└── miniproject.py


/miniproject.py:
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 1 | import pandas as pd
 2 | import matplotlib.pyplot as plt
 3 | 
 4 | 
 5 | file_path = r'C:\Users\KANISHKA SAKTHIVEL\Desktop\Jupyter\food_ingredients_and_allergens.csv'
 6 | df = pd.read_csv(file_path)
 7 | 
 8 | 
 9 | df['Main Ingredient'] = df['Main Ingredient'].str.split(',')
10 | ingredient_df = df.explode('Main Ingredient')
11 | 
12 | ingredient_df['Main Ingredient'] = ingredient_df['Main Ingredient'].str.strip()
13 | 
14 | ingredient_df['Main Ingredient'] = ingredient_df['Main Ingredient'].str.strip()
15 | 
16 | 
17 | plt.figure(figsize=(12, 8))
18 | ingredient_counts.sort_index().plot(kind='line', marker='o', color='blue')
19 | plt.title('Frequency of Main Ingredients in Food Products')
20 | plt.xlabel('Main Ingredient')
21 | plt.ylabel('Frequency')
22 | plt.xticks(rotation=45, ha='right')
23 | plt.grid(axis='y', linestyle='--', alpha=0.7)
24 | plt.show()


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