diff --git a/csv-generic/gen-generic.php b/csv-generic/gen-generic.php
new file mode 100644
index 0000000..e492dcd
--- /dev/null
+++ b/csv-generic/gen-generic.php
@@ -0,0 +1,101 @@
+<?php
+
+require_once("parse_generic_csv.php");
+
+$options = getopt("", ["generic-csv:", "config-files:"]);
+
+if (isset($options['generic-csv'])) {
+    $generic_csv = $options['generic-csv'];
+} else {
+    error_log("Error: Missing required option '--generic-csv'.");
+    exit(1);
+}
+
+if (isset($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[] = $config;
+}
+
+/* Match user typed LGA/Ward to our database */
+match_lga($candidate_data, $lga_list);
+
+/* Calculate score for candidate */
+foreach ($candidate_data as &$candidate) {
+    $score = 0;
+
+    if ($candidate['Pledge'] === "Yes") $score++;
+    if ($candidate['q1'] === "Yes") $score++;
+    if ($candidate['q3'] === "Yes") $score++;
+    if ($candidate['q4'] === "Yes") $score++;
+    if ($candidate['q7'] === "Yes") $score++;
+
+    $candidate['Score'] = $score;
+}
+
+$header = ["Ward", "Candidate Name", "Rating", "Pledge", "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;
+
+    $dir = dirname($lga['config-file']);
+    $dir_files = scandir($dir);
+    $output_file = $dir."/candidates-generic.csv";
+
+    if (($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 $candidate) {
+        /* Add extension to photo hash */
+        foreach ($dir_files as $file) {
+            if (strstr($file, $candidate['Photo'])) {
+                $candidate['Photo'] = $file;
+            }
+        }
+
+        $fields = [
+            $candidate['match_ward'],
+            $candidate['Name'],
+            $candidate['Score'],
+            $candidate['Pledge'],
+            $candidate['Photo'],
+        ];
+
+        if (fputcsv($handle, $fields) === FALSE) {
+            error_log('Error writing candidate to output file');
+            exit(3);
+        }
+    }
+}
+
+exit(0);
diff --git a/csv-generic/gen-image-map.php b/csv-generic/gen-image-map.php
new file mode 100644
index 0000000..3c94c1b
--- /dev/null
+++ b/csv-generic/gen-image-map.php
@@ -0,0 +1,54 @@
+<?php
+
+require_once("parse_generic_csv.php");
+
+$options = getopt("", ["generic-csv:", "config-files:"]);
+
+if (isset($options['generic-csv'])) {
+    $generic_csv = $options['generic-csv'];
+} else {
+    error_log("Error: Missing required option '--generic-csv'.");
+    exit(1);
+}
+
+if (isset($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[] = $config;
+}
+
+/* Match user typed LGA/Ward to our database */
+match_lga($candidate_data, $lga_list);
+
+$image_map = [];
+foreach ($candidate_data as $candidate) {
+    if (strlen($candidate['photo_url'])) {
+        $map['url'] = $candidate['photo_url'];
+        $map['match_lga'] = $candidate['match_lga'];
+        $image_map[$candidate['Photo']] = $map;
+    }
+}
+
+$json_data = json_encode($image_map);
+
+print_r($json_data);
+
+exit(0);
diff --git a/csv-generic/parse_generic_csv.php b/csv-generic/parse_generic_csv.php
new file mode 100644
index 0000000..9458c2d
--- /dev/null
+++ b/csv-generic/parse_generic_csv.php
@@ -0,0 +1,88 @@
+<?php
+
+function parse_generic_csv($generic_csv) {
+    $candidate_data = [];
+    if (($handle = fopen($generic_csv, "r")) !== FALSE) {
+        $headers = fgetcsv($handle);
+        while (($data = fgetcsv($handle)) !== FALSE) {
+            $candidate = [];
+            $question_no = 0;
+            $is_question = false;
+            foreach ($headers as $key => $value) {
