Learn how to use tidymodels for imputing missing data in historical records of voyages transporting captive Africans. Explore techniques for handling missingness, analyze gender distributions, and visualize imputation results in this 38-minute tutorial. Follow along with Julia Silge as she demonstrates data analysis, plotting, and modeling using R and tidymodels, providing insights into the experiences of enslaved people in America. Gain practical skills in data imputation and visualization while engaging with important historical datasets.
Impute Missing Data for Historical Voyages of Captive Africans Using Tidymodels
Julia Silge via YouTube
Overview
Syllabus
Introduction
Data
Data Analysis
Looking at the data
Gender
Impute
Plot
Results
Model
Conclusion
Taught by
Julia Silge
