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EGYPT IN FOCUS · THE GULF IN CONTEXT

Egypt and Gulf economic data, with context.

Nile Atlas MacroLab is an independent research workspace covering Egypt, Saudi Arabia, the United Arab Emirates, Kuwait and Oman. Read original dated briefings, compare source-linked economic indicators and explore transparent statistical models.

Read the daily briefing → · Egypt inflation · Egypt GDP growth · Compare Egypt and Saudi Arabia

Browse the research directory: Egypt · Saudi Arabia · UAE · Kuwait · Oman.

A public economic research workspace

The interactive dashboard includes annual data, observed official releases, IMF growth projections, monthly commodity benchmarks and editable policy, currency and business scenarios. The Bayesian forecast lab exports CSV and JSON; OLS results also include an exact-sample Python reproduction script.

Source dates, native reporting periods and model assumptions remain visible. Historical observations, IMF projections and hypothetical scenarios have separate labels. Country pages credit the underlying data producers.

Sources and methodology → · About Mina Lawendy →

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Reproduce in Python

This script includes the exact transformed and lagged model sample. Copy it into a .py file and run it with pandas and statsmodels installed.