+                /* Override key name for questions */
+                if ($value === "Verified") {
+                    $is_question = false;
+                }
+
+                if (strstr($value, "candidate photo"))                  $value = "Photo";
+                if (strstr($value, "In which Local Government Area"))   $value = "LGA";
+                if (strstr($value, "In which Ward"))                    $value = "Ward";
+                if (strstr($value, "Political Party"))                  $value = "Party";
+
+                if ($value === "Pledge") {
+                    if (strstr($data[$key], "I pledge")) $data[$key] = "y";
+                    else $data[$key] = "n";
+                }
+                
+                if ($value === "Photo") {
+                    $candidate['photo_url'] = $data[$key];
+                    $data[$key] = preg_filter("/.*id=/", "", $data[$key]);
+                }
+
+                if ($is_question) {
+                    $candidate['q'.$question_no++] = $data[$key];
+                } else {
+                    $candidate[$value] = $data[$key];
+                }
+
+                if ($value === "Pledge") {
+                    $is_question = true;
+                }
+            }
+            $candidate_data[] = $candidate;
+        }
+        fclose($handle);
+    } else {
+        error_log('Error opening candidates file');
+        exit(1);
+    }
+
+    return $candidate_data;
+}
+
+function match_lga(&$candidate_data, $lga_list) {
+    foreach ($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;
+    }
+}
diff --git a/get-generic.sh b/get-generic.sh
new file mode 100755
index 0000000..9a8686d
--- /dev/null
+++ b/get-generic.sh
@@ -0,0 +1,61 @@
+#!/bin/bash
+
+#rclone sync --progress bikewest:spl_generic_survey_2024 $DATA_LOC/google-data
+
+GENERIC_SURVEY=../generic-survey/responses.csv
+IMAGES=../generic-survey/images
+
+DATA_PATH="../spl-data"
+
+echo "Fetching latest responses to generic survey."
+rclone -v copyto --drive-export-formats csv 'bikewest:spl_generic_survey_2024/Streets People Love council election candidate pledge and survey  (Responses).csv' $GENERIC_SURVEY
+
+config_files=()
+for folder in "$DATA_PATH"/*; do
+    if test -f "$folder"/config.json; then
+        config_files+=("$folder"/config.json)
+    fi
+done
+
+image_map=$(php csv-generic/gen-image-map.php --generic-csv $GENERIC_SURVEY --config-files "${config_files[*]}")
+
+img_list=()
+for key in $(jq -r 'keys[]' <<< $image_map) ; do
+    if [ -f $IMAGES/$key ] ; then
+        continue
+    fi
+    img_list+=($key)
+    img_list+=($IMAGES/$key)
+done
+
+if [ ${#img_list[*]} -gt 0 ] ; then
+    echo "Downloading $((${#img_list[*]}/2)) image(s)..."
+    rclone -v backend copyid bikewest: ${img_list[*]}
+fi
+
+for key in $(jq -r 'keys[]' <<< $image_map) ; do
+    format=$(identify $IMAGES/$key | awk '{print $2}')
+
+    case $format in
+        PNG )  suffix=.png ;;
+        JPEG ) suffix=.jpg ;;
+        HEIC ) suffix=.jpg ;;
+        WEBP ) suffix=.png ;;
+        *)
+            echo "Error: Unknown image format: $IMAGES/$key"
+            ;;
+    esac
+
+    lga=$(jq -r ".[\"$key\"][\"match_lga\"]" <<< $image_map)
+    dst="$DATA_PATH/$lga/$key$suffix"
+
+    if [ -f $dst ] ; then
+        continue
+    fi
+
+    echo "Resizing $dst"
+    convert $IMAGES/$key -resize 400x400 $dst
+done
+
+echo "Generating candidates-generic.csv files."
+php csv-generic/gen-generic.php --generic-csv $GENERIC_SURVEY --config-files "${config_files[*]}"