Marshall township — commute flow to neighboring towns/cities (2023)
Aleppo township — 1 (Middle)Aspinwall borough — 2 (Middle)Avalon borough — 2 (Middle)Baldwin borough — 1 (Middle)Baldwin township — 2 (Middle)Bell Acres borough — 0 (Lower-middle)Bellevue borough — 19 (Higher)Ben Avon borough — 0 (Lower-middle)Ben Avon Heights borough — 0 (Lower-middle)Bethel Park municipality — 19 (Higher)Blawnox borough — 2 (Middle)Brackenridge borough — 1 (Middle)Braddock borough — 1 (Middle)Braddock Hills borough — 0 (Lower-middle)Bradford Woods borough — 11 (Upper-middle)Brentwood borough — 8 (Upper-middle)Bridgeville borough — 3 (Middle)Carnegie borough — 19 (Higher)Castle Shannon borough — 7 (Upper-middle)Chalfant borough — 0 (Lower-middle)Cheswick borough — 1 (Middle)Churchill borough — 4 (Middle)Clairton — 7 (Upper-middle)Collier township — 17 (Higher)Coraopolis borough — 10 (Upper-middle)Crafton borough — 5 (Upper-middle)Crescent township — 1 (Middle)Dormont borough — 3 (Middle)Dravosburg borough — 1 (Middle)Duquesne — 2 (Middle)East Deer township — 0 (Lower-middle)East McKeesport borough — 0 (Lower-middle)East Pittsburgh borough — 1 (Middle)Edgewood borough — 5 (Upper-middle)Edgeworth borough — 4 (Middle)Elizabeth borough — 0 (Lower-middle)Elizabeth township — 1 (Middle)Emsworth borough — 6 (Upper-middle)Etna borough — 1 (Middle)Fawn township — 1 (Middle)Findlay township — 65 (Higher)Forest Hills borough — 2 (Middle)Forward township — 1 (Middle)Fox Chapel borough — 5 (Upper-middle)Franklin Park borough — 100 (Higher)Frazer township — 8 (Upper-middle)Glassport borough — 0 (Lower-middle)Glenfield borough — 0 (Lower-middle)Glen Osborne borough — 0 (Lower-middle)Green Tree borough — 32 (Higher)Hampton township — 23 (Higher)Harmar township — 7 (Upper-middle)Harrison township — 14 (Upper-middle)Haysville borough — 0 (Lower-middle)Heidelberg borough — 0 (Lower-middle)Homestead borough — 10 (Upper-middle)Indiana township — 14 (Upper-middle)Ingram borough — 0 (Lower-middle)Jefferson Hills borough — 4 (Middle)Kennedy township — 9 (Upper-middle)Kilbuck township — 2 (Middle)Leet township — 0 (Lower-middle)Leetsdale borough — 21 (Higher)Liberty borough — 0 (Lower-middle)Lincoln borough — 1 (Middle)McCandless township — 193 (Higher)McDonald borough — 0 (Lower-middle)McKeesport — 3 (Middle)McKees Rocks borough — 3 (Middle)Millvale borough — 1 (Middle)Monroeville municipality — 44 (Higher)Moon township — 93 (Higher)Mount Lebanon township — 16 (Upper-middle)Mount Oliver borough — 0 (Lower-middle)Munhall borough — 1 (Middle)Neville township — 7 (Upper-middle)North Braddock borough — 2 (Middle)North Fayette township — 27 (Higher)North Versailles township — 2 (Middle)Oakdale borough — 0 (Lower-middle)Oakmont borough — 7 (Upper-middle)O'Hara township — 40 (Higher)Ohio township — 28 (Higher)Penn Hills township — 16 (Upper-middle)Pennsbury Village borough — 0 (Lower-middle)Pine township — 143 (Higher)Pitcairn borough — 0 (Lower-middle)Pittsburgh — 1,628 (Higher)Pleasant Hills borough — 7 (Upper-middle)Plum borough — 15 (Upper-middle)Port Vue borough — 0 (Lower-middle)Rankin borough — 1 (Middle)Reserve township — 0 (Lower-middle)Richland township — 23 (Higher)Robinson township — 99 (Higher)Ross township — 99 (Higher)Rosslyn Farms borough — 4 (Middle)Scott township — 30 (Higher)Sewickley borough — 20 (Higher)Sewickley Heights borough — 1 (Middle)Sewickley Hills borough — 1 (Middle)Shaler township — 25 (Higher)Sharpsburg borough — 10 (Upper-middle)South Fayette township — 17 (Higher)South Park township — 5 (Upper-middle)South Versailles township — 0 (Lower-middle)Springdale borough — 0 (Lower-middle)Springdale township — 0 (Lower-middle)Stowe township — 11 (Upper-middle)Swissvale borough — 7 (Upper-middle)Tarentum borough — 3 (Middle)Thornburg borough — 1 (Middle)Trafford borough — 0 (Lower-middle)Turtle Creek borough — 0 (Lower-middle)Upper St. Clair township — 17 (Higher)Verona borough — 0 (Lower-middle)Versailles borough — 1 (Middle)Wall borough — 0 (Lower-middle)West Deer township — 9 (Upper-middle)West Elizabeth borough — 0 (Lower-middle)West Homestead borough — 0 (Lower-middle)West Mifflin borough — 27 (Higher)West View borough — 5 (Upper-middle)Whitaker borough — 0 (Lower-middle)Whitehall borough — 3 (Middle)White Oak borough — 0 (Lower-middle)Wilkins township — 13 (Upper-middle)Wilkinsburg borough — 17 (Higher)Wilmerding borough — 0 (Lower-middle)Marshall township — no data (unmeasured)
Where this is
Shading: Total Jobs
Lower-middle (0)Middle (1 to 4)Upper-middle (5 to 16)Higher (17 to 1,628)No data
Each unit is shaded by its Total Jobs value and grouped into equal-count bands (quantiles) against the other units shown — lighter = lower, darker = higher. It ranks position among the units in view; it does not grade places, and the ranges shift with which units are shown.
The map is bounded to this parent geography — it shows the selected unit among its own siblings only, the same depth rule the drill-down uses. Shading ranks position on the measure among the units shown; it does not grade places.

Click a neighboring town/city to see its own commute flow.

Town/CityTotal Jobs
Pittsburgh1,628
Cranberry township276
McCandless township193
Pine township143
Franklin Park borough100
Ross township99
Robinson township99
Moon township93
Findlay township65
Monroeville municipality44

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