diff --git a/homepage/images/check.svg b/homepage/images/check.svg
new file mode 100644
index 000000000..a12292f51
--- /dev/null
+++ b/homepage/images/check.svg
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg xmlns="http://www.w3.org/2000/svg" width="600" height="600">
+<path d="m7.7,404.6c0,0 115.2,129.7 138.2,182.68l99,0c41.5-126.7 202.7-429.1 340.92-535.1c28.6-36.8-43.3-52-101.35-27.62-87.5,36.7-252.5,317.2-283.3,384.64-43.7,11.5-89.8-73.7-89.84-73.7z" fill="#181"/>
+</svg>
\ No newline at end of file
diff --git a/homepage/static/generateMiniGraph.js b/homepage/static/generateMiniGraph.js
new file mode 100644
index 000000000..11ddd8ace
--- /dev/null
+++ b/homepage/static/generateMiniGraph.js
@@ -0,0 +1,116 @@
+function generateMiniGraph(elem, comname, days = 30) {
+  var xhr = new XMLHttpRequest();
+  xhr.open('GET', '/todays_detections.php?comname=' + encodeURIComponent(comname) + '&days=' + days);
+  xhr.onload = function() {
+    if (xhr.status === 200) {
+      var detections = JSON.parse(xhr.responseText);
+      if (typeof(window.chartWindow) !== 'undefined') {
+        document.body.removeChild(window.chartWindow);
+        window.chartWindow = undefined;
+      }
+      var chartWindow = document.createElement('div');
+      chartWindow.className = 'chartdiv';
+      document.body.appendChild(chartWindow);
+
+      var canvas = document.createElement('canvas');
+      canvas.width = chartWindow.offsetWidth;
+      canvas.height = chartWindow.offsetHeight - 40;
+      chartWindow.appendChild(canvas);
+
+      var ctx = canvas.getContext('2d');
+      var chart = new Chart(ctx, {
+        type: 'line',
+        data: {
+          labels: detections.map(item => item.date),
+          datasets: [{
+            label: 'Detections',
+            data: detections.map(item => item.count),
+            backgroundColor: '#9fe29b',
+            borderColor: '#77c487',
+            borderWidth: 1,
+            lineTension: 0.3,
+            pointRadius: 1,
+            pointHitRadius: 10,
+            trendlineLinear: {
+              style: 'rgba(55, 99, 64, 0.5)',
+              lineStyle: 'solid',
+              width: 1.5
+            }
+          }]
+        },
+        options: {
+          layout: { padding: { right: 10 } },
+          title: { display: true, text: 'Detections Over ' + days + 'd' },
+          legend: { display: false },
+          scales: {
+            xAxes: [{
+              display: true,
+              gridLines: { display: true },
+              ticks: {
+                autoSkip: true,
+                maxTicksLimit: 6,
+                callback: value => value.substring(5)
+              }
+            }],
+            yAxes: [{
+              gridLines: { display: false },
+              ticks: { beginAtZero: true, precision: 0, maxTicksLimit: 5 }
+            }]
+          }
+        }
+      });
+
+      var buttonRect = elem.getBoundingClientRect();
+      var chartRect = chartWindow.getBoundingClientRect();
+      if (window.innerWidth < 700) {
+        chartWindow.style.left = 'calc(75% - ' + (chartRect.width / 2) + 'px)';
+      } else {
+        chartWindow.style.left = (buttonRect.right + 10) + 'px';
+      }
+
+      var buttonCenter = buttonRect.top + (buttonRect.height / 2);
+      var chartHeight = chartWindow.offsetHeight;
+      var chartTop = buttonCenter - (chartHeight / 2);
+      chartWindow.style.top = chartTop + 'px';
+
+      var closeButton = document.createElement('button');
+      closeButton.id = 'chartcb';
+      closeButton.innerText = 'X';
+      closeButton.style.position = 'absolute';
+      closeButton.style.top = '5px';
+      closeButton.style.right = '5px';
+      closeButton.addEventListener('click', () => {
+        document.body.removeChild(chartWindow);
+        window.chartWindow = undefined;
+      });
+      chartWindow.appendChild(closeButton);
+
+      var selector = document.createElement('select');
+      [30, 180, 360, 720, 1080].forEach(opt => {
+        var option = document.createElement('option');
+        option.value = opt;
+        option.text = opt + 'd';
+        if (opt === days) option.selected = true;
+        selector.appendChild(option);
+      });
+      selector.addEventListener('change', function() {
+        generateMiniGraph(elem, comname, parseInt(this.value));
