diff --git a/ipi-survey-platform/src/pages/ManufacturingIndex/ManufacturingIndex.jsx b/ipi-survey-platform/src/pages/ManufacturingIndex/ManufacturingIndex.jsx
index e2fce52..4dd925f 100644
--- a/ipi-survey-platform/src/pages/ManufacturingIndex/ManufacturingIndex.jsx
+++ b/ipi-survey-platform/src/pages/ManufacturingIndex/ManufacturingIndex.jsx
@@ -68,31 +68,22 @@ const ManufacturingIndex = () => {
 useEffect(() => {
   const fetchData = async () => {
     try {
-      setIsLoading(true);
-      console.log('Fetching manufacturing index data...');
-      
+      setIsLoading(true);      
       const response = await getManufacturingIndex();
       
-      console.log('RAW API RESPONSE:', response);
-      console.log('Response type:', typeof response);
-      console.log('Response keys:', Object.keys(response || {}));
-      
       // Handle different response structures
       let dataArray = [];
       
       // Case 1: Response is already an array
       if (Array.isArray(response)) {
-        console.log('Response is array directly');
         dataArray = response;
       }
       // Case 2: Response has data property which is array
       else if (response && response.data && Array.isArray(response.data)) {
-        console.log('Response.data is array');
         dataArray = response.data;
       }
       // Case 3: Response.data is object with nested data
       else if (response && response.data && typeof response.data === 'object') {
-        console.log('Response.data is object');
         // Try to extract array from common structures
         if (Array.isArray(response.data.manufacturingIndex) || Array.isArray(response.data.data)) {
           dataArray = response.data.manufacturingIndex || response.data.data || [];
@@ -103,7 +94,6 @@ useEffect(() => {
       }
       // Case 4: Response has nested structure
       else if (response && response.data && response.data.data && Array.isArray(response.data.data)) {
-        console.log('Response.data.data is array');
         dataArray = response.data.data;
       }
       else {
@@ -122,9 +112,7 @@ useEffect(() => {
         };
         dataArray = findArray(response);
       }
-      
-      console.log('Final dataArray:', dataArray);
-      
+            
       // If no data found
       if (!dataArray || dataArray.length === 0) {
         console.warn('No data array found, using empty array');
@@ -187,8 +175,6 @@ useEffect(() => {
         };
       });
 
-      console.log('Formatted Data:', formattedData);
-
       setFilteredMonths(formattedData);
       setPagination(prev => ({
         ...prev,
@@ -217,13 +203,10 @@ useEffect(() => {
   // ARROW CLICK செய்தால் இந்த function வேலை செய்யும்
 const handleMonthSelect = async (row) => {
   try {
-    console.log('Selected row for API call:', row);
     
     const yearNumber = row.year;
     const monthNumber = row.monthNumber;
-    
-    console.log('API Parameters:', { year: yearNumber, month: monthNumber });
-    
+        
     setSelectedMonth(row);
     setActiveTab('manufacturing');
     setIsPopupOpen(true);
@@ -231,15 +214,11 @@ const handleMonthSelect = async (row) => {
 
     // API CALL
     const apiResponse = await getManufacturingMonthlyOverview(yearNumber, monthNumber);
-
-    console.log('Full API Response:', apiResponse);
     
     // Extract data from the response structure
     // Note: Your API returns {status, message, manufacturing_total, isic_2digit, isic_3digit, isic_4digit}
     const responseData = apiResponse.data || apiResponse;
-    
-    console.log('Response Data:', responseData);
-    
+        
     // Transform data based on YOUR API structure
     const transformedData = {
       manufacturing: responseData?.manufacturing_total || {},
@@ -247,9 +226,7 @@ const handleMonthSelect = async (row) => {
       isic3: Array.isArray(responseData?.isic_3digit) ? responseData.isic_3digit : [],
       isic4: Array.isArray(responseData?.isic_4digit) ? responseData.isic_4digit : []
     };
-    
-    console.log('Transformed Data for Popups:', transformedData);
-    
+        
     // 4 popups-க்கும் data set பண்ணு
     setMonthlyOverviewData(transformedData);
     
diff --git a/ipi-survey-platform/src/services/manufacturingIndex/ManufacturingIndex.js b/ipi-survey-platform/src/services/manufacturingIndex/ManufacturingIndex.js
index 1025a18..55306d5 100644
--- a/ipi-survey-platform/src/services/manufacturingIndex/ManufacturingIndex.js
+++ b/ipi-survey-platform/src/services/manufacturingIndex/ManufacturingIndex.js
@@ -5,7 +5,6 @@ const MANUFACTURING_ENDPOINT = '/manufacturing';
 export const getManufacturingIndex = async () => {
   try {
     const response = await getRequest(`${MANUFACTURING_ENDPOINT}/getManufacturingIndex`);
-    console.log('Manufacturing Index API Response:', response);
     return response;
   } catch (error) {
     console.error('Error fetching manufacturing index:', error);
@@ -15,7 +14,6 @@ export const getManufacturingIndex = async () => {
  
 export const getManufacturingMonthlyOverview = async (year, month) => {
   try {
-    console.log('Monthly Overview API Call - Year:', year, 'Month:', month);
    
     const response = await getRequest(
       `${MANUFACTURING_ENDPOINT}/getManufacturingMonthlyOverview`,
@@ -26,9 +24,7 @@ export const getManufacturingMonthlyOverview = async (year, month) => {
         },
       }
     );
- 
-    console.log('API Response:', response);
-   
+    
     // Return the entire response
     return response;