display video based on screen

In the home page of a website I would like to show a different video depending on the screen size. The php script for sniffing I could produce it easily but I don’t know in which page to insert it. The wp_is_mobile core function is not useful to me because it doesn’t differentiate between smartphones and tablets.

Thanks.

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