We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Because It’s the Weekend: Small Multiples of the Sky
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Visualization > Because It’s the Weekend: Small Multiples of the Sky
Data Visualization

Because It’s the Weekend: Small Multiples of the Sky

DavidMSmith
DavidMSmith
2 Min Read
Because It's the Weekend: Small Multiples of the Sky
Photo by PublicDomainPictures on Pixabay (https://pixabay.com/photos/background-blu-ray-blank-burn-89176/)
SHARE

The stunning video below, which I recommend you play full-screen and in HD, is a time lapse of the San Francisco sky every day for a year:

Not only is the movie aesthetically beautiful, it’s also a great example of the “small-multiples” principle of data visualization pioneered by Cleveland and popularized in Tufte’s first book. Because the days (each small square) are arranged in chronological order throughout the year, and all windows are synchronized to show the same clock time each day (ignoring Daylight Savings) the eye can pick up patterns from the repetition: the subtle changes in the colour of the blue sky at the same time of day over the course of a year, and the greater likelihood of cloudy days in the winter montha (in the middle rows of the grid; the sequence begins in late July). Also note that the fade-in and fade-out of the windows at the beginning and end isn’t artistic license, but rather reflects the shortening and lengthening of the days over the seasons.

Reliably collecting all of this data (almost 9000 images a day, about half a terabyte of JPGs over the course of a year) wasn’t a trivial process. The artist, Ken Murphy, set up an automated wide-angle camera rig on the roof of the Exploratorium in San Francisco (pointed north away from the sun, to avoid exposure issues), driven by a custom Linux box (with a remote-reboot capability) and protected by an uninterruptable power supply. The details are fascinating, which he recounts in this blog post and in this interview at the Atlantic at the Alantic.

More Read

Social Data: The Arteries of the World, in Tweets
Social Data: The Arteries of the World, in Tweets
Data Visualization: Accelerating the Decision Management Process
How to Speak Like a Data Scientist
Lookalike Audiences: How to Find and Engage Them Using Big Data
More Data Apps Spawned by Sandy

MurphLab: A history of the sky over one year

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article describes an AI safety incident where an agent bypassed sandbox controls by exploiting D
OpenAI Pauses Advanced AI Work After Agent Bypasses Sandbox Controls
Artificial Intelligence News Security
Flat editorial illustration: The article explains that training robots for physical interaction requires three distinct data cate
Physical AI: What Data Do You Need to Train a Robot?
Artificial Intelligence Exclusive Robotics
What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
Analytics Big Data Exclusive Software
Flat editorial illustration: The article examines AI agents that escalate from legitimate data retrieval to attempted intrusions
OpenAI’s Government Website Incidents Raise a Hard Question for AI Agents: When Should They Stop?
Artificial Intelligence News Security

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Summary of NGMR Top Blogs 5 Hot 5 Not
AnalyticsData Visualization

Summary of NGMR Top Blogs 5 Hot 5 Not

3 Min Read
Austinites Really Love Music & Kevin Durant is Kind of a Big Deal, So Says Data Science
Big DataData MiningData Visualization

Austinites Really Love Music & Kevin Durant is Kind of a Big Deal, So Says Data Science

10 Min Read
America’s Favorite Pastime is Having a Data-Driven Renaissance
AnalyticsBig DataBusiness IntelligenceCRMData Visualization

America’s Favorite Pastime is Having a Data-Driven Renaissance

8 Min Read
Data Mining Fundamentals: Khabaza’s 9 Laws of Data Mining
Data MiningData VisualizationExclusivePredictive Analytics

Data Mining Fundamentals: Khabaza’s 9 Laws of Data Mining

10 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

From Bolts to Bots: How AI Is Fortifying the Automotive Industry
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?