Revisi Bu Bitari PERTAMA rentang nilai k dan hapus CRUD Kecamatan klaster

app/Http/Controllers/KmeansController.php

@@ -13,7 +13,7 @@ class KmeansController extends Controller
     public function KMeansCuras()
     {
         $data = Curas::select('id', 'kecamatan_id', 'klaster_id', 'jumlah_curas')
-            ->orderBy('kecamatan_id', 'asc')->get();
+            ->orderBy('jumlah_curas', 'asc')->get();
 
         // Hitung min dan max untuk normalisasi
         $min = $data->min('jumlah_curas');
@@ -123,12 +123,11 @@ public function KMeansCuras()
         return redirect('/dashboard/TampilHitungCuras');
     }
 
-
     public function KMeansCuranmor()
     {
         // Ambil data awal
         $data = Curanmor::select('id', 'kecamatan_id', 'klaster_id', 'jumlah_curanmor')
-            ->orderBy('kecamatan_id', 'asc')->get();
+            ->orderBy('jumlah_curanmor', 'asc')->get();
 
         // Hitung min dan max untuk normalisasi Min-Max
         $min = $data->min('jumlah_curanmor');

app/Http/Controllers/LandingController.php

@@ -37,7 +37,7 @@ public function runKmeans()
         $hasilKMeansCuranmor = $serviceKmeansCuranmor->hitungKMeansCuranmor();
         file_put_contents(storage_path('app/public/hasil_kmeans_curanmor.json'), json_encode($hasilKMeansCuranmor));
 
-    return redirect('/dashboard/curanmor');
+    return redirect('/dashboard');
 }
 
 

app/Services/KMeansService.php

@@ -16,21 +16,27 @@ public function hitungKMeansCuras()
         $k = Klaster::count('id');
         $maxIterasi = 100;
 
+        // Hitung min dan max untuk normalisasi
         $minValue = $data->min('jumlah_curas');
         $maxValue = $data->max('jumlah_curas');
 
+        // Normalisasi data dan simpan hasilnya ke dalam array baru
+        $normalizedData = $data->map(function ($item) use ($minValue, $maxValue) {
+            $normalized = ($item->jumlah_curas - $minValue) / ($maxValue - $minValue);
+            $item->normalized_curas = round($normalized, 2); // 2 angka di belakang koma
+            return $item;
+        });
+
+        // Inisialisasi centroid dengan nilai acak dari rentang normalisasi [0, 1]
         $generated = collect();
         while ($generated->count() < $k) {
-            $random = mt_rand($minValue, $maxValue); 
+            $random = round(mt_rand(0, 100) / 100, 2); // Random 0.00–1.00
             if (!$generated->contains($random)) {
                 $generated->push($random);
             }
         }
 
-        $centroids = $generated->map(function ($value) {
+        $centroids = $generated->map(fn($value) => ['C' => $value]);
-            return ['C' => $value];
-        });
-
         $centroidAwal = $centroids->toArray();
 
         $iterasi = [];
@@ -40,22 +46,27 @@ public function hitungKMeansCuras()
             $clustered = [];
             $currentAssignment = [];
 
-            foreach ($data as $item) {
+            foreach ($normalizedData as $item) {
                 $jarak = [];
 
                 foreach ($centroids as $idx => $centroid) {
-                    $dist = abs($item->jumlah_curas - $centroid['C']);
+                    $dist = abs($item->normalized_curas - $centroid['C']);
-                    $jarak["C" . ($idx + 1)] = $dist;
+                    $jarak["C" . ($idx + 1)] = round($dist, 2); // Format 2 angka koma
                 }
 
-                $iterasi[$i][] = array_merge(['kecamatan_id' => $item->kecamatan_id], $jarak);
-
                 $minIndex = array_keys($jarak, min($jarak))[0];
                 $clusterNumber = (int) str_replace("C", "", $minIndex);
 
