andrew	1****1	174
dependabot[bot]	4****]	80
xavArtley	x**1@g**m	73
James A. Bednar	j****r	58
Coderambling	1****g	26
Christoph Deil	D**h@g**m	25
Chris B	c****l	22
Jean-Luc Stevens	j**s@g**m	19
Demetris Roumis	r**d@g**m	18
Julia Signell	j**l@g**m	17
Mateusz Paprocki	m**p@g**m	13
Jerry Wu	j**y@y**e	9
thuydotm	t**9@g**m	9
Jon Mease	j**e@g**m	8
pre-commit-ci[bot]	6****]	8
Arne	a**l@h**m	7
Hugues-Yanis Amanieu	h**u@g**m	6
Theom	4****n	5
Simon	s**w@g**t	5
Dheepak Krishnamurthy	1****k	5
Alexey Sukharevich	s**h@k**m	5
sdc50	s**0@b**t	5
Marc Skov Madsen	m**a@o**k	5
Philipp Rudiger	p**r@a**m	5
kbowen	k**0@g**m	4
TBym	1****m	4
and 162 more...

Committer Domains (Top 20 + Academic)

anaconda.com: 2 free.fr: 1 giffordnowland.com: 1 yahoo.co.uk: 1 bnl.gov: 1 live.co.uk: 1 ouranos.ca: 1 arm.com: 1 mriduls.com: 1 posteo.de: 1 econpoint.com: 1 miliante.com: 1 bopen.eu: 1 itbhu.ac.in: 1 orsted.dk: 1 byu.net: 1 kaggle.com: 1 gmx.net: 1 ycwu.space: 1 flygare.de: 1 uw.edu: 1 columbia.edu: 1 cern.ch: 1 nist.gov: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 1,599
Total pull requests: 2,167
Average time to close issues: 6 months
Average time to close pull requests: 11 days
Total issue authors: 460
Total pull request authors: 95
Average comments per issue: 1.88
Average comments per pull request: 1.6
Merged pull requests: 1,803
Bot issues: 0
Bot pull requests: 85

Past Year

Issues: 387
Pull requests: 926
Average time to close issues: 16 days
Average time to close pull requests: 3 days
Issue authors: 162
Pull request authors: 38
Average comments per issue: 0.7
Average comments per pull request: 1.04
Merged pull requests: 768
Bot issues: 0
Bot pull requests: 50

View more stats

Top Authors

Issue Authors

MarcSkovMadsen (382)
ahuang11 (147)
maximlt (56)
cdeil (44)
Coderambling (42)
TheoMathurin (22)
philippjfr (21)
hoxbro (15)
droumis (14)
singharpit94 (14)
mayonnaisecolouredbenz7 (14)
Hoxbro (12)
xavArtley (11)
andhuang-CLGX (10)
hyamanieu (10)

Pull Request Authors

philippjfr (957)
ahuang11 (245)
MarcSkovMadsen (232)
hoxbro (188)
maximlt (77)
Hoxbro (76)
dependabot[bot] (72)
Coderambling (55)
cdeil (30)
etihwo (15)
pre-commit-ci[bot] (13)
s-alexey (10)
dalthviz (10)
jrycw (10)
kdheepak (10)

Top Labels

Issue Labels

type: bug (401) type: enhancement (207) type: docs (127) TRIAGE (112) component: tabulator (101) type: feature (39) good first issue (35) type: discussion (25) bokeh (17) regression (16) api (13) reactivehtml (8) more info needed (8) wontfix (7) need input from Philipp (7) chat (7) has workaround (6) performance (5) in progress (3) type: infra (3) duplicate (2) webassembly (2) ready for review (2) deprecation (2) usage (2) sprintable (2) security (2) pyscript (1) component: template (1) component: ipywidget (1)

Pull Request Labels

ready for review (146) dependencies (72) python (65) status: ready (18) in progress (14) need input from Philipp (7) javascript (7) type: enhancement (6) type: bug (5) status: WIP (4) type: docs (4) type: feature (2) component: tabulator (2) TRIAGE (2) Sprint (1) status: declined (1) api (1)

Packages

Total packages: 5
Total downloads:
- npm 5,251 last-month
- pypi 1,750,293 last-month
Total docker downloads: 38,032,623

Total dependent packages: 164
(may contain duplicates)
Total dependent repositories: 1,260
(may contain duplicates)
Total versions: 1,071
Total maintainers: 4

pypi.org: panel

The powerful data exploration & web app framework for Python.

Homepage: https://panel.holoviz.org
Documentation: https://panel.readthedocs.io/
License: BSD
Latest release: 1.7.5
published 7 months ago

Versions: 463
Dependent Packages: 155
Dependent Repositories: 986
Downloads: 1,749,677 Last month
Docker Downloads: 19,064,166

Rankings

Dependent packages count: 0.2%

Dependent repos count: 0.4%

Downloads: 0.4%

Docker downloads count: 0.6%

Average: 1.0%

Stargazers count: 1.3%

Forks count: 2.8%

Maintainers (2)

ioam pyviz

Last synced: 6 months ago

npmjs.org: @holoviz/panel

The powerful data exploration & web app framework for Python.

