Update Category-Icon-System with Kiosk category and re-classification data

Category-Icon-System.md

@@ -4,14 +4,15 @@ The Canteen Asset Tracker uses a category-based icon system to visually identify
 
 ## Category Map (main app `static/index.html`)
 
-| Category   | Icon | Color    |
+| Category   | Icon | Color    | Assets  |
-|------------|------|----------|
+|------------|------|----------|---------|
-| Bev        | 🥤   | #0a7ab5 |
+| Bev        | 🥤   | #0a7ab5 | 3,725   |
-| Snack      | 🍿   | #c97d0e |
+| Snack      | 🍿   | #c97d0e | 1,833   |
-| Food       | 🍔   | #e67e22 |
+| Kiosk      | 🏪   | #7c3aed | 1,100   |
-| Equipment  | 🔧   | #2c3e50 |
+| Appliances | 🔌   | #3b82f6 | 692     |
-| Appliances | 🔌   | #3b82f6 |
+| Equipment  | 🔧   | #2c3e50 | 188     |
-| Other      | 📦   | #6b7280 |
+| Other      | 📦   | #6b7280 | 14      |
+| Food       | 🍔   | #e67e22 | 8       |
 
 ## Fallback Logic (`categoryInfo()`)
 
@@ -45,10 +46,33 @@ Seed data (both `server.py` and `admin_server.py`):
 ```python
 ("Bev", "🥤"), ("Snack", "🍿"),
 ("Food", "🍔"), ("Equipment", "🔧"),
-("Appliances", "🔌"), ("Other", "📦"),
+("Appliances", "🔌"), ("Kiosk", "🏪"),
+("Other", "📦"),
 ```
 
+## Kiosk Category
+
+Assets from **365 Retail Markets**, **Panoptyc**, **Intuitivo**, **Smart Market**, and **Micro-Market** are categorized as **Kiosk** (🏪, purple `#7c3aed`). These are unattended retail kiosks and micro-markets — distinct from general Equipment.
+
+## Re-classification from "Other"
+
+Many assets that were stuck in "Other" were re-classified to proper categories:
+
+| Make              | Count | New Category | Reason                         |
+|-------------------|-------|-------------|--------------------------------|
+| CRANE / Crane     | 114   | Equipment   | Vending machines               |
+| Vendo             | 19    | Bev         | Beverage vending               |
+| Royal             | 18    | Bev         | Beverage vending               |
+| DN (Dixie Narco)  | 12    | Bev         | Beverage vending               |
+| USI               | 2     | Snack       | Snack vending                  |
+| Cold Snap etc.    | 3     | Appliances  | Cooling/refrigeration          |
+| Cafection etc.    | 4     | Bev         | Coffee/water                   |
+| De Jong Duke etc. | 11    | Equipment   | Vending equipment              |
+
+**Result:** "Other" dropped from 221 → 14 (only genuinely unknown items remain). Zero unmapped categories.
+
 ## History
 
+- **2026-06-01 (955e489):** Added Kiosk category (🏪). Re-classified 207 assets from "Other" to proper categories. Category Health now perfectly clean.
 - **2026-05-29 (f1a3bb9):** Cleaned CATEGORY_MAP (removed dead entries, fixed duplicates). Added `categoryInfo()` helper with proper unmapped fallback. Added detail view icons. Synced DB categories with real asset data.
 - **Admin d58834b:** Added Category Health dashboard widget.