Create create_treatments_csv.py

create_treatments_csv.py

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+import pandas as pd
+
+def create_treatments_csv():
+    """
+    Creates a CSV file with crop disease treatments information.
+    """
+    # Define the data
+    data = {
+        'Crop': [
+            'Tomato', 'Tomato', 'Tomato', 'Tomato', 'Tomato', 'Tomato',
+            'Apple', 'Apple', 'Apple',
+            'Corn', 'Corn', 'Corn',
+            'Potato', 'Potato',
+            'Grape', 'Grape', 'Grape',
+            'Cherry', 
+            'Peach',
+            'Strawberry'
+        ],
+        'Disease': [
+            'Early Blight', 'Late Blight', 'Leaf Mold', 'Septoria Leaf Spot', 
+            'Bacterial Spot', 'Yellow Leaf Curl Virus',
+            'Apple Scab', 'Black Rot', 'Cedar Apple Rust',
+            'Common Rust', 'Northern Leaf Blight', 'Cercospora Leaf Spot',
+            'Early Blight', 'Late Blight',
+            'Black Rot', 'Esca (Black Measles)', 'Leaf Blight',
+            'Powdery Mildew',
+            'Bacterial Spot',
+            'Leaf Scorch'
+        ],
+        'Symptoms': [
+            'Brown spots with concentric rings on leaves, starting on older leaves',
+            'Dark water-soaked spots on leaves that quickly enlarge and turn brown with a slight yellow border',
+            'Pale yellow spots on upper leaf surfaces with olive-green to grayish-brown mold on undersides',
+            'Small circular spots with dark borders and light gray centers on leaves, starting on lower leaves',
+            'Small, raised, water-soaked spots on leaves, stems, and fruit that enlarge and turn brownish',
+            'Yellowing and curling of leaves, stunted growth, and reduced fruit production',
+            'Olive-green to brown spots on leaves and fruit, leaves may drop prematurely',
+            'Reddish-brown spots on leaves and fruit, infected fruit mummifies',
+            'Bright orange-yellow spots on leaves, orange gelatinous projections on fruit',
+            'Rust-colored pustules on both sides of leaves, severe infections cause leaf death',
+            'Long, cigar-shaped gray-green to tan lesions on leaves',
+            'Small, circular spots with tan centers and reddish-purple borders',
+            'Dark brown, concentric rings on lower leaves that spread upward',
+            'Water-soaked spots on leaves that rapidly enlarge and turn brown or black',
+            'Reddish-brown spots on leaves, dark lesions on fruit, fruit shrivels into black mummies',
+            'Red/brown streaks in wood, spots on leaves, and shriveled fruit',
+            'Small, irregular red spots on leaf surface that enlarge and become brown',
+            'White powdery coating on leaves, stems, and fruit',
+            'Small water-soaked spots on leaves and fruit that enlarge and turn purple with white centers',
+            'Purple to brown spots develop on the upper surface of older leaves, leaf edges appear scorched'
+        ],
+        'Treatment': [
+            'Remove infected leaves, improve air circulation, rotate crops, avoid overhead watering',
+            'Remove infected plants, avoid overhead watering, use resistant varieties, apply fungicide preventatively',
+            'Improve air circulation, avoid overhead watering, remove infected leaves, rotate crops',
+            'Remove infected leaves, improve air circulation, mulch around plants, rotate crops',
+            'Remove infected plants, avoid working in wet fields, use copper-based sprays, rotate crops',
+            'Control whitefly vectors, remove infected plants, use reflective mulch, plant resistant varieties',
+            'Remove fallen leaves, prune for air circulation, plant resistant varieties, apply fungicide',
+            'Prune out infected branches, remove mummified fruit, apply fungicide, ensure good air circulation',
+            'Remove nearby cedar trees if possible, apply fungicide, plant resistant varieties',
+            'Remove infected leaves, apply fungicide early in season, plant resistant varieties',
+            'Rotate crops, remove crop debris, apply fungicide, plant resistant varieties',
+            'Rotate crops, remove infected debris, improve air circulation, apply fungicide',
+            'Remove infected leaves, improve air circulation, rotate crops, apply fungicide preventatively',
+            'Remove infected plants, avoid overhead watering, use resistant varieties, apply fungicide preventatively',
+            'Prune infected areas, remove mummified fruit, apply fungicide, ensure good air circulation',
+            'Prune infected areas, remove infected wood, ensure proper nutrition and water',
+            'Remove infected leaves, apply fungicide, ensure proper spacing between plants',
+            'Improve air circulation, apply fungicide at first sign, remove infected parts',
+            'Remove infected leaves and fruit, apply copper-based sprays, rotate crops',
+            'Ensure proper watering, add mulch, improve soil drainage, remove infected leaves'
+        ],
+        'Medicine/Chemical Control': [
+            'Chlorothalonil, Mancozeb, Copper fungicides, Azoxystrobin',
+            'Chlorothalonil, Mancozeb, Copper-based fungicides, Cymoxanil',
+            'Chlorothalonil, Copper fungicides, Mancozeb, Potassium bicarbonate',
+            'Chlorothalonil, Copper fungicides, Mancozeb, Azoxystrobin',
+            'Copper hydroxide, Streptomycin sulfate (where allowed), Acibenzolar-S-methyl',
+            'No effective chemical control for the virus; focus on whitefly control with insecticides',
+            'Captan, Myclobutanil, Sulfur sprays, Thiophanate-methyl',
+            'Captan, Myclobutanil, Mancozeb, Thiophanate-methyl',
+            'Myclobutanil, Propiconazole, Mancozeb, Sulfur',
+            'Propiconazole, Azoxystrobin, Mancozeb, Pyraclostrobin',
+            'Azoxystrobin, Propiconazole, Pyraclostrobin, Mancozeb',
+            'Pyraclostrobin, Azoxystrobin, Chlorothalonil, Mancozeb',
+            'Chlorothalonil, Mancozeb, Azoxystrobin, Boscalid',
+            'Chlorothalonil, Mancozeb, Copper-based fungicides, Cymoxanil',
+            'Mancozeb, Myclobutanil, Captan, Tebuconazole',
+            'No highly effective chemical control; focus on cultural practices',
+            'Mancozeb, Copper fungicides, Captan, Fosetyl-aluminum',
+            'Sulfur, Potassium bicarbonate, Neem oil, Myclobutanil',
+            'Copper hydroxide, Oxytetracycline (where allowed), Streptomycin sulfate (where allowed)',
+            'Calcium nitrate sprays, Fungicides with Captan, Thiophanate-methyl'
+        ]
+    }
+    
+    # Create DataFrame
+    df = pd.DataFrame(data)
+    
+    # Save to CSV
+    df.to_csv('crop_diseases_treatments.csv', index=False)
+    print("Created crop_diseases_treatments.csv with", len(df), "entries")
+
+if __name__ == "__main__":
+    create_treatments_csv()