My name is Rafael H. M. Pereira (Rafa for short). I work as a senior researcher and head of data science at the Institute for Applied Economic Research (Ipea) in Brazil.
My research looks broadly at the intersection of urban analytics, spatial data science, mobility and urban studies. I investigate how urban and transport policies shape the spatial organization of cities, human mobility patterns as well as their impacts on social and health inequalities. I am particularly interested in the equity concerns underlying the impacts of urban and transport planning policies and their effects on inequalities in access to opportunities.
- Transport justice
- Cities and Equity
- Spatial Data Science
- Transport policies
A lot of the work I do involves downloading, cleaning and analyzing data. In order to make my life and the lives of others easier, I help build a few packages along the way!
Transport and spatial modeling
- r5r: Rapid realistic routing on multimodal transport networks with R5 in R
- r5py: rapid realistic routing with Python
- accessibility: Transport Accessibility Measures
- aopdata: Data from the Access to Opportunities Project
- gtfstools: General Transit Feed Specification (GTFS) Editing and Analysing Tools
- gtfs2gps: Converting Transport Data from GTFS Format to GPS-Like Records
- gtfs2emis: Generating estimates of public transport emissions from GTFS data
- uci: Urban Centrality Index
Brazilian data
- geobr: Download Official Spatial Data Sets of Brazil, available in both R and Python
- geocodebr: Geocoding Brazilian Addresses
- enderecobr: Brazilian Addresses Standardizer
- censobr: Download Data from Brazil’s Population Census
- flightsbr: Download Flight And Airport Data from Brazil
- Esquina do Brasil: Twitter bot posting Brazilian census tracts 🛰🌎 every 15 minutes