                 $clustered[$clusterNumber][] = $item;
                 $item->temp_klaster = $clusterNumber;
                 $currentAssignment[$item->id] = $clusterNumber;
+
+                // Tambahkan nilai normalisasi ke dalam iterasi
+                $iterasi[$i][] = array_merge(
+                    ['kecamatan_id' => $item->kecamatan_id],
+                    ['normal' => round($item->normalized_curas, 2)],
+                    $jarak
+                );
             }
 
             if ($currentAssignment === $prevAssignment) {
@@ -64,9 +75,10 @@ public function hitungKMeansCuras()
 
             $prevAssignment = $currentAssignment;
 
-            // Update centroid berdasarkan rata-rata
+            // Update centroid
             foreach ($clustered as $key => $group) {
-                $avg = collect($group)->avg('jumlah_curas');
+                $avg = collect($group)->avg('normalized_curas');
+                $avg = round($avg, 2); // Format 2 angka koma
                 $centroids = $centroids->map(function ($item, $index) use ($key, $avg) {
                     return $index === ($key - 1)
                         ? ['C' => $avg]
@@ -77,16 +89,14 @@ public function hitungKMeansCuras()
 
         // Final mapping centroid ke klaster_id
         $finalCentroids = $centroids->map(function ($item, $index) {
-            return ['index' => $index + 1, 'C' => $item['C']];
+            return ['index' => $index + 1, 'C' => round($item['C'], 2)];
         })->sortBy('C')->values();
 
         $availableKlasterIDs = Klaster::orderBy('id', 'asc')->pluck('id')->values();
-
         foreach ($finalCentroids as $i => $centroid) {
             $centroidToKlaster[$centroid['index']] = $availableKlasterIDs[$i];
         }
 
-
         // Update ke database
         foreach ($data as $item) {
             Curas::where('id', $item->id)->update([
@@ -96,21 +106,24 @@ public function hitungKMeansCuras()
 
         // Format centroid awal
         $centroidAwalFormatted = collect($centroidAwal)->values()->map(function ($item, $index) {
-            return ['C' . ($index + 1) => $item['C']];
+            return ['C' . ($index + 1) => round($item['C'], 2)];
         });
 
         // Format centroid akhir
         $centroidAkhirFormatted = $centroids->values()->map(function ($item, $index) {
-            return ['C' . ($index + 1) => $item['C']];
+            return ['C' . ($index + 1) => round($item['C'], 2)];
         });
 
+        // Simpan hasil ke file JSON (opsional)
         return [
             'centroid_awal' => $centroidAwalFormatted,
             'centroid_akhir' => $centroidAkhirFormatted,
             'iterasi' => $iterasi
         ];
+
     }
 
+
     public function hitungKMeansCuranmor()
     {
         $data = Curanmor::select('id', 'kecamatan_id', 'klaster_id', 'jumlah_curanmor')->orderBy('jumlah_curanmor', 'asc')->get();
@@ -118,22 +131,28 @@ public function hitungKMeansCuranmor()
         $k = Klaster::count('id');
         $maxIterasi = 100;
 
-        // Ambil centroid awal yang unik
+        // Hitung min dan max untuk normalisasi
         $minValue = $data->min('jumlah_curanmor');
         $maxValue = $data->max('jumlah_curanmor');
 
-        $generated = collect();
+        // Normalisasi data dan simpan hasilnya ke dalam property baru
-        while ($generated->count() < $k) {
+        $normalizedData = $data->map(function ($item) use ($minValue, $maxValue) {
-            $random = mt_rand($minValue, $maxValue); 
+            $normalized = ($maxValue - $minValue) == 0 ? 0 : ($item->jumlah_curanmor - $minValue) / ($maxValue - $minValue);
-            if (!$generated->contains($random)) {
+            $item->normalized_curanmor = round($normalized, 2);
-                $generated->push($random);
+            return $item;
-            }
-        }
-
-        $centroids = $generated->map(function ($value) {
-            return ['C' => $value];
         });
 
