Stephen 52 Yahoo Com Gmail Com Mail Com 2020 21 Txt [ Free Access ]

# 7. File extension hint if 'txt' in tokens: features['file_extension'] = 'txt' features['looks_like_filename'] = True else: features['looks_like_filename'] = False

# 8. Pairwise patterns (bigrams) bigrams = [' '.join(tokens[i:i+2]) for i in range(len(tokens)-1)] features['bigrams'] = bigrams stephen 52 yahoo com gmail com mail com 2020 21 txt

# 5. Possible email construction (name + domain) if features['has_name'] and found_domains: possible_emails = [f"{features['first_token_is_name']}@{d}.com" for d in found_domains] features['possible_emails'] = possible_emails stephen 52 yahoo com gmail com mail com 2020 21 txt