Update pages/EDA.py

pages/EDA.py

@@ -81,7 +81,7 @@ st.markdown("""
 </div>
 """, unsafe_allow_html=True)
 
-st.markdown("<h2 style='text-align: left; color: #2E86C1;font-size: 23px;'>Crop Recommendation System - Feature Visualization</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='text-align: left; color: #D35400;font-size: 23px;'>Crop Recommendation System - Feature Visualization</h2>", unsafe_allow_html=True)
 # List of available visualizations
 visualizations = [
     "Nitrogen Requirement per Crop", 
@@ -125,6 +125,8 @@ def plot_feature(feature, title):
 
 
 
+
+
 crop_counts = df['Crop'].value_counts()
 explode = [0.1 if i == 0 else 0 for i in range(len(crop_counts))]
 
@@ -134,11 +136,11 @@ ax.pie(
     startangle=140, explode=explode, colors=sns.color_palette("rainbow", len(crop_counts)),
     textprops={'fontsize': 3}  # Decreased label size
 )
-ax.set_title("Proportion of Crops", fontsize=8)
+ax.set_title("Proportion of Crops", fontsize=3)
 st.pyplot(fig)
 
 # Above-Average Nutrient Requirement Crops
-st.markdown("<h2 style='text-align: left; color: #2E86C1;font-size: 23px;'>Crops that require above-average soil nutrients</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='text-align: left; color: #2E86C1;font-size: 24px;'>Crops that require above-average soil nutrients</h2>", unsafe_allow_html=True)
 
 # Calculate average nutrient levels
 avg_nitrogen = df['Nitrogen'].mean()
@@ -186,7 +188,7 @@ st.markdown("""
 """, unsafe_allow_html=True)
 
 # Below-Average Nutrient Requirement Crops
-st.markdown("<h2 style='text-align: left; color: #2E86C1;font-size: 23px;'>Crops that require below-average soil nutrients</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='text-align: left; color: #D35400;font-size: 23px;'>Crops that require below-average soil nutrients</h2>", unsafe_allow_html=True)
 
 # Plot: Crops in Nutrient-Poor Soil
 less_avg_of_soil_nutrients = df[
@@ -198,7 +200,7 @@ less_avg_of_soil_nutrients = df[
 plot_nutrient_crops(less_avg_of_soil_nutrients, "Crops Growing in Nutrient-Poor Soil")
 
 # Insights for Nutrient-Poor Crops
-st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'>Insights:</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='color: #D35400; font-size: 23px;'>Insights:</h2>", unsafe_allow_html=True)
 st.markdown("""
 <style>
     .insights-box {