feat: Add event clusters visualization with lake-like zones

- Add EventClustersLayer component with convex hull algorithm
- Clusters appear as organic shapes around member posts
- Only visible when Clusters filter is selected
- Add fetchEventClusters API function
- Update ContentFilters with cluster filter option
- Filter posts by cluster membership when filter active

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

src/App.jsx

@@ -39,11 +39,11 @@ export default function App() {
   const [selectedPost, setSelectedPost] = useState(null);
 
   // Content filter (shared between map and sociowall) - persisted
-  // "all" | "links" | "video" | "image" | "text" | "live" | "event"
+  // "all" | "links" | "video" | "image" | "text" | "live" | "cluster"
   const [contentFilter, setContentFilter] = useState(() => {
     try {
       const saved = localStorage.getItem(CONTENT_FILTER_KEY);
-      if (saved && ["all", "links", "video", "image", "text", "live", "event"].includes(saved)) {
+      if (saved && ["all", "links", "video", "image", "text", "live", "cluster"].includes(saved)) {
         return saved;
       }
     } catch {}

src/api/client.js

@@ -1077,6 +1077,34 @@ export function getBrowserTimezone() {
   }
 }
 
+/**
+ * Fetch event clusters for map visualization
+ * Returns clusters with bounding boxes for impact zones
+ */
+export async function fetchEventClusters(params = {}) {
+  const qs = new URLSearchParams();
+
+  if (typeof params.minLat === "number") qs.set("min_lat", String(params.minLat));
+  if (typeof params.maxLat === "number") qs.set("max_lat", String(params.maxLat));
+  if (typeof params.minLon === "number") qs.set("min_lon", String(params.minLon));
+  if (typeof params.maxLon === "number") qs.set("max_lon", String(params.maxLon));
+  if (typeof params.minPosts === "number") qs.set("min_posts", String(params.minPosts));
+  if (typeof params.limit === "number") qs.set("limit", String(params.limit));
+
+  const url = `${apiBase()}/events?${qs.toString()}`;
+
+  try {
+    const data = await fetchJsonCached(url, { ttlMs: 30000 });
+    return {
+      clusters: Array.isArray(data?.clusters) ? data.clusters : [],
+      count: data?.count || 0,
+    };
+  } catch (err) {
+    console.warn("fetchEventClusters error:", err);
+    return { clusters: [], count: 0 };
+  }
+}
+
 // Weather API
 export async function fetchWeatherByCity(city) {
   const url = `${apiBase()}/weather?city=${encodeURIComponent(city)}`;

src/components/Filters/ContentFilters.css

@@ -69,8 +69,8 @@
   color: #ef4444;
 }
 
-.content-filter-btn.filter-event i {
+.content-filter-btn.filter-cluster i {
-  color: #f59e0b;
+  color: #a855f7;
 }
 
 /* Keep white icon when active */
@@ -99,9 +99,9 @@
   box-shadow: 0 2px 8px rgba(6, 182, 212, 0.4);
 }
 
-.content-filter-btn.filter-event.active {
+.content-filter-btn.filter-cluster.active {
-  background: linear-gradient(135deg, #f59e0b, #d97706);
+  background: linear-gradient(135deg, #a855f7, #9333ea);
-  box-shadow: 0 2px 8px rgba(245, 158, 11, 0.4);
+  box-shadow: 0 2px 8px rgba(168, 85, 247, 0.4);
 }
 
 /* Blue theme (default dark) */

src/components/Filters/ContentFilters.jsx

@@ -7,7 +7,7 @@ const FILTERS = [
   { key: "image", icon: "fa-solid fa-camera", label: "Photos" },
   { key: "text", icon: "fa-solid fa-pen-to-square", label: "Blogs" },
   { key: "live", icon: "fa-solid fa-tower-broadcast", label: "Live" },
-  { key: "event", icon: "fa-regular fa-calendar-days", label: "Events" },
+  { key: "cluster", icon: "fa-solid fa-draw-polygon", label: "Clusters" },
 ];
 
 export default function ContentFilters({ activeFilter, onFilterChange }) {
@@ -35,7 +35,6 @@ const KNOWN_CONTENT_TYPES = new Set([
   "camera", "live", "stream",
   "post", "text", "blog",
   "news",
-  "event",
   "weather", "traffic"
 ]);
 
