at.Py: Python bite-sized tips @ atmosci 🌤️ @at_dot_Py
Python bite-sized tips, tailored for atmosci, but generally can be applied for datasci too! See Substack link for copy-pastable code and/or email subscription. atdotpy.substack.com @.Py Joined December 2022-
Tweets388
-
Followers243
-
Following99
-
Likes481
HoloViz has completed its Chan Zuckerberg Initiative’s Essential Open Source for Science program grant, enhancing Bokeh and HoloViz for neuroscience and biomedical research. I imagine many of these demos could be applied to other fields as well! Read 👉 blog.holoviz.org/posts/czi_r5/
⚡️ HoloViews 1.20 out now with major speed boost for large datasets! Plus... 📊 ImageStack: Visualize 3D datasets 🔍 Interactive pop-ups for data exploration 🧠 Subcoordinate-y, great for EEG analysis 📏 Precise measurement with scalebars Blog ⬇️ blog.holoviz.org/posts/hv_relea… 1/🧵
Rx caught my attention a year ago for making Python expressions reactive. medium.com/@pYdeas/rx-mar… After getting tangled in accessors, I gave it another go this year—and it’s surprisingly simple and powerful once the concepts click so I decided to share my learnings in this blog!
Did you know you can use built-in themes for hvPlot? The 'carbon' theme is my favorite since it matches the look of my IDE, but it requires pip install 'bokeh>=3.5.2' to use it. Other themes are available too: docs.bokeh.org/en/latest/docs… Create your own: medium.com/@pYdeas/create…
Now that LLMs are able to run entirely on client side, I ported over my matplotlib tweaker app and made a few upgrades! Try it over at PyCafe; no API key needed! py.cafe/ahuang11/chat-…
I demo some use cases for LLMs with hvPlot & @Panel_org I got to use the the popup feature that was released in HoloViews>=1.19 too! medium.com/@pYdeas/incorp…
In our latest blog post, we explore the landscape of Python web frameworks. Whether you're interested in data dashboards, interactive applications, or exploring ML interfaces, we compare popular frameworks like Streamlit, Dash, Flask, and more. ploomber.io/blog/survey-py…
@Panel_org now has native @FastAPI integration. Its that simple.
@Panel_org now has native @FastAPI integration. Its that simple. https://t.co/t88t8F5WLR
Super excited for Panel 1.5.0 supporting client-side LLMs, meaning: - No server dependency - Data remains on your device - Offline access (once cached) That's just one highlight of many: blog.holoviz.org/posts/panel_re… Big thanks to github.com/mlc-ai/web-llm/!
Wow just discovered an amazing package: xarray-spatial. Still trying to fully wrap my head around it, but my understanding is that you can do geopandas-like (or I guess spatial) operations on it, such as proximity, but in a raster fashion--and *fast*! github.com/makepath/xarra…
Interested in Weather and Climatology? 👉Check out this app by @IAteAnDrew1 huggingface.co/spaces/ahuang1…. #python #dataviz #datascience #Analytics
Did you know you can link selections with HoloViews / hvPlot plots easily? Here, I link a map of Hurricane Katrina & Harvey with a couple scatter plots and make a few selections. After, you can filter the original dataset based on your selection for further processing! #python
Whenever there's a list of Python data viz packages, hvPlot rarely gets mentioned. Here, hvPlot applies datashader to 100000 points simply by setting `rasterize=True`, but when it's zoomed in, it shows the individual points, thanks to `resample_when=1000`!
Juhuu. Our sister library @HoloViews just merged support for plotting timeseries data in Bar plots. Can't wait till its released. Have a nice weekend.
