# dictionary example 2 ```python= dic = { "type": "book", "sales_data": [ { "name": "book A", "publisher": "Basement Culture", "language": "English", "copy_sold": 45 }, { "name": "book B", "publisher": "Shingekisha", "language": "Chinese", "copy_sold": 200 }, { "name": "book C", "publisher": "Basement Culture", "language": "English", "copy_sold": 120 }, { "name": "book D", "publisher": "Shingekisha", "language": "Japanese", "copy_sold": 94 }, { "name": "book E", "publisher": "Nihao publishing", "language": "English", "copy_sold": 10 }, { "name": "book F", "publisher": "Basement Culture", "language": "Chinese", "copy_sold": 8 }, { "name": "book G", "publisher": "Basement Culture", "language": "Chinese", "copy_sold": 10200 }, { "name": "book H", "publisher": "Shingekisha", "language": "Japanese", "copy_sold": 240 }, { "name": "book I", "publisher": "Yomesan", "language": "Japanese", "copy_sold": 800 }, { "name": "book J", "publisher": "Nihao publishing", "language": "English", "copy_sold": 5600 }, { "name": "book K", "publisher": "Basement Culture", "language": "Chinese", "copy_sold": 895 }, { "name": "book L", "publisher": "Shingekisha", "language": "Japanese", "copy_sold": 3800 }, { "name": "book M", "publisher": "Yomesan", "language": "English", "copy_sold": 400 }, { "name": "book N", "publisher": "Yomesan", "language": "Chinese", "copy_sold": 90 }, { "name": "book O", "publisher": "Shingekisha", "language": "Japanese", "copy_sold": 190 }, { "name": "book P", "publisher": "Nihao publishing", "language": "Chinese", "copy_sold": 99 }, { "name": "book Q", "publisher": "Shingekisha", "language": "English", "copy_sold": 420 }, ] } ```