Over the last decade, a number of open source tools have emerged, revolutionizing the fields of data collection, analysis and inference. Among those, the Python language appears to be getting the most attention. In this piece, which opens my new series about Python and Real Estate Data, I will illustrate how one can gather substantial amount of data at virtually no cost.