superseriousstats is a small and efficient program for creating a Web page with statistics from various types of IRC logs. It keeps track of its parse history and only processes new activity before storing any accumulated data in a SQLite or MySQL database. It is suitable for high volume IRC channels and large log archives, and is relatively easy to integrate with IRC services (e.g. bots) that interact with the database and provide last seen information and many other statistics directly in your channel.
LinkGrammar-WN is a lexicon expansion for the Link Grammar Parser. The Link Grammar Parser is a syntactic parser of the English language that is capable of handling a wide variety of syntactic constructions and is considered quite robust. The LinkGrammar-WN project aims to import lexical information from WordNet in an effort to increase the size of the LGP lexicon. This project is of interest to anyone interested in NLP (natural language parsing) of English text.
Onis is a script that converts IRC logfiles into an HTML statistics page. It provides information about daily channel usage, user activity, and channel trivia. It provides a configurable customization and supports Dancer, dircproxy, eggdrop, irssi, mIRC, and XChat logs. Persistent data (history files) and automatic log purging make onis applicable for a large number of logfiles. It also features a powerful translation infrastructure.