Minh-Thi Nguyen was a third-year graduate student studying experimental physics at the Massachusetts Institute of Technology. She lived in Kendall Square with a classmate, worked at the university in the physics department, and was considered a rising star in the scientific community.
Sidney Olsen loved being outside, and would wake up early on Sunday mornings to plan out breakfasts, art classes, ice skating trips, and outdoor expeditions. The Andover five-year-old was full of life, and loved “feeling the wind in her hair,” according to her father, Eric Olsen.
Six months ago, Nguyen was cycling to MIT’s campus when she was killed by a truck making a right turn at the intersection of Portland Street and Hampshire Street in Cambridge. In May 2023, Olsen was killed at a crosswalk minutes away from her house by a truck, despite having a prominent walk signal.
In the past five years, Boston and Cambridge logged 2,287 roadside accidents involving cyclists — Nguyen and Olsen among them. Family members and community advocates point to both cases as examples of thousands of preventable deaths had the state appropriately invested into safer bike lanes and sidewalk infrastructure, and implemented automated enforcement measures targeting reckless driving in pedestrian zones.
Publicly available data on bike crashes provided by the cities of Boston and Cambridge show that each location saw an uptick in bike crashes from 2019 to the present. There were fewer crashes in 2020 and 2021, mostly due to the pandemic, but there has been a rise since 2022. 2023 had the most incidents with 539, and there were 114 injuries and 45 hospitalizations in Cambridge alone.
Massachusetts Avenue, spanning both Boston and Cambridge, had the most reported accidents of the two cities and intersected with many of the streets where crashes occurred. Much of the separated bike infrastructure along Mass. Ave. was constructed after 2021 in response to community petitioning. Previously, painted, or no, infrastructure existed along the street.
“We need to bring awareness to vulnerable road users and make the road safe for us to ride,” said Jo-Anne Wyndham, who sustained a spinal cord injury after being struck by a car while cycling in West Roxbury in 2011. “After my crash, the police officer who was investigating my case actually told me bikes don't belong on the roads. I want to see a lot of people out on bikes and I want better awareness for motorists.”
From the steps of the Massachusetts State House, and addressing hundreds of people gathered to remember fallen pedestrians and cyclists on a sunny day in mid-November, Alexa Gomberg recalled leaving the apartment she shared with Nguyen 10 minutes before her accident — the last time she saw her roommate and childhood friend alive. She invited those that have lost someone in a roadside accident to collect a yellow carnation from a vase at her feet, and called on officials to support automated enforcement measures and additional regulations on large vehicles.
Wyndham, standing next to her husband Jeff Kaufman, was among those who grabbed a carnation. Currently living in Jamaica Plain, it was important to the couple to ride the 6.6 mile route that wove through the sites where three Cantabrigians — Nguyen, Kim Staley, and John Corcoran — were fatally struck this year.
“One of the things that still does not sit well with me is the fatality in Cambridge where the car clearly must have been going too fast, lost control, jumped the sidewalk, killed the cyclist, and he still hasn't been sighted,” Wyndham said, referencing the lack of charges brought against the driver who “lost control of their vehicle” and fatally struck Corcoran along Memorial Drive in Cambridge in September.
In the map above, each dot represents an accident that involved a cyclist in both Boston and Cambridge between 2019 and 2024. The data, provided by each city's police departments and dispatch systems, are only representative of the accidents reported to the police. The Boston data tracks accidents from June 30 and earlier, while the Cambridge data showcases data from to Oct. 31 and earlier.
Nguyen is one of three cyclists to have been hit at the intersection of Hampshire Street and Portland Street — the other two incidents took place in 2022. The intersection gives cyclists two options: no bike lane on Portland, or a painted, non-separated lane along Hampshire. Hampshire Street also stands out as one of three streets with the most cyclist fatalities in Cambridge in the past five years.
“Concerns [arise] when there's disruptions in the streets, so when the Red Line needs to be rerouted to shuttle buses like [between Harvard and Broadway in November], there's not enough coordination between the MBTA and the cities to make sure that the cycling lanes are still protected,” Gomberg, who organized the memorial ride in honor of her lifelong friend, Nguyen.