+        // Generate centroid awal unik dari data ter-normalisasi
+        $generated = collect();
+        while ($generated->count() < $k) {
+            $rand = mt_rand(0, 100) / 100; // antara 0 dan 1 dengan 2 desimal
+            $rand = round($rand, 2);
+            if (!$generated->contains($rand)) {
+                $generated->push($rand);
+            }
+        }
+
+        $centroids = $generated->map(fn($val) => ['C' => $val]);
         $centroidAwal = $centroids->toArray();
 
         $iterasi = [];
@@ -143,15 +162,20 @@ public function hitungKMeansCuranmor()
             $clustered = [];
             $currentAssignment = [];
 
-            foreach ($data as $item) {
+            foreach ($normalizedData as $item) {
                 $jarak = [];
 
                 foreach ($centroids as $idx => $centroid) {
-                    $dist = abs($item->jumlah_curanmor - $centroid['C']);
+                    $dist = abs($item->normalized_curanmor - $centroid['C']);
-                    $jarak["C" . ($idx + 1)] = $dist;
+                    $jarak["C" . ($idx + 1)] = round($dist, 2);
                 }
 
-                $iterasi[$i][] = array_merge(['kecamatan_id' => $item->kecamatan_id], $jarak);
+                // Tambahkan data ke iterasi, termasuk nilai normalisasi
+                $iterasi[$i][] = array_merge(
+                    ['kecamatan_id' => $item->kecamatan_id],
+                    ['normal' => $item->normalized_curanmor], // tampilkan nilai normalisasi
+                    $jarak
+                );
 
                 $minIndex = array_keys($jarak, min($jarak))[0];
                 $clusterNumber = (int) str_replace("C", "", $minIndex);
@@ -167,9 +191,10 @@ public function hitungKMeansCuranmor()
 
             $prevAssignment = $currentAssignment;
 
-            // Update centroid berdasarkan rata-rata
+            // Update centroid berdasarkan rata-rata normalisasi
             foreach ($clustered as $key => $group) {
-                $avg = collect($group)->avg('jumlah_curanmor');
+                $avg = collect($group)->avg('normalized_curanmor');
+                $avg = round($avg, 2);
                 $centroids = $centroids->map(function ($item, $index) use ($key, $avg) {
                     return $index === ($key - 1)
                         ? ['C' => $avg]
@@ -180,20 +205,17 @@ public function hitungKMeansCuranmor()
 
         // Final mapping centroid ke klaster_id
         $finalCentroids = $centroids->map(function ($item, $index) {
-            return ['index' => $index + 1, 'C' => $item['C']];
+            return ['index' => $index + 1, 'C' => round($item['C'], 2)];
         })->sortBy('C')->values();
 
         $availableKlasterIDs = Klaster::orderBy('id', 'asc')->pluck('id')->values();
+        $centroidToKlaster = [];
 
         foreach ($finalCentroids as $i => $centroid) {
             $centroidToKlaster[$centroid['index']] = $availableKlasterIDs[$i];
         }
 
-
+        // Update database
-        // Update ke database
-
-
-
         foreach ($data as $item) {
             Curanmor::where('id', $item->id)->update([
                 'klaster_id' => $centroidToKlaster[$item->temp_klaster],
@@ -202,12 +224,12 @@ public function hitungKMeansCuranmor()
 
         // Format centroid awal
         $centroidAwalFormatted = collect($centroidAwal)->values()->map(function ($item, $index) {
-            return ['C' . ($index + 1) => $item['C']];
+            return ['C' . ($index + 1) => round($item['C'], 2)];
         });
 
         // Format centroid akhir
         $centroidAkhirFormatted = $centroids->values()->map(function ($item, $index) {
-            return ['C' . ($index + 1) => $item['C']];
+            return ['C' . ($index + 1) => round($item['C'], 2)];
         });
 
         return [
@@ -217,92 +239,93 @@ public function hitungKMeansCuranmor()
         ];
     }
 
+
     public function SSEElbowCuranmor()
     {
         $data = Curanmor::select('id', 'jumlah_curanmor')->get();
-        $maxK = 10;
+        $maxK = 15;
         $maxIterasi = 100;
         $elbowData = [];
 
