Update pages/EDA.py

pages/EDA.py

@@ -468,12 +468,12 @@ st.markdown("""
 
 
 
-st.markdown("<h2 style='color: #D35400; font-size: 23px;'> Rainfall vs. Crop</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> Rainfall vs. Crop</h2>", unsafe_allow_html=True)
 fig, ax = plt.subplots(figsize=(6, 4))  # Reduced size
 sns.scatterplot(data=df, x="Rainfall", y="Crop", hue="Crop", palette="rainbow", legend=False, ax=ax)
 ax.set_xlabel("Rainfall (mm)", fontsize=8)
 ax.set_ylabel("Crop", fontsize=8)
-ax.set_title("Rainfall vs Crop Type", fontsize=7)
+ax.set_title("Rainfall vs Crop Type", fontsize=5)
 st.pyplot(fig)
 
 st.markdown("<h2 style='color: #D35400; font-size: 23px;'> Temperature vs. Humidity</h2>", unsafe_allow_html=True)
@@ -481,14 +481,14 @@ fig, ax = plt.subplots(figsize=(6, 4))  # Reduced size
 sns.scatterplot(data=df, x="Temperature", y="Humidity", alpha=0.6, color="blue", ax=ax)
 ax.set_xlabel("Temperature (°C)", fontsize=8)
 ax.set_ylabel("Humidity (%)", fontsize=8)
-ax.set_title("Temperature vs Humidity", fontsize=7)
+ax.set_title("Temperature vs Humidity", fontsize=5)
 st.pyplot(fig)
 
-st.markdown("<h2 style='color: #D35400; font-size: 23px;'> Correlation Heatmap of Soil & Climate Factors</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> 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=(6, 4))  # Reduced size
 sns.heatmap(corr_matrix, annot=True, cmap="coolwarm", ax=ax)
-ax.set_title("Correlation Heatmap", fontsize=7)
+ax.set_title("Correlation Heatmap", fontsize=5)
 st.pyplot(fig)
 
 st.markdown("<h2 style='color: #D35400; font-size: 23px;'> 🌾 Crop Recommendations by Season</h2>", unsafe_allow_html=True)
@@ -503,11 +503,11 @@ rainy_crops = df[rainy_conditions]["Crop"].unique().tolist()
 winter_crops = df[winter_conditions]["Crop"].unique().tolist()
 
 # **Display Crop Recommendations**
-st.markdown("### ☀ Summer Crops")
+st.markdown("<h2 style='color: #2E86C1; font-size: 19px;'> ☀ Summer Crops</h2>", unsafe_allow_html=True)
 st.write(", ".join(summer_crops) if summer_crops else "No crops suitable for summer.")
 
-st.markdown("### 🌧 Rainy Season Crops")
+st.markdown("<h2 style='color: #2E86C1; font-size: 19px;'> 🌧 Rainy Season Crops</h2>", unsafe_allow_html=True)
 st.write(", ".join(rainy_crops) if rainy_crops else "No crops suitable for the rainy season.")
 
-st.markdown("### ❄ Winter Crops")
+st.markdown("<h2 style='color: #2E86C1; font-size: 19px;'> ❄ Winter Crops</h2>", unsafe_allow_html=True)
 st.write(", ".join(winter_crops) if winter_crops else "No crops suitable for winter.")