Sidewalk Labs is currently building out a platform called Replica that will support them in their development plans here in Toronto. Replica is:
“a user-friendly modeling tool that uses anonymized mobile location data to give planning agencies a comprehensive portrait of how, when, and why people travel in urban areas.”
Here is a preview of the Replica dashboard showing a section of Main Street in Kansas City. I hope the animated GIF shows up for you.

The platform uses a combination of mobile location data (~5% of the population) and on-the-ground checks, typical stuff like manual traffic counts and transit boardings.
The goal is to understand in real-time who is using a street, as well as how (driving? cycling?) and why (going to work?).
Their introductory blog post obviously stresses the importance of personal privacy, but I am curious how they determine where people are going.
I suppose if they pair journeys with destinations (and the durations at those destinations) they can make reasonable assumptions around the why.
I think the benefits to all of this are clear. But does any or all of this worry you from a privacy standpoint?
This evening I attended the 27th Annual Toronto Planning Dinner. It’s an annual dinner for people in planning and development, put on by the University of Waterloo Planning Alumni of Toronto. Thank you Wood Bull LLP for the invite.
The keynote speaker was Dr. Anthony Townsend. He is the author of SMART CITIES: Big Data, Civic Hackers, and the Quest for a New Utopia. I haven’t read it (yet), but his talk offered a preview of it and I think it would be of interest to all of you.
It deals with many of the topics that we discuss on this blog, one of which is the interrelationship between our physical environment and the networks and software layers that we are now building on top of it.
These layers have the potential to augment and enhance our cities (maybe make them smarter), but they also have the potential to do us harm. One important issue that Townsend brought up is that of privacy.
Cities used to enable anonymity.
When essayist and art critic Charles Baudelaire wrote about “modernity” in 19th century industrializing Paris, it referred to an ephemeral and fleeting kind of urban environment. Pass someone on the street and you may never see them again. That must have felt sad at the time.
Today we live in a fish bowl.
Networks connect us, check us in, ping us when we are nearby people we know, and help us find people to meet and date. And we already have devices, like Alexa, that spy on us in our homes so that companies can serve us targeted ads. (This is deplorable by the way.)
Will the city of the future endeavour to do the same as we equip it with more “smarts”?
I guess that’s why Townsend believes that privacy will define a big part of 21st century urbanism. There’s no doubt that it will be very important.
Sidewalk Labs is currently building out a platform called Replica that will support them in their development plans here in Toronto. Replica is:
“a user-friendly modeling tool that uses anonymized mobile location data to give planning agencies a comprehensive portrait of how, when, and why people travel in urban areas.”
Here is a preview of the Replica dashboard showing a section of Main Street in Kansas City. I hope the animated GIF shows up for you.

The platform uses a combination of mobile location data (~5% of the population) and on-the-ground checks, typical stuff like manual traffic counts and transit boardings.
The goal is to understand in real-time who is using a street, as well as how (driving? cycling?) and why (going to work?).
Their introductory blog post obviously stresses the importance of personal privacy, but I am curious how they determine where people are going.
I suppose if they pair journeys with destinations (and the durations at those destinations) they can make reasonable assumptions around the why.
I think the benefits to all of this are clear. But does any or all of this worry you from a privacy standpoint?
This evening I attended the 27th Annual Toronto Planning Dinner. It’s an annual dinner for people in planning and development, put on by the University of Waterloo Planning Alumni of Toronto. Thank you Wood Bull LLP for the invite.
The keynote speaker was Dr. Anthony Townsend. He is the author of SMART CITIES: Big Data, Civic Hackers, and the Quest for a New Utopia. I haven’t read it (yet), but his talk offered a preview of it and I think it would be of interest to all of you.
It deals with many of the topics that we discuss on this blog, one of which is the interrelationship between our physical environment and the networks and software layers that we are now building on top of it.
These layers have the potential to augment and enhance our cities (maybe make them smarter), but they also have the potential to do us harm. One important issue that Townsend brought up is that of privacy.
Cities used to enable anonymity.
When essayist and art critic Charles Baudelaire wrote about “modernity” in 19th century industrializing Paris, it referred to an ephemeral and fleeting kind of urban environment. Pass someone on the street and you may never see them again. That must have felt sad at the time.
Today we live in a fish bowl.
Networks connect us, check us in, ping us when we are nearby people we know, and help us find people to meet and date. And we already have devices, like Alexa, that spy on us in our homes so that companies can serve us targeted ads. (This is deplorable by the way.)
Will the city of the future endeavour to do the same as we equip it with more “smarts”?
I guess that’s why Townsend believes that privacy will define a big part of 21st century urbanism. There’s no doubt that it will be very important.
Daniel Doctoroff (chairman and CEO of Sidewalk Labs and former deputy mayor of New York City) and Eric Schmidt (executive chairman of Alphabet and former CEO of Google) recently contributed a piece to the Globe and Mail about “why Toronto is the ideal place to build a neighborhood of the future.”
It’s about the partnership they working on with Waterfront Toronto. I wrote about that announcement, here.
Here is an excerpt from the Globe article:
“The eastern waterfront will be a place where residents, companies, startups and local organizations can advance new ideas for improving city life. It’s where a self-driving test shuttle will take its first steps toward becoming a next-generation transit system that’s cheaper, safer and more convenient than private car-ownership. It’s where new insights into advanced construction methods will start to reveal a path toward more affordable housing development. It’s where explorations into renewable energy and sustainable building designs will show promise toward becoming a climate-positive blueprint for cities around the world.”
These are some of the first details that I have heard about their vision for Toronto’s eastern waterfront.
Some of you are probably worried – after reading the above excerpt – that by focusing on self-driving vehicles, we are setting ourselves up to repeat our previous mistakes. But if self-driving vehicles are destined to become a reality (and it certainly feels that way), it is critical that we understand their impact and how they might best dovetail with the public transit systems we already have in place.
I am thrilled that all of this will be happening right here on our doorstep.
Daniel Doctoroff (chairman and CEO of Sidewalk Labs and former deputy mayor of New York City) and Eric Schmidt (executive chairman of Alphabet and former CEO of Google) recently contributed a piece to the Globe and Mail about “why Toronto is the ideal place to build a neighborhood of the future.”
It’s about the partnership they working on with Waterfront Toronto. I wrote about that announcement, here.
Here is an excerpt from the Globe article:
“The eastern waterfront will be a place where residents, companies, startups and local organizations can advance new ideas for improving city life. It’s where a self-driving test shuttle will take its first steps toward becoming a next-generation transit system that’s cheaper, safer and more convenient than private car-ownership. It’s where new insights into advanced construction methods will start to reveal a path toward more affordable housing development. It’s where explorations into renewable energy and sustainable building designs will show promise toward becoming a climate-positive blueprint for cities around the world.”
These are some of the first details that I have heard about their vision for Toronto’s eastern waterfront.
Some of you are probably worried – after reading the above excerpt – that by focusing on self-driving vehicles, we are setting ourselves up to repeat our previous mistakes. But if self-driving vehicles are destined to become a reality (and it certainly feels that way), it is critical that we understand their impact and how they might best dovetail with the public transit systems we already have in place.
I am thrilled that all of this will be happening right here on our doorstep.
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