Laboratorio 7

As of October 14, 2026

This interactive animation presents yearly Leiden subnetwork detection results for global merchandise export trade among 153 constant-case countries from 1993 to 2025. The subnetworks are based on corrected, harmonized trade data, with annual partitions selected from ten Leiden runs using the highest Reichardt–Bornholdt configuration quality score. Countries are displayed with consistent substantive labels and colors, and the legend updates dynamically to show only the subnetworks present in each year.

This report compares real estate book information stored in HTML and JSON files. I read both files into R data frames, standardized their column headings and title capitalization, and checked whether the data matched.

This interactive animation presents yearly Leiden subnetwork detection results for global merchandise import trade among 153 constant-case countries from 1993 to 2025. The subnetworks are based on corrected weighted, directed trade relations and final yearly partitions selected from multi-seed Leiden runs using the solution with the highest weighted modularity for each year. Countries are displayed with consistent substantive labels and colors, and the legend updates dynamically to show only the subnetworks present in each year.

An interactive map of the monetary contributions received by Gregg Hull and Deb Haaland in the 2026 gubernatorial race in New Mexico. The data is all that was submitted in the second general report, excluding observations that are missing values for Contributor State or Contributor Zip Code.

Sample work in r