Follow the data life cycle

Outlining the data analysis process The six steps of the data analysis process

The data analyst tools

  1. Spreadsheets: Excel, Google sheets
  2. query Language: MySQL, SQL, etc.
  3. Visualization tools: Tableau, Looker
Spreadsheets Databases
Software applications Data stores - accessed using a query language (eg SQL)
Structure data in a row and column format Structure data using rules and relationships
Organize information in cells Organize information in complex collections
Provide access to a limited amount of data Provide access to huge amounts of data
Manual data entry Strict and consistent data entry
Generally one user at a time (working independently) Multiple users (Tracks changes across team)
Controlled by the user Controlled by a database management system
stored locally stored across a database
Built-in functionalities Useful across multiple programs

You might want to consider a spreadsheet when you have a smaller dataset, such as one with just 100 rows.