You don't have to copy emojis from the internet. Ubuntu text editor comes with several emojis.
Here are the steps to select an emoji:
- Open your document in the text editor.
- Right click -> Insert Emoji
- Select your desired emoji from the list.
When you click on "Insert Emoji", you will get the following popup window: