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…The Hip-Hop Word Count is a searchable ethnographic database built from the lyrics of over 40,000 Hip-Hop songs from 1979 to present day. The Hip-Hop Word Count describes the technical details of most of your favorite hip-hop songs. This data can then be used to not only figure out interesting stats about the songs themselves, but also describe the culture behind the music. How can analyzing lyrics teach us about our culture? The Hip-Hop Word Count locks in a time and geographic location for every metaphor, simile, cultural reference, phrase, rhyme style, meme and socio-political idea used in the corpus of Hip-Hop. The Hip-Hop Word Count then converts this data into explorable visualisations which help us to comprehend this vast set of cultural data. This data is being used to chart the migration of ideas and to map a geography of language.

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Further Reading

Whose game is remembered?

The Women’s Africa Cup of Nations opens in Morocco amid growing calls to preserve the stories, players, and legacy of the women who built the game—before they’re lost to erasure and algorithm alike.

Sovereignty or supremacy?

As far-right politics gain traction across the globe, some South Africans are embracing Trumpism not out of policy conviction but out of a deeper, more troubling identification.

From Cape To Cairo

When two Africans—one from the south, the other from the north—set out to cross the continent, they raised the question: how easy is it for an African to move in their own land?

The road to Rafah

The ‘Sumud’ convoy from Tunis to Gaza is reviving the radical promise of pan-African solidarity and reclaiming an anticolonial tactic lost to history.

Sinners and ancestors

Ryan Coogler’s latest film is more than a vampire fable—it’s a bridge between Black American history and African audiences hungry for connection, investment, and storytelling rooted in shared struggle.