Below is a running list of machine learning-generated dishonorable speech tweet ratings, in units of “lifetimes.” Ratings are for tweets from the Twitter accounts of U.S. congress people/executive branch members over the time period from Jan. 4, 2023 to March 4, 2023 (ratings from March 5, 2023 to May 3, 2023 can be found here). See here for a list of Twitter accounts to be analyzed, and here for some of the Python code used for the analyses.

Ratings are only for the written texts of tweets – they don’t include text in photographs, videos, or linked webpages. Generally, nine officeholders’ accounts are to be analyzed daily. If an officeholder has more than one account, the one with the highest (worst) negativity rating is listed. See @DishonorP for daily tweets of the latest ratings.

*These machine learning-generated ratings are meant as interesting guides, not absolute truths. The rating system has some subjectivity built in, and there can be some inaccuracies in machine learning results.