@@ -66,8 +65,9 @@ export function matchesContentFilter(post, filter) {
     case "live":
       // Only live content: cameras (quebec511), live streams - NOT recorded videos
       return ct === "live" || ct === "stream" || ct === "camera";
-    case "event":
+    case "cluster":
-      return cat === "event" || cat === "events" || ct === "event";
+      // Clusters filter shows all posts - the cluster zones overlay them
+      return true;
     default:
       return true;
   }

src/components/Map/EventClustersLayer.jsx

@@ -0,0 +1,450 @@
+import { useEffect, useRef, useCallback } from "react";
+import { fetchEventClusters } from "../../api/client";
+
+const SOURCE_ID = "sw-event-clusters";
+const FILL_LAYER_ID = "sw-event-cluster-fill";
+const LINE_LAYER_ID = "sw-event-cluster-line";
+const LABEL_LAYER_ID = "sw-event-cluster-label";
+const CENTER_SOURCE_ID = "sw-event-cluster-centers";
+
+// Cross product of vectors OA and OB (O is origin)
+function cross(o, a, b) {
+  return (a[0] - o[0]) * (b[1] - o[1]) - (a[1] - o[1]) * (b[0] - o[0]);
+}
+
+// Convex hull using Andrew's monotone chain algorithm
+function convexHull(points) {
+  if (points.length < 3) return points;
+
+  // Sort by x, then by y
+  const sorted = [...points].sort((a, b) => a[0] - b[0] || a[1] - b[1]);
+
+  // Build lower hull
+  const lower = [];
+  for (const p of sorted) {
+    while (lower.length >= 2 && cross(lower[lower.length - 2], lower[lower.length - 1], p) <= 0) {
+      lower.pop();
+    }
+    lower.push(p);
+  }
+
+  // Build upper hull
+  const upper = [];
+  for (let i = sorted.length - 1; i >= 0; i--) {
+    const p = sorted[i];
+    while (upper.length >= 2 && cross(upper[upper.length - 2], upper[upper.length - 1], p) <= 0) {
+      upper.pop();
+    }
+    upper.push(p);
+  }
+
+  // Remove last point of each half (it's repeated)
+  lower.pop();
+  upper.pop();
+
+  return lower.concat(upper);
+}
+
+// Add buffer/padding around hull points and smooth corners
+function bufferHull(hull, padding) {
+  if (hull.length < 3) return hull;
+
+  const result = [];
+  const n = hull.length;
+
+  for (let i = 0; i < n; i++) {
+    const curr = hull[i];
+    const prev = hull[(i - 1 + n) % n];
+    const next = hull[(i + 1) % n];
+
+    // Direction vectors
+    const dx1 = curr[0] - prev[0];
+    const dy1 = curr[1] - prev[1];
+    const dx2 = next[0] - curr[0];
+    const dy2 = next[1] - curr[1];
+
+    // Normalize and get perpendicular (outward)
+    const len1 = Math.sqrt(dx1 * dx1 + dy1 * dy1) || 1;
+    const len2 = Math.sqrt(dx2 * dx2 + dy2 * dy2) || 1;
+
+    // Outward normal (average of the two edge normals)
+    const nx = (-dy1 / len1 - dy2 / len2) / 2;
+    const ny = (dx1 / len1 + dx2 / len2) / 2;
+    const nlen = Math.sqrt(nx * nx + ny * ny) || 1;
+
+    // Push vertex outward
+    const buffered = [
+      curr[0] + (nx / nlen) * padding,
+      curr[1] + (ny / nlen) * padding
+    ];
+
+    result.push(buffered);
+  }
+
+  return result;
+}
+
+// Smooth polygon by adding midpoints (Chaikin's algorithm - 1 iteration)
+function smoothPolygon(points) {
+  if (points.length < 3) return points;
+
+  const result = [];
+  const n = points.length;
+
+  for (let i = 0; i < n; i++) {
+    const curr = points[i];
+    const next = points[(i + 1) % n];
+
+    // Add point at 25% and 75% along each edge
+    result.push([
+      curr[0] * 0.75 + next[0] * 0.25,
+      curr[1] * 0.75 + next[1] * 0.25
+    ]);
+    result.push([
+      curr[0] * 0.25 + next[0] * 0.75,