Many of the accidents happened where there is no bike infrastructure, meaning that cyclists and vehicles are sharing the same lanes. Most of the remaining accidents happened where there are bike lanes on the roads, but the lanes are not separated.
Boston and Cambridge are starting to construct separated bike lanes where there previously haven’t been a physical barrier between the car and bike lanes. Most of this construction started in 2021 according to the Better Bike Lanes project from Boston’s city government and the Cycling Safety Ordinance out of Cambridge. Both cities have plans to add more separated bike lanes in the next few years.
According to the density map, the streets with the most bicycle accidents in Cambridge are Massachusetts Avenue, Cambridge Street, andHampshire Street. The most prevalent intersections are Massachusetts Avenue and Cambridge Street by the Harvard T station, Cambridge Street and Portland Street, Massachusetts Avenue and Albany Street, and Massachusetts Avenue and Vassar Street, with the latter two being by MIT.
In Boston, the streets with the most bicycle accidents are Route 20, especially by Boston University, Massachusetts Avenue, and Route 9. The most prevalent spots for crashes are the intersections of Beacon Street and Massachusetts Avenue, Massachusetts Avenue and Washington Street, Massachusetts Ave and Melnea Cass Boulevard by Boston University’s Medical Campus, Massachusetts Ave and Tremont Street by Northeastern, and South Huntington Avenue by the Back of the Hill T Stop.
The graph above shows that there were 251 hospitalizations from bicycle accidents from 2019-2024 in Cambridge, with 2019 and 2022 having the most with 56 and 51 respectively. Boston does not record the severity of the crashes to protect the privacy of individuals according to the data description. Camrbidge only records up to hospitalizations, which is estimated.
This interactive map traces cycling fatalities across Boston and the subsequent policy changes they sparked. Though Boston ranks among America's safest cycling cities, each location marks a personal tragedy and a pivotal moment in the city's bike safety evolution. Through these interconnected stories, we examine three key elements: the lives lost at dangerous infrastructure points, the specific safety challenges that contributed to each incident, and the policy changes that followed - often reactively rather than preventively.
This scatter plot visualizes cyclist fatalities per 100,000 residents across U.S. cities with populations over 500,000, revealing Boston's position as one of America's safest cycling cities in 2022. By normalizing fatality data against population size, we made a meaningful comparison between urban areas of varying sizes. While Boston's relatively low fatality rate might suggest success in cycling safety, the personal stories of John Corcoran and Minh-Thi Nguyen in 2024, for example, continue to teach and remind that statistics alone don't tell the complete story. These individual tragedies - occurring at known infrastructure weak points - demonstrate that even cities ranking well in national safety work must still be done to protect vulnerable road users better.
One bill, stuck in a legislative logjam, could give cycling advocates a win toward strengthening motor vehicle regulations. “An Act Relative to Automated Enforcement,” co-sponsored by Salem representative Manny Cruz and Watertown representative Steven Owens, would allow sensor devices along roadways to photograph vehicles committing camera-enforceable violations. Critics of the measure say it would strip the autonomy of motorists operating vehicles and has the potential to demoralize the police force in apprehending criminals.
“Right now it is a matter of debate whether or not this is the right approach to traffic zero,” Cruz said, addressing the crowd gathered in front of Beacon Hill. “We're coming up on a new legislative session and what we need now more than ever is to take our collective action and raise our support for this type of legislation.”
Ahead of the ride at the Cambridge Common, Freya Peers stood apart from the rest of the cyclist group. Peers, an international graduate student from Amsterdam researching cycling inequities, was surprised at the large turnout for the memorial ride because “back home, everybody just cycles.”
“A lot of my mobility is due to biking around in the Netherlands, and I've been terrified to cycle here. This is one of the first times I'm really cycling in the city,” she said. “I thought this would be a safe environment, but the infrastructure is terrible here.”
