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: If the list becomes too long, provide a way to "Collapse" or "Show Less" to restore the original view. 2. Technical Performance

: If "All Results" exceeds ~100 items, consider Infinite Scroll or Pagination instead. Showing thousands of rows at once can crash mobile browsers or slow down Jupyter Notebooks and other web interfaces.

Draft Option B : "View All (142)" (Better; sets expectations for how much content is coming). Show All Results

: Does "Show All Results" open a new page or expand the current list? If it's a long list, expanding in-place can disorient the user.

: It should be distinct but less prominent than "Primary Action" buttons (like "Buy" or "Sign Up"). Checklist for Your Draft Question to Ask Expectation Does the user know how many results will appear? Accessibility : If the list becomes too long, provide

: Large datasets can cause lag. Use a loading spinner or a skeleton screen if the "Show All" action takes more than 1 second.

For a draft review of a "Show All Results" feature or button, you should evaluate it based on three core pillars: , Performance , and Visual Communication . 1. User Experience & Logic Showing thousands of rows at once can crash

: The button should be clearly visible at the bottom of the "Top Results" or "Preview" section.

: If the list becomes too long, provide a way to "Collapse" or "Show Less" to restore the original view. 2. Technical Performance

: If "All Results" exceeds ~100 items, consider Infinite Scroll or Pagination instead. Showing thousands of rows at once can crash mobile browsers or slow down Jupyter Notebooks and other web interfaces.

Draft Option B : "View All (142)" (Better; sets expectations for how much content is coming).

: Does "Show All Results" open a new page or expand the current list? If it's a long list, expanding in-place can disorient the user.

: It should be distinct but less prominent than "Primary Action" buttons (like "Buy" or "Sign Up"). Checklist for Your Draft Question to Ask Expectation Does the user know how many results will appear? Accessibility

: Large datasets can cause lag. Use a loading spinner or a skeleton screen if the "Show All" action takes more than 1 second.

For a draft review of a "Show All Results" feature or button, you should evaluate it based on three core pillars: , Performance , and Visual Communication . 1. User Experience & Logic

: The button should be clearly visible at the bottom of the "Top Results" or "Preview" section.

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