November 4, 2026

Introduction

Understanding Economic Trends

Economic indicators help us understand the performance and stability of an economy.

In this presentation, we explore historical economic data from the United States using interactive graphs.

Our focus will be on three important indicators:

  • Unemployment
  • Personal savings
  • Consumer spending

Unemployment Trends

Personal Savings

Savings and unemployment

Personal savings represent the percentage of disposable personal income saved by households.

Let’s explore the relationship between personal savings and unemployment.

Consumer Spending

Changes in personal consumption

Consumer spending is an important driver of economic activity.

The following visualization explores changes in personal consumption expenditure over time.

Key Findings

Our visual exploration highlights several observations:

  • Unemployment changes considerably over time.
  • Personal savings rates fluctuate across economic periods.
  • Consumer expenditure generally increases over the long term.

These indicators provide different perspectives on economic performance.

Conclusion

Data visualization transforms complex information into meaningful insights.

Using R Markdown and Plotly, we explored historical economic trends through interactive visualizations.

Interactive graphs make data exploration more engaging and accessible.

Thank You!

Thank you for exploring this presentation!

Created using R Markdown and Plotly.

November 4, 2026