Plotly
@plotlygraphs
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The low-code framework for rapidly building interactive, scalable data apps in Python.
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✨ Announcement ✨ 100% of Plotly's JavaScript charting library is now free and open-source.
17
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716
🌟 Announcement 🌟
Today we’re launching Dash: Create Reactive Web Apps in pure Python
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502
Introducing Dash for
@ProjectJupyter
:
To display Dash apps & components inline in Jupyter📓, install with:
𝘱𝘪𝘱 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘫𝘶𝘱𝘺𝘵𝘦𝘳-𝘥𝘢𝘴𝘩
Built by Plotly's Chief Scientist,
@jonmmease
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415
Dash + Python|
#RStats
take you where
#Tableau
&
#PowerBI
simply cannot 🌌 🚀🌗
#DataFam
#IronViz
#makeovermonday
#xkcd
#AI
#MachineLearning
10
111
368
🌟 Announcing 3.0.0 🌟
1 year in the making, this is our biggest release yet:
- Deep Jupyter widgets integration
- Interactive plotting of >1M points in Jupyter 🚀
- 1st-class JupyterLab support
Plus much more! Read how we did it:
4
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383
Today we are launching Plotly Express, a new high-level Python visualization library! Check out our announcement at or just watch this show reel of charts each made in a single line of Python:
11
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Dash apps go where Tableau and PowerBI cannot... NLP, object detection, predictive analytics, and more. With 0.5M+ downloads/month, Dash is the new standard for AI & data science apps.
#Python
#DataScience
#RStats
#MachineLearning
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DistilBART is awesome and super fast! Thank you
@huggingface
for releasing this!
We built this demo app with Dash in <200 lines that summarizes articles in real time (even on entry-level GPUs).
Code here:
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We were super impressed by the new Detection Transformers (DETR) library, so we made this Dash GUI from start 2 finish in ~200 lines of Python
Code:
Demo:
cc:
@PyTorch
@facebookai
@szagoruyko5
@fvsmassa
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🎉 Today, we’re thrilled to announce a partnership with
@Mila_Quebec
to combine
#datavisualization
and
#artificialintelligence
expertise. ⭐ We look forward to working together and expanding Canada’s AI ecosystem. Check out the press release:
1
29
146
BRAINS! Another wonderful Python animation by
@mathinpython
, this one with MRI data 🧠
/cc
@choldgraf
@TheNeuro_MNI
3
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Announcing 4.0.0 - Improvements to Plotly's Python graphing library, 2 years in the making! 🎉📊📈 (a thread)
3
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135
Did you hear about our new open-source JupyterLab extension for editing Plotly charts through a user-friendly point-and-click interface? 🤓👊 Learn how to power up your charts at our next webinar:
0
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Open-source model of US Electric Grid with
#WindWaterSolar
resource overlays.
Blog:
App:
Python code:
Data via
@EIAgov
@Breakthrough
@NREL
Suggestions welcome
@mzjacobson
@elonmusk
@JesseJenkins
#NetZero
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We just can't get enough of
@OpenAI
's new API!
We used
#GPT3
to generate code for visualizing
#Gapminder
data.
All we showed was a SINGLE code snippet (and column names), and it could generate plots for new columns AND queried new countries!
CC
@gdb
@npew
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This open-source
@rapidsai
Dash app zooms between individual & national level data in seconds:
📈 Visualize 300M+ data points in a web browser on a single GPU
🐼 Drill downs are 20x faster than CPU aggregation with Pandas
0
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Announcing Plotly Toolpanel ⚒
A JavaScript package to quickly create your own customizable chart editors
1
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NEW IN PLOTLY! Create animations in R using
@cpsievert
's Plotly R library 🎥
#rstats
#d3js
#OpenSource
#plotcon
0
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ICYMI, you can build an end-to-end summarization app with Dash and
@huggingface
’s transformers (DistilBART). With JupyterDash v0.3.0, you can even access the app directly in
@GoogleColab
and modify the source code on-the-fly!
