.gitignore

@@ -9,4 +9,3 @@ dist/
 build/
 .pytest_cache/
 planning/
-dashboard.log

src/admin_analytics/dashboard/pages/about.py

@@ -20,7 +20,7 @@ All data is drawn from public, open-access sources:
 | Source | Publisher | What We Use | Coverage |
 |--------|-----------|-------------|----------|
 | **IPEDS** | U.S. Dept. of Education, NCES | Institutional directory, expenses by function, staffing by occupation, enrollment, endowment, philanthropic gifts | 2005-2024 |
-| **IRS Form 990** | Internal Revenue Service | Executive compensation (Schedule J), filing financials for UD and UD Research Foundation | Tax years 2015-2025 |
+| **IRS Form 990** | Internal Revenue Service | Executive compensation (Schedule J), filing financials for UD and UD Research Foundation | Tax years 2015-2023 |
 | **BLS CPI-U** | Bureau of Labor Statistics | Consumer Price Index for inflation adjustment (series CUUR0000SA0) | Full history |
 | **UD Staff Directories** | University of Delaware public web pages | Administrative office headcounts (College of Engineering line management, Provost's Office) | Current snapshot |
 
@@ -80,6 +80,6 @@ employees only (FTPT=2).
 
 ### License
 
-This project is released under the MIT License.
+This project is released under the MIT License. Copyright (c) 2026 Eric Furst.
         """),
     ], style={"maxWidth": "900px", "margin": "0 auto", "lineHeight": "1.6"})

src/admin_analytics/dashboard/pages/compensation.py

@@ -164,12 +164,12 @@ def layout(conn: duckdb.DuckDBPyConnection):
         ),
         html.Div(
             [
-                html.Div(dcc.Graph(id="comp-breakdown-chart", config={"displaylogo": False}), style={"flex": "1"}),
-                html.Div(dcc.Graph(figure=cpi_fig, config={"displaylogo": False}), style={"flex": "1"}),
+                html.Div(dcc.Graph(id="comp-breakdown-chart"), style={"flex": "1"}),
+                html.Div(dcc.Graph(figure=cpi_fig), style={"flex": "1"}),
             ],
             style={"display": "flex", "gap": "16px", "marginTop": "16px"},
         ),
-        dcc.Graph(figure=role_fig, config={"displaylogo": False}),
+        dcc.Graph(figure=role_fig),
     ])
 
 

src/admin_analytics/dashboard/pages/endowment.py

@@ -190,12 +190,12 @@ def layout(conn: duckdb.DuckDBPyConnection):
 
     charts = [
         kpi_row,
-        dcc.Graph(figure=value_fig, config={"displaylogo": False}),
-        dcc.Graph(figure=eps_fig, config={"displaylogo": False}),
-        dcc.Graph(figure=components_fig, config={"displaylogo": False}),
-        dcc.Graph(figure=rate_fig, config={"displaylogo": False}),
+        dcc.Graph(figure=value_fig),
+        dcc.Graph(figure=eps_fig),
+        dcc.Graph(figure=components_fig),
+        dcc.Graph(figure=rate_fig),
     ]
     if cio_df.height > 1:
-        charts.append(dcc.Graph(figure=cio_fig, config={"displaylogo": False}))
+        charts.append(dcc.Graph(figure=cio_fig))
 
     return html.Div(charts)

src/admin_analytics/dashboard/pages/headcount.py

@@ -107,10 +107,10 @@ def layout(conn: duckdb.DuckDBPyConnection):
         kpi_row,
         html.Div(
             [
-                html.Div(dcc.Graph(figure=unit_fig, config={"displaylogo": False}), style={"flex": "1"}),
-                html.Div(dcc.Graph(figure=pie_fig, config={"displaylogo": False}), style={"flex": "1"}),
+                html.Div(dcc.Graph(figure=unit_fig), style={"flex": "1"}),
+                html.Div(dcc.Graph(figure=pie_fig), style={"flex": "1"}),
             ],
             style={"display": "flex", "gap": "16px"},
         ),
-        dcc.Graph(figure=cat_fig, config={"displaylogo": False}),
+        dcc.Graph(figure=cat_fig),
     ])

src/admin_analytics/dashboard/pages/overview.py

@@ -156,12 +156,12 @@ def layout(conn: duckdb.DuckDBPyConnection):
 
     return html.Div([
         kpi_row,
-        dcc.Graph(figure=ratio_fig, config={"displaylogo": False}),
-        dcc.Graph(figure=breakdown_fig, config={"displaylogo": False}),
+        dcc.Graph(figure=ratio_fig),
+        dcc.Graph(figure=breakdown_fig),
         html.Div(
             [
-                html.Div(dcc.Graph(figure=aps_fig, config={"displaylogo": False}), style={"flex": "1"}),
-                html.Div(dcc.Graph(figure=afr_fig, config={"displaylogo": False}), style={"flex": "1"}),
+                html.Div(dcc.Graph(figure=aps_fig), style={"flex": "1"}),
+                html.Div(dcc.Graph(figure=afr_fig), style={"flex": "1"}),
             ],
             style={"display": "flex", "gap": "16px"},
         ),

src/admin_analytics/dashboard/pages/philanthropy.py

@@ -123,10 +123,10 @@ def layout(conn: duckdb.DuckDBPyConnection):
 
     charts = [
         kpi_row,
-        dcc.Graph(figure=gifts_fig, config={"displaylogo": False}),
-        dcc.Graph(figure=split_fig, config={"displaylogo": False}),
+        dcc.Graph(figure=gifts_fig),
+        dcc.Graph(figure=split_fig),
     ]
     if cvp_df.height > 1:
-        charts.append(dcc.Graph(figure=cvp_fig, config={"displaylogo": False}))
+        charts.append(dcc.Graph(figure=cvp_fig))
 
     return html.Div(charts)

src/admin_analytics/dashboard/pages/staffing.py

@@ -85,17 +85,17 @@ def layout(conn: duckdb.DuckDBPyConnection):
         ))
         growth_fig.add_hline(y=100, line_dash="dot", line_color="#ccc")
     growth_fig.update_layout(
-        title="Management Growth (Indexed, Base Year = 100)",
+        title="Management vs Faculty vs Enrollment Growth (Indexed, Base Year = 100)",
         xaxis_title="Year", yaxis_title="Index",
         template="plotly_white", height=380,
     )
 
     return html.Div([
-        dcc.Graph(figure=comp_fig, config={"displaylogo": False}),
+        dcc.Graph(figure=comp_fig),
         html.Div(
             [
-                html.Div(dcc.Graph(figure=ratio_fig, config={"displaylogo": False}), style={"flex": "1"}),
-                html.Div(dcc.Graph(figure=growth_fig, config={"displaylogo": False}), style={"flex": "1"}),
+                html.Div(dcc.Graph(figure=ratio_fig), style={"flex": "1"}),
+                html.Div(dcc.Graph(figure=growth_fig), style={"flex": "1"}),
             ],
             style={"display": "flex", "gap": "16px"},
         ),