[{'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:def clust_profile(clust_name):\ncount = 1\nfor name in clust_name:\nprint("CLUSTER:", count)\nfor col in name.columns:\nif col == \'gender\' or col == \'age\' or col == \'level_of_education\' or col == \'employment\' or col == \'region\' or col == \'ur\':\nprint(name[str(col)].value_counts() / (len(name))*100)\nprint("\\n")\ncount += 1\nprint("\\n")\nclust_profile(cluster_list)'}, {'role': 'assistant', 'content': "['prediction']"}]