Another approach is to use Google Apps Script, a JavaScript-based scripting language, to create custom functions and scripts. Apps Script can interact with Google Sheets, allowing you to perform advanced data manipulations, connect to external APIs, and even build custom user interfaces within Sheets. This enables you to build powerful automation and streamline your data analysis workflows.

One way to automate repetitive tasks in data analysis using Google Sheets is by utilizing macros. Macros allow you to record a sequence of commands and then play them back whenever needed. For example, if you frequently perform the same data cleaning steps, you can record a macro to execute those steps with a single click. This saves time and reduces the chance of errors.

Additionally, Google Sheets provides built-in add-ons that can further automate tasks. Add-ons are third-party extensions that offer additional functionalities. For instance, there are add-ons available for data cleaning, data visualization, statistical analysis, and more. By exploring and utilizing these add-ons, you can enhance your automation capabilities and improve your data analysis efficiency.