+      curr[1] * 0.25 + next[1] * 0.75
+    ]);
+  }
+
+  return result;
+}
+
+// Create organic "lake" shape from cluster member posts
+function clusterToPolygon(cluster) {
+  const { id, title, post_count, member_posts, bounding_box } = cluster;
+
+  // Get valid points from member posts
+  let points = [];
+  if (member_posts && member_posts.length > 0) {
+    points = member_posts
+      .filter(p => p.lat && p.lon && p.lat !== 0 && p.lon !== 0)
+      .map(p => [p.lon, p.lat]);
+  }
+
+  // Fallback to bounding box center if no points
+  if (points.length === 0 && bounding_box) {
+    const { min_lat, max_lat, min_lon, max_lon } = bounding_box;
+    const centerLon = (min_lon + max_lon) / 2;
+    const centerLat = (min_lat + max_lat) / 2;
+    const radius = Math.max((max_lon - min_lon), (max_lat - min_lat)) / 2 || 0.02;
+
+    // Create a circle
+    for (let i = 0; i < 12; i++) {
+      const angle = (i / 12) * Math.PI * 2;
+      points.push([
+        centerLon + Math.cos(angle) * radius,
+        centerLat + Math.sin(angle) * radius * 0.7 // Squish for lat/lon ratio
+      ]);
+    }
+  }
+
+  if (points.length < 3) {
+    // Not enough points - create a small circle around cluster center
+    const centerLon = cluster.lon || (bounding_box ? (bounding_box.min_lon + bounding_box.max_lon) / 2 : 0);
+    const centerLat = cluster.lat || (bounding_box ? (bounding_box.min_lat + bounding_box.max_lat) / 2 : 0);
+    const radius = 0.02;
+
+    points = [];
+    for (let i = 0; i < 12; i++) {
+      const angle = (i / 12) * Math.PI * 2;
+      points.push([
+        centerLon + Math.cos(angle) * radius,
+        centerLat + Math.sin(angle) * radius * 0.7
+      ]);
+    }
+  }
+
+  // Compute convex hull
+  let hull = convexHull(points);
+
+  // Calculate padding based on spread of points
+  const lons = points.map(p => p[0]);
+  const lats = points.map(p => p[1]);
+  const lonSpread = Math.max(...lons) - Math.min(...lons);
+  const latSpread = Math.max(...lats) - Math.min(...lats);
+  const padding = Math.max(lonSpread, latSpread) * 0.15 + 0.005; // 15% + minimum
+
+  // Buffer the hull outward
+  hull = bufferHull(hull, padding);
+
+  // Smooth the polygon twice for organic look
+  hull = smoothPolygon(hull);
+  hull = smoothPolygon(hull);
+
+  // Close the ring
+  if (hull.length > 0) {
+    hull.push(hull[0]);
+  }
+
+  return {
+    type: "Feature",
+    id,
+    properties: {
+      id,
+      title,
+      post_count,
+    },
+    geometry: {
+      type: "Polygon",
+      coordinates: [hull],
+    },
+  };
+}
+
+// Create center points for labels
+function clusterToPoint(cluster) {
+  return {
+    type: "Feature",
+    properties: {
+      id: cluster.id,
+      title: cluster.title?.slice(0, 35) + (cluster.title?.length > 35 ? "..." : "") || "Cluster",
+      post_count: cluster.post_count,
+    },
+    geometry: {
+      type: "Point",
+      coordinates: [cluster.lon, cluster.lat],
+    },
+  };
+}
+
+/**
+ * EventClustersLayer - Renders news cluster impact zones on the map
+ */
+export default function EventClustersLayer({ map, enabled = true, onClusterClick, onClusterPostIds }) {
+  const clustersRef = useRef([]);
+  const initializedRef = useRef(false);
+  const fetchTimeoutRef = useRef(null);
+  const lastBoundsRef = useRef(null);
+
+  // Update GeoJSON data in existing sources
+  const updateData = useCallback(() => {
+    if (!map) return;
+    try {
+      const polygons = clustersRef.current
+        .filter(c => c.bounding_box || (c.member_posts && c.member_posts.length > 0))