+      });
+      selector.style.position = 'absolute';
+      selector.style.bottom = '5px';
+      selector.style.left = '5px';
+      chartWindow.appendChild(selector);
+
+      window.chartWindow = chartWindow;
+    }
+  };
+  xhr.send();
+}
+
+window.addEventListener('scroll', function() {
+  var charts = document.querySelectorAll('.chartdiv');
+  charts.forEach(chart => {
+    chart.parentNode.removeChild(chart);
+    window.chartWindow = undefined;
+  });
+});
diff --git a/homepage/views.php b/homepage/views.php
index a137c7854..501989eaf 100644
--- a/homepage/views.php
+++ b/homepage/views.php
@@ -173,6 +173,7 @@ function update_species_list($filename, $species, $add) {
       <button type=\"submit\" name=\"view\" value=\"Included\" form=\"views\">Custom Species List</button>
       <button type=\"submit\" name=\"view\" value=\"Excluded\" form=\"views\">Excluded Species List</button>
       <button type=\"submit\" name=\"view\" value=\"Whitelisted\" form=\"views\">Whitelist Species List</button>
+      <button type=\"submit\" name=\"view\" value=\"Species Management\" form=\"views\">Species Management</button>
       </form>
       </div>";
   }
@@ -203,6 +204,10 @@ function update_species_list($filename, $species, $add) {
     $species_list="whitelist";
     include('./scripts/species_list.php');
   }
+  if($_GET['view'] == "Species Management"){
+    ensure_authenticated();
+    include('scripts/species_tools.php');
+  }
   if($_GET['view'] == "File"){
     echo "<iframe src='scripts/filemanager/filemanager.php'></iframe>";
   }
diff --git a/scripts/backup_data.sh b/scripts/backup_data.sh
index c001a982f..529196254 100755
--- a/scripts/backup_data.sh
+++ b/scripts/backup_data.sh
@@ -171,6 +171,7 @@ optional=("/home/$BIRDNET_USER/BirdNET-Pi/apprise.txt"
 "/home/$BIRDNET_USER/BirdNET-Pi/scripts/blacklisted_images.txt"
 "/home/$BIRDNET_USER/BirdNET-Pi/scripts/disk_check_exclude.txt"
 "/home/$BIRDNET_USER/BirdNET-Pi/exclude_species_list.txt"
+"/home/$BIRDNET_USER/BirdNET-Pi/confirmed_species_list.txt"
 "/home/$BIRDNET_USER/BirdNET-Pi/include_species_list.txt")
 
 [ $ACTION == "backup" ] && backup_check
diff --git a/scripts/clear_all_data.sh b/scripts/clear_all_data.sh
index ee9d88d02..bed85a58e 100755
--- a/scripts/clear_all_data.sh
+++ b/scripts/clear_all_data.sh
@@ -23,6 +23,7 @@ echo "Re-creating necessary directories"
 [ -d ${PROCESSED} ] || sudo -u ${USER} mkdir -p ${PROCESSED}
 
 sudo -u ${USER} ln -fs $(dirname $my_dir)/exclude_species_list.txt $my_dir
+sudo -u ${USER} ln -fs $(dirname $my_dir)/confirmed_species_list.txt $my_dir
 sudo -u ${USER} ln -fs $(dirname $my_dir)/include_species_list.txt $my_dir
 sudo -u ${USER} ln -fs $(dirname $my_dir)/whitelist_species_list.txt $my_dir
 sudo -u ${USER} ln -fs $(dirname $my_dir)/homepage/* ${EXTRACTED}
diff --git a/scripts/install_services.sh b/scripts/install_services.sh
index 38690a198..4ef3e1098 100755
--- a/scripts/install_services.sh
+++ b/scripts/install_services.sh
@@ -65,6 +65,7 @@ create_necessary_dirs() {
   [ -L ${EXTRACTED}/spectrogram.png ] || sudo -u ${USER} ln -sf ${RECS_DIR}/StreamData/spectrogram.png ${EXTRACTED}/spectrogram.png
 
   sudo -u ${USER} ln -fs $my_dir/exclude_species_list.txt $my_dir/scripts
+  sudo -u ${USER} ln -fs $my_dir/confirmed_species_list.txt $my_dir/scripts
   sudo -u ${USER} ln -fs $my_dir/include_species_list.txt $my_dir/scripts
   sudo -u ${USER} ln -fs $my_dir/whitelist_species_list.txt $my_dir/scripts
   sudo -u ${USER} ln -fs $my_dir/homepage/* ${EXTRACTED}
diff --git a/scripts/overview.php b/scripts/overview.php
index 534809db4..8026acd6a 100644
--- a/scripts/overview.php
+++ b/scripts/overview.php
@@ -600,127 +600,8 @@ function startAutoRefresh() {
 }
 </style>
 <script src="static/custom-audio-player.js"></script>
+<script src="static/generateMiniGraph.js"></script>
 <script>
-function generateMiniGraph(elem, comname, days = 30) {
-
-  // Make an AJAX call to fetch the number of detections for the bird species
-  var xhr = new XMLHttpRequest();
-  xhr.open('GET', '/todays_detections.php?comname=' + comname + '&days=' + days);
-  xhr.onload = function() {
-    if (xhr.status === 200) {
-      var detections = JSON.parse(xhr.responseText);
-
-      // Create a div element for the chart window
-      if (typeof(window.chartWindow) != 'undefined') {
