Only New York, Los Angeles and Chicago have more residents. Houston has been Texasâ most populous city since 1930. ï· The Houston-The Woodlands-Sugar Land Metropolitan Statistical Area (Houston MSA) consists of 9 counties: Austin, Brazoria, Chambers, Fort Bend, Galveston, Harris, Liberty, Montgomery and Waller.