[{'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:pop_italy = 60486683.\npop_spain = 46749696.\npop_UK = 67784927.\npop_singapore = 5837230.\n\ntotal_date_Italy.ConfirmedCases = total_date_Italy.ConfirmedCases/pop_italy*100.\ntotal_date_Italy.Fatalities = total_date_Italy.ConfirmedCases/pop_italy*100.\ntotal_date_Spain.ConfirmedCases = total_date_Spain.ConfirmedCases/pop_spain*100.\ntotal_date_Spain.Fatalities = total_date_Spain.ConfirmedCases/pop_spain*100.\ntotal_date_UK.ConfirmedCases = total_date_UK.ConfirmedCases/pop_UK*100.\ntotal_date_UK.Fatalities = total_date_UK.ConfirmedCases/pop_UK*100.\ntotal_date_Singapore.ConfirmedCases = total_date_Singapore.ConfirmedCases/pop_singapore*100.\ntotal_date_Singapore.Fatalities = total_date_Singapore.ConfirmedCases/pop_singapore*100.\n\nplt.figure(figsize=(15,10))\nplt.subplot(2, 2, 1)\ntotal_date_Italy.ConfirmedCases.plot(ax=plt.gca(), title=\'Italy\')\nplt.ylabel("Fraction of population infected")\nplt.ylim(0, 0.06)\n\nplt.subplot(2, 2, 2)\ntotal_date_Spain.ConfirmedCases.plot(ax=plt.gca(), title=\'Spain\')\nplt.ylim(0, 0.06)\n\nplt.subplot(2, 2, 3)\ntotal_date_UK.ConfirmedCases.plot(ax=plt.gca(), title=\'United Kingdom\')\nplt.ylabel("Fraction of population infected")\nplt.ylim(0, 0.005)\n\nplt.subplot(2, 2, 4)\ntotal_date_Singapore.ConfirmedCases.plot(ax=plt.gca(), title=\'Singapore\')\nplt.ylim(0, 0.005)\''}, {'role': 'assistant', 'content': "['result_visualization']"}]