This option is available in Chrome development tool - Settings - General:
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If it is switched off:
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If switched on, when you hover the mouse to the given row in Network tab, the duration of two types of time used, Waiting and Content Download, will be displayed automatically.
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And if you put the mouse under column "Timeline - Start Time" and wait for a second, the detailed timing information of this network request will be displayed.
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