[{'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:big_df = pd.DataFrame({'business_id':['ru_b_1', 'ru_b_2', 'ru_b_3', 'ru_b_4', 'ru_b_5',\n'ru_b_6', 'ru_b_7', 'ru_b_8', 'ru_b_9', 'ru_b_10', 'ru_b_5',\n'sim_biz_1_1', 'sim_biz_1_2', 'sim_biz_1_3', 'sim_biz_1_4', 'sim_biz_1_5',\n'sim_biz_1_6', 'sim_biz_1_7', 'sim_biz_1_8', 'sim_biz_1_9', 'sim_biz_1_10',\n'sim_biz_2_1', 'sim_biz_2_2', 'sim_biz_2_3', 'sim_biz_2_4', 'sim_biz_2_5',\n'sim_biz_2_6', 'sim_biz_2_7', 'sim_biz_2_8', 'sim_biz_2_9',  'sim_biz_2_10',\n'nsim_biz_1_1', 'nsim_biz_1_2', 'nsim_biz_1_3', 'nsim_biz_1_4', 'nsim_biz_1_5',\n'nsim_biz_1_6', 'nsim_biz_1_7', 'nsim_biz_1_8', 'nsim_biz_1_9', 'nsim_biz_1_10'],\n'stars_x': [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5,\n5, 2, 5, 2, 5, 2, 5, 2, 5, 2,\n5, 2, 5, 2, 5, 2, 5, 2, 5, 2,\n5, 5, 5, 5, 5, 5, 5, 5, 5, 5],\n'user_id': ['reco_user', 'reco_user', 'reco_user', 'reco_user', 'reco_user',\n'reco_user', 'reco_user', 'reco_user', 'reco_user', 'reco_user', 'sim_user_1',\n'sim_user_1', 'sim_user_1', 'sim_user_1', 'sim_user_1', 'sim_user_1',\n'sim_user_1', 'sim_user_1', 'sim_user_1', 'sim_user_1', 'sim_user_1',\n'sim_user_2', 'sim_user_2', 'sim_user_2', 'sim_user_2', 'sim_user_2',\n'sim_user_2', 'sim_user_2', 'sim_user_2', 'sim_user_2', 'sim_user_2',\n'nsim_user_1', 'nsim_user_1', 'nsim_user_1', 'nsim_user_1', 'nsim_user_1',\n'nsim_user_1', 'nsim_user_1', 'nsim_user_1', 'nsim_user_1', 'nsim_user_1'],\n'categories': [['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Burgers', 'American (Traditional)', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants'],\n['Italian', 'Pizza', 'Restaurants']],\n'city': ['Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas',\n'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas',\n'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas',\n'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas',\n'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas',\n'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas',\n'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas',\n'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas', 'Las Vegas'],\n'latitude': [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,\n10, 10, 10, 10, 10, 10, 10, 10, 10, 10,\n12, 12, 12, 12, 12, 12, 12, 12, 12, 12,\n6, 6, 6, 6, 6, 6, 6, 6, 6, 6],\n'longitude': [7, 9, 11, 13, 15, 17, 19, 21, 23, 25, 15,\n7, 9, 11, 13, 15, 17, 19, 21, 23, 25,\n7, 9, 11, 13, 15, 17, 19, 21, 23, 25,\n7, 9, 11, 13, 15, 17, 19, 21, 23, 25]\n})"}, {'role': 'assistant', 'content': "['load_data']"}]