+        .map(c => clusterToPolygon(c));
+
+      const points = clustersRef.current.map(clusterToPoint);
+
+      const polygonSource = map.getSource(SOURCE_ID);
+      if (polygonSource) {
+        polygonSource.setData({ type: "FeatureCollection", features: polygons });
+      }
+
+      const pointSource = map.getSource(CENTER_SOURCE_ID);
+      if (pointSource) {
+        pointSource.setData({ type: "FeatureCollection", features: points });
+      }
+    } catch (err) {
+      console.warn("EventClustersLayer updateData error:", err);
+    }
+  }, [map]);
+
+  // Fetch clusters from API
+  const doFetch = useCallback(async () => {
+    if (!map) return;
+    try {
+      const bounds = map.getBounds();
+      // Use less precision to avoid too frequent fetches, but still catch significant moves
+      const boundsKey = `${bounds.getWest().toFixed(0)},${bounds.getSouth().toFixed(0)},${bounds.getEast().toFixed(0)},${bounds.getNorth().toFixed(0)}`;
+
+      if (lastBoundsRef.current === boundsKey) return;
+      lastBoundsRef.current = boundsKey;
+
+      
+      const data = await fetchEventClusters({
+        minLat: bounds.getSouth(),
+        maxLat: bounds.getNorth(),
+        minLon: bounds.getWest(),
+        maxLon: bounds.getEast(),
+        minPosts: 2,
+        limit: 40,
+      });
+
+      clustersRef.current = data.clusters || [];
+      updateData();
+
+      // Report post IDs to parent
+      if (onClusterPostIds) {
+        const postIds = new Set();
+        for (const cluster of clustersRef.current) {
+          if (cluster.member_posts) {
+            for (const post of cluster.member_posts) {
+              postIds.add(post.id);
+            }
+          }
+        }
+        onClusterPostIds(postIds);
+      }
+    } catch (err) {
+      console.warn("EventClustersLayer fetch error:", err);
+    }
+  }, [map, updateData, onClusterPostIds]);
+
+  // Debounced fetch
+  const scheduleFetch = useCallback(() => {
+    if (fetchTimeoutRef.current) clearTimeout(fetchTimeoutRef.current);
+    fetchTimeoutRef.current = setTimeout(doFetch, 400);
+  }, [doFetch]);
+
+  // Initialize sources and layers once
+  useEffect(() => {
+    if (!map) return;
+
+    const init = () => {
+      if (initializedRef.current) return;
+
+      // Check if style is loaded
+      try {
+        if (!map.isStyleLoaded()) {
+          // Retry in 100ms
+          setTimeout(init, 100);
+          return;
+        }
+      } catch {
+        setTimeout(init, 100);
+        return;
+      }
+
+      if (map.getSource(SOURCE_ID)) {
+        initializedRef.current = true;
+        doFetch();
+        map.on("moveend", scheduleFetch);
+        return;
+      }
+
+      try {
+        // Sources
+        map.addSource(SOURCE_ID, {
+          type: "geojson",
+          data: { type: "FeatureCollection", features: [] },
+        });
+        map.addSource(CENTER_SOURCE_ID, {
+          type: "geojson",
+          data: { type: "FeatureCollection", features: [] },
+        });
+
+        // Fill layer - semi-transparent lake-like appearance (start hidden)
+        map.addLayer({
+          id: FILL_LAYER_ID,
+          type: "fill",
+          source: SOURCE_ID,
+          layout: {
+            "visibility": "none",
+          },
+          paint: {
+            "fill-color": [
+              "interpolate", ["linear"], ["get", "post_count"],
+              2, "#60a5fa",   // lighter blue
+              5, "#a78bfa",   // softer purple
