diff --git a/agenda/data.py b/agenda/data.py
index 7d9b0a3..c776c42 100644
--- a/agenda/data.py
+++ b/agenda/data.py
@@ -335,6 +335,9 @@ def busy_event(e: Event) -> bool:
     }:
         return False
 
+    if e.title in ("IA UK board meeting", "Mill Road Winter Fair"):
+        return False
+
     if e.name == "conference" and not e.going:
         return False
     if not e.title:
@@ -475,7 +478,9 @@ async def get_data(
     busy_events = [
         e
         for e in sorted(events, key=lambda e: e.as_date)
-        if e.as_date > today and e.as_date < next_year and busy_event(e)
+        if e.as_date > today
+        and e.as_date < (today + timedelta(days=365 * 2))
+        and busy_event(e)
     ]
 
     gaps = find_gaps(busy_events)