Overview

Global Economics Dashboard

Filter by country, tighten the time window, rotate the 3D macro space, and keep the analysis flow in one high-energy admin view.

Interactive Plotly3D Cluster ViewLive Filters
1990
2025

Combined GDP

$40.11T

Latest usable year: 2024

Combined Population

875.45M

Across the current visible basket

Avg Inflation

2.83%

Mean value since 2015 in the filtered view

Avg Unemployment

4.78%

Mean value since 2015 in the filtered view

Dashboard

GDP Trend Engine

Interactive multi-country GDP timeline

Dashboard

Population Momentum

Long-run population shifts across the visible slice

Dashboard

3D Economic Space

The dashboard centerpiece: rotate this to inspect recent macro clusters in real feature space

Dashboard

Inflation Pressure

Recent average inflation ranking

Dashboard

Labor Stress

Recent unemployment comparison

Dashboard

ML Insight Cards

Segment summaries from the lightweight dashboard-side clustering pass

Cluster 0

10 country-year observations grouped by similar macro characteristics.

Avg GDP
$1.89T
Avg Inflation
5.84%
Avg Unemployment
10.80%
Cluster 1

30 country-year observations grouped by similar macro characteristics.

Avg GDP
$3.05T
Avg Inflation
2.29%
Avg Unemployment
2.98%
Cluster 2

10 country-year observations grouped by similar macro characteristics.

Avg GDP
$22.43T
Avg Inflation
2.88%
Avg Unemployment
4.68%

Dashboard

Signal Summary

Quick directional reads from the currently visible slice

Mean Population157.52M
Mean Inflation35.29%
Mean Unemployment5.76%
Visible Rows180

Dashboard

Growth Leaders

Long-run GDP and population growth across the filtered scope

CountryGDP GrowthPopulation Growth
Philippines813.94%84.30%
Brazil459.43%42.14%
United States382.14%36.25%
Germany163.51%5.14%
Japan26.42%0.40%

Dashboard

Latest Snapshot

Most recent row per country from the processed dataset

CountryYearGDPUnemployment
Brazil2025Pending5.97%
Germany2025Pending3.71%
Japan2025Pending2.45%
Philippines2025Pending2.23%
United States2025Pending4.20%