Update pages/Recommendations.py

pages/Recommendations.py

@@ -5,21 +5,56 @@ import numpy as np
 df = pd.read_csv("https://huggingface.co/spaces/varshitha22/Crop_Recommendation/resolve/main/Crop_Recommendation.csv")
 
 st.markdown("<h2 style='color: #D35400; font-size: 23px;'> 🌱 Seasonal Crop Guide</h2>", unsafe_allow_html=True)
+
+# Define conditions for each season
 summer_conditions = (df["Temperature"].between(20, 40)) & (df["Rainfall"].between(50, 200)) & (df["Humidity"].between(40, 70))
 rainy_conditions = (df["Temperature"].between(20, 30)) & (df["Rainfall"] > 200) & (df["Humidity"].between(65, 95))
 winter_conditions = (df["Temperature"].between(10, 20)) & (df["Rainfall"] < 150) & (df["Humidity"].between(30, 70))
 
-# **Get Unique Crops for Each Season**
+# Get unique crops for each season
 summer_crops = df[summer_conditions]["Crop"].unique().tolist()
 rainy_crops = df[rainy_conditions]["Crop"].unique().tolist()
 winter_crops = df[winter_conditions]["Crop"].unique().tolist()
 
-# **Display Crop Recommendations**
-st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> ☀ Summer Crops</h2>", unsafe_allow_html=True)
+# Explanation Sections
+with st.expander("☀ Summer Season Conditions"):
+    st.write("""
+    - **Temperature:** 20°C to 40°C
+    - **Rainfall:** 50mm to 200mm
+    - **Humidity:** 40% to 70%
+    - **Why these crops?** Summer crops are chosen based on their tolerance to high temperatures and moderate water availability.
+    """)
+
+with st.expander("🌧 Rainy Season Conditions"):
+    st.write("""
+    - **Temperature:** 20°C to 30°C
+    - **Rainfall:** More than 200mm
+    - **Humidity:** 65% to 95%
+    - **Why these crops?** Rainy season crops thrive in high humidity and excess rainfall, requiring good drainage to prevent waterlogging.
+    """)
+
+with st.expander("❄ Winter Season Conditions"):
+    st.write("""
+    - **Temperature:** 10°C to 20°C
+    - **Rainfall:** Less than 150mm
+    - **Humidity:** 30% to 70%
+    - **Why these crops?** Winter crops grow best in cooler temperatures with minimal water requirements, making them ideal for this season.
+    """)
+
+# Display Crop Recommendations
+st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> ☀ Recommended Summer Crops</h2>", unsafe_allow_html=True)
 st.markdown(f"<p style='font-size: 20px; color: black;'>{', '.join(summer_crops) if summer_crops else 'No crops suitable for summer.'}</p>", unsafe_allow_html=True)
 
-st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> 🌧 Rainy Season Crops</h2>", unsafe_allow_html=True)
+st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> 🌧 Recommended Rainy Season Crops</h2>", unsafe_allow_html=True)
 st.markdown(f"<p style='font-size: 20px; color: black;'>{', '.join(rainy_crops) if rainy_crops else 'No crops suitable for the rainy season.'}</p>", unsafe_allow_html=True)
 
-st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> ❄ Winter Crops</h2>", unsafe_allow_html=True)
-st.markdown(f"<p style='font-size: 20px; color: black;'>{', '.join(winter_crops) if winter_crops else 'No crops suitable for winter.'}</p>", unsafe_allow_html=True)
+st.markdown("<h2 style='color: #2E86C1; font-size: 23px;'> ❄ Recommended Winter Crops</h2>", unsafe_allow_html=True)
+st.markdown(f"<p style='font-size: 20px; color: black;'>{', '.join(winter_crops) if winter_crops else 'No crops suitable for winter.'}</p>", unsafe_allow_html=True)
+
+# Additional Insights
+st.markdown("<h2 style='color: #27AE60; font-size: 23px;'> 📌 Key Takeaways</h2>", unsafe_allow_html=True)
+st.write("""
+- Crop selection is based on environmental factors such as temperature, rainfall, and humidity.
+- Proper soil management and irrigation play a crucial role in maximizing yield.
+- Selecting crops according to the season enhances productivity and sustainability in farming.
+""")