Complete Brazilian electoral returns for seven consecutive cycles

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Complete Brazilian electoral returns for seven consecutive cycles (2012, 2014, 2016, 2018, 2020, 2022, 2024) with national coverage of every municipality, resolved to the four finest available geographic keys — municipality, electoral zone, polling section and neighborhood — and broken out by candidate and by party. The commercial product layers a purpose-built political AI assistant over that store which reads a candidate's or a comparison's scenario and returns generated strategic analysis, plus interactive maps, side-by-side comparison of up to three candidates or three elections at once, and exportable professional report packs. Data refreshes automatically from the official returns as soon as the electoral authority releases them, typically the Tuesday following the vote.