         $min = $data->min('jumlah_curanmor');
         $max = $data->max('jumlah_curanmor');
 
-        // Loop untuk setiap nilai k dari 2 hingga maxK
+        // Normalisasi jumlah_curanmor
+        $normalizedData = $data->map(function ($item) use ($min, $max) {
+            $item->normalized = ($max - $min) == 0 ? 0 : round(($item->jumlah_curanmor - $min) / ($max - $min), 2);
+            return $item;
+        });
+
         for ($k = 2; $k <= $maxK; $k++) {
             $usedValues = [];
             $centroids = collect();
 
+            // Inisialisasi centroid secara acak dari nilai 0 sampai 1 dengan 2 desimal
             while ($centroids->count() < $k) {
-                $randVal = mt_rand($min, $max);
+                $randVal = round(mt_rand(0, 10000) / 10000, 2); // 2 angka desimal
                 if (!in_array($randVal, $usedValues)) {
-                    $centroids->push(['jumlah_curanmor' => $randVal]);
+                    $centroids->push(['normalized' => $randVal]);
                     $usedValues[] = $randVal;
                 }
             }
 
-
             $prevAssignment = [];
 
             for ($iter = 0; $iter < $maxIterasi; $iter++) {
                 $clustered = [];
                 $currentAssignment = [];
 
-                foreach ($data as $item) {
+                foreach ($normalizedData as $item) {
                     $jarak = [];
 
-                    // Hitung jarak antara data dan setiap centroid
                     foreach ($centroids as $idx => $centroid) {
-                        $dist = abs($item->jumlah_curanmor - $centroid['jumlah_curanmor']);
+                        $dist = abs($item->normalized - $centroid['normalized']);
                         $jarak[$idx] = $dist;
                     }
 
-                    // Tentukan cluster dengan jarak terdekat
                     $minIndex = array_keys($jarak, min($jarak))[0];
                     $clustered[$minIndex][] = $item;
                     $currentAssignment[$item->id] = $minIndex;
                 }
 
-                // Jika tidak ada perubahan cluster, break
                 if ($currentAssignment === $prevAssignment) {
                     break;
                 }
 
                 $prevAssignment = $currentAssignment;
 
-                // Update centroid dengan rata-rata cluster
                 foreach ($clustered as $key => $group) {
-                    $avg = collect($group)->avg('jumlah_curanmor');
+                    $avg = round(collect($group)->avg('normalized'), 2); // 2 angka desimal
                     $centroids = $centroids->map(function ($centroid, $idx) use ($key, $avg) {
                         return $idx == $key
-                            ? ['jumlah_curanmor' => $avg]
+                            ? ['normalized' => $avg]
                             : $centroid;
                     });
                 }
             }
 
-            // Hitung SSE (Sum of Squared Errors)
+            // Hitung SSE
             $sse = 0;
             foreach ($clustered as $key => $group) {
-                $centroidVal = $centroids[$key]['jumlah_curanmor'];
+                $centroidVal = $centroids[$key]['normalized'];
                 foreach ($group as $item) {
-                    $sse += pow($item->jumlah_curanmor - $centroidVal, 2);
+                    $sse += pow($item->normalized - $centroidVal, 2);
                 }
             }
 
-            // Simpan SSE untuk nilai k
             $elbowData[] = [
                 'k' => $k,
-                'sse' => round($sse, 4)
+                'sse' => round($sse, 2) // 2 angka desimal
             ];
         }
 
-        // Simpan hasil SSE untuk setiap k ke file JSON
         file_put_contents(
             storage_path('app/public/sse_elbow_curanmor.json'),
             json_encode($elbowData, JSON_PRETTY_PRINT)
         );
     }
 
+
     public function SSEElbowCuras()
     {
         $data = Curas::select('id', 'jumlah_curas')->get();
@@ -313,82 +336,84 @@ public function SSEElbowCuras()
         $min = $data->min('jumlah_curas');
         $max = $data->max('jumlah_curas');
 
