\u003C/figure>\u003C/div>\n\n\u003C!-- /wp:image -->\n\n\u003C!-- wp:paragraph -->\nWhile building SOCVFinder, the SOBotics team was scanning all the comments to pick up information about questions that could be duplicates. However, they discovered many of the comments that were being picked up were rude, snarky, or otherwise not in line with the then “be nice” policy of Stack Overflow. They wanted to create a bot to detect rude comments using machine learning. SOBotics requested a \u003Ca href=\"https://meta.stackoverflow.com/questions/326494\">dump of rude comments\u003C/a> to seed their ML bot and started working on \u003Ca href=\"https://stackapps.com/questions/7001/\">Heat Detector\u003C/a>, a bot designed to detect rude comments. This bot brought moderator attention to rude users, and resulted in the creation of a new automatic flag whenever a particular user was posting too many rude comments. \u003Cbr>\u003Cbr>But their work to help ease the moderation burden didn’t stop there. Along with SOCVFinder, SOBotics also came up with several other bots:\u003Cbr>\u003Cbr>\u003Cbr>\n\u003C!-- /wp:paragraph -->\n\n\u003C!-- wp:list -->\n\n\u003Cul>\u003Cli>\u003Ca href=\"http://stackapps.com/questions/7183\">FireAlarm\u003C/a>, which helps detect low quality questions on creation using machine learning. This helped reduce the number of posts that were going to the closed vote queue by aiding users to close the questions quickly. \u003C/li>\u003Cli>\u003Ca href=\"https://github.com/SOBotics/Badger/blob/master/Readme.md\">Badger\u003C/a> tracks problematic badges like Cleanup, which are indicative of certain issues with the post on which it was awarded. \u003C/li>\u003Cli>\u003Ca href=\"https://stackapps.com/questions/7027\">Burnaki\u003C/a> monitors burnination efforts (removing problematic tags from questions) on Stack Overflow.\u003C/li>\u003Cli>\u003Ca href=\"https://stackapps.com/questions/8251/\">Rodgort\u003C/a> tracks the ever growing list of tag related discussions and has had a significant impact in the ongoing tag monitoring efforts on Stack Overflow.\u003Cbr>\u003C/li>\u003C/ul>\n\n\u003C!-- /wp:list -->\n\n\u003C!-- wp:paragraph -->\nApart from bots to help users, SOBotics has built many bots to help moderators spot harmful user behaviors on Stack Overflow. This includes \u003Ca href=\"http://stackapps.com/questions/7197\">Guttenberg,\u003C/a> which detects plagiarism on Stack Overflow. Numerous moderators have utilized Guttenberg to help catch serial plagiarists and ensure the reputation system remains fair and reflective of actual contributions. Similarly, \u003Ca href=\"https://stackapps.com/questions/8091\">Spot Detector\u003C/a> detects bad reviews in the low quality posts review queue and has helped aid moderators to catch folks who consistently post bad reviews. After talks with some of the moderators, SOBotics built \u003Ca href=\"https://stackapps.com/questions/7473\">Belisarius\u003C/a> to detect vandalism of post content. \u003Cbr>The bots they made have not only helped the developers at SOBotics to moderate Stack Overflow, but also in real life. The knowledge gained by building these robots has helped to expose them to new technologies. With experience in these new technologies under their belts, some of the SOBotics developers were able to apply that to their careers. \u003Cbr>\u003Cbr>Stack Overflow has been instrumental in helping the developers at SOBotics achieve their goals. From catering to their requests for data dumps, to providing relevant permissions to automatically flag use of the API, the Stack Overflow staff has been really helpful. In recognition of all their contributions to the community, Stack Overflow provided them with a complimentary version of \u003Ca href=\"https://stackoverflow.com/teams\">Stack Overflow for Teams\u003C/a> to help the developers of SOBotics share their knowledge with each other.\u003Cbr>\u003Cbr>The future has more in store. There have been efforts to build a tracker for sites other than Stack Overflow called \u003Ca href=\"https://stackapps.com/questions/8042\">Boson\u003C/a>, a bot to help detect sock puppetry and other voting fraud, as well as bots to detect the creation and re-creation of bad tags. If you want to help in the development of these bots, you can contribute to the efforts for different SOBotics projects on \u003Ca href=\"https://github.com/SOBotics\">GitHub\u003C/a>. If you are interested in reviewing bot reports or just helping to lighten the mood, you can join their \u003Ca href=\"https://chat.stackoverflow.com/rooms/111347/sobotics\">chatroom\u003C/a>. There is a bot to sing you a song, too! 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