Data · topic · Zambia 2026

Jobs & youth

34 of the analyzable domestic political ads in the run-up to Zambia's 2026 election touch on jobs & youth, with an estimated reach of ~7.9M impressions (range midpoints): 28 promotional, 1 attack.

Scope: every domestic political ad in the archive whose creative text remains available, across election cycles. Ads can receive up to three topic labels, so topic totals overlap.

Who runs these ads

Sample ad text

“The greatest leader is not necessarily the one who does the greatest things. He is the one that gets the people to do the greatest things." — Ronald Reagan The #IGNITE2024 virtual program is over and we are ending with an in-person gradua…
Better roads. Better opportunities. Better Chongwe West. As it is, road infrastructure connects people to jobs, markets, schools, hospitals and a brighter future. As your Member of Parliament, I am committed to championing strategic road …
ChipataCentral is decided, Had a wonderful community engagement with our #happy voters in Kanjala Ward (kagunda areas) yesterday- a vote for Commited leadership focused on the #development, #empowerment, #opportunities and better future of…

Topic classification is model-assisted (measured 86% accuracy on our evaluation set) and covers only ads with available creative text. It excludes archive-withheld text, empty responses, and collection-degraded records; see methodology.