Install dependencies to local, if not pre-installed:

pip install wikipedia-api emoji

import wikipediaapi
import random
import re
from collections import Counter

# Initialize Wikipedia API, needs a valid User-Agent
user_agent = 'MyWikipediaScript/1.0 (https://example.com; myemail@example.com)'  # Replace with your details
wiki = wikipediaapi.Wikipedia('en', headers={'User-Agent': user_agent})

# Function to clean/extract words from text
def extract_words(text):
    text = text.lower()  # Convert to lowercase
    text = re.sub(r'[^a-z\s]', '', text)  # Remove non-alphabet characters
    words = text.split()  # Split text into words
    return words

# Generate random article titles from a list of common ones
def get_random_titles():
    common_words = [
        'apple', 'dog', 'music', 'computer', 'ocean', 'earth', 'history', 'science', 
        'car', 'mountain', 'sun', 'moon', 'technology', 'book', 'river', 'forest'
    ]
    random_titles = random.sample(common_words, 5)  # Pick 5 random titles from the list
    return random_titles

# Get 5 Wikipedia articles by random titles and scan for the most common word
def get_common_word_from_random_articles():
    titles = get_random_titles()
    articles = []
    
    print("Selected Wikipedia articles:")
    
    for title in titles:
        page = wiki.page(title)
        
        # If the article exists, get the text content
        if page.exists():
            print(f"- {title}: {page.fullurl}")
            articles.append(page.text)
        else:
            print(f"- {title}: (Article does not exist)")
    
    if not articles:
        return None

    # Combine text from all articles
    combined_text = ' '.join(articles)
    words = extract_words(combined_text)
    
    # Count the most common word
    word_counts = Counter(words)
    
    # Skip common English words and find the most frequent
    common_words = [word for word, _ in word_counts.most_common() if len(word) > 3]
    
    if common_words:
        most_common_word = common_words[0]
        return most_common_word
    else:
        return None

# Convert word to emoji format with the specified emojis
def word_to_emoji(word):
    letter_emoji_map = {
        'a': 'πŸ…°', 'b': 'πŸ…±', 'c': 'πŸ…²', 'd': 'πŸ…³', 'e': 'πŸ…΄', 'f': 'πŸ…΅',
        'g': 'πŸ…Ά', 'h': 'πŸ…·', 'i': 'πŸ…Έ', 'j': 'πŸ…Ή', 'k': 'πŸ…Ί', 'l': 'πŸ…»',
        'm': 'πŸ…Ό', 'n': 'πŸ…½', 'o': 'πŸ…Ύ', 'p': 'πŸ…Ώ', 'q': 'πŸ†€', 'r': 'πŸ†',
        's': 'πŸ†‚', 't': 'πŸ†ƒ', 'u': 'πŸ†„', 'v': 'πŸ†…', 'w': 'πŸ††', 'x': 'πŸ†‡',
        'y': 'πŸ†ˆ', 'z': 'πŸ†‰'
    }
    return ''.join([letter_emoji_map.get(char, char) for char in word])

# Main function
def main():
    most_common_word = get_common_word_from_random_articles()
    
    if most_common_word:
        print(f"\nMost common word: {most_common_word}")
        emoji_word = word_to_emoji(most_common_word)
        print(f"Word in emoji form: {emoji_word}")
    else:
        print("No common word found or articles do not exist")

if __name__ == "__main__":
    main()

Selected Wikipedia articles:
- music: https://en.wikipedia.org/wiki/Music
- car: https://en.wikipedia.org/wiki/Car
- history: https://en.wikipedia.org/wiki/History
- river: https://en.wikipedia.org/wiki/River
- sun: https://en.wikipedia.org/wiki/Sun

Most common word: music
Word in emoji form: πŸ…ΌπŸ†„πŸ†‚πŸ…ΈπŸ…²