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This repository contains files for a project that had real world data set and it was wrangled and analysed.Real-world data rarely comes clean. Using Python and its libraries, I have gathered data from a variety of sources and in a variety of formats, assessed its quality and tidiness, then clean it. This is called data wrangling.