text: writer.writerow({'id': id_v4,
                                           'screen_name': row_v4['screen_name'],
                                           'age': row_v4['age'],
                                           'in_out_ratio': row_v4['in_out_ratio'],
                                           'favorites_ratio': row_v4['favorites_ratio'],
                                           'status_ratio': row_v4['status_ratio'],
                                           'account_rep': row_v4['account_rep'],
                                           'avg_tpd': row_v4['avg_tpd'],
                                           'hashtags_ratio': row_v4['hashtags_ratio'],
                                           'user_mentions_ratio': row_v4['user_mentions_ratio'],
                                           'url_ratio': row_v4['url_ratio'],
                                           'cce': row_v3['cce'],
                                           'spam_ratio': row_v3['spam_ratio'],
                                           'avg_cosine_similarity': row_v4['avg_cosine_similarity'],
                                           'avg_tweet_sentiment': row_v4['avg_tweet_sentiment'],
                                           'std_deviation_friends': row_v4['std_deviation_friends'],
                                           'std_deviation_followers': row_v4['std_deviation_followers'],
                                           'unique_urls_ratio': row_v4['unique_urls_ratio'],
                                           'tweet_url_similarity': row_v4['tweet_url_similarity'],
                                           'user_description_len': row_v4['user_description_len'],
                                           'user_description_sentiment': row_v4['user_description_sentiment'],
                                           'special_char_in_description': row_v4['special_char_in_description'],
                                           'tweet_count': row_v4['tweet_count'],
                                           'description': row_v3['description'],
                                           'bot': row_v3['bot']})
  
  
  
  features = ['id',
                      'screen_name',
                      'age',
                      'in_out_ratio',
                      'favorites_ratio',
                      'status_ratio',
                      'account_rep',
                      'avg_tpd',
                      'hashtags_ratio',
                      'user_mentions_ratio',
                      'url_ratio',
                      'cce',
                      'spam_ratio',
                      'avg_cosine_similarity',
                      'avg_tweet_sentiment',
                      'std_deviation_friends',
                      'std_deviation_followers',
                      'unique_urls_ratio',
                      'tweet_url_similarity',
                      'user_description_len',
                      'user_description_sentiment',
                      'special_char_in_description',
                      'tweet_count',
                      'description',
                      'bot']