In order to understand traffic trends and patterns, Cambridge uses a vendor called Miovision. Miovision sensors installed at intersections throughout the city detect size, general shape, speed, and location of objects as they move through the intersections. Using size and shape, the Miovision software categorizes the objects into types of vehicles (cars, vans, trucks, bicycles, pedestrians, etc.).
Data from the sensors is collected in 15-minute increments and transmitted to the City in simple categories such as overall traffic counts, pedestrian numbers, and turning behavior at each intersection. From there, the City can aggregate the data into time periods like rush hours and weekdays, and look at trends over time.
A traffic dashboard has been created using the sensor data at https://cityofcambridge.shinyapps.io/MiovisionTrafficVolume/ for exploring traffic patterns visually from February 1, 2020, to the current week. Users can choose types of vehicles, intersections, date ranges, and days of the week and see the data displayed in charts.
Because data collection began about six weeks before COVID started impacting traffic, the effect of the pandemic is starkly visible in charts like the one below, which displays all types of vehicle traffic through all of the Cambridge intersections equipped with sensors. Thanksgiving and Christmas are also clearly visible each year, as well as a summer dip in traffic.
![Chart, bar chart, histogram Description automatically 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)
1: All traffic at all sensor intersections
The dashboard allows users to filter by vehicle type; below is a chart showing bicycle traffic only, at all sensor intersections. It is clear from the chart that bicycle traffic is much more impacted by weather than other types of traffic.
![Chart, histogram Description automatically generated](data:image/png;base64,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)
2: Bicycle traffic at all sensor intersections
Users can filter by intersection, choosing any number of intersections that have a Miovision sensor installed. They can similarly choose any number of weekdays to display in a chart, and any date range. Here is a chart showing only data from Prospect Street and Massachusetts Avenue (Central Square), and only on weekdays (excluding weekends), and in the date range of 1/1/22 to 12/31/23.
![Chart, bar chart Description automatically generated](data:image/png;base64,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)
3: Central square traffic 2022-2023 by weekday
The Cambridge Open Data team encourages members of the community to explore various traffic patterns at https://cityofcambridge.shinyapps.io/MiovisionTrafficVolume/. Try it for yourself and don’t hesitate to share feedback.