diff --git a/web/src/lib/components/layout/LeftSidebar.svelte b/web/src/lib/components/layout/LeftSidebar.svelte
index 41801f1..ebeba30 100644
--- a/web/src/lib/components/layout/LeftSidebar.svelte
+++ b/web/src/lib/components/layout/LeftSidebar.svelte
@@ -96,8 +96,8 @@
 	// sidebar only observes these — cross-folder is an O(disk) scan, so it
 	// stays enabled:false and the duplicates page populates it on first visit.
 	const stacksQuery = createQuery<DuplicateGroup[]>(() => ({
-		queryKey: ['duplicates'],
-		queryFn: listDuplicateGroups,
+		queryKey: ['duplicates', userBasePath()],
+		queryFn: () => listDuplicateGroups(userBasePath()),
 		enabled: isAuthenticated(),
 		staleTime: 60_000
 	}));
@@ -178,45 +178,13 @@
 		if (browser) localStorage.setItem(ROOT_OPEN_KEY, rootExpanded ? '1' : '0');
 	}
 
-	// Tags-submenu collapse state. Same dedicated-key pattern as `rootExpanded`
-	// above (keeping it out of `view.metadataSections`, which is reserved for
-	// the right-sidebar metadata panel). Defaults to collapsed so the sidebar
-	// doesn't grow on first paint.
-	const TAGS_OPEN_KEY = 'mule_tags_expanded';
-	let tagsExpanded = $state(loadTagsExpanded());
-	function loadTagsExpanded(): boolean {
-		if (!browser) return false;
-		const raw = localStorage.getItem(TAGS_OPEN_KEY);
-		return raw === '1';
-	}
-	function toggleTags() {
-		tagsExpanded = !tagsExpanded;
-		if (browser) localStorage.setItem(TAGS_OPEN_KEY, tagsExpanded ? '1' : '0');
-	}
-
-	// Review-submenu collapse state. Mirrors `tagsExpanded` so the Review
-	// row in Manage can expose the same set of tabs the /review page shows
-	// (cause groups + duplicates panels). Defaults to collapsed.
-	const REVIEW_OPEN_KEY = 'mule_review_expanded';
-	let reviewExpanded = $state(loadReviewExpanded());
-	function loadReviewExpanded(): boolean {
-		if (!browser) return false;
-		return localStorage.getItem(REVIEW_OPEN_KEY) === '1';
-	}
-	function toggleReview() {
-		reviewExpanded = !reviewExpanded;
-		if (browser) localStorage.setItem(REVIEW_OPEN_KEY, reviewExpanded ? '1' : '0');
-	}
-
 	// Cause-tab list is dynamic (only buckets with hits show up on /review),
-	// so the sidebar mirrors that by reusing the same query. Gated on
-	// `reviewExpanded` to avoid paying the /photos round-trip for users who
-	// never expand the section; the queryKey is shared with the /review page
-	// so visiting that route warms the cache for free.
+	// so the sidebar mirrors that by reusing the same query. The queryKey is
+	// shared with the /review page so visiting that route warms the cache for free.
 	const reviewGroupsQuery = createQuery<ReviewGroup[]>(() => ({
 		queryKey: ['review-groups'],
 		queryFn: listReviewGroups,
-		enabled: isAuthenticated() && reviewExpanded,
+		enabled: isAuthenticated(),
 		staleTime: 30_000
 	}));
 
