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The tutorial discusses cleaning survey data from various survey software using Visual Survey, a tool created by Kyla Webb. The tool allows users to clean data from popular survey tools such as Qualtrics, Question Pro, SurveyMonkey, and Survey Gizmo, making it compatible with visualization tools like Tableau, Power BI, Spotfire, and ClickSense. The main issue with survey data is that each software outputs data differently, making it challenging to analyze and visualize. For example, Google Forms does not export respondent IDs, creating obstacles for data analysis.