└── new2.py


/new2.py:
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 1 | file_path = r'C:\Users\KANISHKA SAKTHIVEL\Desktop\Jupyter\food_ingredients_and_allergens.csv'
 2 | df = pd.read_csv(file_path)
 3 | 
 4 | 
 5 | df['Allergens'] = df['Allergens'].str.split(',')
 6 | allergens_df = df.explode('Allergens')
 7 | 
 8 | 
 9 | allergens_df['Allergens'] = allergens_df['Allergens'].str.strip()
10 | 
11 | 
12 | allergen_counts = allergens_df['Allergens'].value_counts()
13 | 
14 | 
15 | plt.figure(figsize=(12, 8))
16 | allergen_counts.sort_index().plot(kind='line', marker='o', color='skyblue')
17 | plt.title('Frequency of Allergens in Food Products')
18 | plt.xlabel('Allergens')
19 | plt.ylabel('Frequency')
20 | plt.xticks(rotation=45, ha='right')
21 | plt.grid(axis='y', linestyle='--', alpha=0.7)
22 | 
23 | 
24 | 
25 | plt.tight_layout()
26 | plt.show()


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