After living in Dedham for several months, Peers expects to go back to the Netherlands with a newfound respect for biking protections. Living abroad in Massachusetts has made her “enjoy the act of cycling” again.
To create this chart I downloaded a clean data set from 1925-2017 documenting the amount of Immigrant apprehensions in each of those years. Then, inputting that information into Tableau, playing around with different chart ideas and concepts, and concluding line chart with clear year and number indicators represented the data most clearly.
Jack Kaplan, October 1, 2024
Progress Pictures:
A Tale of Two Cities: Boston and New York in 2022.
Jack Kaplan, September 25, 2024.
Boston and New York, two iconic East Coast cities, present intriguing contrasts in urban dynamics. In 2022, Boston’s population of 666,000, was dwarfed by New York’s 8.62 million residents. Despite their size difference, both cities experienced slight population declines from the previous year. Boston decreased by 1.02% and New York by 1.3%.
Demographically, both cities are generally diverse. In Boston White (Non-Hispanic) residents form the largest ethnic group at 44.2%, followed by Black or African American (Non-Hispanic) at 21%. New York shows a similar pattern, with White (Non-Hispanic) residents at 31.2% and Black or African American (Non-Hispanic) at 21%.In median household income, Boston outperformed New York. Bostonians earned $89,212 annually, compared to New Yorkers' $76,607. However, Both cities saw significant income growth in 2021, with Boston's increasing by 9.14% and New York's by 8.41%.
Interestingly, Transportation habits diverge significantly. Most Bostonians drive alone to work, with an average commute of 30.6 minutes. In contrast, New Yorkers predominantly use public transit, enduring longer commutes averaging 41.1 minutes. Thus speaking to the disparate quality and reliability of public transportation and the drivable nature of each city.
Jack Kaplan, September 23, 2024.
Basic Unpacking Boston's 2017 Employee Earnings:
To increase government transparency, the City of Boston has published an annual Employee Earnings Report. This 2017 dataset, offers a look into the differing compensation of city employees, from police officers and firefighters to school teachers.
Who’s Behind the Data?
The City of Boston’s Analytics Team, a department solely dedicated to leveraging data for better governance, is responsible for collecting and publishing this information. Myriad modes of contact exist for interested parties to get in touch with Analytics Team officials like reaching out to Analytics professionals directly like Jeff Lambert or Julia Vasta or submitting a general inquiry through the Boston.Gov website.
The Why Behind the Data:
To me, transparency and governmental accountability seem to be the catalyst for this data collection effort. By making city governance and employee earnings public it allows its citizens to see how their tax dollars are being spent on public sector salaries. Thus, fostering trust between the government and its constituents. Additionally, this collection provides insights for policymakers, journalists, and researchers interested in public sector compensation.
Questions Arising from the Data:
A question regarding the actual organizational structure of the data arose for me:
What does the “injured” file represent? For instance, Detective Todd M. Hartgrove’s information shows $106,986.09 under this category. Does this indicate compensation for time off due to injury? Or was there a different fund of money that was delegated to him this year from a previous injury? This was unclear to me.
While an inquiry I would be interested in inspecting regarding the data would be:
Are there any notable gender or racial disparities in earnings, particularly in higher-paying positions?
Potential Interviewees:
An integral step to gaining a comprehensive perspective of any dataset is interviewing voices and individuals either involved in said data or contributing to collecting and organizing it. For example, a City Budget Analyst could provide insights into how these earnings fit into the broader context of Boston's financial planning, or a long-serving Boston City Employee could offer a view into the evolution of compensation, thus contributing beneficial context to this dataset.
Overall Takeaway and Bigger Picture:
I found myself, often, considering the broader implications of this data. How do these salaries compare to private sector equivalents? Are they sufficient enough to attract and retain high-skilled workers, in departments that make effective ground-level change? Is the delegation of payment and compensation valid? How do these compensations impact the city’s overall budget and tax rates?
The collection and publishing of this data do more than fulfill a legal obligation; it invites citizens to engage in a deeper conversation about public compensation, local government, the value of government work, and politics.
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