Code used for the paper https://doi.org/10.1016/j.compenvurbsys.2021.101597:

Title: Assessing the influence of point-of-interest features on the classification of place categories

Authors: Vasileios Milias & Achileas Psyllidis

University: TU Delft

Department: Industrial and Design Engineering, Knowledge and Intelligence Design group

It includes code for collecting data from Google, Google Street View, Foursquare and Twitter, for extracting various types of features from those data (using natural language processing, deep/machine learning techniques) and for predicting the points-of-interest (POIs) types. Several tools have been developed in a "quick and dirty" way.

Same code was used for my Master Thesis Project

Title:Extraction and combination of multidimensional point-of-interest features for the classification of urban place types

Author: Vasileios Milias

University: TU Delft

Department: Web Information Systems, Social Data Lab

Don't hesitate to contact me for any questions.