bug fix

app.py

@@ -98,9 +98,23 @@ temperature = st.slider('Change in Temperature', min_value=-10.0, max_value=10.0
 
 datepicker = st.date_input("Start of Forecast", datetime.date(2022, 12, 24), min_value=datetime.date(2022, 6, 26) + datetime.timedelta(days = 35), max_value=datetime.date(2023, 6, 26) - datetime.timedelta(days = 30))
 
-arr = np.random.normal(1, 1, size=100)
-fig, ax = plt.subplots()
-ax.hist(arr, bins=20)
+fig, axs = plt.subplots(2, 2, figsize=(8, 6))
+
+# Plot scatter plots for each group
+axs[0, 0].scatter(df.loc[df['Group'] == '4', 'Date'], df.loc[df['Group'] == '4', 'Sales'], color='red', marker='o')
+axs[0, 0].set_title('Article Group 1')
+
+axs[0, 1].scatter(df.loc[df['Group'] == '7', 'Date'], df.loc[df['Group'] == '7', 'Sales'], color='blue', marker='o')
+axs[0, 1].set_title('Article Group 2')
+
+axs[1, 0].scatter(df.loc[df['Group'] == '1', 'Date'], df.loc[df['Group'] == '1', 'Sales'], color='green', marker='o')
+axs[1, 0].set_title('Article Group 3')
+
+axs[1, 1].scatter(df.loc[df['Group'] == '6', 'Date'], df.loc[df['Group'] == '6', 'Sales'], color='yellow', marker='o')
+axs[1, 1].set_title('Article Group 4')
+
+# Adjust spacing between subplots
+plt.tight_layout()
 
 st.pyplot(fig)