Top 7 Emojis used in Chat

First I extracted all Non-ASCII characters present in Chat, from which I filtered out only those Unicode characters which are emojis ( as per Unicode v12.0 )

Now it’s pretty easy to determine frequency of usage of these emojis, from which only top 7 emojis were extracted.

Now there’s an issue I faced while plotting a Pie chart of emoji usage, using matplotlib, which doesn’t let me properly put emojis into figure, due to absence of emoji supporting Font(s).

Which is why I plotted Pie Chart with a legend, where equivalent name of emojis were given. :confused:

Example:

For a Private Chat

For Group Chat