In this data visualization project, we aim to present and analyze the populations of ten major cities around the world. We use Python programming and data visualization libraries, Matplotlib and NumPy, to create a visually compelling bar chart. This bar chart not only displays city populations but also provides statistical insights such as the average and standard deviation.