Q: How do I make the data viz look good? A: You can start with a good looking font. Let's elaborate. Font type in data viz really has one job: ~ it's got to be easy to read❗ Generally, we've got two font families: ▪ Serif ▪ Sans Serif What's the difference between…
HoloViews will soon support *customizable* popups on tap, or selection, by simply defining a `popup` callback, and it can display anything that Panel can render--which means floating panes of HoloViews' plots, pandas DataFrames, Panel panes & widgets, and much much more! #python
Created streamjoy.HtmlStream ahuang11.github.io/streamjoy/, turning images into @Panel_org Tabs & Player. No server is required; share it with others like a mp4 file! It's now released in StreamJoy 0.0.7, alongside support for Polars, use with fsspec, docs revamp, and more #python
Drag a slider to explore data over time on a map--then, subset a region on the map to get an regional averaged timeseries with @HoloViews! Cross sections too: medium.com/stackademic/ho…
It's easy to create *interactive* cross sections of an n-D dataset thru HoloViews: `new_plot = DynamicMap(callback, streams=[PolyDraw()])` medium.com/stackademic/ho… This guide builds up to these interactive viz--copy-pastable checkpoints too! #python #dataviz #metpy #xarray
Animate 348 images in just 14 secs with StreamJoy! v0.0.2 fixes `Paused`, allowing you to freeze the animation whenever and however long you want! Check out the recipes to see how this was created: ahuang11.github.io/streamjoy/exam… #python #matplotlib #animation #gif #mp4 #notai :)
Pete Gordon @petegordon
430 Followers 311 Following I tend to tweet Geek Software stuff, Columbus, Ohio stuff and nuance between the Internet and Humanity; actively working to escape dualism.
k.Kr4ftman @aliass_kr4ftman
46 Followers 1K Following
🥪 OneSirMeow ⚡ @OneSirMeow
848 Followers 3K Following #Bitcoin ftw ▪ UASF cat thx to @_GIBUS_ ▪ Trust-minimization ▪ 🙇♂️ ross, hf, grau
AT 1 am @KhantMinmg6
1 Followers 196 Following
Blazz Reyes @BandoleroShh
43 Followers 1K Following
Devesh Singh @89deveshsingh
30 Followers 392 Following
Sean Massey @Seany42
165 Followers 373 Following Just me, interested in SciFi\Fantasy, F1, Golf, Coding and doing interesting things from 9 to 5.
J. W. Thiesing @jwthiesing
387 Followers 508 Following {Meteorology, Photography, RADAR, CFB, CS, MKWorld} {SC ➡ OK/OR} {OU '27} {UGRA, ARRC; opinions my own}
Isaiah Akorita @AkoritaI
78 Followers 63 Following Human | Pharmacist | Curious Cat | Python Data Analyst
Tasleem Sarwar | Soci... @tslmsrwr
2 Followers 206 Following Helping coaches & small businesses grow with engaging content | DM for Reels, Canva Designs & SMM
David Lafferty @DavidCLafferty
247 Followers 677 Following PhD student @ATMS_Illinois working on climate extremes, impacts, and uncertainty. Scottish 🏴 he/him
Chen-Hau Lan @Chenhau_Lan
59 Followers 319 Following PhD student in atmosphere science in @NCU | study in radar meteorology and cloud microphysics | TEAM-R, disdrometer, radiosonde and wind profiler
CoderLegion @CoderLegion1
2K Followers 5K Following Discover the pulse of our startup community. Join us as we grow. Got an exceptional code story to tell? Publish here: https://t.co/OhoCCqtfiR
Malay Damani @malaydamani_
281 Followers 899 Following Developer | loves humor (especially dark) | codes in py, js and go | Out there to make history if you can think it, I can build it💪
Thomas Moore 🇺🇦 @SurfTasmania
1K Followers 4K Following Dad, husband, oceanographer, photographer, ex-Senate staffer. || USA / AUS / Tasmanian || RT ≠ ♥ & tweets = my views. || living in lutruwita.
