How can I improve the performance of my Shiny apps?
An example of an AI chatbot conversation about optimizing Shiny app performance.
How can I improve the performance of my Shiny apps?
To improve performance, consider optimizing your code, reducing the size of data being processed, and using reactive programming effectively.
What are some specific coding practices I should follow?
Use vectorized operations, avoid using global variables, and minimize the use of reactive expressions when possible.
Are there any tools to help analyze performance?
Yes, you can use the profvis package to profile your Shiny app and identify bottlenecks.
How can I handle large datasets in Shiny?
Consider using data.table for efficient data manipulation and implement pagination or lazy loading to manage large datasets.
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