diff --git a/frontend/src/pages/Stats.tsx b/frontend/src/pages/Stats.tsx
index 29a177c..3b6b21f 100644
--- a/frontend/src/pages/Stats.tsx
+++ b/frontend/src/pages/Stats.tsx
@@ -10,13 +10,18 @@ import {
   ResponsiveContainer
 } from "recharts";
 import WordCloud from "../stats/WordCloud";
+import ActivityHeatmap from "../stats/ActivityHeatmap";
+
 
 const StatPage = () => {
   const [data, setData] = useState([]);
   const [error, setError] = useState(null);
   const [loading, setLoading] = useState(true);
 
+  const [heatmapData, setHeatmapData] = useState([]);
+
   useEffect(() => {
+    // Posts per Day
     axios
       .get("http://localhost:5000/stats/posts_per_day")
       .then(res => {
@@ -27,6 +32,18 @@ const StatPage = () => {
         setError(err.response?.data?.error || "Failed to load data");
         setLoading(false);
       });
+
+      // Heatmap
+      axios
+      .get("http://localhost:5000/stats/heatmap")
+      .then(res => {
+        setHeatmapData(res.data);
+        setLoading(false);
+      })
+      .catch(err => {
+        setError(err.response?.data?.error || "Failed to load heatmap data");
+        setLoading(false);
+      });
   }, []);
 
   if (loading) return <p>Loading posts per day…</p>;
@@ -52,6 +69,10 @@ const StatPage = () => {
 
       <h2>Word Cloud</h2>
       <WordCloud />
+
+      <h2>Heatmap</h2>
+      <ActivityHeatmap data={heatmapData} />
+
     </div>
   );
 }
diff --git a/frontend/src/stats/ActivityHeatmap.tsx b/frontend/src/stats/ActivityHeatmap.tsx
new file mode 100644
index 0000000..38322e0
--- /dev/null
+++ b/frontend/src/stats/ActivityHeatmap.tsx
@@ -0,0 +1,65 @@
+import { ResponsiveHeatMap } from "@nivo/heatmap";
+
+type ApiRow = Record<string, number>;
+type ActivityHeatmapProps = {
+  data: ApiRow[];
+};
+
+type ChartPoint = {
+  x: string;
+  y: number;
+};
+
+type ChartSeries = {
+  id: string;
+  data: ChartPoint[];
+};
+
+const DAYS = [
+  "Monday",
+  "Tuesday",
+  "Wednesday",
+  "Thursday",
+  "Friday",
+  "Saturday",
+  "Sunday",
+];
+
+const hourLabel = (h: number) =>
+  `${h.toString().padStart(2, "0")}:00`;
+
+const convertWeeklyData = (dataset: ApiRow[]): ChartSeries[] => {
+  return dataset.map((dayData, index) => ({
+    id: DAYS[index] ?? `Day ${index + 1}`,
+    data: Object.entries(dayData)
+      .sort(([a], [b]) => Number(a) - Number(b)) // ensure 0 → 23
+      .map(([hour, value]) => ({
+        x: hourLabel(Number(hour)),
+        y: value,
+      })),
+  }));
+};
+
+
+const ActivityHeatmap = ({ data }: ActivityHeatmapProps) => {
+    const convertedData = convertWeeklyData(data);
+
+    return (
+            <ResponsiveHeatMap /* or HeatMap for fixed dimensions */
+                data={convertedData}
+                valueFormat=">-.2s"
+                axisTop={{ tickRotation: -90 }}
+                axisRight={{ legend: 'Weekday', legendOffset: 70 }}
+                axisLeft={{ legend: 'Weekday', legendOffset: -72 }}
+                colors={{
+                    type: 'diverging',
+                    scheme: 'red_yellow_blue',
+                    divergeAt: 0.3,
+                    minValue: 0,
+                    maxValue: 20
+                }}
+        />
+    )
+}
+
+export default ActivityHeatmap;
\ No newline at end of file