Roland CCD — commute flow to neighboring towns/cities (2023)
Where this is
Shading: Total Jobs
Lower-middle (17)Middle (27)Upper-middle (163)Higher (179)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/City$1,250/mo or less$1,251–3,333/moOver $3,333/moTotal
Upper township1364627051,303
Tulsa CCD556377195
Muldrow CCD298961179
Sallisaw CCD515557163
Oklahoma City Southwest CCD214261124
Township 73154361
Fayetteville township16271861
Township 613281960
Muskogee CCD17151850
Pocola CCD2113245

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