princeuzukhanye-lang/South-African-Unemployment-Analysis

Domain:

socioeconomic

Creator:

pri

Host:

# # South African Unemployment Analysis ## 📊 Overview This project explores unemployment trends in South Africa using **Stats SA Quarterly Labour Force Survey (QLFS)** data. It provides insights into both national and youth unemployment rates, highlighting key economic challenges. ## 📂 Repository Structure - `data/unemployment.csv` → dataset - `notebooks/unemployment_analysis.ipynb` → analysis notebook - `README.md` → project documentation ## 🔑 Key Insights - National unemployment rose from **31.4% (Q4 2025)** to **32.7% (Q1 2026)**. - Youth unemployment remains critically high at **60.2%**. - Labour force participation dropped to **59%**, the lowest since 2022. ## 🛠️ Tools Used - Python (pandas, matplotlib, seaborn) - Jupyter Notebook for analysis - GitHub for version control and collaboration ## 🚀 How to Use 1. Clone the repository:

Visit

github.com

NsovoShantel/south-africa-unemployment-analysis

A data analysis project on South African unemployment trends, with a focus on youth and provincial b

lihleloothando-debug/south-africa-unemployment-analysis

A beginer friendly data analysis project exploring unemployment trends in South Africa # south-afri

thwalan293-glitch/South-Africa-Unemployment-Analysis

Interactive Power BI dashboard analyzing unemployment trends in South Africa by gender, race, and ge

fatimaujunwa/South-African-Unemployment-Classification--Challenge-

# South African Youth Employment Prediction Challenge This project involves predicting the employmen

Forecasting the South African Unemployment Rate: A Comparative Analysis of ARIMAX and LSTM Models

This study looks into the predictive performance of linear econometric and deep learning methodologi

Bigjay101/mdlm-african-lang

Research fork of MDLM (Sahoo et al., 2024) exploring masked diffusion language modelling for low-res