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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

Kenya’s vibe shift

From aesthetic cool to political confusion, a new generation in Kenya is navigating broken promises, borrowed styles, and the blurred lines between irony and ideology.

Africa and the AI race

At summits and in speeches, African leaders promise to harness AI for development. But without investment in power, connectivity, and people, the continent risks replaying old failures in new code.

After the uprising

Years into Cameroon’s Anglophone conflict, the rebellion faces internal fractures, waning support, and military pressure—raising the question of what future, if any, lies ahead for Ambazonian aspirations.