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if youre interested in changing careers into data analytics you want to become a data analyst or the mythical data scientist know that data cleaning is a fundamental skill of the analytics professional in this video i will be going over a real world data project that you can do and its 100 free it uses data provided by us governmental agencies you can download it and you can go through the project using excel or sql or maybe my favorite are programming this project was inspired by my own real world work as an analytics professional so its totally legit and if you are interested in changing careers this particular project might actually be a really great showcase in your project portfolio to demonstrate to potential hiring managers the skills that youve developed by going through the project now this project has everything you can think of it has data acquisition it has data understanding it has data cleaning it has exploratory data analysis and then it has analytics on top of that