Mastering Small Data with Handcrafted Visualizations at PyData Vermont 2025 π¨
Join Fortney and Cooley for an engaging workshop on creating human-centered, analog data visualizations. Discover innovative ways to make small data impactful and memorable!

PyData
82 views β’ Nov 14, 2025

About this video
www.pydata.org
This hands-on workshop explores "small data" through the creation of physical and analog data visualizations. Inspired by projects like Giorgia Lupi's "Dear Data", participants will form small groups and collaborate to represent and humanize data from one of five pre-selected datasets. We will explore how these physical representations can foster community collaboration and new ways of seeing, hearing and sharing data.
PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.
PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.
00:00 Welcome!
00:10 Help us add time stamps or captions to this video! See the description for details.
Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/numfocus/YouTubeVideoTimestamps
This hands-on workshop explores "small data" through the creation of physical and analog data visualizations. Inspired by projects like Giorgia Lupi's "Dear Data", participants will form small groups and collaborate to represent and humanize data from one of five pre-selected datasets. We will explore how these physical representations can foster community collaboration and new ways of seeing, hearing and sharing data.
PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.
PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.
00:00 Welcome!
00:10 Help us add time stamps or captions to this video! See the description for details.
Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/numfocus/YouTubeVideoTimestamps
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Video Information
Views
82
Likes
5
Duration
19:21
Published
Nov 14, 2025
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