-        document.body.removeChild(window.chartWindow);
-        window.chartWindow = undefined;
-      }
-      var chartWindow = document.createElement('div');
-      chartWindow.className = "chartdiv"
-      document.body.appendChild(chartWindow);
-
-
-            // Create a canvas element for the chart
-      var canvas = document.createElement('canvas');
-      canvas.width = chartWindow.offsetWidth;
-      canvas.height = chartWindow.offsetHeight;
-      chartWindow.appendChild(canvas);
-
-      // Create a new Chart.js chart
-      var ctx = canvas.getContext('2d');
-      var chart = new Chart(ctx, {
-        type: 'line',
-        data: {
-          labels: detections.map(item => item.date),
-          datasets: [{
-            label: 'Detections',
-            data: detections.map(item => item.count),
-            backgroundColor: '#9fe29b',
-            borderColor: '#77c487',
-            borderWidth: 1,
-            lineTension: 0.3, // Add smoothing to the line
-            pointRadius: 1, // Make the data points smaller
-            pointHitRadius: 10, // Increase the area around data points for mouse events
-
-          trendlineLinear: {
-            style: "rgba(55, 99, 64, 0.5)",
-            lineStyle: "solid",
-            width: 1.5
-          }
-
-          }]
-        },
-        options: {
-          layout: {
-            padding: {
-              right: 10
-            }
-          },
-          title: {
-            display: true,
-            text: 'Detections Over ' + days + 'd'
-          },
-          legend: {
-            display: false
-          },
-          scales: {
-            xAxes: [{
-              display: false,
-              gridLines: {
-                display: false // Hide the gridlines on the x-axis
-              },
-              ticks: {
-                autoSkip: true,
-                maxTicksLimit: 2
-              }
-            }],
-            yAxes: [{
-              gridLines: {
-                display: false // Hide the gridlines on the y-axis
-              },
-              ticks: {
-                beginAtZero: true,
-                precision: 0,
-                stepSize: 1
-              }
-            }]
-          }
-        }
-      });
-
-      var buttonRect = elem.getBoundingClientRect();
-      var chartRect = chartWindow.getBoundingClientRect();
-      if (window.innerWidth < 700) {
-        chartWindow.style.left = 'calc(75% - ' + (chartRect.width / 2) + 'px)';
-      } else {
-        chartWindow.style.left = (buttonRect.right + 10) + 'px';
-      }
-
-
-      // Calculate the top position of the chart to center it with the button
-      var buttonCenter = buttonRect.top + (buttonRect.height / 2);
-      var chartHeight = chartWindow.offsetHeight;
-      var chartTop = buttonCenter - (chartHeight / 2);
-      chartWindow.style.top = chartTop + 'px';
-
-      // Add a close button to the chart window
-      var closeButton = document.createElement('button');
-      closeButton.id = "chartcb";
-      closeButton.innerText = 'X';
-      closeButton.style.position = 'absolute';
-      closeButton.style.top = '5px';
-      closeButton.style.right = '5px';
-      closeButton.addEventListener('click', function() {
-        document.body.removeChild(chartWindow);
-        window.chartWindow = undefined;
-      });
-      chartWindow.appendChild(closeButton);
-      window.chartWindow = chartWindow;
-    }
-  };
-  xhr.send();
-}
-
 // Listen for the scroll event on the window object
 window.addEventListener('scroll', function() {
   // Get all chart elements
diff --git a/scripts/species_tools.php b/scripts/species_tools.php
new file mode 100644
index 000000000..3ca70b879
--- /dev/null
+++ b/scripts/species_tools.php
@@ -0,0 +1,404 @@
+<?php
+/* Basic input sanitation */
+$_GET  = filter_input_array(INPUT_GET, FILTER_SANITIZE_FULL_SPECIAL_CHARS) ?: [];
+$_POST = filter_input_array(INPUT_POST, FILTER_SANITIZE_FULL_SPECIAL_CHARS) ?: [];
+
+require_once __DIR__ . '/common.php';
+ensure_authenticated();
+
+$home = get_home();
+
+/* ---------- disk species counts (AJAX endpoint) ---------- */
+if (isset($_GET['diskcounts'])) {
+    header('Content-Type: application/json');
+    $script = __DIR__ . '/disk_species_count.sh';
