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To achieve multiple row selection in html table, traditionally all are using checkbox in each row. Will this affect the table (large amount of data) rendering (performance)? I have seen that some web apps achieved this by having div with border and some CSS class applied to selected rows.
Short Answer: No a checkbox won’t affect the performance for browser to render it.
Things that affect performance are images, external resources, iframes, loaded JS/CSS files, etc.
Use the Google Page Speed addon to find out what is affecting the performance and how to improve it.