Standard x-ticks for comparison plots

app.py

@@ -12,6 +12,7 @@ import seaborn as sns
 import matplotlib.pyplot as plt
 from datasets import load_dataset
 from scipy.special import expit
+from matplotlib.ticker import IndexLocator
 
 from hdinterval import HDI, HDInterval
 
@@ -151,6 +152,10 @@ class ComparisonPlotter(DataPlotter):
                    alpha=0.15,
                    color=color)
         ax.set_xlabel('Pr(M$_{1}$ \u003E M$_{2}$)')
+        for i in ('x', 'y'):
+            lim = getattr(ax, f'set_{i}lim')
+            lim(-0.01, 1.01)
+        ax.xaxis.set_major_locator(IndexLocator(0.1, 0))
 
         try:
             ci_mid = self.hdi.at(0.5)
@@ -163,6 +168,9 @@ class ComparisonPlotter(DataPlotter):
         except ArithmeticError:
             pass
 
+#
+#
+#
 class ComparisonMenu:
     def __init__(self, df, ci=95):
         self.df = df