+    $cmd    = 'HOME=' . escapeshellarg($home) . ' bash ' . escapeshellarg($script) . ' 2>&1';
+    $output = @shell_exec($cmd);
+    $counts = [];
+    if ($output !== null) {
+        foreach (preg_split('/\\r?\\n/', $output) as $line) {
+            $line = trim($line);
+            if ($line === '') continue;
+            if (preg_match('/^([0-9]+(?:\\.[0-9]+)?)(k?)\\s*:\\s*(.+)$/i', $line, $m)) {
+                $num = (float)$m[1];
+                if (strtolower($m[2]) === 'k') $num *= 1000;
+                $counts[$m[3]] = (int)round($num);
+            }
+        }
+    }
+    echo json_encode($counts, JSON_UNESCAPED_UNICODE);
+    exit;
+}
+
+/* ---------- DB open (RO unless deleting) ---------- */
+$flags = isset($_GET['delete']) ? SQLITE3_OPEN_READWRITE : SQLITE3_OPEN_READONLY;
+$db   = new SQLite3(__DIR__ . '/birds.db', $flags);
+$db->busyTimeout(1000);
+
+/* Paths / lists */
+$base_symlink   = $home . '/BirdSongs/Extracted/By_Date';
+$base           = realpath($base_symlink);
+
+$confirm_file   = __DIR__ . '/confirmed_species_list.txt';
+$exclude_file   = __DIR__ . '/exclude_species_list.txt';
+$whitelist_file = __DIR__ . '/whitelist_species_list.txt';
+
+foreach ([$confirm_file, $exclude_file, $whitelist_file] as $file) {
+    if (!file_exists($file)) touch($file);
+}
+
+$confirmed_species   = file_exists($confirm_file)   ? file($confirm_file,   FILE_IGNORE_NEW_LINES | FILE_SKIP_EMPTY_LINES) : [];
+$excluded_species = file_exists($exclude_file) ? array_map(fn($l) => explode('_', trim($l), 2)[0], file($exclude_file, FILE_IGNORE_NEW_LINES | FILE_SKIP_EMPTY_LINES)) : [];
+$whitelisted_species = file_exists($whitelist_file) ? array_map(fn($l) => explode('_', trim($l), 2)[0], file($whitelist_file, FILE_IGNORE_NEW_LINES | FILE_SKIP_EMPTY_LINES)) : [];
+
+$config    = get_config();
+$sf_thresh = isset($config['SF_THRESH']) ? (float)$config['SF_THRESH'] : 0.0;
+
+/* ---------- helpers ---------- */
+function join_path(...$parts): string { return preg_replace('#/+#', '/', implode('/', $parts)); }
+function can_unlink(string $p): bool { return is_link($p) || is_file($p); }
+
+/* Collect files/dirs for a species */
+function collect_species_targets(SQLite3 $db, string $species, string $home, $base): array {
+  $stmt = $db->prepare('SELECT Date, Com_Name, Sci_Name, File_Name FROM detections WHERE Sci_Name = :name');
+  ensure_db_ok($stmt);
+  $stmt->bindValue(':name', $species, SQLITE3_TEXT);
+  $res = $stmt->execute();
+
+  $count = 0; $files = []; $dirs = []; $sci = null;
+  while ($row = $res->fetchArray(SQLITE3_ASSOC)) {
+    $count++; if ($sci === null) $sci = $row['Sci_Name'];
+    $dir = str_replace([' ', "'"], ['_', ''], $row['Com_Name']);
+    $candidates = [
+      join_path($home, 'BirdSongs/Extracted/By_Date',         $row['Date'], $dir, $row['File_Name']),
+      join_path($home, 'BirdSongs/Extracted/By_Date/shifted', $row['Date'], $dir, $row['File_Name']),
+    ];
+    foreach ($candidates as $c) {
+      if (can_unlink($c)) { $files[$c] = true; $dirs[] = dirname($c); continue; }
+      $d = realpath(dirname($c));
+      if ($d !== false) {
+        $alt = $d . DIRECTORY_SEPARATOR . basename($c);
+        if (can_unlink($alt)) { $files[$alt] = true; $dirs[] = dirname($alt); }
+      }
+    }
+  }
+  return ['count'=>$count, 'files'=>array_keys($files), 'dirs'=>array_values(array_unique($dirs)), 'sci'=>$sci];
+}
+
+/* ---------- toggle exclude/whitelist/confirmed ---------- */
+if (isset($_GET['toggle'], $_GET['species'], $_GET['action'])) {
+  $list    = $_GET['toggle'];
+  $species = htmlspecialchars_decode($_GET['species'], ENT_QUOTES);
+
+  if     ($list === 'exclude')   { $file = $exclude_file; }
+  elseif ($list === 'whitelist') { $file = $whitelist_file; }
+  elseif ($list === 'confirmed') { $file = $confirm_file; }
+  else { header('Content-Type: text/plain'); echo 'Invalid list type'; exit; }
+
+  $lines = file_exists($file) ? file($file, FILE_IGNORE_NEW_LINES | FILE_SKIP_EMPTY_LINES) : [];
+  if ($_GET['action'] === 'add') {
+    if (!in_array($species, $lines, true)) $lines[] = $species;
+  } else {
+    $lines = array_values(array_filter($lines, fn($l) => $l !== $species));
+  }
+  file_put_contents($file, implode("\n", $lines) . (empty($lines) ? "" : "\n"));
+  header('Content-Type: text/plain'); echo 'OK'; exit;
+}
+
+/* ---------- count ---------- */
