Data · actor · Zambia 2026
Malcolm Chiyoba
CANDIDATE
13
political ads attributed
~644 USD
estimated spend (range midpoints)
0%
ads with disclosed funder
2026-05-03
first ad seen · latest 2026-08-05
Attribution is model-assisted (measured 99% accuracy on our evaluation set) over Meta Ad Library records; see methodology.