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SebKrantz/README.md

I'm a quantitative economist and software engineer building high-performance (C/C++-based) tools for general purpose statistical computing, econometric analysis, time series, geospatial analysis, and transport networks/modeling. Key packages I maintain are:

Package Short Description Role Stars CRAN Conda
collapse Advanced and Fast Data Transformation in R Author GitHub stars CRAN downloads Conda downloads
fastverse High-Performance Statistical Computing in R Author GitHub stars CRAN downloads Conda downloads
kit Data Manipulation Functions in C (for R) Contrib GitHub stars CRAN downloads Conda downloads
dfms Dynamic Factor Models for R Author GitHub stars CRAN downloads Conda downloads
dggridR Discrete Global Grids for R Contrib GitHub stars CRAN downloads Conda downloads
osmclass Classify Open Street Map Features Author GitHub stars CRAN downloads Conda downloads
flownet Transport Modeling in R Author GitHub stars CRAN downloads Conda downloads
OTN.jl Optimal Transport Networks in Spatial Equil. Author GitHub stars - -

I also contributed to fixest, plm, and decompr. You can read more about these projects on my website and software blog.

Furthermore, I facilitate access to macroeconomic/development and geospatial data for Africa through several databases/APIs:

Database Short Description CRAN PyPI
Kiel Institute Africa Monitor Pattform and Macroeconomic Database – 1000 Series with high Africa coverage, Global in Scope, Monthly Updates, R and Python APIs CRAN downloads PyPI - Total Downloads
Africa Infrastructure Database Infrastructure Assets, Businesses, and Economic Geography in Africa – 15.1M POIs, 4.4M km Networks, 54 Categories, Raw or 9.7km DGGrid - -
SAMADB South Africa Macroeconomic Database – 10k Series & SARB, STATSSA, EconData; Weekly Updates; R/Python/Julia APIs; Hosted by Codera CRAN downloads PyPI - Total Downloads
UGATSDB Uganda Time Series Database – 10k Series & BoU, UBOS, MoFPED, WB, IMF, ILO; Monthly Updates; Maintained by MEPD @ MoFPED CRAN downloads -

Lastly, I have released the following (unmaintained) apps and teaching materials:

Name Short Description Stars
Data Science Programme R Based Data Science Training for Public Sector Officials GitHub stars
Quantitative Spatial Economics Replication of some Quantitative Spatial Economics Papers in Julia GitHub stars
DSA in C Data Structures and Algorithms in C (+ Amazing Lecture Notes) GitHub stars
Academic Website My Academic Website Template – Source of sebastiankrantz.com GitHub stars
Shiny Data Portal A Shiny Application to Host, Filter, Aggregate and Download Data GitHub stars
Census Mapper A Shiny Application for Interactive Mapping of Census Data GitHub stars

Pinned Loading

  1. fastverse/collapse fastverse/collapse Public

    Advanced and Fast Data Transformation in R

    C 696 36

  2. fastverse/fastverse fastverse/fastverse Public

    An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R

    R 309 17

  3. ropensci/dfms ropensci/dfms Public

    Dynamic Factor Models for R

    R 43 9

  4. r-barnes/dggridR r-barnes/dggridR Public

    Discrete Global Grids for R: Spatial Analysis Done Right

    C++ 186 22

  5. fastverse/kit fastverse/kit Public

    Data Manipulation Functions Implemented in C

    C 61 6

  6. OptimalTransportNetworks/OptimalTransportNetworks.jl OptimalTransportNetworks/OptimalTransportNetworks.jl Public

    Optimal Transport Networks in Spatial Equilibrium - in Julia

    Julia 26 3