As mentioned in most of the answers the uses of plugins would be heavy compared with the requirements here. which is why here's another solution to get the required output just with simple HTML, CSS & JQuery code.
using CSS will give us a better view, check the code below
$(".tool-tip").attr('title-new', 'another example to display the hover-over texts');
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.3.1/jquery.min.js"></script>
<p>hover on the button below to check the results</p>
<button class="tool-tip">Here I am</button>