Data · actor · Zambia 2026
Malcolm Chiyoba
CANDIDATE
Every domestic political ad attributed to this actor in the archive, across election cycles. Message analysis covers only ads whose creative text remains available.
21
political ads attributed
~1,040 USD
estimated spend (range midpoints)
~176.6K
estimated impressions (range midpoints)
0%
ads with disclosed funder
2026-05-03
first ad seen · latest 2026-10-02
Attribution is model-assisted (measured 99% accuracy on our evaluation set) over Meta Ad Library records; see methodology.