[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify code snippets into one of the following categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']."}, {'role': 'user', 'content': 'Identify the single most appropriate category to which the provided code belongs. Provide your response as a single category label without any additional information, commentary, or personal opinions.\\nPython Code:border_info=pd.read_csv("https://raw.githubusercontent.com/geodatasource/country-borders/master/GEODATASOURCE-COUNTRY-BORDERS.CSV")\nborder_info.drop(columns=["country_code","country_border_code"],inplace=True)\nborder_info.replace({\'United States of America\':\'US\',\n                    \'United Kingdom of Great Britain and Northern Ireland\':\'United Kingdom\',\n                    \'Bolivia (Plurinational State Of)\':\'Bolivia\',\n                    \'Brunei Darussalam\':\'Brunei\',\n                    \'Gambia (the)\':\'Gambia\',\n                     \'Congo\':\'Congo (Kinshasa)\',\n                     \'Cote dIvoire\':"Cote d\'Ivoire",\n                     "Iran (Islamic Republic of)":\'Iran\',\n                     "Korea (the Republic of)":\'Korea, South\',\n                    "Lao People\'s Democratic Republic":\'Laos\',\n                     "Moldova (the Republic of)":\'Moldova\',\n                     "Russian Federation":\'Russia\',\n                    "Syrian Arab Republic":\'Syria\',\n                     "Taiwan (Province of China)":\'Taiwan*\',\n                    "Tanzania (the United Republic of)":\'Tanzania\',\n                     "Venezuela (Bolivarian Republic of)":\'Venezuela\',\n                     "Viet Nam":\'Vietnam\'},inplace=True)\nborder_info=border_info.fillna("")\nborder_info.to_csv("border_info.csv")\n\''}, {'role': 'assistant', 'content': 'load_data'}]