[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify the code snippets into categories from the provided list of categories. List of categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']"}, {'role': 'user', 'content': 'Identify to which category the provided code belongs and assign the code snippet to at least 1 but up to 5 categories based on the probabilities, ignore if the probability of the category is negligible. Strictly provide your response as a list. Avoid providing any additional information, commentary, or personal opinions.\\nPython Code:question_1 = "Have you traveled outside of Yemen?"\nquestion_2 = "Have you traveled to the United States?"\nquestion_3 = "Do you know of any foreigners in Yemen or abroad?"\nquestion_4 = "If you received the opportunity to travel to America, \\n and there would not be any problem with your paperwork or visa, \\n would you go?"\nquestion_5 = "Do you know of an American foreign aid project in Yemen?"\nquestion_6 = "Do you know of any Yemeni zawamil (poetry) that speaks about America?"\nquestion_7 = "If you wanted to know about political developments or news headlines, \\n where would you look first?"\nquestion_8 = "Yemeni news agencies report accurately on Yemeni political events in the news."\nquestion_9 = "There are a number of political developments in Yemen \\n that are not understood or not known even today."\nquestion_10 = "Yemeni people are a democratic people."\nquestion_11 = "American politics in Yemen represents the desires of American people."\nquestion_12 = "There are members of American government who oppose American foreign policy in Yemen."\nquestion_13 = "The American government knew of the terrorist operation on 9/11, \\n but allowed it to happen anyway."\nquestion_14 = "Who established al-Qaeda?"\nquestion_15 = "One of American\'s long term goals in Yemen is to occupy the country."\nquestion_16 = "The majority of American citizens realize and understand the difference \\n between an extremist and a Yemeni citizen."\nquestion_17 = "American citizens see Yemeni citizens as a people \\n who sympathize with extremist movements."\nquestion_18 = "American interests in Yemen oppose the interests of Yemeni people."\nquestion_19 = "What is your opinion of American citizens?"\nquestion_20 = "What is your opinion of the American Government?"\nquestion_21 = "In the news, the voice of Muslim extremists is louder \\n than the voice of normal Muslims."\nquestion_22 = "Yemeni people want political and economic stability \\n even if it was from a democratic regime."\nquestion_23 = "Among the following options, what is the primary thing \\n that affects your opinion of America?"\nquestion_24 = "Among the following countries, who is responsible \\n for establishing the state of Israel as well as drawing the Israeli borders?"\nquestion_25 = "Among the following options, what is the primary thing \\n that affects your opinion of America?"\nquestion_26 = "There are justifications for America\'s use of drones?"\nquestion_27 = "Among the following options, what would you consider the worst?"\nquestion_28 = "Please rank the following crises in Yemen \\n from greatest importance to least importance?"\nquestion_29 = "Please rank the following positive aspects of America \\n from greatest importance to least importance?"\nquestion_30 = "Do you think the American government encourages and helps \\n Middle Eastern countries achieve the things listed above?"\nquestion_31 = "Among the following options, what is the worst about America?"\nquestion_32 = "Among the following options, please rank which is most important to least important?"\nquestion_33 = "What is more important in your opinion, \\n the country giving aid or the aid itself?"\nquestion_34 = "What is third most important in your life?"'}, {'role': 'assistant', 'content': "['data_preprocessing']"}]