+if (isset($_GET['getcounts'])) {
+  header('Content-Type: application/json');
+  if ($base === false) { http_response_code(500); exit(json_encode(['error' => 'Base directory not found'])); }
+  $species = htmlspecialchars_decode($_GET['getcounts'], ENT_QUOTES);
+  $info = collect_species_targets($db, $species, $home, $base);
+  echo json_encode(['count' => $info['count'], 'files' => count($info['files'])]); exit;
+}
+
+/* ---------- delete ---------- */
+if (isset($_GET['delete'])) {
+  header('Content-Type: application/json');
+  if ($base === false) { http_response_code(500); exit(json_encode(['error' => 'Base directory not found'])); }
+  $species = htmlspecialchars_decode($_GET['delete'], ENT_QUOTES);
+  $info = collect_species_targets($db, $species, $home, $base);
+  $deleted = count($info['files']);
+  foreach ($info['dirs'] as $dir) {
+    if (exec("sudo rm -r $dir 2>&1", $output)) {
+      echo "Error - files deletion failed : " . implode(", ", $output) . "<br>";
+	  exit;
+    }
+  }
+  $del = $db->prepare('DELETE FROM detections WHERE Sci_Name = :name');
+  ensure_db_ok($del);
+  $del->bindValue(':name', $species, SQLITE3_TEXT);
+  $del->execute();
+  $lines_deleted = $db->changes();
+
+  if ($info['sci'] !== null && file_exists($confirm_file)) {
+    $identifier = $info['sci'];
+    $lines = array_values(array_filter($confirmed_species, fn($l) => $l !== $identifier));
+    file_put_contents($confirm_file, implode("\n", $lines) . (empty($lines) ? "" : "\n"));
+  }
+
+  echo json_encode(['lines' => $lines_deleted, 'files' => $deleted]); exit;
+}
+
+/* ---------- query species aggregates ---------- */
+$sql = <<<SQL
+SELECT Com_Name, Sci_Name, COUNT(*) AS Count, MAX(Confidence) AS MaxConfidence, MAX(Date) AS LastSeen
+FROM detections
+GROUP BY Sci_Name;
+SQL;
+$result = $db->query($sql);
+?>
+<style>
+  .circle-icon{display:inline-block;width:12px;height:12px;border:1px solid #777;border-radius:50%;cursor:pointer;}
+  .centered{max-width:1100px;margin:0 auto}
+  #speciesTable th{cursor:pointer}
+  .toolbar{display:flex;gap:8px;align-items:center;margin:8px 0}
+  .toolbar input[type="text"]{padding:6px 8px;min-width:260px}
+  #speciesTable a,
+  #speciesTable a:visited,
+  #speciesTable a:active {
+    color: black;
+    text-decoration: none;
+  }
+</style>
+
+<div class="centered">
+  <!-- Search with persistence -->
+  <div class="toolbar">
+    <input id="q" type="text" placeholder="Filter species… (name, scientific)" title="Type to filter; persists across reloads">
+    <small id="matchCount"></small>
+  </div>
+
+  <table id="speciesTable">
+    <thead>
+      <tr>
+        <th onclick="sortTable(0)">Common Name</th>
+        <th onclick="sortTable(1)">Scientific Name</th>
+        <th>Stats</th>
+        <th onclick="sortTable(3)">Count</th>
+        <th onclick="sortTable(4)">Max Confidence</th>
+        <th onclick="sortTable(5)">Last Seen</th>
+        <th onclick="sortTable(6)">Probability</th>
+        <th onclick="sortTable(7)">Confirmed</th>
+        <th onclick="sortTable(8)">Excluded</th>
+        <th onclick="sortTable(9)">Whitelisted</th>
+        <th>Delete</th>
+      </tr>
+    </thead>
+    <tbody>
+<?php while ($row = $result->fetchArray(SQLITE3_ASSOC)) {
+  $common = $row['Com_Name'];
+  $scient = $row['Sci_Name'];
+  $count  = (int)$row['Count'];
+  $max_confidence = round((float)$row['MaxConfidence'] * 100, 1);
+  $identifier = $row['Sci_Name'].'_'.$row['Com_Name'];
+  $identifier_sci = $row['Sci_Name'];
+
+  $lastSeen = $row['LastSeen'] ?? '';
+  $lastSeenSort = $lastSeen ? (strtotime($lastSeen) ?: 0) : 0;
+
+  $common_link = "<a href='views.php?view=Recordings&species=" . rawurlencode($row['Sci_Name']) . "'>{$common}</a>";
+
+  $is_confirmed   = in_array($identifier_sci, $confirmed_species, true);
+  $is_excluded    = in_array($identifier_sci, $excluded_species, true);
+  $is_whitelisted = in_array($identifier_sci, $whitelisted_species, true);
+
+  $comnamegraph = str_replace("'", "\'", $row['Com_Name']);
+  $chart_cell = sprintf("<img style='height: 1em;cursor:pointer;float:unset;display:inline' title='View species stats' onclick=\"generateMiniGraph(this, '%s', 180)\" width=25 src='images/chart.svg'>", $comnamegraph);
+
+  $identifier_js = addslashes($identifier);
+  $identifier_sci_js = addslashes($identifier_sci);
