diff --git a/csv-generic/csv-to-json.php b/csv-generic/csv-to-json.php
new file mode 100644
index 0000000..9bef38b
--- /dev/null
+++ b/csv-generic/csv-to-json.php
@@ -0,0 +1,20 @@
+<?php
+
+require_once("parse_generic_csv.php");
+
+$options = getopt("", ["generic-csv:"]);
+
+if (isset($options['generic-csv'])) {
+    $generic_csv = $options['generic-csv'];
+} else {
+    error_log("Error: Missing required option '--generic-csv'.");
+    exit(1);
+}
+
+$candidate_data = parse_generic_csv($generic_csv);
+
+$json_data = json_encode($candidate_data);
+
+print_r($json_data);
+
+exit(0);
diff --git a/csv-generic/gen-generic.php b/csv-generic/gen-generic.php
index 4f1e59d..642c299 100644
--- a/csv-generic/gen-generic.php
+++ b/csv-generic/gen-generic.php
@@ -2,7 +2,7 @@
 
 require_once("parse_generic_csv.php");
 
-$options = getopt("", ["generic-csv:"]);
+$options = getopt("", ["generic-csv:", "config-files:"]);
 
 if (isset($options['generic-csv'])) {
     $generic_csv = $options['generic-csv'];
@@ -11,8 +11,30 @@ if (isset($options['generic-csv'])) {
     exit(1);
 }
 
+if (isset($options['config-files'])) {
+    $config_files = $options['config-files'];
+} else {
+    error_log("Error: Missing required option '--config-files'.");
+    exit(1);
+}
+
+$config_files = explode(" ", $config_files);
 $candidate_data = parse_generic_csv($generic_csv);
 
+$lga_list = [];
+/* Generate dictionary of LGAs and Wards */
+foreach ($config_files as $config_file) {
+    $config_string = file_get_contents($config_file);
+    if ($config_string !== FALSE) {
+        $config = json_decode($config_string, true);
+    } else {
+        error_log("Error opening config.json.");
+        exit(1);
+    }
+    $config['config-file'] = $config_file;
+    $lga_list[] = $config;
+}
+
 /* Calculate score for candidate */
 foreach ($candidate_data as &$candidate) {
     $score = 0;
@@ -26,6 +48,81 @@ foreach ($candidate_data as &$candidate) {
     $candidate['Score'] = $score;
 }
 
-print_r($candidate_data);
+foreach ($candidate_data as &$candidate) {
+    /* Match user typed LGA/Ward to our database */
+    $max_score = 0;
+    foreach ($lga_list as $lga) {
+        $aa = preg_split("/[^a-z]/", strtolower($candidate['LGA']));
+        $bb = preg_split("/[^a-z]/", $lga['slug']);
+
+        $score_sum = 0;
+        foreach ($aa as $a) {
+            foreach ($bb as $b) {
+                similar_text($a, $b, $score);
+                if ($score > 70) $score_sum += $score;
+                else $score_sum -= 10;
+            }
+        }
+
+        if ($score_sum > $max_score) {
+            $max_score = $score_sum;
+            $match_lga = $lga;
+        }
+    }
+
+    $max_score = 0;
+    foreach ($match_lga['wardNames'] as $ward) {
+        similar_text($ward, $candidate['Ward'], $score);
+        if ($score > $max_score) {
+            $max_score = $score;
+            $match_ward = $ward;
+        }
+    }
+
+    $candidate['match_lga'] = $match_lga['slug'];
+    $candidate['match_ward'] = $match_ward;
+}
+
+/* Get picture */
+foreach ($candidate_data as &$candidate) {
+    $candidate['match_picture'] = "";
+}
+
+$header = ["Ward", "Candidate Name", "Rating", "Picture"];
+
+/* Generate candidates-generic.csv */
+foreach ($lga_list as $lga) {
+    $lga_candidates = array_filter($candidate_data, function ($candidate) use ($lga) {
+        return $candidate['match_lga'] === $lga['slug'];
+    });
+
+    if (count($lga_candidates) === 0) continue;
+
+    $output_file = dirname($lga['config-file'])."/candidates-generic.csv";
+
+    if (($handle = fopen($output_file, "w")) === FALSE) {
+        error_log('Error opening output file');
+        exit(1);
+    }
+
+    if (fputcsv($handle, $header) === FALSE) {
+        error_log('Error writing headers to output file');
+        exit(3);
+    }
+
+    foreach ($lga_candidates as $candidate) {
+        $fields = [
+            $candidate['match_ward'],
+            $candidate['Name'],
+            $candidate['Score'],
+            $candidate['match_picture'],
+        ];
+
+        if (fputcsv($handle, $fields) === FALSE) {
+            error_log('Error writing candidate to output file');
+            exit(3);
+        }
+    }
+}
 
 exit(0);
diff --git a/get-generic.sh b/get-generic.sh
index 9f76f07..dd1060a 100755
--- a/get-generic.sh
+++ b/get-generic.sh
@@ -1,12 +1,20 @@
 #!/bin/bash
 
-DATA_LOC=../generic-survey
-
 #rclone sync --progress bikewest:spl_generic_survey_2024 $DATA_LOC/google-data
 
 #rclone --drive-export-formats csv copyto 'bikewest:spl_generic_survey_2024/Streets People Love council election candidate pledge and survey  (Responses).csv' $DATA_LOC/responses.csv
 
+GENERIC_SURVEY=../generic-survey/responses.csv
 
-#content=$(php pledge-update/pledge-page.php --candidates-files "${candidates_files[*]}")
+DATA_PATH="../spl-data"
 
-php csv-generic/gen-generic.php --generic-csv $DATA_LOC/responses.csv
+config_files=()
+for folder in "$DATA_PATH"/*; do
+    if test -f "$folder"/config.json; then
+        config_files+=("$folder"/config.json)
+    fi
+done
+
+#php csv-generic/csv-to-json.php --generic-csv $DATA_LOC/responses.csv
+
+php csv-generic/gen-generic.php --generic-csv $GENERIC_SURVEY --config-files "${config_files[*]}"