Update app.py

app.py

@@ -221,7 +221,7 @@ def plot_sdg(df, title, pred_column, icons_folder='assets/icons/'):
         ),
         margin=dict(l=20, r=30, t=100, b=20),  # Increased right margin for icon
         height=600,
-        width=800, 
+        #width=800, 
         showlegend=False,
         template="simple_white",
         xaxis=dict(
@@ -264,7 +264,7 @@ def plot_sdg(df, title, pred_column, icons_folder='assets/icons/'):
 
 def save_figure_as_jpeg(fig, filename):
     """Saves the Plotly figure as a high-resolution JPEG."""
-    pio.write_image(fig, filename, format='jpeg', width=900, height=600, scale=6)
+    pio.write_image(fig, filename, format='jpeg', width=1200, height=600, scale=6)
 
 # Generate reports (page and sentence levels)
 def generate_page_report(df_pages, report_file_name):
@@ -540,11 +540,11 @@ def launch_interface():
 
             # Nested Tabs for Primary and Secondary SDGs
             with gr.Tabs():
-                with gr.TabItem("📊 Primary SDGs"):
+                with gr.TabItem("📊 Primary SDGs Graph"):
                     with gr.Row():
                         primary_page_plot = gr.Plot(label="📊 Primary SDGs [Page-Level]", scale=2)
                         gr.Markdown(
-                            "When the analysis is completed, the Primary SDGs bar graph on the left will show "+
+                            "When the analysis is done, the Primary SDGs bar graph on the left will show "+
                             "the percentage of pages that strongly align with each SDG. The icon for the most frequent "+
                             "SDG will be highlighted above the graph. Download the Page Predictions CVS for further details.",
                             label = "Note", container=True
@@ -556,11 +556,11 @@ def launch_interface():
                         page_docx = gr.File(label="📄 Download Page Report DOCX")
                         page_jpeg1 = gr.File(label="🖼️ Download Primary SDGs JPEG")
 
-                with gr.TabItem("📈 Secondary SDGs"):
+                with gr.TabItem("📈 Secondary SDGs Graph"):
                     with gr.Row():
                         secondary_page_plot = gr.Plot(label="📈 Secondary SDGs [Page-Level]", scale=2)
                         gr.Markdown(
-                            "When the analysis is completed, the Secondary SDGs bar graph on the left will show "+
+                            "When the analysis is done, the Secondary SDGs bar graph on the left will show "+
                             "SDGs that are not the primary focus of the pages analysed. These SDGs are second to the "+
                             "Primary SDGs. Download the Sentence Predictions CVS for further details",
                             label = "Note", container=True
@@ -588,11 +588,11 @@ def launch_interface():
 
             # Nested Tabs for Primary and Secondary SDGs
             with gr.Tabs():
-                with gr.TabItem("📊 Primary SDGs"):
+                with gr.TabItem("📊 Primary SDGs Graph"):
                     with gr.Row():
                         primary_sentence_plot = gr.Plot(label="📊 Primary SDGs [Sentence-Level]", scale=2)
                         gr.Markdown(
-                            "When the analysis is completed, the Primary SDGs bar graph on the left will show "+
+                            "When the analysis is done, the Primary SDGs bar graph on the left will show "+
                             "the percentage of sentences that strongly align with each SDG. The icon for the most frequent "+
                             "SDG will be highlighted above the graph. Download the Sentence Predictions CVS for further details.",
                             label = "Note", container=True
@@ -604,7 +604,7 @@ def launch_interface():
                         sentence_docx = gr.File(label="📄 Download Sentence Report DOCX")
                         sentence_jpeg1 = gr.File(label="🖼️ Download Primary SDGs JPEG")
 
-                with gr.TabItem("📈 Secondary SDGs"):
+                with gr.TabItem("📈 Secondary SDGs Graph"):
                     with gr.Row():
                         secondary_sentence_plot = gr.Plot(label="📈 Secondary SDGs [Sentence-Level]", scale=2)
                         gr.Markdown(