[{'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:# speech number: intro lines\nstarts = {\n    0: 1,\n    1: 1,\n    2: 1,\n    3: 12,\n    4: 12,\n    5: 5,\n    6: 1,\n    7: 1,\n    8: 8,\n    9: 9,\n    10: 12,\n    11: 14,\n    12: 14,\n    13: 15,\n    14: 15,\n    15: 15,\n    16: 15,\n    17: 15,\n    18: 15,\n    19: 15,\n    20: 20,\n    21: 1,\n    22: 15,\n    23: 20,\n    24: 20,\n    25: 15,\n    26: 15,\n    27: 20,\n    28: 20,\n    29: 15,\n    30: 18\n}'}, {'role': 'assistant', 'content': "['helper_functions', 'comment_only']"}]