+
+  $confirm_cell = $is_confirmed
+    ? "<img style='cursor:pointer;max-width:12px;max-height:12px' src='images/check.svg' onclick=\"toggleSpecies('confirmed','{$identifier_sci_js}','del')\">"
+    : "<span class='circle-icon' onclick=\"toggleSpecies('confirmed','{$identifier_sci_js}','add')\"></span>";
+
+  $excl_cell = $is_excluded
+    ? "<img style='cursor:pointer;max-width:12px;max-height:12px' src='images/check.svg' onclick=\"toggleSpecies('exclude','{$identifier_js}','del')\">"
+    : "<span class='circle-icon' onclick=\"toggleSpecies('exclude','{$identifier_js}','add')\"></span>";
+
+  $white_cell = $is_whitelisted
+    ? "<img style='cursor:pointer;max-width:12px;max-height:12px' src='images/check.svg' onclick=\"toggleSpecies('whitelist','{$identifier_js}','del')\">"
+    : "<span class='circle-icon' onclick=\"toggleSpecies('whitelist','{$identifier_js}','add')\"></span>";
+
+  $sciname_raw = $row['Sci_Name'];
+    $info_url = get_info_url($sciname_raw);
+    if (!empty($info_url)) {
+        $url = $info_url['URL'] ?? $info_url;
+        $scient_link = "<a href=\"{$url}\" target=\"_blank\"><i>{$scient}</i></a>";
+    } else {
+        $scient_link = "<i>{$scient}</i>";
+    }
+    
+  echo "<tr data-comname=\"{$common}\" data-sciname=\"{$scient}\">"
+     . "<td>{$common_link}</td>"
+     . "<td>{$scient_link}</td>"
+     . "<td>{$chart_cell}</td>"
+     . "<td>{$count}</td>"
+     . "<td data-sort='{$max_confidence}'>{$max_confidence}%</td>"
+     . "<td data-sort=\"{$lastSeenSort}\">{$lastSeen}</td>"
+     . "<td class='threshold' data-sort='0'>0.0000</td>"
+     . "<td data-sort='".($is_confirmed?0:1)."'>".$confirm_cell."</td>"
+     . "<td data-sort='".($is_excluded?0:1)."'>".$excl_cell."</td>"
+     . "<td data-sort='".($is_whitelisted?0:1)."'>".$white_cell."</td>"
+     . "<td><img style='cursor:pointer;max-width:20px' src='images/delete.svg' onclick=\"deleteSpecies('".addslashes($row['Sci_Name'])." + ".addslashes($row['Com_Name'])."')\"></td>"
+     . "</tr>";
+} ?>
+    </tbody>
+  </table>
+</div>
+<script src="static/Chart.bundle.js"></script>
+<script src="static/generateMiniGraph.js"></script>
+<script>
+const scriptsBase = 'scripts/';
+const sfThresh = <?php echo json_encode($sf_thresh, JSON_UNESCAPED_UNICODE); ?>;
+const get = (url) => fetch(url, {cache:'no-store'}).then(r => r.text());
+
+/* ---------- Probability (thresholds) auto-load ---------- */
+function loadThresholds() {
+  return get(scriptsBase + 'config.php?threshold=0').then(text => {
+    const lines = (text || '').split(/\r?\n/);
+    const map = Object.create(null);
+    for (const line of lines) {
+      const m = line.match(/^(.*)\s-\s([0-9.]+)\s*$/);
+      if (!m) continue;
+      const left = m[1].trim();
+      const val  = parseFloat(m[2]);
+      if (Number.isNaN(val)) continue;
+      const u = left.lastIndexOf('_');
+      const sci = u >= 0 ? left.slice(0, u) : left;
+      map[sci] = val; map[left] = val;
+    }
+    const decoder = document.createElement('textarea');
+    document.querySelectorAll('#speciesTable tbody tr').forEach(row => {
+      decoder.innerHTML = row.getAttribute('data-sciname') || '';
+      const sciName = decoder.value;
+      if (Object.prototype.hasOwnProperty.call(map, sciName)) {
+        const v = map[sciName];
+        const cell = row.querySelector('td.threshold');
+        cell.textContent = v.toFixed(4);
+        cell.style.color = v >= sfThresh ? 'green' : 'red';
+        cell.dataset.sort = v.toFixed(4);
+      }
+    });
+  }).catch(() => {
+    console.warn('Probability load failed.');
+  });
+}
+
+/* ---------- Files on Disk column auto-load ---------- */
+function addDiskCounts() {
+  return get(scriptsBase + 'species_tools.php?diskcounts=1').then(t => {
+    let counts; try { counts = JSON.parse(t); } catch { console.warn('Could not parse disk counts'); return; }
+
+    const table = document.getElementById('speciesTable');
+    const headerRow = table.tHead.rows[0];
+
+    // Insert header before last column (Delete)
+    const deleteHeader = headerRow.lastElementChild;
+    const th = document.createElement('th');
+    th.textContent = 'Files on Disk';
+    headerRow.insertBefore(th, deleteHeader);
+
+    const colIndex = headerRow.cells.length - 2;
+    th.addEventListener('click', () => sortTable(colIndex));
