Update pages/EDA.py

pages/EDA.py

@@ -468,31 +468,28 @@ st.markdown("""
 
 
 
-st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> Rainfall vs. Crop</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='color: #2E86C1; font-size: 24px;'> Rainfall vs. Crop</h2>", unsafe_allow_html=True)
 fig, ax = plt.subplots(figsize=(5, 3))  # Reduced size
 sns.scatterplot(data=df, x="Rainfall", y="Crop", hue="Crop", palette="rainbow", legend=False, ax=ax,s=10)
 ax.set_xlabel("Rainfall (mm)", fontsize=6)  # Decreased label size
 ax.set_ylabel("Crop", fontsize=6)  # Decreased label size
-ax.set_title("Rainfall vs Crop Type", fontsize=9)  # Adjusted title size
 ax.tick_params(axis='x', labelsize=4)  # Decreased x-axis tick size
 ax.tick_params(axis='y', labelsize=5)  # Decreased y-axis tick size
 st.pyplot(fig)
 
-st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> Temperature vs. Humidity</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='color: #2E86C1; font-size: 24px;'> Temperature vs. Humidity</h2>", unsafe_allow_html=True)
 fig, ax = plt.subplots(figsize=(5, 3))  # Reduced size
 sns.scatterplot(data=df, x="Temperature", y="Humidity", alpha=0.6, color="blue", ax=ax,s=10)
 ax.set_xlabel("Temperature (°C)", fontsize=6)  # Decreased label size
 ax.set_ylabel("Humidity (%)", fontsize=6)  # Decreased label size
-ax.set_title("Temperature vs Humidity", fontsize=9)  # Adjusted title size
 ax.tick_params(axis='x', labelsize=5)  # Decreased x-axis tick size
 ax.tick_params(axis='y', labelsize=5)  # Decreased y-axis tick size
 st.pyplot(fig)
 
-st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> Correlation Heatmap of Soil & Climate Factors</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='color: #2E86C1; font-size: 24px;'> Correlation Heatmap of Soil & Climate Factors</h2>", unsafe_allow_html=True)
 corr_matrix = df[['Nitrogen', 'Phosphorus', 'Potassium', 'Temperature', 'Humidity', 'pH_Value', 'Rainfall']].corr()
 fig, ax = plt.subplots(figsize=(5, 3))  # Reduced size
 sns.heatmap(corr_matrix, annot=True, cmap="coolwarm", ax=ax, annot_kws={"size": 5})  # Reduced value size inside heatmap
-ax.set_title("Correlation Heatmap", fontsize=9)  # Adjusted title size
 ax.tick_params(axis='x', labelsize=5)  # Decreased x-axis tick size
 ax.tick_params(axis='y', labelsize=5)  # Decreased y-axis tick size
 st.pyplot(fig)