diff --git a/README.md b/README.md
index c635f97fa..9256835eb 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # Analyzing Crime Rates in Uzbekistan: A Demographic Perspective
 
 This project's goal is to analyze the dynamics of crime rates in Uzbekistan by integrating crime statistics with demographic data, including population density and income levels. We aim to identify potential correlations and causalities between these variables. <br>
-Go to the [`project/report.ipynb`](https://github.com/Ozodbek47/DataEngineering/blob/main/project/report.ipynb) for the main code and more information.
+Go to the `[project/report.ipynb](https://github.com/Ozodbek47/DataEngineering/blob/main/project/report.ipynb)` for the main code and more information.
 
 ### To download, preprocess and store the necessary datasets from stat.uz in the `data` folder, run:
 
@@ -11,9 +11,13 @@ python3 project/pipeline.py
 
 ### Sample results of data analysis
 
-Trends Graph & Correlation Matrix:
+Trends Graph:
 <br><br>
-<img src="examples/sample_trends.png" width="400"/> <img src="examples/sample_correlation.png" width="400"/>
+<img src="examples/sample_trends.png" width="800"/>
+<br><br>
+Correlation Matrix: 
+<br><br>
+<img src="examples/sample_correlation.png" width="800"/>
 <br><br>
 Regression Plots:
 <br><br>