Diego @diegobp1980
19 Followers 323 Following
Yue Qin @fullhey2
27 Followers 279 Following Zhejiang University, Master of Physical Oceanography, Machine learning
Aran @0xaranz
719 Followers 6K Following building at @PADT_ai l @D1ckDAO | Hyperliquid contributor | Quantitative developer
Jamie Border @BorderJamie
20 Followers 856 Following
𝕽𝖎𝖈𝖍𝖆�... @hee_kr_doo
74 Followers 1K Following If one knows not how to brincar, one should not descer pro play
Simone Conradi @S_Conradi
10K Followers 2K Following Theoretical Physics Ph.D., Computer Science Teacher. Author of “Intelligenza Artificiale” Zanichelli 2022. I draw using mathematics and Python.
arturo montieri @arturomontieri
203 Followers 1K Following Parolografo. Una parola che non esiste neanche su Google.
Sheila @rose73sheila
245 Followers 3K Following
Feinberg @VonOliver7
84 Followers 1K Following
spottdroll @spottdroll
0 Followers 60 Following
Craig Ramseyer @craigramseyer
274 Followers 1K Following climate scientist. assistant professor@vt. dad. coffee connoisseur. probably off listening to some indie tunes. all views my own.
Rob Parker @DrRParker
596 Followers 675 Following Climate Scientist, Lecturer in Earth Observation at @PhysicsUoL and Research Fellow for @NCEOscience at @SpaceParkLeic https://t.co/z4hjSPD2ST
Dr. Ray Bell @RayBell_DTN
1K Followers 3K Following AI PM at State of Maryland All views are my own.
肥前三河 @FMcZL0ga9YVt96B
1 Followers 55 Following
Decap @JoeDaHater1
1K Followers 6K Following Superspeculator, shitcoin plumber Humanracing bettor liquidity voyeur and onchain peeping tom @guillotine_cap
A.C.H @HeroldAnthony1
79 Followers 343 Following Observateur | Trader Crypto Fr Compte personnel | Opinions personnel | Pas de conseil en investissement | #BTC #ETH #CRYPTOQUANT
Alex @linregenjoyer
323 Followers 1K Following re/daccted ai/ml/bripto takes with occasional bits of hnnngh and aaaaaaaa
Pierce Larkin @tornadolarkin
574 Followers 441 Following Jesus Follower | Husband to @chrissylarkin24 | Meteorologist | My views =/= my employer’s | if it ain’t about God I can’t give my allegiance
Michael Barletta @MikeBWeather
6K Followers 272 Following Meterologist, Software Engineer | @ualbany BS. 23’ | MS. 25’, Co-founder of @AguaceroWx
MeteoAlert Tampico @Meteoalert_MX
27K Followers 1K Following Información y alertas meteorológicas para Tampico Tamaulipas y la región.
Matthew Brewer @MBrewerWX
115 Followers 126 Following Graduate Research Assistant at The University at Albany. Research interests: downslope windstorms, mountain meteorology, instrumentation, and UAS.
Chibueze Oguejiofor @Tethysicx
763 Followers 786 Following Scientist II @Verisk | Ph.D. from @NotreDame | MSc. @ictpnews & @AIMS_Next. Hurricane modeling, Air-sea interaction & Boundary layer meteorology. Views mine.
Mike Brady @m2brady
65 Followers 93 Following Sea Ice, Satellite Remote Sensing, GIS, and Python. Views are my own.
Virendra P. Ghate @GhateVirendra
466 Followers 848 Following Atmospheric Scientist, Cloud Lover, radar meteorologist. Views are my own, and not of employers or sponsors. https://t.co/mNlgMyawZd
Ivan D. @ivanziogeo
186 Followers 361 Following MSc in Applied Geology | Master in GIS | GIS | GIS Expert | Geo-Python 🐍🐼 | Spatial SQL 🐘
Diego Souza 📡🛰�... @DrodSouza
898 Followers 2K Following Husband, father of Esther, Daniel and Thomas. Electronics Engineer - Weather Satellites Division (INPE - Brazil) https://t.co/9v8XdBCiNg
ILIAS ISM @illyism
19K Followers 1K Following Built Officient (Sold $500k+ MRR) Founder of https://t.co/83TX8QdoYe Growing https://t.co/UT6ptWD57f - https://t.co/fiqqEJPjZ6 - https://t.co/X5gQf8nHsk I reverse-engineer what works: https://t.co/iUZOajGXw5
J. W. Thiesing @jwthiesing
387 Followers 508 Following {Meteorology, Photography, RADAR, CFB, CS, MKWorld} {SC ➡ OK/OR} {OU '27} {UGRA, ARRC; opinions my own}
PyCon Asia @pyconasia... @pyconapac
579 Followers 53 Following All things PyCon in Asia. We're also on Mastodon here: https://t.co/87ZkdE3cMd
David Lafferty @DavidCLafferty
247 Followers 677 Following PhD student @ATMS_Illinois working on climate extremes, impacts, and uncertainty. Scottish 🏴 he/him
PyCon US @pycon
58K Followers 5 Following PyCon US is a community-focused conference for Python users and developers. Join us in Pittsburgh, PA from May 14 - May 22, 2025!