+
+    const decoder = document.createElement('textarea');
+    document.querySelectorAll('#speciesTable tbody tr').forEach(tr => {
+      decoder.innerHTML = tr.getAttribute('data-comname') || '';
+      const name = decoder.value;
+      const lookup = name.replace(/'/g, '');
+      const count = counts[lookup] || 0;
+      const td = document.createElement('td');
+      td.textContent = count;
+      td.dataset.sort = count;
+      tr.insertBefore(td, tr.lastElementChild);
+    });
+  }).catch(() => {
+    console.warn('Disk counts load failed.');
+  });
+}
+
+window.addEventListener('scroll', function() {
+  var charts = document.querySelectorAll('.chartdiv');
+  charts.forEach(function(chart) {
+    chart.parentNode.removeChild(chart);
+    window.chartWindow = undefined;
+  });
+});
+
+/* ---------- toggles / delete ---------- */
+function toggleSpecies(list, species, action) {
+  get(scriptsBase + 'species_tools.php?toggle=' + list + '&species=' + encodeURIComponent(species) + '&action=' + action)
+    .then(t => { if (t.trim() === 'OK') location.reload(); });
+}
+function deleteSpecies(species) {
+  let parts = species.split(' + '); let sci_species = parts[0]; let com_species = parts[1];
+  get(scriptsBase + 'species_tools.php?getcounts=' + encodeURIComponent(sci_species)).then(t => {
+    let info; try { info = JSON.parse(t); } catch { alert('Could not parse count response'); return; }
+    if (!confirm('Delete ' + info.count + ' detections and local audio and png files for ' + com_species + '?')) return;
+    get(scriptsBase + 'species_tools.php?delete=' + encodeURIComponent(sci_species)).then(t2 => {
+      try { const res = JSON.parse(t2); alert('Deleted ' + res.lines + ' detections and ' + res.files + ' files for ' + com_species); }
+      catch { alert('Deletion complete'); }
+      location.reload();
+    });
+  });
+}
+
+/* ---------- Sorting with persistence ---------- */
+function sortTable(n) {
+  const table = document.getElementById('speciesTable');
+  const tbody = table.tBodies[0];
+  const rows = Array.from(tbody.rows);
+  const asc = table.getAttribute('data-sort-' + n) !== 'asc';
+  rows.sort((a, b) => {
+    let x = a.cells[n].dataset.sort ?? a.cells[n].innerText.toLowerCase();
+    let y = b.cells[n].dataset.sort ?? b.cells[n].innerText.toLowerCase();
+    const nx = parseFloat(x), ny = parseFloat(y);
+    if (!Number.isNaN(nx) && !Number.isNaN(ny)) { x = nx; y = ny; }
+    return (x < y ? (asc ? -1 : 1) : (x > y ? (asc ? 1 : -1) : 0));
+  });
+  rows.forEach(r => tbody.appendChild(r));
+  table.setAttribute('data-sort-' + n, asc ? 'asc' : 'desc');
+  try { localStorage.setItem('speciesSortCol', String(n)); localStorage.setItem('speciesSortAsc', asc ? '1' : '0'); } catch(e){}
+}
+function applySavedSort() {
+  const table = document.getElementById('speciesTable');
+  const col = parseInt(localStorage.getItem('speciesSortCol') || '', 10);
+  const asc = localStorage.getItem('speciesSortAsc');
+  if (!Number.isFinite(col)) return;
+  sortTable(col);
+  const isAscNow = table.getAttribute('data-sort-' + col) === 'asc';
+  if ((asc === '1') !== isAscNow) sortTable(col);
+}
+
+/* ---------- Search with persistence ---------- */
+const q = document.getElementById('q');
+const matchCount = document.getElementById('matchCount');
+function applyFilter() {
+  const needle = (q.value || '').trim().toLowerCase();
+  let shown = 0, total = 0;
+  document.querySelectorAll('#speciesTable tbody tr').forEach(tr => {
+    total++;
+    const txt = tr.innerText.toLowerCase();
+    const vis = txt.includes(needle);
+    tr.style.display = vis ? '' : 'none';
+    if (vis) shown++;
+  });
+  matchCount.textContent = total ? `${shown} / ${total}` : '';
+  try { localStorage.setItem('speciesFilter', q.value); } catch(e){}
+}
+q.addEventListener('input', applyFilter);
+
+/* ---------- boot ---------- */
+document.addEventListener('DOMContentLoaded', () => {
+  try { const saved = localStorage.getItem('speciesFilter'); if (saved !== null) q.value = saved; } catch(e){}
+  applyFilter();
+  applySavedSort();
+  // Auto-load both heavy enrichments
+  loadThresholds();
+  addDiskCounts();
+});
+</script>
diff --git a/scripts/todays_detections.php b/scripts/todays_detections.php
index b2bedb39c..3f70a4322 100644
--- a/scripts/todays_detections.php
