# how to classify short text sentences?

I have a very large dataset that looks like

string                      x
this-is-a-nice-sentence     1
hello-my-name-bird          0
yay-this-is-awesome         1


Basically I want to understand what are the words that most likely predict x=1 (success).

How can I do that in Python? Thanks!