diff --git a/app/Http/Controllers/Report/CategoryController.php b/app/Http/Controllers/Report/CategoryController.php
index 686cdc9760..b683171ae8 100644
--- a/app/Http/Controllers/Report/CategoryController.php
+++ b/app/Http/Controllers/Report/CategoryController.php
@@ -21,6 +21,7 @@ use FireflyIII\Models\Category;
 use FireflyIII\Repositories\Category\CategoryRepositoryInterface;
 use FireflyIII\Support\CacheProperties;
 use Illuminate\Support\Collection;
+use Log;
 use Navigation;
 
 /**
@@ -40,7 +41,16 @@ class CategoryController extends Controller
      */
     public function categoryPeriodReport(Carbon $start, Carbon $end, Collection $accounts)
     {
+        $cache = new CacheProperties;
+        $cache->addProperty($start);
+        $cache->addProperty($end);
+        $cache->addProperty('category-period-report');
+        $cache->addProperty($accounts->pluck('id')->toArray());
+        if ($cache->has()) {
+            Log::debug('Return report from cache');
 
+            return $cache->get();
+        }
         /** @var CategoryRepositoryInterface $repository */
         $repository = app(CategoryRepositoryInterface::class);
         $categories = $repository->getCategories();
@@ -50,6 +60,8 @@ class CategoryController extends Controller
 
         $result = view('reports.partials.category-period', compact('categories', 'periods', 'report'))->render();
 
+        $cache->store($result);
+
         return $result;
     }
 
@@ -90,23 +102,24 @@ class CategoryController extends Controller
      */
     private function filterCategoryPeriodReport(array $data): array
     {
-        foreach ($data as $key => $set) {
-            /**
-             * @var int   $categoryId
-             * @var array $set
-             */
-            foreach ($set as $categoryId => $info) {
+        /**
+         * @var string $type
+         * @var array  $report
+         */
+        foreach ($data as $type => $report) {
+            foreach ($report as $categoryId => $set) {
                 $sum = '0';
-                foreach ($info['entries'] as $amount) {
+                foreach ($set['entries'] as $amount) {
                     $sum = bcadd($amount, $sum);
                 }
-                $data[$key][$categoryId]['sum'] = $sum;
+                $data[$type][$categoryId]['sum'] = $sum;
                 if (bccomp('0', $sum) === 0) {
-                    unset($data[$key][$categoryId]);
+                    unset($data[$type][$categoryId]);
                 }
             }
         }
 
+
         return $data;
     }
 
diff --git a/resources/views/reports/partials/category-period.twig b/resources/views/reports/partials/category-period.twig
index 17368414ed..77ed5eddb8 100644
--- a/resources/views/reports/partials/category-period.twig
+++ b/resources/views/reports/partials/category-period.twig
@@ -19,42 +19,57 @@
     <tbody>
     {% for category in categories %}
         {% if report.income[category.id] or report.expense[category.id] %}
-        <tr>
-            <td data-value="{{ category.name }}">
-                <a title="{{ category.name }}" href="#" data-category="{{ category.id }}" class="category-chart-activate">{{ category.name }}</a>
-            </td>
+            <tr>
+                <td data-value="{{ category.name }}">
+                    <a title="{{ category.name }}" href="#" data-category="{{ category.id }}" class="category-chart-activate">{{ category.name }}</a>
+                </td>
 
-            {% for key, period in periods %}
-                {# income first #}
-                {% if(report.income[category.id].entries[key]) %}
-                    <td data-value="{{ report.income[category.id].entries[key] }}">
-                        {{ report.income[category.id].entries[key]|formatAmount }}
+                {% for key, period in periods %}
+                    {# income first #}
+                    {% if(report.income[category.id].entries[key]) %}
+                        <td data-value="{{ report.income[category.id].entries[key] }}">
+                            {{ report.income[category.id].entries[key]|formatAmount }}
+                        </td>
+                    {% else %}
+                        <td data-value="0">
+                            {{ 0|formatAmount }}
+                        </td>
+                    {% endif %}
+
+                    {# expenses #}
+                    {% if(report.expense[category.id].entries[key]) %}
+                        <td data-value="{{ report.expense[category.id].entries[key] }}">
+                            {{ report.expense[category.id].entries[key]|formatAmount }}
+                        </td>
+                    {% else %}
+                        <td data-value="0">
+                            {{ 0|formatAmount }}
+                        </td>
+                    {% endif %}
+                {% endfor %}
+
+                {# if sum of income, display: #}
+                {% if report.income[category.id].sum %}
+                    <td data-value="{{ report.income[category.id].sum }}">
+                        {{ report.income[category.id].sum }}
                     </td>
                 {% else %}
                     <td data-value="0">
                         {{ 0|formatAmount }}
                     </td>
                 {% endif %}
-
-                {# expenses #}
-                {% if(report.expense[category.id].entries[key]) %}
-                    <td data-value="{{ report.expense[category.id].entries[key] }}">
-                        {{ report.expense[category.id].entries[key]|formatAmount }}
+                {# if sum of expense, display: #}
+                {% if report.expense[category.id].sum %}
+                    <td data-value="{{ report.expense[category.id].sum }}">
+                        {{ report.expense[category.id].sum }}
                     </td>
                 {% else %}
                     <td data-value="0">
                         {{ 0|formatAmount }}
                     </td>
                 {% endif %}
-            {% endfor %}
-            <td data-value="{{ report.income[category.id].sum }}">
-                {{ report.income[category.id].sum|formatAmount }}
-            </td>
-            <td data-value="{{ report.expense[category.id].sum }}">
-                {{ report.expense[category.id].sum|formatAmount }}
-            </td>
-        </tr>
-    {% endif %}
+            </tr>
+        {% endif %}
     {% endfor %}
     </tbody>
 </table>
\ No newline at end of file