--- a/admin/updateUNSPSC.php
+++ b/admin/updateUNSPSC.php
@@ -7,16 +7,23 @@
 $unspscresult = $conn->prepare('select * from "UNSPSCcategories";');
 $unspscresult->execute();
 foreach ($unspscresult->fetchAll() as $row) {
-    $unspsc[$row['Title']] = $row['UNSPSC'];
+    $row['Title'] = strtolower($row['Title']);
+    $unspsc[strtolower($row['Title'])] = $row['UNSPSC'];
     // some Australian spellings
     $isiz = str_replace("iz", "is", $row['Title']);
     $unspsc[$isiz] = $row['UNSPSC'];
+    $iseize = str_replace("ize", "ise", $row['Title']);
+    $unspsc[$iseize] = $row['UNSPSC'];
     $filfill = str_replace("fill", "fil", $row['Title']);
     $unspsc[$filfill] = $row['UNSPSC'];
+    $ampersand = str_replace("&", "and", $row['Title']);
+    $unspsc[$ampersand] = $row['UNSPSC'];
     $defence = str_replace("efense", "efence", $row['Title']);
     $unspsc[$defence] = $row['UNSPSC'];
     $armor = str_replace("rmored", "rmoured", $row['Title']);
     $unspsc[$armor] = $row['UNSPSC'];
+    $labour = str_replace("labor", "labour", $row['Title']);
+    $unspsc[$labour] = $row['UNSPSC'];
     $erre = str_replace("er", "re", $row['Title']);
     $unspsc[$erre] = $row['UNSPSC'];
     $center = str_replace("center", "centre", $row['Title']);
@@ -35,6 +42,14 @@
         $airo = str_replace("airplane", "aeroplane", $row['Title']);
     $unspsc[$airo] = $row['UNSPSC'];
     // some divergence from standard
+        $services = str_replace( " services", "", $row['Title']);
+    $unspsc[$services] = $row['UNSPSC'];
+        $microa = str_replace( "micro assemblies", "microassemblies", $row['Title']);
+    $unspsc[$microa] = $row['UNSPSC'];
+        $lightb = str_replace( "light bulbs", "lightbulbs", $row['Title']);
+    $unspsc[$lightb] = $row['UNSPSC'];
+        $kitchen = str_replace( "domestic kitchenware and kitchen supplies", "domestic kitchenware", $row['Title']);
+    $unspsc[$kitchen] = $row['UNSPSC'];
       $forensicit = str_replace("Information technology consultation services", "Forensic IT Services", $row['Title']);
         $unspsc[$forensicit] = $row['UNSPSC'];
         $powercable = str_replace( "Power cable", "Power cable installation and supply", $row['Title']);
@@ -52,21 +67,21 @@
     $noOilRigs = str_replace("Building and Construction and Maintenance Services", "Management and provision of all facilities engineering modification and maintenance services for a site or platform", $row['Title']);
     $unspsc[$noOilRigs] = $row['UNSPSC'];
 }
-$query = 'SELECT "CNID","category","value"
+//print_r($unspsc);
+$query = 'SELECT "CNID",lower("category") as category,"value"
 FROM contractnotice
 WHERE "categoryUNSPSC" IS NULL OR "categoryUNSPSC" = 0';
 $emptycatresult = $conn->prepare($query);
 $missing = Array();
 $emptycatresult->execute();
 foreach ($emptycatresult->fetchAll() as $record) {
-
+	
     if (!isset($unspsc[$record['category']]) || $unspsc[$record['category']] == "") {
         $missing[$record['category']] = (isset($missing[$record['category']]) ? $missing[$record['category']] : 0) + $record['value'];
-//		echo "<br>\n Category not found for: \n";
-//		print_r($record);
+		echo "<br>\n Category not found for: \n";
+		print_r($record);
     } else {
-        $result = $conn->exec('UPDATE contractnotice SET "categoryUNSPSC" = 
-\'' . $unspsc[$record['category']] . '\' where "CNID" = \'' . $record['CNID'] . '\';');
+        $result = $conn->exec('UPDATE contractnotice SET "categoryUNSPSC" = \'' . $unspsc[$record['category']] . '\' where "CNID" = \'' . $record['CNID'] . '\';');
         if ($result) {
             echo $record['CNID'] . " set to " . ($unspsc[$record['category']]) . " <br>\n";
         } else {