Here are more examples of ML modeling plans
Use case: How can I buy a used car as a college freshman?
Use case: Affordable and safe housing resources for low-income students and residents in the Ypsilanti
State/local Revenue and expenditure data:
- https://www.census.gov/data/datasets/2017/econ/local/public-use-datasets.html
- https://www.urban.org/policy-centers/cross-center-initiatives/state-and-local-finance-initiative/state-and-local-backgrounders/highway-and-road-expenditures
- Michigan annual financial report: https://www.michigan.gov/mdot/0,4616,7-151-9622_11045_13782—,00.html
- 2015 Estimated distribution state transportation funds by county/city: https://semcog.org/funding#3309148-wayne-county
- https://midwestepi.files.wordpress.com/2017/05/cost-per-lane-mile-nationally-and-in-the-midwest-updated-final.pdf
“The state funding formula takes into consideration many factors. The most important factor is the number of miles of road under that government’s jurisdiction. However, major roads receive more money than minor roads; roads in urban areas receive more than roads in rural areas. Population is taken into consideration along with where vehicles are registered. Even how much snowfall has occurred over the past few years can impact state distributions.”
“Michigan currently receives over $3 billion annually to operate our state’s transportation system. The state collects approximately $2 billion a year in motor fuel taxes and vehicle registration fees. The Federal government also provides over $1 billion per year in road funding, used primarily to improve the major roads in the state.
State revenues for transportation purposes will increase by an additional $1.2 billion annually between 2017 and 2021 due to recent changes in state law.”
Congestion time: not find
Accident location: yes
Population: yes
Extend to the state level
Photo by Annie Spratt on Unsplash
