Jupyter Notebooks are a great tool for data scientists, allowing you to work with languages like Python and R to analyze and visualize data. I was pleased to see that The Azure team has now made Jupyter Notebooks available for free at https://notebooks.azure.com.
Here, in a simple “Hello World” application, I’ve used the platform to do a simple analysis of the bicycle traffic over the Fremont Bridge here in Seattle. There are sensors on the East and West sidewalks of the Fremont bridge that pick up bike traffic.
I was curious what’s happened to overall bike traffic on that bridge as Seattle’s population has risen:
![Image result for fremont bridge seattle sensors](http://cossdotblog.wpengine.netdna-cdn.com/wp-content/uploads/2016/02/Fremont-bridge-080-1024x768.jpg)
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)
Biking across the Fremont Bridge appears to have not quite kept up pace with population growth:
![](http://54.218.225.140/wp-content/uploads/2018/11/seattle-population-by-year.png)
Here’s Seattle’s population by year (2012-2017):
See the Jupyter Notebook here:
![](https://notebooks.azure.com/launch.png)
![](https://secure.gravatar.com/avatar/d32d1adef23e05f15ea25d406d8621f7?s=110&d=mm&r=g)
Steve’s a Seattle-based entrepreneur and software leader and father of three. He’s American-Canadian, and east-coast born and raised. Steve has made the Pacific Northwest his home since 1991, when he moved here to work for Microsoft. He’s started and sold multiple Internet companies. Politically independent, he writes on occasion about city politics and national issues, and created voter-candidate matchmaker Align Vote in the 2019 and 2021 election cycles. He holds a BS in Applied Math (Computer Science) and Business from Carnegie Mellon University, a Masters in Computer Science from Stanford University in Symbolic and Heuristic Computation, and an MBA from the Harvard Business School, where he graduated a George F. Baker Scholar. Steve volunteers when time allows with Habitat for Humanity, University District Food Bank, Technology Access Foundation (TAF) and other organizations in Seattle.
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