I got to chance upon the emoji python package that allows printing emojis in Python and decided to collect some data relating to emojis listed on the emoji cheat sheet. There were associated terms/ descriptions (i.e. alternative names) for each emoji and they were scrapped into a csv dataset, along with names of the emojis.
The emoji cheat sheet can be found here: https://www.webfx.com/tools/emoji-cheat-sheet/. The notebook for scraping the data can be found here: https://github.com/hxchua/datadoubleconfirm/blob/master/notebooks/emojis.ipynb.
The csv dataset can be found here.
With the dataset, I can now view emojis associated with a specific term/ description.