Sign up to save your podcasts
Or
Share 2/17/22 #55 Doris Lee - Visualization for Data Science
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
2/17/22 #55 Doris Lee - Visualization for Data Science
Doris Lee - Always-on Dataframe Visualizations with Lux
Visualizations help data scientists discover trends, patterns, identify outliers, and derive insights from their data. However, existing visualization libraries in Python require users to write a substantial amount of code for plotting even a single visualization, often hindering the flow of data exploration. In this talk, you will learn about Lux, a lightweight visualization tool on top of pandas dataframes. Lux recommends visualizations for free to users as they explore their data within a Jupyter notebook without the need to write additional code. Lux is used by data scientists across a variety of industries and sectors and has nearly 66k total downloads and over 3.3k stars on GitHub. For more information, see: https://github.com/lux-org/lux.
View all episodes
By Dan Fu, Karan Goel, Fiodar Kazhamakia, Piero Molino, Matei Zaharia, Chris Ré
5
77 ratings
Doris Lee - Always-on Dataframe Visualizations with Lux
Visualizations help data scientists discover trends, patterns, identify outliers, and derive insights from their data. However, existing visualization libraries in Python require users to write a substantial amount of code for plotting even a single visualization, often hindering the flow of data exploration. In this talk, you will learn about Lux, a lightweight visualization tool on top of pandas dataframes. Lux recommends visualizations for free to users as they explore their data within a Jupyter notebook without the need to write additional code. Lux is used by data scientists across a variety of industries and sectors and has nearly 66k total downloads and over 3.3k stars on GitHub. For more information, see: https://github.com/lux-org/lux.