3. Naraingarh

Indian National Congress held the seat; the winning margin narrowed from 8.3% to 7.2%.

Boundaries were redrawn between 2005 and 2009 — the comparison is matched by name and is indicative only.

• Won on a lower shareIts own vote share fell 11.6% — it held because the rest of the vote was more divided.
• Vote fragmentedThe top two took only 57.1% between them, down from 79.2% — the field split more ways.

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