Update app.py

app.py

@@ -173,4 +173,56 @@ def process_data():
     ax.set_xlabel("Day", fontsize=16, fontproperties=custom_font)
     ax.set_ylabel("Negative Sentiment (0-1)", fontsize=16, fontproperties=custom_font)
     ax.set_xticks(np.arange(7))
-    ax.set_xticklabels(days_str, fontsize=14, fontproperties=custom_font)
+    ax.set_xticklabels(days_str, fontsize=14, fontproperties=custom_font)
+
+# Continue from previous app.py code
+
+    ax.set_yticklabels([f"{tick:.2f}" for tick in ax.get_yticks()], fontsize=14, fontproperties=custom_font)
+
+    ax.spines['top'].set_visible(False)
+    ax.spines['right'].set_visible(False)
+    ax.spines['left'].set_visible(False)
+    ax.spines['bottom'].set_visible(False)
+
+    ax.legend(fontsize=14, loc='upper right', prop=custom_font)
+    plt.tight_layout()
+
+    import io
+    import base64
+    buffer = io.BytesIO()
+    plt.savefig(buffer, format='png')
+    buffer.seek(0)
+    prediction_plot_base64 = base64.b64encode(buffer.getvalue()).decode()
+    plt.close(fig)
+
+def display_plot():
+    """Displays the plot in the Gradio interface."""
+    global prediction_plot_base64
+    if prediction_plot_base64:
+        return f'<img src="data:image/png;base64,{prediction_plot_base64}" alt="Prediction Plot">'
+    else:
+        return "Processing data..."
+
+# Initial data processing
+process_data()
+
+# Schedule daily refresh
+def run_daily():
+    process_data()
+    print("Data refreshed at:", datetime.datetime.now())
+
+schedule.every().day.at("00:00").do(run_daily)
+
+def run_schedule():
+    while True:
+        schedule.run_pending()
+        time.sleep(60)
+
+import threading
+thread = threading.Thread(target=run_schedule)
+thread.daemon = True
+thread.start()
+
+# Gradio Interface
+iface = gr.Interface(fn=display_plot, inputs=None, outputs="html")
+iface.launch()