Homepage: https://github.com/holoviz/panel#readme
License: BSD-3-Clause
Latest release: 1.7.5
published 7 months ago

Versions: 465
Dependent Packages: 1
Dependent Repositories: 1
Downloads: 5,251 Last month
Docker Downloads: 18,968,457

Rankings

Docker downloads count: 0.3%

Downloads: 0.9%

Stargazers count: 1.6%

Forks count: 1.9%

Average: 6.0%

Dependent repos count: 10.3%

Dependent packages count: 20.9%

Maintainers (2)

philippjfr mattpap

Last synced: 6 months ago

proxy.golang.org: github.com/holoviz/panel

Documentation: https://pkg.go.dev/github.com/holoviz/panel#section-documentation
License: bsd-3-clause
Latest release: v1.7.5
published 7 months ago

Versions: 92
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 6.5%

Average: 6.7%

Dependent repos count: 7.0%

Last synced: 6 months ago

anaconda.org: panel

Panel provides tools for easily composing widgets, plots, tables, and other viewable objects and controls into control panels, apps, and dashboards.

Homepage: https://panel.holoviz.org
License: BSD-3-Clause
Latest release: 1.7.5
published 6 months ago

Versions: 46
Dependent Packages: 8
Dependent Repositories: 273

Rankings

Dependent packages count: 5.1%

Dependent repos count: 11.4%

Average: 12.7%

Stargazers count: 15.9%

Forks count: 18.6%

Last synced: 6 months ago

pypi.org: mvvm-lib

A Python Package for Model-View-ViewModel pattern

Documentation: https://mvvm-lib.readthedocs.io/
License: MIT
Latest release: 0.4.2
published about 1 year ago

Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 616 Last month

Rankings

Dependent packages count: 10.1%

Average: 34.7%

Downloads: 37.0%

Dependent repos count: 57.0%

Last synced: about 1 year ago

Dependencies

.github/workflows/build.yaml actions

actions/checkout v3 composite
actions/setup-node v2 composite
actions/setup-python v4 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/docs.yaml actions

holoviz-dev/holoviz_tasks/install v0.1a15 composite
peaceiris/actions-gh-pages v3 composite

.github/workflows/downstream_tests.yaml actions

.github/workflows/gallery.yaml actions

actions/checkout v3 composite
actions/setup-python v4 composite
conda-incubator/setup-miniconda v2 composite

.github/workflows/jupyterlite.yaml actions

actions/checkout v3 composite
actions/setup-python v4 composite
peaceiris/actions-gh-pages v3 composite

.github/workflows/test.yaml actions

actions/cache v3 composite
actions/checkout v3 composite
codecov/codecov-action v3 composite
holoviz-dev/holoviz_tasks/install v0.1a15 composite
ifaxity/wait-on-action v1 composite
pre-commit/action v3.0.0 composite

panel/package-lock.json npm

137 dependencies

panel/package.json npm

@typescript-eslint/eslint-plugin ^6.5.0 development
@typescript-eslint/parser ^6.5.0 development
acorn ^8.10.0 development
eslint ^8.48.0 development
flatpickr ^4.6.9 development
@bokeh/bokehjs ~3.2.0
@luma.gl/constants ^8.0.3
@types/debounce ^1.2.0
@types/gl-matrix ^2.4.5
debounce ^1.2.0
gl-matrix ^3.1.0
htm ^3.1.1
json-formatter-js ^2.2.1
preact ^10.13.0

binder/jupyter-panel-apps-server/setup.py pypi

jupyter-server-proxy *

binder/requirements.txt pypi

jupyter-vscode-proxy *
jupyter_bokeh *
pyarrow *
pyecharts *
xlsxwriter *

examples/apps/django/requirements.txt pypi

bokeh ==2.0.2
channels ==2.2.0
django ==2.2.28
jinja2 ==3.0.1
panel ==0.9.3

examples/apps/django_multi_apps/requirements.txt pypi

Automat ==0.8.0
Django ==3.1.14
Jinja2 ==2.11.3
Markdown ==3.1.1
MarkupSafe ==1.1.1
Pillow ==9.3.0
PyHamcrest ==1.9.0
PyYAML ==5.4
Twisted ==22.10.0
asgiref ==3.2.10
attrs ==19.3.0
autobahn ==20.12.3
bokeh ==2.0.2
cffi ==1.13.2
channels ==2.4.0
colorcet ==2.0.5
constantly ==15.1.0
cryptography ==41.0.4
daphne ==2.4.1
holoviews ==1.13.2
hvplot ==0.5.2
hyperlink ==20.0.1
idna ==2.8
incremental ==21.3.0
numpy ==1.22.0
packaging ==20.0
pandas ==0.25.3
panel ==0.9.3
param ==1.9.3
pyOpenSSL ==19.1.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.7
pycparser ==2.19
pyct ==0.4.6
pyparsing ==2.4.6
python-dateutil ==2.8.1
pytz ==2019.3
pyviz-comms ==0.7.4
service-identity ==18.1.0
setuptools ==65.5.1
six ==1.13.0
sqlparse ==0.4.4
tornado ==6.3.3
txaio ==20.4.1
zope.interface ==4.7.1

lite/requirements.txt pypi

awscli *
bokeh *
ipywidgets *
jupyter_bokeh *
jupyterlab *
jupyterlab-open-url-parameter *
jupyterlite *
nbformat *
pkginfo *
pyviz_comms *

pyproject.toml pypi

setup.py pypi

bleach *
bokeh *
linkify-it-py *
markdown *
markdown-it-py *
mdit-py-plugins *
pandas *
param *
pyviz_comms *
requests *
tqdm *
typing_extensions *
xyzservices *

panel

Science Score: 36.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

Panel: The powerful data exploration & web app framework for Python

Panel works with the tools you know and love

Owner

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

pypi.org: panel

Rankings

Maintainers (2)

npmjs.org: @holoviz/panel

Rankings

Maintainers (2)

proxy.golang.org: github.com/holoviz/panel

Rankings

anaconda.org: panel

Rankings

pypi.org: mvvm-lib

Rankings

Dependencies