Try it out:
CC
@TimNovikoff
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Did you know that Dash is now available in
@JuliaLanguage
? Julia offers clear and expressive syntax with incredible performance and scalability 🛠. Reserve your spot for our special joint webinar on Wednesday, October 21st @ 1pm EDT! ➡️
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ICYMI: Fully interactive D3 violin plots made in R and Python 🎻
Python:
R:
JS:
#rstats
#rstudioconf
#opensource
#JupyterLab
0
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🎉Dash HoloViews was just released as part of
@HoloViews
version 1.14!
$ 𝘱𝘪𝘱 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘩𝘰𝘭𝘰𝘷𝘪𝘦𝘸𝘴==1.14
✔️ Automatically link selections across multiple plots (crossfiltering)
✔️ Display
#BigData
using
#Datashader
@jonmease
's post:
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📣 Plotly.js v.1.32.0 is out! Our largest release yet. Violin plots, multiple selections, histogram improvements, selection APIs, color blind friendly colorscales, i8n support, and more.
Some of our favorite features:
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We love using
@leland_mcinnes
’s UMAP to visualize all types of data! With
@rapidsai
’s cuML library, we built a Dash app in 120 lines of Python that filters and projects up to 200k credit card transactions into a scatter plot in seconds.
Source Code:
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Plotly Dash + NVIDIA
@rapidsai
= 💙💚
Read the partnership announcement:
#GPU
#HPC
#Datashader
#Python
#MachineLearning
1
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New post! 2d & 3d weather maps in Python & R ⛅ ☔
By meteorologist & plotly blogger
@BenNollWeather
3d charts by
@mathinpython
R maps by
@cpsievert
Data via
@NOAA
#rstat
#rstudioconf
#jupyter
3
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WE JUST CAN'T STOP! MORE 3D BRAINS! Human and mouse surface viewer written purely in Python with Dash 🐭 🧠
Data from
@theneuro_mni
BrainBrowser by
@thsherif
@jonathanlurie
@nkassis
et al
0
29
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ICYMI: New polar & radar charts for Python, R and JS 🕸
Py:
R:
JS:
Rotate, hover, axis drag, and radial zoom. Both D3 & WebGL options.
#JupyterLab
#rstats
#rstudio
#D3js
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Who would have thought we could do this in R or Python 3 years ago?
All with zero-fuss web technology:
#opensource
1
23
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💥 Plotly's Python graphing library hits 10 MILLION DOWNLOADS on pip. 2nd to matplotlib for 📊s. Thank you
@jonmmease
@mathinpython
@iandanforth
@fperez_org
@ellisonbg
@plotly_js
@chriddyp
and many others for your support and contributions!
3
21
68
The ongoing police brutality against Black people in North America is an atrocity. To all Black users of our software, employees, and the Black Community everywhere — we hope you are safe and connected to friends & family tonight. We choose not to be silent. Black lives matter.
4
11
69
7 Interactive Bioinformatics Plots made in Python and R
Work from
@chasejc33
@syfi_24
@talgalili
@Merenlin
#rstats
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Python users can construct and save plots using and then open and edit them using the new chart editor, all without leaving JupyterLab. 😎✌️ Find out the details at our next webinar:
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We talk a lot about “the power of Dash”. That’s why we love seeing our
#Plotly
community put it to the test. 💪💙
Read Kay Jan Wong’s tips in
@TDataScience
to enhance initial skeleton code, advancing to professional
#dashboard
with
#Python
and
#Dash
.
0
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Explore SVMs with UI input parameters, datasets and metric graphs included. Fully written in Dash + scikit-learn
#SciPy2018
#MachineLearning
0
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As the leading platform for AI & data science apps in
#JuliaLang
#RStats
and Python, Dash Enterprise takes businesses where
#Tableau
&
#PowerBI
simply cannot go.
1. BI dashboards no longer cut it in today's AI/ML driven world
2. Python apps are necessary for the complex analytics of today's industries
3. Dash ENT is the
#1
platform for delivering Python apps to business users
Join us for a first look at Gen5:
0
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Want to use Dash with your existing visualization code? Dash’s extensible component system makes it easy. Check out this Dash demo with embedded Plotly, Altair, Bokeh and Seaborn charts. 🙂🔧
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After a successful week in prerelease, Plotly for Python 3.0.0 is merged & available on pip! Install with:
pip install plotly
(Or pip install plotly --upgrade if you've used our library in the past)
Huge 🙇 to
@jonmmease
for this monumental effort!