-        // Loop untuk setiap nilai k dari 2 hingga maxK
+        // Normalisasi nilai jumlah_curas
+        $normalizedData = $data->map(function ($item) use ($min, $max) {
+            $item->normalized = ($max - $min) == 0 ? 0 : round(($item->jumlah_curas - $min) / ($max - $min), 2);
+            return $item;
+        });
+
         for ($k = 2; $k <= $maxK; $k++) {
             $usedValues = [];
             $centroids = collect();
 
+            // Inisialisasi centroid secara acak dari nilai 0 sampai 1 dengan 2 desimal
             while ($centroids->count() < $k) {
-                $randVal = mt_rand($min, $max);
+                $randVal = round(mt_rand(0, 10000) / 10000, 2); // 0.00 - 1.00
                 if (!in_array($randVal, $usedValues)) {
-                    $centroids->push(['jumlah_curas' => $randVal]);
+                    $centroids->push(['normalized' => $randVal]);
                     $usedValues[] = $randVal;
                 }
             }
 
-
             $prevAssignment = [];
 
             for ($iter = 0; $iter < $maxIterasi; $iter++) {
                 $clustered = [];
                 $currentAssignment = [];
 
-                foreach ($data as $item) {
+                foreach ($normalizedData as $item) {
                     $jarak = [];
 
-                    // Hitung jarak antara data dan setiap centroid
+                    // Hitung jarak absolut (Manhattan Distance)
                     foreach ($centroids as $idx => $centroid) {
-                        $dist = abs($item->jumlah_curas - $centroid['jumlah_curas']);
+                        $dist = abs($item->normalized - $centroid['normalized']);
                         $jarak[$idx] = $dist;
                     }
 
-                    // Tentukan cluster dengan jarak terdekat
                     $minIndex = array_keys($jarak, min($jarak))[0];
                     $clustered[$minIndex][] = $item;
                     $currentAssignment[$item->id] = $minIndex;
                 }
 
-                // Jika tidak ada perubahan cluster, break
                 if ($currentAssignment === $prevAssignment) {
                     break;
                 }
 
                 $prevAssignment = $currentAssignment;
 
-                // Update centroid dengan rata-rata cluster
+                // Update centroid
                 foreach ($clustered as $key => $group) {
-                    $avg = collect($group)->avg('jumlah_curas');
+                    $avg = round(collect($group)->avg('normalized'), 2);
                     $centroids = $centroids->map(function ($centroid, $idx) use ($key, $avg) {
                         return $idx == $key
-                            ? ['jumlah_curas' => $avg]
+                            ? ['normalized' => $avg]
                             : $centroid;
                     });
                 }
             }
 
-            // Hitung SSE (Sum of Squared Errors)
+            // Hitung SSE
             $sse = 0;
             foreach ($clustered as $key => $group) {
-                $centroidVal = $centroids[$key]['jumlah_curas'];
+                $centroidVal = $centroids[$key]['normalized'];
                 foreach ($group as $item) {
-                    $sse += pow($item->jumlah_curas - $centroidVal, 2);
+                    $sse += pow($item->normalized - $centroidVal, 2);
                 }
             }
 
-            // Simpan SSE untuk nilai k
             $elbowData[] = [
                 'k' => $k,
-                'sse' => round($sse, 4)
+                'sse' => round($sse, 2) // dibulatkan ke 2 desimal
             ];
         }
 
-        // Simpan hasil SSE untuk setiap k ke file JSON
         file_put_contents(
             storage_path('app/public/sse_elbow_curas.json'),
             json_encode($elbowData, JSON_PRETTY_PRINT)
         );
     }
 
+
     public function hitungDBSCANManual()
     {
         $eps = 1.5; // Jarak maksimum antar titik

resources/views/admin/dashboardListKecamatan.blade.php

@@ -10,7 +10,7 @@
                          Kabupaten Probolinggo. </p>
                     </div>
                     
