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Mike Wheeler has taught over 135,000 students how to use the Salesforce platform and pass a multitude of Salesforce Certification Exams.
You can actually install reports from the AppExchange. There's many Analytics apps that you can deploy in your org, which serve as a great starting point and template for you to expand upon for your own reports and dashboards.
There are four report formats available in Salesforce - Tabular, Summary, Matrix, and Joined. To say that you need to know what those four report formats are on the Admin Exam would be an understatement.
In this lesson, I run through those four formats and what the characteristics of each are.