Make CI range more explicit

app.py

@@ -41,7 +41,7 @@ def load(repo):
             .query(f'{parameter} == "alpha"')
             .drop(columns=parameter))
 
-def summarize(df, ci=0.95):
+def summarize(df, ci):
     def _aggregate(i, g):
         values = g['value']
         hdi = HDInterval(values)
@@ -115,11 +115,13 @@ class RankPlotter(DataPlotter):
     def y(self):
         return self.df[self._y]
 
-    def __init__(self, df, top=10):
-        view = rank(summarize(df), True, self._y)
+    def __init__(self, df, ci=0.95, top=10):
+        self.ci = ci
+        view = rank(summarize(df, self.ci), True, self._y)
         view = (view
                 .tail(top)
                 .sort_values(by=self._y, ascending=False))
+
         super().__init__(view)
 
     def draw(self, ax):
@@ -128,7 +130,10 @@ class RankPlotter(DataPlotter):
                   xmin=self.df['lower'],
                   xmax=self.df['upper'],
                   alpha=0.5)
-        ax.set_xlabel(ax.get_xlabel().title())
+        ax.set_xlabel('{} (with {:.0%} HDI)'.format(
+            ax.get_xlabel().title(),
+            self.ci,
+        ))
         ax.set_ylabel('')
         ax.set_yticks(self.y, self.df['model'])
 
@@ -240,7 +245,7 @@ class DocumentationReader:
 #
 #
 #
-def layout(tab):
+def layout(tab, ci=0.95):
     df = load(Path('jerome-white', tab.dataset))
     docs = DocumentationReader(Path('docs', t.docs))
 
@@ -249,12 +254,12 @@ def layout(tab):
             gr.Markdown(docs['readme'])
 
         with gr.Column():
-            plotter = RankPlotter(df)
+            plotter = RankPlotter(df, ci)
             gr.Plot(plotter.plot())
 
     with gr.Row():
-        view = rank(summarize(df), False)
-        columns = { x.name: f'HDI {x.name}' for x in fields(HDI) }
+        view = rank(summarize(df, ci), False)
+        columns = { x.name: f'{ci:.0%} HDI {x.name}' for x in fields(HDI) }
         for i in view.columns:
             columns.setdefault(i, i.title())
         view = (view