--- a/heuristics/valueHeuristics.php
+++ b/heuristics/valueHeuristics.php
@@ -1,58 +1,61 @@
-<?php 
-      /*  - large contract value
-          - standard dev from mean/median
-          - percent of total contracts for supplier/agency*/
-   $heuristics["VALUE_LARGE_CONTRACT_OVERALL"] = Array(
-	"description" => "unusual value for time of year");
-function METADATA_DUPLICATED_DESCRIPTION($cn)
-{
-    	$averageContractPeriod = getAverageContractPeriod();
-	$diff = strtotime($cn['contractStart']) - strtotime($cn['publishDate']);
-	$days = intval($diff / 24);
-	return ($days > 45 ? 1 : 0);
+<?php
+
+/*  - large contract value
+  - standard dev from mean/median
+  - percent of total contracts for supplier/agency */
+$heuristics["VALUE_LARGE_CONTRACT_OVERALL"] = Array(
+    "description" => "unusual value for time of year");
+
+function VALUE_LARGE_CONTRACT_OVERALL($cn) {
+    $averageContractPeriod = getAverageContractPeriod();
+    $diff = strtotime($cn['contractStart']) - strtotime($cn['publishDate']);
+    $days = intval($diff / 24);
+    return ($days > 45 ? 1 : 0);
 }
 
-      /*  - peculiar value
-        - Just under 80k, amplified if other contracts with same supplier are just under
-      */
-         $heuristics["VALUE_NEAR_THRESHOLD"] = Array(
-	"description" => "unusual value for time of year");
-      /*
-    - unusual variation amount - absolute value; large reductions as well as large increases
-      */
-           $heuristics["VALUE_LARGE_VARIATION"] = Array(
-	"description" => "unusual value for time of year");
-function METADATA_DUPLICATED_DESCRIPTION($cn)
-{
-    	$averageContractPeriod = getAverageContractPeriod();
-	$diff = strtotime($cn['contractStart']) - strtotime($cn['publishDate']);
-	$days = intval($diff / 24);
-	return ($days > 45 ? 1 : 0);
+/*  - peculiar value
+  - Just under 80k, amplified if other contracts with same supplier are just under
+ */
+$heuristics["VALUE_NEAR_THRESHOLD"] = Array(
+    "description" => "unusual value for time of year");
+/*
+  - unusual variation amount - absolute value; large reductions as well as large increases
+ */
+$heuristics["VALUE_LARGE_VARIATION"] = Array(
+    "description" => "unusual value for time of year");
+
+function VALUE_LARGE_VARIATION($cn) {
+    $averageContractPeriod = getAverageContractPeriod();
+    $diff = strtotime($cn['contractStart']) - strtotime($cn['publishDate']);
+    $days = intval($diff / 24);
+    return ($days > 45 ? 1 : 0);
 }
 
 /*   - unusual value for time of year
-        - compare to all other records in last 2 weeks
-        - ie. many large contracts in june so takes more to standout*/
+  - compare to all other records in last 2 weeks
+  - ie. many large contracts in june so takes more to standout */
 $heuristics["VALUE_HIGH_FOR_MONTH"] = Array(
-	"description" => "unusual value for time of year"
+    "description" => "unusual value for time of year"
 );
-function VALUE_HIGH_FOR_MONTH($cn, $monthAsInt)
-{
-	$averageContractPeriod = getAverageContractPeriod();
-	$diff = strtotime($cn['contractStart']) - strtotime($cn['publishDate']);
-	$days = intval($diff / 24);
-	return ($days > 45 ? 1 : 0);
+
+function VALUE_HIGH_FOR_MONTH($cn, $monthAsInt) {
+    $averageContractPeriod = getAverageContractPeriod();
+    $diff = strtotime($cn['contractStart']) - strtotime($cn['publishDate']);
+    $days = intval($diff / 24);
+    return ($days > 45 ? 1 : 0);
 }
+
 $monthlyValueAverage = Array();
-function getAgencyTransactions($agencyName)
-{
-	global $agencyTransactions;
-	if (!$agencyTransactions[$agencyName]) {
-		$query = 'select count(*) from contractnotice where agencyName = "' . $agencyName . '"';
-    $result = $conn->query($query);
-    $r = $result->fetch(PDO::FETCH_BOTH);
-		$agencyTransactions[$agencyName] = $r[0];
-	}
-	return $agencyTransactions[$agencyName];
+
+function getAgencyTransactions($agencyName) {
+    global $agencyTransactions;
+    if (!$agencyTransactions[$agencyName]) {
+        $query = 'select count(*) from contractnotice where agencyName = "' . $agencyName . '"';
+        $result = $conn->query($query);
+        $r = $result->fetch(PDO::FETCH_BOTH);
+        $agencyTransactions[$agencyName] = $r[0];
+    }
+    return $agencyTransactions[$agencyName];
 }
+
 ?>