@@ -732,65 +700,34 @@
 		{#each views as v (v.kind === 'section' ? `s:${v.id}` : `r:${v.href}`)}
 			{@render viewRow(v)}
 		{/each}
-		<!--
-			Tags expandable. Whole row is a toggle (chevron + label); there is
-			no landing page at /tags — selecting a sub-category is the only way
-			into a real view. Counts intentionally live in the TagsBrowserSidebar
-			(secondary sidebar) so this row stays a pure navigator.
-		-->
-		<button
-			type="button"
-			class="group flex h-[22px] w-full items-center rounded pr-2 text-left text-[12px] leading-tight hover:bg-accent"
-			style="padding-left: 4px;"
-			onclick={toggleTags}
-			title={tagsExpanded ? 'Collapse tags' : 'Expand tags'}
-			aria-expanded={tagsExpanded}
-		>
-			<span
-				class="flex h-[18px] w-5 items-center justify-center text-muted-foreground"
-			>
-				<ChevronRight
-					class="h-4 w-4 transition-transform duration-150 {tagsExpanded ? 'rotate-90' : ''}"
-				/>
-			</span>
-			<span class="flex min-w-0 flex-1 items-center pl-1">
-				<span class="truncate">Tags</span>
-			</span>
-		</button>
-		{#if tagsExpanded}
-			<!--
-				Notes lives alongside the tag categories — same indent and row
-				chrome — but routes to /notes rather than /tags/*. Tucked at
-				the top of the expandable so it's the first thing the user
-				sees when opening Tags.
-			-->
+		<!-- Notes -->
+		{#if true}
 			{@const notesActive = isNotesActive()}
 			<a
 				href="/notes"
-				class="flex h-[22px] items-center rounded pr-2 text-[12px] leading-tight hover:bg-accent"
+				class="flex h-[22px] items-center rounded pl-6 pr-2 text-[12px] leading-tight hover:bg-accent"
 				class:bg-primary={notesActive}
 				class:text-primary-foreground={notesActive}
 				class:hover:bg-primary={notesActive}
-				style="padding-left: 36px;"
 			>
 				<span class="truncate">Notes</span>
 			</a>
-			{#each TAG_CATEGORIES as cat (cat)}
-				{@const active = isTagCategoryActive(cat)}
-				<a
-					href={`/tags/${cat}`}
-					class="flex h-[22px] items-center rounded pr-2 text-[12px] leading-tight hover:bg-accent"
-					class:bg-primary={active}
-					class:text-primary-foreground={active}
-					class:hover:bg-primary={active}
-					style="padding-left: 36px;"
-					onmouseenter={cat === 'keywords' ? prefetchKeywords : undefined}
-					onfocus={cat === 'keywords' ? prefetchKeywords : undefined}
-				>
-					<span class="truncate">{TAG_CATEGORY_LABELS[cat]}</span>
-				</a>
-			{/each}
 		{/if}
+		<!-- Tag categories -->
+		{#each TAG_CATEGORIES as cat (cat)}
+			{@const active = isTagCategoryActive(cat)}
+			<a
+				href={`/tags/${cat}`}
+				class="flex h-[22px] items-center rounded pl-6 pr-2 text-[12px] leading-tight hover:bg-accent"
+				class:bg-primary={active}
+				class:text-primary-foreground={active}
+				class:hover:bg-primary={active}
+				onmouseenter={cat === 'keywords' ? prefetchKeywords : undefined}
+				onfocus={cat === 'keywords' ? prefetchKeywords : undefined}
+			>
+				<span class="truncate">{TAG_CATEGORY_LABELS[cat]}</span>
+			</a>
+		{/each}
 	</div>
 