+              10, "#f472b6",  // softer pink
+            ],
+            "fill-opacity": 0.35,
+          },
+        });
+
+        // Border line - subtle glow effect (start hidden)
+        map.addLayer({
+          id: LINE_LAYER_ID,
+          type: "line",
+          source: SOURCE_ID,
+          layout: {
+            "visibility": "none",
+          },
+          paint: {
+            "line-color": [
+              "interpolate", ["linear"], ["get", "post_count"],
+              2, "#93c5fd",   // even lighter for border
+              5, "#c4b5fd",
+              10, "#f9a8d4",
+            ],
+            "line-width": 2,
+            "line-blur": 1,
+          },
+        });
+
+        // Labels (start hidden)
+        map.addLayer({
+          id: LABEL_LAYER_ID,
+          type: "symbol",
+          source: CENTER_SOURCE_ID,
+          layout: {
+            "visibility": "none",
+            "text-field": ["concat", ["get", "title"], " (", ["to-string", ["get", "post_count"]], ")"],
+            "text-size": 14,
+            "text-font": ["Open Sans Bold", "Arial Unicode MS Bold"],
+            "text-anchor": "center",
+            "text-max-width": 15,
+            "text-allow-overlap": false,
+            "text-ignore-placement": false,
+          },
+          paint: {
+            "text-color": "#ffffff",
+            "text-halo-color": "#1e1b4b",
+            "text-halo-width": 2,
+            "text-halo-blur": 1,
+          },
+          minzoom: 3,
+        });
+
+        // Click handler
+        map.on("click", FILL_LAYER_ID, (e) => {
+          if (e.features?.length && onClusterClick) {
+            const id = e.features[0].properties?.id;
+            const cluster = clustersRef.current.find(c => c.id === id);
+            if (cluster) onClusterClick(cluster);
+          }
+        });
+
+        map.on("mouseenter", FILL_LAYER_ID, () => {
+          map.getCanvas().style.cursor = "pointer";
+        });
+        map.on("mouseleave", FILL_LAYER_ID, () => {
+          map.getCanvas().style.cursor = "";
+        });
+
+        initializedRef.current = true;
+
+        // Initial fetch only if enabled
+        if (enabled) {
+          doFetch();
+          // Show layers
+          map.setLayoutProperty(FILL_LAYER_ID, "visibility", "visible");
+          map.setLayoutProperty(LINE_LAYER_ID, "visibility", "visible");
+          map.setLayoutProperty(LABEL_LAYER_ID, "visibility", "visible");
+        }
+
+        // Fetch on map move
+        map.on("moveend", scheduleFetch);
+      } catch (err) {
+        console.warn("EventClustersLayer init error:", err);
+      }
+    };
+
+    // Start init - it will retry if style not loaded yet
+    init();
+
+    return () => {
+      if (fetchTimeoutRef.current) clearTimeout(fetchTimeoutRef.current);
+    };
+  }, [map, doFetch, scheduleFetch, onClusterClick, enabled]);
+
+  // Toggle visibility
+  useEffect(() => {
+    if (!map || !initializedRef.current) return;
+    try {
+      const vis = enabled ? "visible" : "none";
+      if (map.getLayer(FILL_LAYER_ID)) map.setLayoutProperty(FILL_LAYER_ID, "visibility", vis);
+      if (map.getLayer(LINE_LAYER_ID)) map.setLayoutProperty(LINE_LAYER_ID, "visibility", vis);
+      if (map.getLayer(LABEL_LAYER_ID)) map.setLayoutProperty(LABEL_LAYER_ID, "visibility", vis);
+
+      // Refetch when enabled
+      if (enabled) {
+        lastBoundsRef.current = null;
+        doFetch();
+      }
+    } catch {}
+  }, [map, enabled, doFetch]);
+
+  return null;
+}

