Update analytics_fetch_and_rendering.py

analytics_fetch_and_rendering.py

@@ -241,18 +241,29 @@ def plot_interaction_metrics(data):
     clicks_pp = [d["clicks_per_post"] for d in data]
     comment_share = [d["comment_share_of_engagement"] for d in data]
 
-    fig, ax = plt.subplots(figsize=(12, 6))
-    ax.plot(months, comments_pp, label="Comments/Post", marker="o", color="#1f77b4")
-    ax.plot(months, shares_pp, label="Shares/Post", marker="s", color="#ff7f0e")
-    ax.plot(months, clicks_pp, label="Clicks/Post", marker="^", color="#2ca02c")
-    ax.plot(months, comment_share, label="Comment Share of Engagement (%)", marker="x", linestyle="--", color="#d62728")
+    fig, axes = plt.subplots(nrows=4, ncols=1, figsize=(12, 10), sharex=True)
+    fig.suptitle("Post Interaction Metrics", fontsize=16)
 
-    ax.set(title="Post Interaction Metrics", xlabel="Month", ylabel="Values")
-    ax.tick_params(axis='x', rotation=45)
-    ax.legend()
-    plt.tight_layout()
-    return fig
+    axes[0].plot(months, comments_pp, marker="o", color="#1f77b4")
+    axes[0].set_ylabel("Comments/Post")
+    axes[0].grid(True)
 
+    axes[1].plot(months, shares_pp, marker="s", color="#ff7f0e")
+    axes[1].set_ylabel("Shares/Post")
+    axes[1].grid(True)
+
+    axes[2].plot(months, clicks_pp, marker="^", color="#2ca02c")
+    axes[2].set_ylabel("Clicks/Post")
+    axes[2].grid(True)
+
+    axes[3].plot(months, comment_share, marker="x", linestyle="--", color="#d62728")
+    axes[3].set_ylabel("Comment Share (%)")
+    axes[3].set_xlabel("Month")
+    axes[3].grid(True)
+
+    plt.xticks(rotation=45)
+    plt.tight_layout(rect=[0, 0, 1, 0.96])  # Leave space for suptitle
+    return fig
 
 
 def fetch_and_render_analytics(client_id, token):