1
21
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We are happy to release the initial version of Dash Pivottable for Python and R. It wraps
@nicolaskruchten
's
#pivottable
In just a few lines, you can build a drag-n-drop interface to quickly explore your datasets. Download it now on pip!
Announcement:
1
11
58
Images on hover - the *𝘮𝘰𝘴𝘵 𝘳𝘦𝘲𝘶𝘦𝘴𝘵𝘦𝘥 𝘗𝘭𝘰𝘵𝘭𝘺 𝘧𝘦𝘢𝘵𝘶𝘳𝘦 𝘰𝘧 𝘢𝘭𝘭 𝘵𝘪𝘮𝘦* is finally available (and damn does it look 🔥!)
Huge thanks to
@rickyreusser
for help architecting this.
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0
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Sunday Special: Animate the
@LIGO
gravitational wave in Python + Plotly
via
@mathinpython
@ProjectJupyter
#viridis
0
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Catch our latest free webinar tutorial:
"Using Python /
@ProjectJupyter
to Create Programatic Dashboards"
Aug. 29
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#JuliaLang
Dash app for tracking
#JuliaLang
package downloads 🙃
@stefankarpinski
@OfficialLoganK
App: (free, simple Dash app hosting on
@heroku
)
Code:
Here's a comparison of
@FluxML
@TuringLang
&
@diff_eq
Julia 📦 downloads ⏬
0
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NEW IN PLOTLY... MAPS!
@nytgraphics
's style D3.js maps in pure PYTHON.
@d3visualization
http://t.co/USWk3SM3nh
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.
@SahaSurya
@scikit_learn
Interactive classifiers comparison, made by
@etpinard
in
#Plotly
http://t.co/GGz3Nk9Z2c
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Next week.
Dash 2.0 arrives.
📊2️⃣🎉
@JonMMease
introduces the next version of the new standard in Data Application development.
Do not miss this. Sign up now ➜
#Python
#JuliaLang
#RStats
#Javascript
#OpenSource
#DataScience
#Dataviz
#AI
#ML
0
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Our
#MachineLearning
docs for Plotly Python just went live! It covers
✅ Regression models visualization
✅ k-Nearest Neighbors
✅ ROC/PR curves for model evaluation
✅ Projections with PCA, t-SNE and UMAP
Start now:
Discussions:
0
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It's
#OpeningDay
for Baseball! We celebrated by making cool Dash apps.
#machinelearning
#sportstech
#DataScience
#sportsanalytics
#goExpos
2
21
51
Happy to contribute $5000 to
@fslaborg
- pioneers in open-source
#fsharp
#MachineLearning
#DataScience
&
#Bioinformatics
Consider supporting them too! Every bit helps
via
@opencollect
1
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NEW! Examples of plotting from PANDAS DATAFRAMES: Turn Pandas dataframes into
#d3js
plots
http://t.co/6kTbMtaUiA
1
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0
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NEW! Upload Jupyter notebooks to Plotly for sharing:
To upload >>>
1
23
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🔬 Announcing Dash Bio 💊
An open-source suite of Dash components, built for/by bioinformaticians & drug development experts
Includes work from:
@egouillart
@wwwtyro
@nicgirault
@isbsib
@maxwshen
@hammer_lab
@plotly_js
@syfi_24
@maxkfranz
+ many others
2
22
48
Want to create heatmaps in
#Python
? See how Andy McDonald visualizes geospatial variation and adds interactivity using 𝚒𝚖𝚙𝚘𝚛𝚝 𝚙𝚕𝚘𝚝𝚕𝚢_𝚎𝚡𝚙𝚛𝚎𝚜𝚜 𝚊𝚜 𝚙𝚡 and 𝚍𝚎𝚗𝚜𝚒𝚝𝚢_𝚖𝚊𝚙𝚋𝚘𝚡.
2
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0
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Hey
@Replit
@amasad
can you please make Plotly graphs show up for
#Python
#RStats
&
#Julia
? Getting my butt kicked. We'd hype your platform big time if this worked - is much faster than
@mybinderteam
&
@GoogleColab
. You could be
@CodePen
for data science!
