Lux

Automatically visualize your pandas dataframe via a single print!
📊 🤔 📈 💡

[Aditya Parameswaran @adityagp]

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) ...

[Adam Marcus @marcua]

@bernhardsson 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.)

[Cameron Yick @hydrosquall]

@FILWD @dorisjlee’s @lux_api , a human in the loop visualization recommendation system

[Lux @lux_api]

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

[Ponder @ponderdata]

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.

https://t.co/xu0OWtsea1

[Doris Lee @dorisjlee]

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!

https://t.co/L4Q6Jlwq3A

#DataScience #pandas #opensource

[Lux @lux_api]

Check out the release notes for more details!
https://t.co/GTmlVF0d2d

[Lux @lux_api]

Lux v0.5 is released! 🎉
https://t.co/5E4FAMmD68
#DataScience #Pandas #Jupyter #DataVisualization

[Lux @lux_api]

This release includes:

+ improved support for pandas datetime objects 📅
+ added quick debug capability for troubleshooting install & setup 🛠️
+ compatibility with pandas 1.2 and 1.3 🐼
+ many bugfixes 🐞

[Dan Fu @realDanFu]

(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 🧵👇:
https://t.co/C5lh1ajCCp

[Till Nagel @tillnm]

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. https://t.co/USML2Bhlip

[Lux @lux_api]

Check out this thread for the backstory of how Lux came to be, after many years of research and lessons learned along the way!

[Aditya Parameswaran @adityagp]

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.

[Christos Christodoulou @chr7stos]

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:https://t.co/xrW0xGdkP9

YT video by developer of the library @dorisjlee https://t.co/Ftl5vWEvtQ

#datascience

[Aditya Parameswaran @adityagp]

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): https://t.co/XkJDNWH9z5
Slides: https://t.co/JqZQhQ667a

[Christy Heaton (she/her) @christytoes]

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

[Irina @explorerofdata]

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! 😎

[Lux @lux_api]

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! 📊📈💡
https://t.co/4zRq895awq

[Lux @lux_api]

+ config parameter for chart resizing 🎛️
+ performance improvements ⚙️
+ bug fixes 🐞
+ check out release notes for details: https://t.co/0UOC76Umr1

[Lux @lux_api]

New Lux v0.3.1 release! 📊🤖📈
Include dashboard export integration 📝, improved timescale visualizations 🕒 + more!

Try out our live demo 🎮: https://t.co/q7uhgABTGN

[Lux @lux_api]

A single time series doesn't tell the entire story. 📗

Lux auto-detects temporal attributes and plots vis at different timescales!
e.g.) monthly time series reveals cyclical pattern
→ more Airbnb reviews in the summer 💡

Docs: https://t.co/sHJzLvmCBs