# Data Analytics Module 1 Notes ## 1. Intro to Data Analytics and Excel Foundations ### Introduction to the world of data analysis There is a spelling error for "objectives" on the "researching the data" portion of the PDF ## 2. Spreadsheet formatting and data entry ### Data Entry In the part "Add a Column in Excel", the image has a pretty confusing way of explaning the shortcut. If it was just "Control Shift +" like in the explanation below the image, it would make a bit more sense ## 4. More complex functions ### Creating function In the argument section, where you ask "Which of the following functions uses the correct syntax", I think it would be best to wrap each option in a code block as I think it's easier to read ## 6. Pivot Tables ### The way of pivot tables and charts In the "Areas of a Pivot Table" table, there is a typo on "filter area" ## 7. Data Cleaning and Error Checking ### Error Checking The "Data Cleaning Workflow Key Terms" table has inconsistent formatting with the definitions Ex: Validity - making sure there is quality in your data. and Consistency- consistent data within the same dataset. The image has "consistency" spelled incorrectly