Interurban / 54 metros / Minneapolis–Saint Paul

Minneapolis–Saint Paul

A grid city that tore out one of the best streetcar networks in America and has spent seventy years trying to replace it.

Residents
2,637,686Census 2020, observed
Census tracts
668TIGERweb, 2020 vintage
Counties
Hennepin, Ramsey, Anoka, DakotaWhat the pack covers
Existing rail
3 lines, 47 stopsAgency GTFS
Difficulty
ModerateMidwest

What you are given

Every one of Minneapolis–Saint Paul's 668 census tracts arrives with its real numbers attached: resident population, population 18 and over, occupied households, jobs by sector at the workplace, resident workers, and median household income — each one hoverable, each one carrying its GEOID so you can go and check it against the Census yourself.

Work trips are not guessed. They are seeded from the observed LEHD LODES home-to-work flows between those tracts, so the real spatial structure of the region — a century of geography, zoning and history that no gravity model reproduces — is preserved, and the model predicts only the change your network causes.

Minneapolis–Saint Paul's existing network — 3 lines, 47 stops — is drawn from the operator's own published GTFS feed, in the agency's own line colours, with real opening years, so a game that starts in 1960 shows the 1960 network rather than today's.

What makes Minneapolis–Saint Paul hard

Moderate. A real city with real structure, and enough density in the middle to reward a trunk line. You are inheriting a system, which means you inherit its shape and its operating cost as well as its riders.

And the decade changes the problem, not the vehicle list. Minneapolis–Saint Paul in 1960 is a different city from Minneapolis–Saint Paul in 2025: smaller, denser, fewer cars per household, no federal transit money at all, and an expectation that you cover your own operating cost. The population distribution is back-cast by pivoting the real 2020 distribution rather than invented, so the rivers and the rail yards and the university stay where they are.

Minneapolis–Saint Paul is in the free game. One of thirteen metros you can play without paying anything — the whole demand model, the operating budget, the events, the strike, the land use and the full progression ladder, on rail, in 2025, for ten years. Not a cut-down demo: the same simulation.

Play it free

Where these numbers come from

  • Population, households, population 18+ — Census 2020 PL94-171, tables P1, P3 and H1. Observed.
  • Median household income — ACS 2018–2022 5-year, table B19013. Where the Census suppresses a tract, the pack records it as unknown and never estimates one.
  • Jobs and commute flows — LEHD LODES8 2022, WAC, RAC and OD (JT00, S000). Observed.
  • Tract geometry, water, roads — Census TIGERweb, 2020 tract vintage.
  • Traffic counts — FHWA HPMS, functional class 1–4, as reported by the state DOT; each pack's own source string names the vintage its state publishes.
  • Transit lines, stations and colours — the operating agency's published GTFS feed.

The full model specification, with every coefficient and its source →