Update app.py

app.py

@@ -35,6 +35,10 @@ st.markdown(
     unsafe_allow_html=True
 )
 
+
+
+st.title("OntoLearner Benchmark – Ontology Metrics Dashboard")
+
 # Create a container at the top
 with st.container():
     st.markdown(
@@ -48,16 +52,13 @@ with st.container():
         }
         </style>
         <div class="logo-container">
-            <img src="https://raw.githubusercontent.com/sciknoworg/OntoLearner/main/images/logo.png" width="220">
+            <img src="https://raw.githubusercontent.com/sciknoworg/OntoLearner/main/images/logo.png" width="300">
         </div>
         """,
         unsafe_allow_html=True
     )
+    
 
-
-st.title("OntoLearner Benchmark – Ontology Metrics Dashboard")
-
-# st.markdown("---")
 # st.subheader("ℹ️ About OntoLearner")
 st.markdown(
     """
@@ -65,7 +66,7 @@ st.markdown(
     principles to generate OWL ontologies with high interpretability and consistency.
     """
 )
-
+st.markdown("---")
 # =====================
 # LOAD DATA
 # =====================
@@ -90,19 +91,22 @@ ax = sns.barplot(
     y="count",
     palette="viridis"
 )
+ax.set_xlabel("")
+ax.set_ylabel("")
+
 for i, row in domain_stats.iterrows():
     ax.text(
-        i, 
+        i,
         row["count"] + 0.02 * domain_stats["count"].max(),
-        f"{row['percentage']:.1f}%",
+        f"{row['count']}\n({row['percentage']:.1f}%)",
         ha="center",
-        fontsize=10,
-        fontweight="bold"
+        fontsize=9,
     )
-plt.title("Number and Percentage of Ontologies per Domain", fontsize=16)
-plt.xlabel("Domain", fontsize=14)
-plt.ylabel("Number of Ontologies", fontsize=14)
-plt.xticks(rotation=45, ha="right")
+    
+plt.title("Number and Percentage of Ontologies per Domain", fontsize=14)
+plt.xlabel("Domain", fontsize=12)
+plt.ylabel("Number of Ontologies", fontsize=12)
+plt.xticks(rotation=90, ha="right")
 plt.tight_layout()
 st.pyplot(fig)