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@cienciadedatos

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pachadotdev/README.md

About me

Pour la version en française, cliquer ici.

I am a PhD student in Political Science at the University of Toronto, specializing in International Relations and Public Policy. My research primarily focuses on the political dynamics of trade agreements and sanctions. Due to this interest, I am a Fellow at the Munk School of Global Affairs and Public Policy.

My academic background includes a Master of Arts in Political Science from the University of Toronto, a Master of Science in Statistics from the Catholic University of Chile, and an Engineering degree from the University of Chile. Should you need it, I can provide my academic and professional CV upon request. For any queries or further information, please contact me at m.sepulveda@mail.utoronto.ca.

I am convinced that a comprehensive understanding of economic and financial sanctions between countries can be achieved by integrating ideas, interests, institutions, and structures. I aim at studying this by combining Natural Language Processing (NLP) and Econometrics to analyze and quantify the economic repercussions of sanctions. This is detailed in the Research section.

My research interest has led me to develop advanced R, Python, and C++ skills. My GitHub profile showcases my open-source projects, predominantly focused on gravity estimation, data wrangling in R, and data visualization using Shiny. More details can be found in the Open Source section.

Additionally, I maintain a blog (pacha.dev/blog), where I post various notes and tutorials. Some highlights include "Creating LaTeX Figures with Inkscape," "A Crash Course on PostgreSQL for R Users," and "A Step-by-Step Guide to Write an R Package that Uses C++ Code (Ubuntu)." These posts reflect my ongoing commitment to both learning and sharing knowledge in the field.

Trivia: My blog post Comparing SQLite, DuckDB and Arrow with UN Trade Data made it to the top ten on Hacker News.

Selected R packages

  • TabulaPDF: R bindings to the Tabula Java library for PDF tables extraction.
  • Cpp11tesseract: R bindings to the Tesseract C++ library for optical character recognition (OCR).
  • Retadatam: Read REDATAM binary data directly in R. This is similar to the Haven package for SPSS/Stata datasets but for REDATAM formats.
  • Freedomhouse: A tidy version of Freedom House datasets with added ISO country codes and texts with the sub-item justification.
  • Capybara: Efficient Fixed-Effects Estimation in R With C++ 11 Backend.
  • Cpp11armadillo: Provides function declarations and inline function definitions that facilitate communication between R and the Armadillo C++ library for linear algebra and scientific computing.
  • Cpp11eigen: Provides function declarations and inline function definitions that facilitate communication between R and the Eigen C++ library for linear algebra and scientific computing.
  • DESTA (R version): The Design of Trade Agreements Database.
  • USITC Gravity: Database Adapted From the International Trade and Production Database for Estimation (ITPD-E) and Dynamic Gravity Dataset (DGD).
  • Gravity: Estimation methods for gravity models.
  • Tradepolicy: Replication of an advanced guide to trade policy analysis.
  • Tradestatistics: Open trade statistics API wrapper and utility program.
  • Pointblank: Data validation and organization of metadata for local and remote tables.

Pinned Loading

  1. tradestatistics-visualization-with-shiny tradestatistics-visualization-with-shiny Public

    Open Trade Statistics Shiny Dashboard

    CSS 35 9

  2. gravity gravity Public

    Forked from jpburgard/gravity

    R package that provides estimation methods for Gravity Models

    R 35 13

  3. ropensci/tradestatistics ropensci/tradestatistics Public

    R package to access Open Trade Statistics API

    R 77 14

  4. cienciadedatos/r4ds cienciadedatos/r4ds Public

    Forked from hadley/r4ds

    Traducción del libro "R for Data Science"

    R 61 130

  5. ropensci/censo2017 ropensci/censo2017 Public

    Una Base de Datos de Alto Rendimiento del Censo 2017 de Chile.

    R 28 9

  6. analogsea analogsea Public

    Digital Ocean R client

    R 158 24