-                    <a href="/dashboard/kecamatan/create" class="btn btn-primary add-list"><i class="las la-plus mr-3"></i>Tambah Kecamatan</a>
+                    {{-- <a href="/dashboard/kecamatan/create" class="btn btn-primary add-list"><i class="las la-plus mr-3"></i>Tambah Kecamatan</a> --}}
                 </div>
                 @if (session()->has('succes'))
                     <div class="alert alert-success" role="alert">
@@ -36,7 +36,7 @@
                             </th>
                             <th>No</th>
                             <th class="text-center">Nama Kecamatan</th>
-                            <th>Action</th>
+                            {{-- <th>Action</th> --}}
                         </tr>
                     </thead>
                     @foreach ( $kecamatans as $kecamatan )
@@ -50,7 +50,7 @@
                             </td>
                             <td>{{ $kecamatan -> id }}</td>
                             <td>{{ $kecamatan -> nama_kecamatan }}</td>
-                            <td class="text-center">
+                            {{-- <td class="text-center">
                                 <div class="d-flex align-items-center list-action">
                                     <a class="badge bg-success mr-2" data-toggle="tooltip" data-placement="top" title="" 
                                         href="/dashboard/kecamatan/{{ $kecamatan ->id}}/edit"><i class="ri-pencil-line mr-0"></i></a>
@@ -61,7 +61,7 @@
                                         
                                     </form>
                                 </div>
-                            </td>
+                            </td> --}}
                         </tr>
                     </tbody>
                     @endforeach

resources/views/admin/dashboardListKlaster.blade.php

@@ -9,7 +9,6 @@
                         <p class="mb-0">Berikut merupakan data Klaster atau Kategori yang dijadikan sebagai acuan pemetaan.<br>
                          Ingat dalam pengisian data klaster, kategori aman atau rendah dimulai dari id 1</p>
                     </div>
-                    <a href="/dashboard/klaster/create" class="btn btn-primary add-list"><i class="las la-plus mr-3"></i>Tambah Klaster</a>
                 </div>
             </div>
             @if (session()->has('succes'))
@@ -36,7 +35,7 @@
                             <th>id</th>
                             <th>Nama Klaster</th>
                             <th>Warna</th>
-                            <th>Action</th>
+                            {{-- <th>Action</th> --}}
                         </tr>
                     </thead>
                     @foreach ( $klasters as $klaster )
@@ -51,7 +50,7 @@
                             <td>{{ $klaster -> id }}</td>
                             <td>{{ $klaster -> nama_klaster }}</td>
                             <td style="background-color: {{ $klaster->warna }}" >{{ $klaster -> warna }}</td>
-                            <td>
+                            {{-- <td>
                                 <div class="d-flex align-items-center list-action">
                                     <a class="badge bg-success mr-2" data-toggle="tooltip" data-placement="top" title="" 
                                         href="/dashboard/klaster/{{ $klaster->id }}/edit"><i class="ri-pencil-line mr-0"></i></a>
@@ -62,7 +61,7 @@
                                             
                                         </form>
                                 </div>
-                            </td>
+                            </td> --}}
                         </tr>
                     </tbody>
                     @endforeach

