The 2023 Wall corpus contains 326 reply-type messages among 1,784 total messages, alongside 474 attachments and 56 embeds.
REPLY NETWORKS
okay but who was @ing whom
A REPLY IS DIFFERENT FROM BEING IN THE SAME ROOM
Two people can post heavily in the same text channel without speaking directly to each other, so reply edges are more specific than co-presence. They still do not automatically prove friendship, conflict, intimacy, or hierarchy. Context remains rude enough to be necessary.
VOICE BREAKS THE COUNTING INSTINCT
Richard's Corpse supplies the counterexample every network chart needs tattooed on its forehead. Rich appears central to cooking, streaming, and watch-session interactions while leaving almost no text in some sequences. Momo explicitly says Rich's voice startled her awake despite Rich contributing no corresponding text to that exchange. A text-only social graph can therefore undercount the person the room is literally reacting to.
ZERO TEXT IS NOT ZERO PRESENCE
Mugen's Lounge has zero surviving voice-channel text in the recovered package. The site will not convert that into zero VC use because the Richard's Corpse examples prove the category error: spoken presence and typed residue are different evidence streams.
REACTIONS, REPLIES, CO-PRESENCE, AND RESIDUE ARE DIFFERENT NETWORKS
A reaction records recognition. A reply records directed textual response. Co-presence records shared room-time when available. Voice residue records only the keyboard leakage from a synchronous space. Future relationship maps should preserve those layers rather than collapsing them into one authoritative-looking friendship score.
IDENTITY NORMALIZATION STILL COMES FIRST
Alias changes, renamed accounts, deleted accounts, and the pooled Deleted User aggregate already make naive graphs dangerous. Voice adds another problem: missing text is structurally missing, not random. The prettiest possible lie would be a precise graph of only the behavior the archive happened to make countable.
SOURCE NOTES 4
The analyzed human-active QOTD corpus contains more than 31,000 reactions.
A complete identity-normalized person-to-person reply graph across the surviving UL archive has not yet been reconstructed for public release.
Reply counts, reaction counts, and co-presence should be treated as distinct interaction signals rather than interchangeable proxies for relationship strength.
The archive supports reply-level analysis, but a full identity-normalized person-to-person graph across channels is still being reconstructed.
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