+++ b/scripts/todays_detections.php
@@ -550,126 +550,8 @@ function refreshTodayStats() {
 </style>
 
 <script src="static/custom-audio-player.js"></script>
+<script src="static/generateMiniGraph.js"></script>
 <script>
-function generateMiniGraph(elem, comname) {
-  // Make an AJAX call to fetch the number of detections for the bird species
-  var xhr = new XMLHttpRequest();
-  xhr.open('GET', '/todays_detections.php?comname=' + comname);
-  xhr.onload = function() {
-    if (xhr.status === 200) {
-      var detections = JSON.parse(xhr.responseText);
-
-      // Create a div element for the chart window
-      if (typeof(window.chartWindow) != 'undefined') {
-        document.body.removeChild(window.chartWindow);
-        window.chartWindow = undefined;
-      }
-      var chartWindow = document.createElement('div');
-      chartWindow.className = "chartdiv"
-      document.body.appendChild(chartWindow);
-
-
-            // Create a canvas element for the chart
-      var canvas = document.createElement('canvas');
-      canvas.width = chartWindow.offsetWidth;
-      canvas.height = chartWindow.offsetHeight;
-      chartWindow.appendChild(canvas);
-
-      // Create a new Chart.js chart
-      var ctx = canvas.getContext('2d');
-      var chart = new Chart(ctx, {
-        type: 'line',
-        data: {
-          labels: detections.map(item => item.date),
-          datasets: [{
-            label: 'Detections',
-            data: detections.map(item => item.count),
-            backgroundColor: '#9fe29b',
-            borderColor: '#77c487',
-            borderWidth: 1,
-            lineTension: 0.3, // Add smoothing to the line
-            pointRadius: 1, // Make the data points smaller
-            pointHitRadius: 10, // Increase the area around data points for mouse events
-
-          trendlineLinear: {
-            style: "rgba(55, 99, 64, 0.5)",
-            lineStyle: "solid",
-            width: 1.5
-          }
-
-          }]
-        },
-        options: {
-          layout: {
-            padding: {
-              right: 10
-            }
-          },
-          title: {
-            display: true,
-            text: 'Detections Over 30d'
-          },
-          legend: {
-            display: false
-          },
-          scales: {
-            xAxes: [{
-              display: false,
-              gridLines: {
-                display: false // Hide the gridlines on the x-axis
-              },
-              ticks: {
-                autoSkip: true,
-                maxTicksLimit: 2
-              }
-            }],
-            yAxes: [{
-              gridLines: {
-                display: false // Hide the gridlines on the y-axis
-              },
-              ticks: {
-                beginAtZero: true,
-                precision: 0,
-                stepSize: 1
-              }
-            }]
-          }
-        }
-      });
-
-      // Position the chart window to the right of the button
-      var buttonRect = elem.getBoundingClientRect();
-      var chartRect = chartWindow.getBoundingClientRect();
-      if (window.innerWidth < 700) {
-        chartWindow.style.left = 'calc(75% - ' + (chartRect.width / 2) + 'px)';
-      } else {
-        chartWindow.style.left = (buttonRect.right + 10) + 'px';
-      }
-
-      // Calculate the top position of the chart to center it with the button
-      var buttonCenter = buttonRect.top + (buttonRect.height / 2);
-      var chartHeight = chartWindow.offsetHeight;
-      var chartTop = buttonCenter - (chartHeight / 2);
-      chartWindow.style.top = chartTop + 'px';
-
-      // Add a close button to the chart window
-      var closeButton = document.createElement('button');
-      closeButton.id = "chartcb";
-      closeButton.innerText = 'X';
-      closeButton.style.position = 'absolute';
-      closeButton.style.top = '5px';
-      closeButton.style.right = '5px';
-      closeButton.addEventListener('click', function() {
-        document.body.removeChild(chartWindow);
-        window.chartWindow = undefined;
-      });
-      chartWindow.appendChild(closeButton);
-      window.chartWindow = chartWindow;
-    }
-  };
-  xhr.send();
-}
-
 // Listen for the scroll event on the window object
 window.addEventListener('scroll', function() {
   // Get all chart elements