 	<!-- Manage — curation flows that decide a photo's fate. Same
@@ -802,59 +739,28 @@
 				Manage
 			</span>
 		</div>
-		<!--
-			Review expandable. Mirrors the Tags affordance — pure toggle
-			with no landing page; the only way into a tab is to expand and
-			pick a subitem. Cause buckets are dynamic (only buckets with
-			hits show up); Stacks/Cross-folder are always present.
-		-->
-		<button
-			type="button"
-			class="group flex h-[22px] w-full items-center rounded pr-2 text-left text-[12px] leading-tight hover:bg-accent"
-			style="padding-left: 4px;"
-			onclick={toggleReview}
-			title={reviewExpanded ? 'Collapse review' : 'Expand review'}
-			aria-expanded={reviewExpanded}
-		>
-			<span
-				class="flex h-[18px] w-5 items-center justify-center text-muted-foreground"
+		<!-- Review tabs -->
+		{#each reviewTabs as t (t.id)}
+			{@const active = isReviewTabActive(t.id)}
+			<a
+				href={`/review?tab=${t.id}`}
+				class="flex h-[22px] items-center rounded pl-6 pr-2 text-[12px] leading-tight hover:bg-accent"
+				class:bg-primary={active}
+				class:text-primary-foreground={active}
+				class:hover:bg-primary={active}
 			>
-				<ChevronRight
-					class="h-4 w-4 transition-transform duration-150 {reviewExpanded ? 'rotate-90' : ''}"
-				/>
-			</span>
-			<span class="flex min-w-0 flex-1 items-center pl-1">
-				<span class="truncate">Review</span>
-			</span>
-		</button>
-		{#if reviewExpanded}
-			{#each reviewTabs as t (t.id)}
-				{@const active = isReviewTabActive(t.id)}
-				<a
-					href={`/review?tab=${t.id}`}
-					class="flex h-[22px] items-center rounded pr-2 text-[12px] leading-tight hover:bg-accent"
-					class:bg-primary={active}
-					class:text-primary-foreground={active}
-					class:hover:bg-primary={active}
-					style="padding-left: 36px;"
-				>
-					<span class="truncate">{t.label}</span>
-				</a>
-			{/each}
-			<!--
-				Hidden lives under Review since it's the resting place for
-				photos dismissed during review. Section-nav (not a ?tab=),
-				so it's a button that flips filters.section like the flat
-				Manage entries — just with the subitem indent.
-			-->
+				<span class="truncate">{t.label}</span>
+			</a>
+		{/each}
+		<!-- Hidden -->
+		{#if true}
 			{@const hiddenActive = isActive('hidden')}
 			<button
 				type="button"
-				class="flex h-[22px] w-full items-center rounded pr-2 text-left text-[12px] leading-tight hover:bg-accent"
+				class="flex h-[22px] w-full items-center rounded pl-6 pr-2 text-left text-[12px] leading-tight hover:bg-accent"
 				class:bg-primary={hiddenActive}
 				class:text-primary-foreground={hiddenActive}
 				class:hover:bg-primary={hiddenActive}
-				style="padding-left: 36px;"
 				onclick={() => navigateTo('hidden')}
 			>
 				<span class="truncate">Hidden</span>
diff --git a/web/src/lib/services/adapters/duplicates.ts b/web/src/lib/services/adapters/duplicates.ts
index 2638c10..8ba63fa 100644
--- a/web/src/lib/services/adapters/duplicates.ts
+++ b/web/src/lib/services/adapters/duplicates.ts
@@ -24,7 +24,7 @@ export interface DuplicateGroup {
 	bestFileUid: string;
 }
 
