434. Agra

Bharatiya Janata Party held the seat; the winning margin widened from 18.5% to 24.1%.

• Won on a lower shareIts own vote share fell 3.1% — it held because the rest of the vote was more divided.
• New challengerSamajwadi Party (SP) finished second with 29.2% — it did not contest here in 2019.
• Vote fragmentedThe top two took only 82.5% between them, down from 94.5% — the field split more ways.

Written from the constituency figures by a fixed set of rules — no language model.