diff --git a/README.md b/README.md
index d913e60..da3972f 100644
--- a/README.md
+++ b/README.md
@@ -10,8 +10,11 @@ Using the Our World In Data (OWID) COVID-19 dataset (available [here](https://co
 ### Part B: Cricket news search engine
 Using the cricket dataset from the LMS, this part of the project deals with building up a basic (and advanced) search engine to search through the news articles to find keywords, and provides rankings.
 
-Dependencies:
+## Dependencies:
 
     - pandas >= 1.2.2
     - matplotlib >= 3.3.2
     - numpy >= 1.19.2
+    - regex >= 2021.4.4
+    - nltk >= 3.6.1
+        - punkt model needed