This article is a part of series based on data science. Together with you I want to go through the typical stages of data analysis and build useful app from scratch. It turns out that collecting data these days is as simple as that. If you just start with data analysis instead of using abused popular datasets like iris or titanic you can make your own with few steps. It gives you better understand