With data everywhere around us, the data science is too instrumental and with far-reaching consequences to be reserved for only a few enlighted ones. I will present Orange Data Mining, a toolbox where anybody can do data science after a bit of training. While Orange found many uses in academia and industry, I will expose its role in the democratization of data science and as a training tool.