"The Community of Hope" is a song by the English musician PJ Harvey. It is the opening track and second single from her ninth studio album, The Hope Six Demolition Project, and was released digitally on 11 March 2016 and physically on 16 April 2016 on Island Records.

The song was premiered on Shaun Keaveny's show on BBC Radio 6 Music on 10 March 2016, the day before its release.

The song developed from PJ Harvey's poem "Sight-Seeing, South of the River", published in her 2015 poetry book The Hollow of the Hand. In the "Acknowledgements" section of the book she thanks The Washington Post reporter Paul Schwartzman for this poem. Paul Schwartzman described his experience in article "I gave a famous rock star a windshield tour of D.C. — and didn't know who she was". Some of the lines in the song are direct transcriptions of Schwartzman's comments; video sections of his tour are featured in the music video.

The song's repeating line "they're gonna put a Walmart here" refers to a notorious initiative in which Wal-Mart was permitted for the first time to open outlets in the city proper in exchange for constructing some in particularly deprived parts of the city, which it was hoped would reduce a food desert problem. Walmart only opened stores in affluent parts of the city before cancelling plans to open any in poorer areas.

Upon its release, "The Community of Hope" drew criticism directly from politicians running for the council seat in Ward 7 in Washington, D.C., with former DC Mayor Vincent C. Gray saying, "I will not dignify this inane composition with a response," and his campaign treasurer Chuck Thies insulting Harvey with, "PJ Harvey is to music what Piers Morgan is to cable news."

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