diff --git a/streamlit/__pycache__/functions.cpython-312.pyc b/streamlit/__pycache__/functions.cpython-312.pyc
index 7153492..5f0fb3e 100644
Binary files a/streamlit/__pycache__/functions.cpython-312.pyc and b/streamlit/__pycache__/functions.cpython-312.pyc differ
diff --git a/streamlit/__pycache__/main_analysis.cpython-312.pyc b/streamlit/__pycache__/main_analysis.cpython-312.pyc
index 5ba7207..71cb8ef 100644
Binary files a/streamlit/__pycache__/main_analysis.cpython-312.pyc and b/streamlit/__pycache__/main_analysis.cpython-312.pyc differ
diff --git a/streamlit/home.py b/streamlit/home.py
index 0aa06bb..a4198db 100644
--- a/streamlit/home.py
+++ b/streamlit/home.py
@@ -9,8 +9,8 @@
 # DATA LOADING
 #######################################
 
-st.set_page_config(layout='wide') 
- 
+st.set_page_config(layout='wide')
+
 @st.cache_data # Caching data loading functions
 def load_data(url):
     return pd.read_csv(url)
@@ -257,18 +257,18 @@ def plot_value_counts(column_name):
 
 elif year == '2021':
     main.main_analysis(df2021)
-    main.common_analysis_2021_2022(df2021, year)
+    main.common_analysis_2021_2022(df2021,year)
     visual, analysis = st.columns((3, 1))
     with visual:
         fig = func.plot_valuecounts_plotly(df2021,'NEWStuck')
         st.plotly_chart(fig)
-    
+
     with analysis:
         newstuck_text = """
         <div class='analysis-container'>
             <div class='analysis-title'>Analysis: NewsStuck Analysis</div>
             <div class='analysis-text' style="color: red; font-weight: bold;">
-                We're all stuck while coding, sometime or other. StackOverflow asked its users what resource they use to get help while they feel stuck. 
+                We're all stuck while coding, sometime or other. StackOverflow asked its users what resource they use to get help while they feel stuck.
                 Most of the people replied in quite a wordy way, we tried to implement simple NLP techniques to dissect the top answers.
                 Most answers seem to align with the 'internet help' view. Where they seek help from Google, StackOverflow Websites. Others rely on their colleagues and friends to  help them over.
         </div>
@@ -283,16 +283,16 @@ def plot_value_counts(column_name):
         <div class='analysis-container'>
             <div class='analysis-title'>Analysis: Operating System</div>
             <div class='analysis-text' style="color: red; font-weight: bold;">
-                Windows has been the dominated Operating System for most of the people around the world. With Linux and iOS having same proportion of userbase. 
+                Windows has been the dominated Operating System for most of the people around the world. With Linux and iOS having same proportion of userbase.
         </div>
     """
         st.markdown(opsys_text, unsafe_allow_html=True)
 
-    
+
 else:
     main.main_analysis(df2022)
-    main.common_analysis_2021_2022(df2022, year)
+    main.common_analysis_2021_2022(df2022,year)
 
     fig = func.compare_language_columns_and_plot(df2022, 'OpSysPersonal use', 'OpSysProfessional use')
 
-    st.plotly_chart(fig)
\ No newline at end of file
+    st.plotly_chart(fig)
diff --git a/streamlit/main_analysis.py b/streamlit/main_analysis.py
index dca25e2..665d6ac 100644
--- a/streamlit/main_analysis.py
+++ b/streamlit/main_analysis.py
@@ -322,7 +322,7 @@ def main_analysis_2(df, year):
 """     
         st.markdown(feature_jobsatis_text, unsafe_allow_html=True)
 
-def common_analysis_2021_2022(df):
+def common_analysis_2021_2022(df,year_variable):
     visual3, analysis3 = st.columns((3,1))
 
     with visual3: