A line-by-line breakdown of who talked, who got talked about, and where the heat actually was in Part One of the Season 10 reunion.
Andy ran the room — a quarter of all speaking time, more than double anyone else, exactly what you'd expect from the host steering questions. Among the cast, Ciara dominated, speaking nearly as much as the next three people combined. The drama-carriers spoke in bursts; the reconcilers spoke least.
Names are the tell. West was named 45 times and Ciara 37 — the two of them far ahead of the field — yet neither was among the top talkers. They were the subject, not the source. The single strongest link in the whole room runs between them: Ciara named West eight times, West named Ciara five, and "Ciara" was the one castmate name West reached for most.
Amanda completes the triangle: named 32 times, but quiet herself, splitting her own attention between West and Ciara. Mia plays chorus — naming West and Ciara almost evenly while narrating the romance ("prioritizing," "relationship," "married") rather than living it.
Everyone scored net-positive on automated sentiment — a known blind spot, since the tool reads "love," "friends" and "good" literally and misses sarcasm and edge. The honest signal is the share of negative lines: Bailey, West, Carl, Amanda and Ciara carried the friction, while Ben and KJ did the reconciling.
The mention map splits cleanly. One cluster is the West–Ciara–Amanda romance. The other is entirely Bailey's: her signature words — reprimand, Sabrina, Idaho, women, nude — barely touch the romance cluster, pointing to a separate double-standard argument running in parallel.
Named 45 times, speaks 5th-most. Everyone with a romantic stake orbits him.
The only strong two-way link. Their former relationship is the episode's spine.
32 mentions, little airtime. Discussed more than she discusses.
"Reprimand," "Sabrina," "Idaho" — a wholly separate conflict about a double standard.