57. Ludhiana North

Indian National Congress held the seat; the winning margin narrowed from 43.3% to 21.1%.

• Won on a lower shareIts own vote share fell 3.4% — it held because the rest of the vote was more divided.
• Vote consolidatedThe top two candidates took 93.2% of the vote between them, up from 77.9% — a tighter two-way contest.

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