5
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NEW! Tableau-style, crossfilter dashboards in Plotly, without any coding:
Cars:
Earthquakes:
1
16
45
Beautiful
#MachineLearning
classifier comparison by
@mathinpython
@d3js_org
plot made in Python /cc
@distillpub
1
12
45
New free
#rstats
webinar with
@charleyferrari
"Using Plotly and R to Create and Update Dashboards"
#D3js
#ggplot
0
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🎉 Dash 1.18.1 was just released!
𝚙𝚒𝚙 𝚒𝚗𝚜𝚝𝚊𝚕𝚕 𝚍𝚊𝚜𝚑==𝟷.𝟷𝟾.𝟷
✔️Faceted and Animated Images & Heatmaps
✔️DataTable
#Bootstrap
Support
✔️Inside Tick Labels
✔️Better Axis Type Detection
Community Post:
2
11
45
NEW! Dashboards made with Plotly's Python API and free dashboard template from
@keen_io
http://t.co/oCrQtCKayZ
0
21
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Loving these 12 interactive
#Statistics
charts! 😍
#JMPDiscoverySummit
#SAS
#JMP
#RStats
Nice use of
@Medium
's Plotly integration for
#STEM
blogging 🧮🔬🧬
0
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43
🎂🎈Happy birthday plotly.js - 5 years and 12,969 commits since open sourcing, and still going strong!
0
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0
21
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Well, this is amazing.
Interactive image segmentation using a random forest classifier.
Dash app:
Python code:
via
@EGouillart
@solarchvision
with support from
@ChanZuckerberg
#MachineLearning
1
7
43
#Dash
2.1.0 has been released! 🎉
pip install dash==2.1.0
⭐️ Auto-generated IDs for components inside callbacks
⭐️ Rearranged Keyword Arguments & Flexible Types
⭐️ New Component Prop
See the
#Plotly
community post:
#datascience
#dashboard
#automation
1
8
43
Presentation:
@EdwardTufte
-style viz in R using Plotly 🎥
Made in
@FormidableLabs
's Spectacle Editor
#rstats
#d3js
0
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43
3 years ago, Plotly created the Dash Components API. Since then, the Dash community has gone nuts🥜 creating 100s of custom Dash UI widgets.
We've published some of our favs😍
cc:
@MaterialUI
@LeafletJS
@tcbegley
@pascalbugnion
@antisrdy
@pacificxumiao
1
10
43
NEW! SPLOM chart types for Python & R, written with
#regl
for superb interactive performance 🏎️
Python:
R:
Diabetes example via
@mathinpython
0
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42
1
20
42
Today we're introducing Dash DAQ: A Python library for building scientific instrument user interfaces 🔬 🤖 🌡️
Examples featuring
@oceanoptics
@KeithleyInst
@arduino
@tektronix
@omegaeng
@bkprecision
@linengineering
@KurtJLeskerCo
& more:
2
27
42
📚 Some weekend quarantine reading:
"Dash front-ends for word2vec & NLP backends"
cc:
@leland_mcinnes
@gensim_py
@word2vec
@RaReTechTeam
@allen_ai
#sklearn
#gensim
#umap
#word2vec
#MachineLearning
#NLProc
1
15
41
Plotly &
@DominoDataLab
donated $60k to
@nteractio
- a modern, flexible desktop app & ecosystem for
@ProjectJupyter
0
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41
NEW! Plotly's visual introduction to NumPy for beginners:
Suggestions welcome.
cc
@enthought
0
16
41
18 Dash apps (with code) that are aiding
#COVID19
response
#epitwitter
via
@sporeMOH
@SafeGraph
@GaelVaroquaux
@EGouillart
@russpoldrack
@glemaitre58
@_mbauman
@yuorme
@OICR_news
@morgantaschuk
@CornellEng
@_jphwang
@ryanlayer
@covid_analytics
@dbertsim
2
15
38
All of the world's cell phone towers, visualized with Dash, Dask, and
@datashader
Created by plotly's lead Python developer,
@jonmmease
6
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