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Dockerfile

@@ -4,13 +4,11 @@ USER user
 ENV HOME=/home/user \
     PATH=/home/user/.local/bin:$PATH
 WORKDIR $HOME/app
-COPY --chown=user . $HOME/app
 # Run apt-get update and install as root
 USER root
 RUN apt-get update && apt-get install -y \
     build-essential \
     curl \
-    software-properties-common \
     git \
     && rm -rf /var/lib/apt/lists/*
 

app.py

@@ -34,7 +34,9 @@ def app():
     # Provide the details of the plots here
     plots = [
       {"title": "Top Selling Pizzas (by Quantity)", "x": "pizza_name_id", "y": "quantity", "top": 5},
-      {"title": "Quantity of Pizzas Sold by Category and Time of the Day","x": "pizza_category", "y": "quantity" , "hue": "time_of_day" , "estimator": "sum"}
+      {"title": "Quantity of Pizzas Sold by Category and Time of the Day","x": "pizza_category", "y": "quantity" , "hue": "time_of_day" , "estimator": "sum"},
+      {"title": "Quantity of Pizzas Sold by Category and Time of the Day","x": "pizza_size", "y": "quantity" , "hue": "time_of_day" , "estimator": "sum"},
+      {"title": "Monthly Revenue Trends by Pizza Category", "x": "order_month", "y": "total_price", "hue": "pizza_category", "estimator": "sum", "style": "pizza_category"},
     ]
 
     for plot in plots:
@@ -50,9 +52,11 @@ def app():
         plt.tight_layout()  # Adjust spacing so labels fit
 
       if  "Quantity of Pizzas" in plot["title"]:
-         sns.barplot(data=df, x=plot["x"], y=plot["y"], hue=plot["hue"], estimator=plot["estimator"] errorbar=None)
-         plt.legend(bbox_to_anchor=(1,1));
+         sns.barplot(data=df, x=plot["x"], y=plot["y"], hue=plot["hue"], estimator=plot["estimator"], errorbar=None , ax=ax)
 
+      if "Monthly Revenue" in plot["title"]:
+         sns.lineplot(data=df, x=plot["x"], y=plot["y"], hue=plot["hue"], estimator=plot["estimator"] , style=plot["style"] , errorbar=None, markers=True , ax=ax)  
+         plt.xticks(rotation=90);
 
       ax.set_xlabel(" ".join(plot["x"].split("_")).capitalize())
       if "y" in plot.keys():