resources/views/components/layoutAdmin.blade.php

@@ -56,7 +56,21 @@
                               <span class="ml-4">Dashboard</span>
                           </a>
                     </li>
-                    <li class=" {{ Request::is('dashboard/kecamatan')||Request::is('dashboard/kecamatan/create') ? 'active' : '' }}">
+                    <li class="{{ Request::is('dashboard/kecamatan') ? 'active' : '' }}">
+                          <a href="/dashboard/kecamatan" class="svg-icon">                        
+                              <svg width="20" height="20" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><g id="SVGRepo_bgCarrier" stroke-width="0"></g><g id="SVGRepo_tracerCarrier" stroke-linecap="round" stroke-linejoin="round"></g><g id="SVGRepo_iconCarrier"> <path d="M5.875 12.5729C5.30847 11.2498 5 9.84107 5 8.51463C5 4.9167 8.13401 2 12 2C15.866 2 19 4.9167 19 8.51463C19 12.0844 16.7658 16.2499 13.2801 17.7396C12.4675 18.0868 11.5325 18.0868 10.7199 17.7396C9.60664 17.2638 8.62102 16.5151 7.79508 15.6" stroke="#676e8a" stroke-width="1.9200000000000004" stroke-linecap="round"></path> <path d="M14 9C14 10.1046 13.1046 11 12 11C10.8954 11 10 10.1046 10 9C10 7.89543 10.8954 7 12 7C13.1046 7 14 7.89543 14 9Z" stroke="#676e8a" stroke-width="1.9200000000000004"></path> <path d="M20.9605 15.5C21.6259 16.1025 22 16.7816 22 17.5C22 18.4251 21.3797 19.285 20.3161 20M3.03947 15.5C2.37412 16.1025 2 16.7816 2 17.5C2 19.9853 6.47715 22 12 22C13.6529 22 15.2122 21.8195 16.5858 21.5" stroke="#676e8a" stroke-width="1.9200000000000004" stroke-linecap="round"></path> </g></svg>
+                              <span class="ml-4">Kecamatan</span>
+                          </a>
+                    </li>
+                    <li class="{{ Request::is('dashboard/klaster') ? 'active' : '' }}">
+                          <a href="/dashboard/klaster" class="svg-icon">                        
+                              <svg class="svg-icon" id="p-dash4" width="20" height="20" xmlns="http://www.w3.org/   2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
+                                <path d="M21.21 15.89A10 10 0 1 1 8 2.83"></path><path d="M22 12A10 10 0 0 0 12 2v10z"></path>
+                                </svg>
+                              <span class="ml-4">Klaster</span>
+                          </a>
+                    </li> 
+                    {{-- <li class=" {{ Request::is('dashboard/kecamatan')||Request::is('dashboard/kecamatan/create') ? 'active' : '' }}">
                           <a href="#product" class="collapsed" data-toggle="collapse" aria-expanded="false">
                                 <svg width="20" height="20" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><g id="SVGRepo_bgCarrier" stroke-width="0"></g><g id="SVGRepo_tracerCarrier" stroke-linecap="round" stroke-linejoin="round"></g><g id="SVGRepo_iconCarrier"> <path d="M5.875 12.5729C5.30847 11.2498 5 9.84107 5 8.51463C5 4.9167 8.13401 2 12 2C15.866 2 19 4.9167 19 8.51463C19 12.0844 16.7658 16.2499 13.2801 17.7396C12.4675 18.0868 11.5325 18.0868 10.7199 17.7396C9.60664 17.2638 8.62102 16.5151 7.79508 15.6" stroke="#676e8a" stroke-width="1.9200000000000004" stroke-linecap="round"></path> <path d="M14 9C14 10.1046 13.1046 11 12 11C10.8954 11 10 10.1046 10 9C10 7.89543 10.8954 7 12 7C13.1046 7 14 7.89543 14 9Z" stroke="#676e8a" stroke-width="1.9200000000000004"></path> <path d="M20.9605 15.5C21.6259 16.1025 22 16.7816 22 17.5C22 18.4251 21.3797 19.285 20.3161 20M3.03947 15.5C2.37412 16.1025 2 16.7816 2 17.5C2 19.9853 6.47715 22 12 22C13.6529 22 15.2122 21.8195 16.5858 21.5" stroke="#676e8a" stroke-width="1.9200000000000004" stroke-linecap="round"></path> </g></svg>
                               <span class="ml-4">Kecamatan</span>
@@ -99,7 +113,7 @@
                                         </a>
                                 </li>
                         </ul>
-                    </li>
+                    </li> --}}
                     <li class=" {{ Request::is('dashboard/curas')||Request::is('dashboard/curas/create') ||Request::is('dashboard/curanmor/create') ||Request::is('dashboard/curanmor/create') ||Request::is('dashboard/detail-curas') ||Request::is('dashboard/detail-curanmor') ? 'active' : '' }}">
                         <a href="#people" class="collapsed" data-toggle="collapse" aria-expanded="false">
                             <svg class="svg-icon" id="p-dash8" width="20" height="20" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">