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SebKrantz (Sebastian Krantz) · GitHub

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SebKrantz/README.md

I'm a quantitative economist and software engineer building high-performance (C/C++/Julia-based) tools for advanced statistical computing, econometrics, GVCs, 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
fastverse High-Performance Statistical Computing in R Author
kit Data Manipulation Functions in C (for R) Contrib
dfms Dynamic Factor Models for R Author
dggridR Discrete Global Grids for R Contrib
osmclass Classify Open Street Map Features in R Author
flownet Transport Modeling in R Author
OTN.jl Optimal Transport Networks in Julia Author - -
icio Global Value Chain Decomposition in R Author
GVC.jl Global Value Chain Decomposition in Julia Author - -
KITE.jl Kiel Institute Trade Policy Evaluation in Julia Author - -

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

Click here to expand for public databases, apps, and teaching materials

I also 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
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
UGATSDB Uganda Time Series Database – 10k Series & BoU, UBOS, MoFPED, WB, IMF, ILO; Monthly Updates; Maintained by MEPD @ MoFPED -

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
Quantitative Spatial Economics Replication of some Quantitative Spatial Economics Papers in Julia
DSA in C Data Structures and Algorithms in C (+ Amazing Lecture Notes)
Academic Website My Academic Website Template – Source of sebastiankrantz.com
Shiny Data Portal A Shiny Application to Host, Filter, Aggregate and Download Data
Census Mapper A Shiny Application for Interactive Mapping of Census Data

Pinned Loading

  1. fastverse/collapse fastverse/collapse Public

    Advanced and Fast Data Transformation in R

    C 704 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 326 21

  3. fastverse/skills fastverse/skills Public

    Claude Code Skills for Fastverse Packages

    R 5

  4. ropensci/dfms ropensci/dfms Public

    Dynamic Factor Models for R

    R 46 9

  5. flownet flownet Public

    Transport Modeling (Network Processing, Route Enumeration, and Traffic Assignment) in R

    R 17 1

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

    Optimal Transport Networks in Spatial Equilibrium - in Julia

    Julia 27 3


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