NILE ATLASMACROLAB

START HERE / A PRACTICAL GUIDE

From a headline to a useful answer.

Choose the question you want to answer. Start with the evidence, check what period it describes, and move to a model only when you need one.

What would you like to do?

  1. Understand a new economic headline
  2. Find a country’s economic data
  3. Compare two economies fairly
  4. Explore what could happen next

Need a definition first? Open the plain-English glossary.

01 / UNDERSTAND WHAT CHANGED

Read the briefing, then inspect the evidence.

The daily briefing brings together economic policy, markets and business developments across Egypt and four Gulf economies. Each story separates a short factual summary from its context and links to readable public evidence.

Check two dates: the Nile Atlas edition date groups the briefing, while the source date tells you when the underlying announcement or report appeared. A new article can describe an older economic period.

For a particular release, open the release desk. Its archive records values that the workspace actually observed; it does not reconstruct releases it never collected.

02 / FIND A COUNTRY’S DATA

Begin with the country, then choose the indicator.

Open the country research directory for Egypt, Saudi Arabia, the UAE, Kuwait or Oman. GDP growth and inflation pages include a historical chart, exact observations, source definitions and downloadable CSV and JSON files.

For other series, use the data explorer. Choose the economy and indicator before changing the transformation or period. Annual inflation measures the average change in consumer prices over a year; it is different from the latest monthly year-on-year headline. GDP growth measures the change in real output; it is different from the economy’s dollar value.

The official data hub provides separate national releases and source links. Some authorities have machine-readable feeds; others provide reports or tables. A source directory link does not itself indicate a live API connection.

03 / COMPARE LIKE WITH LIKE

Keep the years, units and definitions together.

Try Egypt versus Saudi Arabia or choose a pair in the comparison directory. The headline uses the latest common year, while the chart and complete table retain unmatched years and missing cells. A missing value stays missing.

Egypt’s national accounts can follow fiscal-year reporting, while the selected Gulf economies generally use calendar years. Matching a year label does not guarantee identical reporting periods. Always retain the period notes when quoting a comparison.

Use interactive comparisons to explore more indicators and transformations. A level, a year-to-year change and a percentage change answer different questions. Keep the chart’s unit visible when interpreting the result.

04 / EXPLORE THE FUTURE

Choose between a published projection, a model and a scenario.

The growth and global drivers view separates IMF GDP estimates and projections from historical data. Its commodity benchmarks are dated monthly averages, rather than live exchange quotes or tradable futures prices.

The policy and currency outlook lets you edit assumptions for 3-, 6- and 12-month paths. The business scenarios translate selected currency and borrowing-cost assumptions into sensitivities. Both are conditional calculations: their outputs change when the assumptions change.

For statistical work, the model studio and Bayesian forecast lab provide research tools with their sample and limitations. Read the model specification and benchmark before interpreting a result. A historical relationship can weaken after a policy change, and a prediction interval does not remove model risk.

Four checks before you use a number

  1. Period: Which month, quarter or year does it describe?
  2. Definition: Is it a level, a growth rate, an annual average or a change in percentage points?
  3. Status: Is it an observation, estimate, projection or editable scenario?
  4. Vintage: Which source version and retrieval date did you use?

Save the downloadable data with its source and retrieval date when you reproduce an analysis. Values can be revised later.

REFERENCE / IN PLAIN ENGLISH

The terms behind the tools.

These definitions explain the language used across the workspace. For a particular chart or model, its own source definition, units and assumptions take precedence.

Real GDP growth
The percentage change in the volume of output, after allowing for price changes. It answers “did production grow?” rather than “did prices rise?”. It is a growth rate, not the size of the economy.
Nominal GDP
The value of output at current prices. It can rise because prices increased, real output increased, or both. GDP measured in US dollars also changes when the local currency’s dollar exchange rate changes.
CPI inflation
The rate of change in a consumer price index, which tracks a specified household basket. Annual-average inflation compares annual averages; a monthly year-on-year release compares one month with the same month a year earlier. The two readings can differ.
Percent and percentage points (pp)
If an inflation rate rises from 10% to 12%, it increases by 2 percentage points. Relative to the initial 10%, that is a 20% increase. Use percentage points when subtracting two percentage-valued rates.
Policy rate
A central-bank interest rate used to influence financial conditions. Countries can have several benchmark rates, such as deposit and lending rates. Check which rate is quoted; it is not automatically the rate a customer receives from a bank.
Exchange-rate quote
The units matter. EGP per USD means the pounds needed to buy one dollar: a higher value means a weaker pound against the dollar. USD per EGP reverses that interpretation. The website’s policy and currency scenarios retain their stated quote convention.
Fiscal and calendar years
A calendar year runs from January through December. A fiscal year is a different annual reporting period. Egypt’s GDP reporting basis can differ from Gulf calendar-year reporting, so a matching year label does not guarantee matching months.
Source period
The month, quarter or year that a figure describes. A release published today can describe an earlier period. Keep the period separate from both its publication date and the date Nile Atlas retrieved it.
Data vintage
The version of a dataset available at a particular point in time. The same historical year can have a different value in a later vintage. Save the downloaded file, source and retrieval date when reproducing a result.
Revision
A later change to a previously reported value for the same period. A revision is different from a new observation for a later period. The release desk preserves values the workspace actually observed; it is not a complete reconstruction of earlier vintages.
Observations, estimates and projections
An observation is a value reported for an economic period; the provider may still estimate or later revise it. An estimate uses available evidence to approximate an outcome. A projection extends into a not-yet-fully-reported period under stated assumptions. Always read the source’s own status label.
Forecast and scenario
A forecast is a model-based statement about future outcomes. A scenario asks what would follow if specified assumptions held. The editable policy, currency and business paths are conditional scenarios; their output is not a calibrated probability of a central-bank decision.
Levels and changes
A level is the value itself. A first difference subtracts the preceding period’s value and keeps the original unit. A percentage change divides that difference by the preceding value. A rate’s first difference is often measured in percentage points.
Correlation and regression
Correlation describes how two series move together. Regression estimates an association under a chosen specification and sample. Neither alone establishes that one variable causes the other; missing drivers, policy shifts and timing can change the result.
AR(1) benchmark
A simple model that relates a variable to its own previous value and an intercept. It provides a baseline to compare with other forecasts. A fitted point path alone does not show the full uncertainty around future outcomes.
Bayesian VAR and shrinkage
A vector autoregression models several variables together using their past values. A Bayesian prior expresses assumptions about its coefficients before observing the sample. Shrinkage pulls uncertain estimates toward the prior, which can help with small samples but does not guarantee a better forecast.
Predictive and credible intervals
A predictive interval describes uncertainty about a future observation under the model, including future disturbances. A credible interval describes uncertainty about a model parameter or other inferred quantity. An 80% model band is conditional on the model and assumptions; it is not a guarantee about real-world outcomes.
Out-of-sample benchmark
A forecast evaluation fits a model using earlier observations and checks predictions against later targets. The website’s latest-vintage benchmarks use data as available now, so they do not recreate exactly what a forecaster knew at the historical forecast date.

Return to the four research journeys · Read detailed sources and methodology

Detailed sources and methodology · Editorial process and corrections · Start with a country