
Lux
@lux_api
Automatically visualize your pandas dataframe via a single print! 📊 🤔 📈 💡
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Our EuroVis paper, led by @w_epperson, enhances in-situ visrec systems like @lux_api by incorporating missing (but rich/powerful) context from recent analysis history. This is useful as an implicit intent signal (to complement explicit user-provided intent in @lux_api) ...
📜 Solas uses the history of your analysis to provide visualization recommendations! ✍️ @w_epperson, @dorisjlee, @Acorn59965217, K Agarwal, @adityagp, @domoritz, @adamperer 👉 willepperson.com/papers/solas #FullPaper #EuroVis #EuroVis2022

You likely know about @modin_project / @lux_api / @ponderdata, but they're top of mind, so sharing. (I have no affiliation aside from collaboration w/ @adityagp on unrelated projects.)
Check out this blog post on how Lux supercharges the visualization data in your pandas dataframe without needing to write extra code! #pandas #visualization #datascience #opensource #python #dataviz
Read how @lux_api accelerates the process of insight discovery in pandas with no effort. So no more wasteful copy-pasting of vis code snippets just to create a simple chart! Lux recently hit 100k+ downloads. ponder.io/using-lux-to-v…
Check out this @forbes interview with @aparnadhinak to read about how our PhD research on @lux_api and @modin_project led to the exciting new directions at @ponderdata! forbes.com/sites/aparnadh… #DataScience #pandas #opensource
forbes.com
Your Data Science Workflows Are About To Get A Lot More Scalable
Doris Lee is the CEO and co-founder of Ponder, which recently closed a $7 million seed round led by Lightspeed Venture Partners. The company, which promises to solve usability challenges with data...
(1/n) This week @dorisjlee from @ucbrise and @BerkeleyISchool will be joining us on the Stanford MLSys Seminar to talk about her fantastic work on @lux_api. You can catch us live on YouTube this Thursday at 1:30 PT! Deets in 🧵👇: youtube.com/watch?v=yrmSoU…
youtube.com
YouTube
Lux: Visualization for Data Science - Doris Lee | Stanford MLSys #55
In case you missed our event: Visualizing your Pandas Dataframe with Zero Effort with Lux by @dorisjlee, the video is available. • #dataviz • And, subscribe to our YT channel for more videos. youtu.be/O28RZ8SsSQk
youtube.com
YouTube
[37] Visualize Your Pandas Dataframe with Zero Effort with Lux (Doris...
Kick-start your EDA! @lux_api helps visually exploring your @pandas_dev dataframes and renders simple visualizations to view correlation, distribution, and more in a notebook environment. Stumbled upon it just now and find it really useful. github.com/lux-org/lux
Check out this thread for the backstory of how Lux came to be, after many years of research and lessons learned along the way!
Since 2013, we've developed many different visualization recommendation tools—tools that provide patterns, trends, and anomalies, without requiring code. The earliest, SeeDB (w/ @samrmadden @DataCereal @alkispolyzotis) displayed visualizations that highlighted data differences.
Do you use pandas and Jupyter notebooks? If you do, make sure to check out the #python library lux for automated and interactive #datavisualization Github repo:github.com/lux-org/lux YT video by developer of the library @dorisjlee youtube.com/watch?v=JQky6f… #datascience
youtube.com
YouTube
Lux: Automatic Visualizations for Exploratory Data Science - Doris...
My @cidrdb gong show talk: "Can your database do this?" A sneak peek into our newest adventure @ponder_io featuring @modin_project and @lux_api — more coming soon! Video (5 mins): loom.com/share/51ee8394… Slides: slideshare.net/AdityaParamesw…
slideshare.net
Can Your Database Do this?
The presentation by @dorisjlee on @lux_api is now available: • About lux: a lightweight python visualization tool on top of Pandas dataframes. (#dataviz, #DataScience, #matplotlib) • Notes: tinyurl.com/demo-lux • Video: youtube.com/watch?v=O28RZ8…
youtube.com
YouTube
[37] Visualize Your Pandas Dataframe with Zero Effort with Lux (Doris...
This morning I learned about a new python visualization tool called @lux_api and I'm so excited to try it! Thanks to @DataUmbrella for organizing such great topics and speakers! @dorisjlee @reshamas
I decided to dedicate one hour every Friday evening to exploring a new Python library. Today I am exploring @lux_api , which is a Python library that facilitates fast and easy data exploration . I will report back with insights! 😎
📢 Our next event: Lux, Visualizing Your Pandas Dataframe with Zero Effort 🗣️ @dorisjlee 📅 Thurs, Nov 18 ⏰ 9am PT / 12pm ET / 8pm EAT / 10:30pm IST ➕Thank you to our sponsor: #neo4j Sign up here: bit.ly/31n7YNf #dataviz #datascience #machinelearning #python

Come check out our #PyDataGlobal2021 talk on @lux_api this Thursday 10/28 at 3-3:30pm PST to learn how you can automatically visualize your pandas dataframe with just a single line print! 📊📈💡 pydata.org/global2021/sch…
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