If you're ok with showing the link itself showing as the link text, this is simplest:

df.style.format(hyperlinks="html")

Documentation:

• https://pandas.pydata.org/docs/user_guide/style.html#Formatting-Values

• https://pandas.pydata.org/docs/reference/api/pandas.io.formats.style.Styler.format.html