typedfemale @typedfemale
38K Followers 532 Following a really exciting new account "advanced pytorch user" - @cHHillee alt: @typedalt
parkie-doo @parker_ziegler
726 Followers 328 Following Ph.D. Student @Berkeley_EECS // Maps • Data • Graphics • Code @Grist
Nahel Belgherze @WxNB_
64K Followers 2K Following Mainly focused on covering extreme weather events worldwide. Also interested in climate dynamics, geohazards and satellite/airborne remote sensing.
Angelos Katharopoulos @angeloskath
3K Followers 259 Following Machine Learning Research @Apple. Previously PhD student at @idiap_ch and @EPFL. Interested in all things machine learnable
Tom Jobbins @TheBlokeAI
15K Followers 227 Following My Hugging Face repos: https://t.co/yh7J4DFGTc Discord server: https://t.co/5h6rGsGfBx Patreon: https://t.co/yfQwFggGtx
andrew @andrewthezhou
2K Followers 610 Following shaping reward signals that mirror the chaos of our digital world @fleet_ai. prev founded Kona (acq. 15Five), interned @ , dropped out @ ucla
fleet @fleet_ai
149 Followers 2 Following Build better agents with better environments. Backed by Sequoia Capital, Menlo Ventures, and SVA.
Wing Lian (caseus) @winglian
11K Followers 2K Following @axolotl_ai OSS maintainer. Axolotl AI founder. AI/ML tinkerer. Building tools for everyone.
Joe Hamman @_jhamman
2K Followers 722 Following Climate scientist, engineer and human. Co-founder/CTO @earthmoverHQ. @xarray_dev/@pangeo_data dev. Formerly @carbonplanorg, @NCAR_Science, and @uw_cee. He/him.
conda @condaproject
4K Followers 510 Following #conda has moved to 🐘 Mastodon: @[email protected] 🔗 LinkedIn: https://t.co/O1O5kWxg1X Join us! Conda is a Package & Environment manager
Andrew McCalip @andrewmccalip
69K Followers 1K Following Building spacecraft @vardaspace. Circumnavigating world @ https://t.co/hLM2DEHrnx. Art @ https://t.co/Cze338MBMi Former: Co-Founder Cosine Additive, acquired by GE
Aimee Barciauskas @yayyyimee
535 Followers 179 Following Data Engineer @developmentseed ... a t2.small trying to be an r4.16xlarge
Anna Geller @anna__geller
2K Followers 437 Following Data & Writing. Product Lead @ kestra Fan of long walks & movies https://t.co/xQE8loTLv8 https://t.co/qohytZQkSn
Radiant Earth @OurRadiantEarth
8K Followers 1K Following Increasing shared understanding of our world through community-led initiatives that make data easier to access and use.
Koen Van den Eeckhout @Koen_VdE
4K Followers 1K Following Turning complex data into powerful visual stories! 📊 Information and #dataviz designer @BaryonDesign. Author of 'Powerful Charts'. Ex-physicist. He/him 🏳️🌈
Lucas Sterzinger @lucassterzinger
440 Followers 872 Following Scientific Software Developer @NASAGoddard @NASAEarthData GES DISC | PhD in Atmospheric Science | Open source/open science. He/him 🇨🇵
𝙼𝚊𝚝𝚝𝚑�... @GeoSkeptic
2K Followers 860 Following remote sensing, foss4g, and scientific skepticism @element84. Hieronymus Bosch fan.
