DEMO PRESENTATION

DEMO PRESENTATION

Sample Team

2025-01-01

Overview

PRESENTATION DEMO

This presentation explores the relationship between education levels and economic growth indicators using World Bank data.

Key findings:

Higher education correlates with stronger economies
Technology and manufacturing sectors show strongest effects
Regional variations exist in education-growth relationships

Data Sources

We analyzed data from multiple World Bank datasets:

World Development Indicators (WDI)
Education Statistics (EdStats)
Jobs Indicators Database

Methodology

Data collection and cleaning
Feature engineering for education metrics
Economic indicator analysis
Correlation and regression modeling
Regional segmentation analysis

Key Findings

Region	Education Score	GDP Growth	Correlation
East Asia	85.2	6.8%	0.82
Europe	88.5	2.1%	0.75
N. America	87.3	2.4%	0.71
Sub-Saharan Africa	62.1	4.2%	0.68

Technology Sector Impact

Countries with higher tertiary education rates show:

📈 3.2x more tech sector jobs
💰 45% higher average wages in tech
🏢 2.1x more tech startups per capita

Manufacturing Sector

Education’s role in manufacturing transformation:

Manufacturing Evolution

Higher skilled workforce enables advanced manufacturing adoption

Regional Analysis

Visualization: Regional education vs. economic growth

Recommendations

Policy Implications

Increase tertiary education access
Align curricula with industry needs
Invest in vocational training programs

Next Steps

Expand analysis to include more recent data
Develop predictive models for policy planning
Create interactive dashboard for stakeholders

Questions?

Contact:

Team Testers
DataDive 2025

Thank you for your attention! 🎓📊