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Transfer Entropy World Map (SDG 9)

Target: Research expenditure (% of GDP)

Select a feature to visualize its Transfer Entropy to the target indicator across countries.

Select a Feature

Researchers in R&D

Medium and high-tech manufacturing

Scientific Research Papers

Passenger-kilometers by rail

Largest Ten Year Age-group

Civil Society Participation

Median age

Machinery per ag land

Output Quantity

Commercial bank branches

Global Merchandise Exports

Dalys From All Causes

Taxes and Social Contributions

Years Colonized

Sex Ratio Age 5

Fixed Broadband Subscriptions

Sex Ratio Newborn

Common Good Justifications

Manufacturing Value Added

Mobile Cellular Subscriptions

Fixed Telephone Subscriptions

UHC Service Coverage

Share of population in range of mobile network

Small-scale industries with a loan

International financial support to infrastructure

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Note: Countries shown in gray have no Transfer Entropy data available. This occurs when the target indicator has constant values over time after discretization either because the country has already achieved the goal or because the value remained unchanged throughout the period. Countries with insufficient historical data points are also excluded.