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

Tweets Per Day Analysis
Tweets Per Day Analysis
How to Improve Data Visualization at Your Company?
Applying Data Analytics to Customer Experience and Service on Social Media
Using Business Analytics to Ask the Big Questions of Big Data
What If We Could Feel the Big Data Sugar Rush Faster?

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's core relationship is workload-by-workload decision-making for cloud migration, where s
Which Workloads Should Move to the Cloud?
Cloud Computing Exclusive IT
Flat editorial illustration: The article positions data governance as a strategic board-level concern rather than a purely techni
Why Data Governance Is Becoming a Board-Level Business Priority
Big Data Exclusive Policy and Governance
Flat editorial illustration: The article argues that data annotation quality should be measured by inspectable gold sets, written
The Top Data Annotation Companies Are Separated by Proof of Quality, Not Headcount
Big Data Exclusive
Flat editorial illustration: The article's core relationship is the gap between raw bank-feed records and reliable subscription i
Subscription Trackers Have a Transaction Data Problem
Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Image
Business IntelligenceData Visualization

The Analytics Software Learning Curve – How Steep Should You Go?

6 Min Read
Analytics, Rules and Visualizations Changing Global Finance Companies
Data Visualization

Analytics, Rules and Visualizations Changing Global Finance Companies

5 Min Read
Mobile Advertising, Clustering Algorithms, and Your Ticket for a Free Ride
AnalyticsBig DataCollaborative DataData MiningData VisualizationExclusiveITLocationMarketingMarketing AutomationMobilityPredictive AnalyticsSocial DataSocial Media AnalyticsSoftwareStatistics

Mobile Advertising, Clustering Algorithms, and Your Ticket for a Free Ride

5 Min Read
Dashboard Envy
Data Visualization

Dashboard Envy

3 Min Read

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

The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots
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?