src/components/Map/MapView.jsx

@@ -25,6 +25,7 @@ import UserProfile from "../Profile/UserProfile";
 import { fetchPostById, fetchPostByUrl } from "../../api/client";
 import { trackEvent } from "../../utils/analytics";
 import DayNightTerminator from "./DayNightTerminator";
+import EventClustersLayer from "./EventClustersLayer";
 
 const CONTENT_CREATOR_MODES = [
   {
@@ -287,6 +288,7 @@ export default function MapView({
   const [searchQuery, setSearchQuery] = useState("");
   const skipAutoZoomRef = useRef(false);
   const [clusterFocus, setClusterFocus] = useState(null);
+  const [clusterPostIds, setClusterPostIds] = useState(new Set());
   const [forceFullPostId, setForceFullPostId] = useState(null);
 
   // Profile state (selectedIsland is now passed from App.jsx)
@@ -544,6 +546,7 @@ export default function MapView({
       subFilter,
       subFilters,
       contentFilter,
+      clusterPostIds,
       timeHours,
       searchQuery,
       clusterFocus,
@@ -2059,6 +2062,25 @@ export default function MapView({
       <div className="map-stage" ref={stageRef}>
         <div ref={containerRef} className="map-container" />
         <DayNightTerminator map={mapRef.current} enabled={weatherViewEnabled} opacity={0.15} />
+        {viewParams.center && (
+          <EventClustersLayer
+            map={mapRef.current}
+            enabled={contentFilter === "cluster"}
+            onClusterPostIds={setClusterPostIds}
+            onClusterClick={(cluster) => {
+            // Pan to cluster and potentially show details
+            const map = mapRef.current;
+            if (map && cluster.bounding_box) {
+              const { min_lat, max_lat, min_lon, max_lon } = cluster.bounding_box;
+              map.fitBounds([[min_lon, min_lat], [max_lon, max_lat]], {
+                padding: 50,
+                maxZoom: 12,
+                duration: 800,
+              });
+            }
+          }}
+          />
+        )}
         {status && <div className="map-status">{status}</div>}
         {debugEnabled && (
           <>

src/components/Map/usePostsEngine.js

@@ -377,6 +377,7 @@ export function usePostsEngine({
   subFilter,
   subFilters = [],
   contentFilter = "all",
+  clusterPostIds = new Set(),
   timeHours,
   searchQuery,
   clusterFocus,
@@ -878,8 +879,16 @@ export function usePostsEngine({
       const isClusterFocus = !!(clustersEnabled && clusterIDs && clusterIDs.length > 0);
 
       return posts.filter((p) => {
-        // Apply content filter (links, video, image, live, event)
+        // Apply content filter (links, video, image, live, cluster)
-        if (!matchesContentFilter(p, contentFilter)) return false;
+        if (contentFilter === "cluster") {
+          // Only show posts that are part of clusters
+          const postId = getId(p);
+          if (!clusterPostIds || clusterPostIds.size === 0 || !clusterPostIds.has(postId)) {
+            return false;
+          }
+        } else if (!matchesContentFilter(p, contentFilter)) {
+          return false;
+        }
 
         // Apply time filter
         if (tf && tf > 0) {
@@ -905,7 +914,7 @@ export function usePostsEngine({
         return true;
       });
     },
-    [mainFilter, subFilter, contentFilter, searchQuery, clusterFocus, mainNewsOnly, clustersEnabled]
+    [mainFilter, subFilter, contentFilter, clusterPostIds, searchQuery, clusterFocus, mainNewsOnly, clustersEnabled]
   );
 
   const refreshVisibleAndMarkers = useCallback(
@@ -971,7 +980,7 @@ export function usePostsEngine({
   useEffect(() => {
     if (pendingFilterRef.current) return;
     refreshVisibleAndMarkers(timeHours);
-  }, [timeHours, mainFilter, subFilter, contentFilter, searchQuery, clusterFocus, refreshVisibleAndMarkers]);
+  }, [timeHours, mainFilter, subFilter, contentFilter, clusterPostIds, searchQuery, clusterFocus, refreshVisibleAndMarkers]);
 
   useEffect(() => {
     if (!clustersEnabled) return;
@@ -1117,14 +1126,14 @@ export function usePostsEngine({
 
         // Map contentFilter to content_type for API
         let contentTypeParam = undefined;
-        if (contentFilter && contentFilter !== "all") {
+        if (contentFilter && contentFilter !== "all" && contentFilter !== "cluster") {
           if (contentFilter === "live") contentTypeParam = "live,camera,stream";
           else if (contentFilter === "video") contentTypeParam = "video";
           else if (contentFilter === "image") contentTypeParam = "image";
           else if (contentFilter === "text") contentTypeParam = "post";
           else if (contentFilter === "links") contentTypeParam = "news";
-          else if (contentFilter === "event") contentTypeParam = "event";
         }
+        // For "cluster" filter, fetch all posts and filter client-side by clusterPostIds
 
         // Abort any previous in-flight request
         if (abortControllerRef.current) {