If you are data analyst or data scientist working with python, then probably you are already familiar with pandas, but if you are entering a spatial domain data analytics you should check out GeoPandas. It extends panda’s capabilities by adding spatial operations and geometric types. In this blog I will …
Almost everyone who starts his journey with data science starts form Kaggle’s competition “Titanic”. This is a “Hello World” for ML model building, and so did I. For me that was some kind of experimental station… especially for training data preparation…. Below you can find my code. You can also …
Although it is much more convenient to use software dedicated for GIS, like ArcGIS or QGIS, for spatial data visualization, but ability to display spatial data within your code (especially if you are working with notebooks) might be very handy. Currently there are tens of geo-spatial python libraries, and here …
Why do I start from Matplotlib and data visualization? Well, maybe because my first academic degree is in Geodesy and Cartography, so visualized data tells me much more than just raw statistics, or maybe because this is just an easy starting point… Anyway, It should be enough to just take …
