diff --git "a/examples.json" "b/examples.json"
--- "a/examples.json"
+++ "b/examples.json"
@@ -1,23234 +1,19362 @@
 {
-  "marketing": [
+  "equipment": [
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-      "text": "Social media management tools - $149.00"
+      "label": "equipment",
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-      "label": "marketing",
-      "text": "Content creation and copywriting - $1,500.00"
+      "label": "equipment",
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-      "label": "marketing",
-      "text": "Print advertising in industry magazine - $1,200.00"
+      "label": "equipment",
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-      "text": "Working lunch delivery for office meeting - $89.00"
+      "text": "Food truck lunch for employee appreciation $560"
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       "label": "meals",
-      "text": "Team lunch at local restaurant - $156.78"
+      "text": "Networking lunch at golf club restaurant $89"
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-      "text": "Breakfast during travel - $23.50"
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       "label": "office_supplies",
-      "text": "Whiteboards and markers for conference rooms - $156.78"
+      "text": "Portable label makers for shipping department 3 units $267"
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+      "text": "Zip ties and fasteners for cables $78"
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-      "text": "Equipment repair for copier machine - $345.00"
+      "text": "Office museum partnership program $2,300"
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+      "text": "Employee recognition awards and plaques $890"
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       "label": "travel",
-      "text": "Travel insurance for overseas trip - $89.99"
+      "text": "Delta Airlines ticket to sales conference in Atlanta $325"
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       "label": "travel",
-      "text": "Train ticket for commute to regional office - $87.50"
+      "text": "Toll expenses during rental car travel $28.50"
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       "label": "travel",
-      "text": "Marriott hotel stay for 3 nights during conference - $687.50"
+      "text": "Baymont Inn for reliable budget option $85"
     },
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-      "text": "Uber ride from airport to office - $45.20"
+      "text": "La Quinta Inn for budget conscious travel $79"
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       ],
       "label": "travel",
-      "text": "Rental car from Hertz for business trip - $234.00"
+      "text": "Business class upgrade for international flight to London $1,200"
     }
   ]
 }
\ No newline at end of file