abdallaabdi00/African-Languages-Analysis

An R-based data analysis project exploring African language diversity, speaker distribution, and languages spoken across multiple countries. # African Languages Analysis This project analyzes a public dataset of African languages using R. The analysis explores language diversity by country, language-family speaker patterns, and languages spoken across multiple countries. ## View the Report Open the rendered HTML report here: - `docs/index.html` for GitHub Pages - `report/African_language_report.html` as the original rendered report After uploading to GitHub, enable GitHub Pages from the `docs` folder to get a shareable webpage link. ## Project Files - `data/africa_languages.csv` contains the original public dataset. - `data/africa_languages_clean.csv` contains the cleaned analysis dataset. - `analysis/African_languages_Analysis.R` contains the R analysis script. - `analysis/African_language_report.Rmd` contains the R Markdown source report. - `figures/african_languages_overview.png` contains the combined visualization. - `docs/index.html` contains the published web-report version. ## Tools Used - R - tidyverse - patchwork - R Markdown ## How to Reproduce From the project root, run the R script: ```r source("analysis/African_languages_Analysis.R") ``` To render the report, open `analysis/African_language_report.Rmd` in RStudio and click Knit, or run: ```r rmarkdown::render("analysis/African_language_report.Rmd") ``` ## Key Questions - Which African countries have the largest number of spoken languages? - Which language families have the highest concentration of native speakers? - Which languages are spoken across multiple countries?