[D] Finding word similarity from sentences' words

I was trying to deal with a NLP task for my own research.
I have a large dataset of 50K user reviews in restaurants (collected from google map reviews)

These reviews contains user feedbacks what they have experienced in that restaurant.

A short highlights of user reviews looks like this:

1. The restaurant offers a good french fries
2. I love their pizza, it way good.
3. I am fan of their chips
4. Their crisps are so goooood .. …

dataset deal google google map highlights machinelearning map nlp research restaurant restaurants reviews word words