diff --git a/src/db.jl b/src/db.jl
index 313e443..9b8b165 100644
--- a/src/db.jl
+++ b/src/db.jl
@@ -126,3 +126,52 @@ function cancel_schedule(db, schedule_id, new_caster_id)
         return e
     end
 end
+
+"""
+Load the entire schedule into a DataFrame
+"""
+function load_schedule_joined(db)
+    sql_select = """
+    SELECT s.id         AS id,
+           seg.n        AS title,
+           c.n          AS caster,
+           s.video_id   AS video_id,
+           s.view_count AS view_count,
+           m.val        AS mscale,
+           s.jst        AS jst
+      FROM schedule s
+           JOIN      segment seg ON seg.id = s.segment_id
+           LEFT JOIN caster  c   ON c.id   = s.caster_id
+           LEFT JOIN mscale  m   ON m.jst  = s.jst
+     ORDER BY jst DESC
+    """
+    return DBInterface.execute(db, sql_select) |> DataFrame
+end
+
+#=
+
+using WeatherNews
+using WeatherNews: API, DB
+using DataFrames
+using DataFramesMeta
+using SQLite
+using Statistics
+
+db = SQLite.DB("sql/wn.db")
+s = DB.load_schedule_joined(db)
+
+# Try finding the median instead of the average.
+rs = @chain s begin
+    @subset(:title .!= "au PAY")
+    dropmissing(:view_count)
+    dropmissing(:caster)
+    @select(:caster, :view_count)
+    @groupby(:caster)
+    @combine begin
+        :median_views = median(:view_count)
+        :average_views = mean(:view_count)
+    end
+    sort(:median_views, rev=true)
+end
+
+=#