added limitations section, fixed some formatting

README.md

@@ -36,9 +36,15 @@ result = classifier(text)
 print(result)
 ```
 
-
 ## Limitations
-[Discuss any limitations you observed...]
+Performance on Non-English Texts
+- The model works best with English texts. It may not handle other languages or regional dialects.
+Bias From Training Data
+- Reflects patterns from the training data, which may not cover all cases it could see. May lead to unfair predictns
+Issues with Sarcasm and Complex Language
+- Model might misinterpret sarcasm or subtle language, ex, "Great product... not!"
+No Confidence Scores
+- Model does not judge it's own output, so need some form of double check system, ie. yourself
 
 ## License 
 The MIT License (MIT)