-export async function listDuplicateGroups(): Promise<DuplicateGroup[]> {
+export async function listDuplicateGroups(basePath?: string): Promise<DuplicateGroup[]> {
 	const photos = await listPhotos({
 		q: 'stack:true',
 		count: 200,
@@ -32,7 +32,16 @@ export async function listDuplicateGroups(): Promise<DuplicateGroup[]> {
 		order: 'newest'
 	});
 	return photos
-		.filter((p) => (p.Files?.length ?? 0) > 1)
+		.filter((p) => {
+			// Filter out photos not in the current user's base path
+			if (basePath) {
+				const photoPath = p.Path ?? '';
+				if (!photoPath.startsWith(basePath)) {
+					return false;
+				}
+			}
+			return (p.Files?.length ?? 0) > 1;
+		})
 		.map((p) => {
 			const files = p.Files ?? [];
 			const primary = files.find((f) => f.Primary) ?? files[0];
diff --git a/web/src/lib/services/photoprism.ts b/web/src/lib/services/photoprism.ts
index d104ea9..378acd0 100644
--- a/web/src/lib/services/photoprism.ts
+++ b/web/src/lib/services/photoprism.ts
@@ -589,6 +589,24 @@ export async function listGeo(q = ''): Promise<PpGeoCollection> {
 	const { data } = await http.get<PpGeoCollection>('/geo', {
 		params: { count: 50000, q: q || undefined }
 	});
+
+	// PhotoPrism's geo endpoint returns coordinates as [lat, lng] but GeoJSON
+	// (and MapLibre) expect [lng, lat]. Swap the coordinates in each feature.
+	if (data.features) {
+		for (const feature of data.features) {
+			if (feature.geometry.type === 'Point' && Array.isArray(feature.geometry.coordinates)) {
+				const [lat, lng] = feature.geometry.coordinates;
+				feature.geometry.coordinates = [lng, lat];
+			}
+		}
+	}
+
+	// Also swap bbox if present: [minLat, minLng, maxLat, maxLng] → [minLng, minLat, maxLng, maxLat]
+	if (data.bbox && data.bbox.length === 4) {
+		const [minLat, minLng, maxLat, maxLng] = data.bbox;
+		data.bbox = [minLng, minLat, maxLng, maxLat];
+	}
+
 	return data;
 }
 
diff --git a/web/src/routes/map/+page.svelte b/web/src/routes/map/+page.svelte
index ef08f1d..1a70c5f 100644
--- a/web/src/routes/map/+page.svelte
+++ b/web/src/routes/map/+page.svelte
@@ -9,15 +9,19 @@
 	import 'maplibre-gl/dist/maplibre-gl.css';
 	import { goto } from '$app/navigation';
 	import { listGeo, type PpGeoCollection, type PpGeoFeature } from '$lib/services/photoprism';
-	import { isAuthenticated, thumbUrl } from '$lib/stores/session.svelte';
+	import { isAuthenticated, thumbUrl, userBasePath } from '$lib/stores/session.svelte';
 	import { setAnchor, setFocused, setOrder } from '$lib/stores/selection.svelte';
 	import Toolbar from '$lib/components/layout/Toolbar.svelte';
 
-	const geoQuery = createQuery<PpGeoCollection>(() => ({
-		queryKey: ['geo'],
-		queryFn: () => listGeo(),
-		enabled: isAuthenticated()
-	}));
+	const geoQuery = createQuery<PpGeoCollection>(() => {
+		const bp = userBasePath();
+		const q = bp ? `path:${bp}*` : '';
+		return {
+			queryKey: ['geo', bp],
+			queryFn: () => listGeo(q),
+			enabled: isAuthenticated()
+		};
+	});
 
 	let mapEl: HTMLDivElement | undefined = $state();
 	let map: maplibregl.Map | undefined;
diff --git a/web/src/routes/review/+page.svelte b/web/src/routes/review/+page.svelte
index 98aa419..0f7c755 100644
--- a/web/src/routes/review/+page.svelte
+++ b/web/src/routes/review/+page.svelte
@@ -30,7 +30,7 @@
 		scanCrossFolderDuplicates,
 		type CrossFolderScanResult
 	} from '$lib/services/photoprism';
-	import { isAuthenticated } from '$lib/stores/session.svelte';
+	import { isAuthenticated, userBasePath } from '$lib/stores/session.svelte';
 	import { clearSelection, selection } from '$lib/stores/selection.svelte';
 	import { filters, setSection, type Section } from '$lib/stores/filters.svelte';
 	import {
@@ -85,8 +85,8 @@
 	// observes its cache (enabled:false) and DuplicatesView is what
 	// triggers the actual scan when its tab is active.
 	const stacksQuery = createQuery<DuplicateGroup[]>(() => ({
-		queryKey: ['duplicates'],
-		queryFn: listDuplicateGroups,
+		queryKey: ['duplicates', userBasePath()],
+		queryFn: () => listDuplicateGroups(userBasePath()),
 		enabled: isAuthenticated(),
 		staleTime: 30_000
 	}));