With all the data about campaign finance available publicly, there have already been some good looks at the donations. But what’s fascinated me is how the money connects candidates to one another. There is more study to be done here, but unfortunately, I’m not sure I can do it until after the election. I know that doesn’t help for Tuesday
 
To do this I worked with a Newton resident who has a company that focuses on data visualization called PlusAMP. Their long-term goal is to make it as easy to share and collaboration on data visualizations as it is to share and collaborate on blog posts and documents. 
 
They looked at the campaign finance data with an eye toward finding connections between the candidates. The idea is that Newton has a finite donor pool, so we should be able to see where groups start to develop. And, in fact, we do. Now, I approach this with the caveat that the donations tend to be smaller ($50, $100) and this doesn’t account for the strength of different donation amounts. 
 
These files are large, so they’re linked rather than directly on the blog. You can see the full graph here, with the subset that focuses on Amy here and Scott here
 
What you see emerge are two major orbits around the mayoral candidates. Ruthanne Fuller (on the left of the main image) has, in her orbit, Deborah Crossley, Andreae Downs, Jacob Auchincloss, Andrea Kelley, Susan Albright and Allison Leary. Brenda Noel is nearby as well, but slightly separated. 
 
Scott Lennon (to the right) is a bit more isolated. Around him are Alan Ciccone, Franco Cedrone and Jim Cote. 
 
Another cluster develops around Amy Sangiolo, including Brian Yates, Christopher Markiewicz, Julia Malakie, Braden Houston and Emily Norton. 
 
None of this should come as too much surprise since we ‘re seeing a bit of a cluster based on location, but there is some based on ideals. Maria Scibelli Greenberg, for example, could be closer to Lennon based on a Ward 1 affiliation, but aligns closer to Sangiolo.
 
In taking a deeper dive on the data a few other interesting facts came up. Lennon had a late surge in fundraising, putting him ahead of Fuller. It will be interesting to see how this plays out on Tuesday. Also, if you remove out of state money, Lennon is clearly ahead. You can see some of that data on Google Studio, which you can find here: https://datastudio.google.com/open/0B1VQME8dfua8Z2JUanNsMkVkVUE
 
A number of people donated to 5 or more candidates, which is where some of the ties come from. In general, however, those amounts tend to be smaller. We’re not seeing people dropping $1000 donations on multiple candidates. The exception being Kathleen Hobson, who donated to $1000 to Fuller and Kelley with $500 donations to Albright, Downs, Leary and Noel.
 
Finally, my favorite factoid is around Eli Katzoff. As a fundraising machine, he’s an island unto himself. But he has a very odd tally from New York State, thanks in part to a pair of donations. While all other donations are in round numbers, Anthony Ingoglia donated $199.99 to Eli’s campaign, while Elon Gaffin-Cahn pulled out $1.26. I’m not sure what $1.26 buys you in New York.
 
Take a look at the data and let me know your thoughts.