Earth Science Informa... @ESIPfed
3K Followers 2K Following We envision a world where data-driven solutions are a reality for all by making #EarthScienceData actionable by all who need them anytime, anywhere.
CNG @cloudnativegeo
1K Followers 113 Following Where geospatial data users create the future together.
Minh Phan @WXMinh
2K Followers 3K Following Meteorologist ⛈️ | @universityofga 🐶 @EastCarolina 🦜 | from Savannah, GA | Opinions my own | 🏳️🌈
SpatioTemporal Asset ... @STACspec
2K Followers 15 Following Enabling online search and discovery of geospatial assets.
🥔🗺️ ᴘᴏᴋ... @pokateo_maps
28K Followers 3K Following po-KATE-o, first of her name, eater of potatoes 🥔 and maker of maps 🗺️. I make GIS (more) fun by sharing maptastic themes & original mappy memes! 🌐 ᵛᶦᵉʷˢᵐᶦⁿᵉ
Michal Malewicz @michalmalewicz
47K Followers 447 Following Built multiple businesses. 7 figures+. Sharing how I do it. Building apps. Designed for Fortune500, 537+ products, since 1998 → https://t.co/JOXhinCEUr
Sophia Yang, Ph.D. @sophiamyang
30K Followers 2K Following Head of Developer Relations @MistralAI | Board of @NumFOCUS
Pawel Jastrzebski �... @pawjast
2K Followers 481 Following Data analyst with 🐍 | Turning data to 🖼 with @matplotlib and @inkscape | Sharing tips on data analysis & coding | Learning Flask and Linux - Let's connect🌍
Anaconda @anacondainc
84K Followers 2K Following Anaconda advances AI with open source, empowering builders to increase productivity while reducing cost and risk. 🐍
Scientific Python @scientific_py
5K Followers 71 Following Community developed, community owned Find us also at: https://t.co/Z2tLWYvhfA
Cameron Riddell @RiddleMeCam
757 Followers 376 Following scientific computing, data science, Python enthusiast, instructor @dutc_training
Lode Nachtergaele @cast42
869 Followers 2K Following Moved to https://t.co/XPXglk16iy Mix between starter/builder/fixer/hacker/dreamer. Machine Learning Engineer. Cycling & snow fun. https://t.co/croJKzbGzy
Lin et al. Intro Pyth... @Lin_etal_IPySEs
75 Followers 200 Following Teaching Python to scientists and engineers: Lin et al., An Introduction to Python Programming for Scientists and Engineers (Cambridge Univ. Press, 2022).
Fireship @fireship_dev
201K Followers 933 Following Build and ship your app faster with @JeffDelaney23 🔥📽️ https://t.co/oF4GTcT7UC
pyscript_dev @pyscript_dev
14K Followers 3 Following https://t.co/r4LKyXEXNz PyScript - programming for the 99%
Streamlit @streamlit
38K Followers 49 Following Streamlit is an open-source Python framework for data scientists and AI/ML engineers to deliver dynamic data apps -- in only a few lines of code.
NumFOCUS @NumFOCUS
27K Followers 1K Following Our open source scientific software projects are changing the world. We support projects like Pandas, Julia, & NumPy + organize @PyData!
Deepak Cherian @cherian_deepak
779 Followers 559 Following @EarthmoverHQ. one of many @xarray_dev maintainers.
Felix Lee @felixleezd
25K Followers 1K Following CEO, @ADPList. Gotrade (YC S19). Forbes 30u30. I design products for 10M people.
pycoaj @pycoaj
121 Followers 64 Following 気候・海洋・大気分野でのpython情報。 Python for Climate/Ocean/Atmosphere science.
Ham Gretsky @ham_gretsky
25K Followers 18K Following I'm not always self aware, but when I am...Wait What? #AI #BigData #Programming #WebDevelopment #IoT #DataScience #MachineLearning #ArtificialIntelligence
Appfigures @appfigures
13K Followers 5K Following Analytics, App Intelligence, and #ASO tools for mobile #app makers, marketers, and analysts. Get the #newsletter → https://t.co/3UTVNrH87GTrends for United States
You might like
