diff --git a/README.md b/README.md
index a4aa8a5..123bc1f 100644
--- a/README.md
+++ b/README.md
@@ -159,7 +159,11 @@ Predictive Analysis: Incorporate external factors such as economic conditions us
 
 ![sale_trends_over_time](/screenshots/sales_trends_over_time.png)![sale_trends_over_time_plotly](/screenshots/sales_trends_over_time_plotly.png)
 ![total_value_by_category](/screenshots/total_value_by_category.png)![total_value_by_category_plotly](/screenshots/total_value_by_category_plotly.png)
-![passing_pytests](/screenshots/tests_passing.png)  
+![passing_pytests](/screenshots/tests_passing.png)![terminal_console-outputs](/screenshots/terminal_console_output.png)
+
+## PR Request and note:
+
+> Initiate a PR reequest to Evans Biwott on this private repo. Along with the console output as seen in the screenshot there are also output files in the strategic_insights_recommendations/ folder and the bonus_questions/ folder along with the browser rendering via plotly which address the assessment questions and also some are extra work particularly the **/strategic_insights_recommendations/insights_overview.txt** file. Thanks for taking your time to go througn my work!
 
 
 ## ✨ Author
diff --git a/src/kwanza_tukule_analysis.py b/src/kwanza_tukule_analysis.py
index 7c5b947..aae6ed8 100644
--- a/src/kwanza_tukule_analysis.py
+++ b/src/kwanza_tukule_analysis.py
@@ -16,6 +16,7 @@ class KwanzaTukuleAnalysis:
         cleaned_data (pd.DataFrame): Cleaned dataset after removing duplicates and handling missing values.
         monthly_data (pd.DataFrame): Aggregated dataset for monthly trends.
         stats_highlights (dict): Dictionary to store key statistics.
+        stats_highlights (dict): Dictionary to store key statistics.
     """
 
     def __init__(self, file_path, sheet_name):