Macro by Mark

Global economic data, empirical models, and macro theory all in one workspace

Follow the thread from any direction

Data provided by

FRED BLS BEA IMF World Bank OECD Eurostat Census DOL EIA Treasury H.10 BIS ISM Conference Board UNICEF

Understand the economy from curiosity to evidence

Macro by Mark is a macroeconomics learning and analysis platform for students, educators, researchers, investors, and policy readers, combining official economic indicators, country pages, release calendars, dashboards, macro concepts, model routes, and empirical workflows in one connected web workspace.

The Learning-to-Analysis Pathway

Start with the economy you are trying to understand.

GDP, inflation, jobs, rates, housing, trade, fiscal policy.

Why is inflation sticky?

Is the labor market cooling?

What happens when rates stay high?

Built for every macro workflow

Research, teaching, investing, and policy work each get a focused path that stays readable on every screen.

From your first econ class to your last

Students

GDP, inflation, unemployment, and core models explained with interactive theory, real data, and visual walkthroughs

macrobymark.com/macro

Concept map lesson

GDP and Output

guided

Production

Income

Spending

Real GDP

A short map changes every few seconds so the lesson feels alive without leaving the page.

Interactive macro lessons and guided fundamentalsVisual walkthroughs of AD-AS, IS-LM, Solow, Phillips, and moreLive indicators that match your courseworkExportable charts for assignments and citations

Start Learning

Bring the global economy into your classroom

Educators

Pull live indicators into your slides. Assign interactive models instead of static problem sets. Show your students the economy as it moves with sources they can verify.

macrobymark.com/dashboard/macro-101

Shared dashboard

macrobymark.com/d/macro-101-sp26Copy Link

Custom dashboards you can share with students by linkEmbeddable charts and dashboards for lecturesClassroom-ready model walkthroughs (DSGE, AD-AS, Solow, Taylor Rule)Citation-ready data exports

Start Teaching

Where the data, the models, and the theory live in one place

Researchers

Pull harmonized panels from FRED, World Bank, OECD, IMF, BLS, Eurostat, and BIS. Run DSGE, agent-based, RBC, and Phillips models against them. Export everything.

macrobymark.com/indicators/sources

Data Providers

FREDtrusted

BEAtrusted

BLStrusted

Censustrusted

Treasurytrusted

EIAtrusted

IMFtrusted

OECDtrusted

World Banktrusted

Eurostattrusted

ECBtrusted

Bank of Englandtrusted

FREDtrusted

BEAtrusted

BLStrusted

Censustrusted

Treasurytrusted

EIAtrusted

IMFtrusted

OECDtrusted

World Banktrusted

Eurostattrusted

ECBtrusted

Bank of Englandtrusted

All series harmonized by date, frequency, and unit

7+ official data sources, harmonizedDSGE, agent-based, RBC, OLG, Mundell-Fleming, Solow, Taylor Rule, Phillips, IS-LMReproducible exports (CSV, JSON, bundles)Scoped API for catalog, watchlists, and dashboards

Start Research

Read the cycle before the cycle reads you.

Investors

Track the indicators that actually move risk: rates, inflation, employment, liquidity, growth. Watch the FOMC calendar. Read the cycle. Position with context, not headlines.

macrobymark.com/dashboard

Market dashboard

Real-time Fed Funds, CPI, Core PCE, Unemployment, Real GDP, M2Economic calendar with FOMC, CPI release, NFP, GDP printsCross-country macro comparisonsCustom watchlists and alerts

Start Dashboard

Built for StudentsEducatorsResearchersInvestors

From your first econ class to your last

Bring the global economy into your classroom

Where the data, the models, and the theory live in one place

Read the cycle before the cycle reads you.

GDP, inflation, unemployment, and core models explained with interactive theory, real data, and visual walkthroughs

Start Learning

Pull live indicators into your slides. Assign interactive models instead of static problem sets. Show your students the economy as it moves with sources they can verify.

Start Teaching

Pull harmonized panels from FRED, World Bank, OECD, IMF, BLS, Eurostat, and BIS. Run DSGE, agent-based, RBC, and Phillips models against them. Export everything.

Start Research

Track the indicators that actually move risk: rates, inflation, employment, liquidity, growth. Watch the FOMC calendar. Read the cycle. Position with context, not headlines.

Start Dashboard

macrobymark.com/macro

Concept map lesson

GDP and Output

guided

Production

Income

Spending

Real GDP

A short map changes every few seconds so the lesson feels alive without leaving the page.

macrobymark.com/macro/models/ad-as

AD-AS-LRAS walkthrough

Macroeconomic chart static chart preview showing AD, SRAS, LRAS, Equilibria

macrobymark.com/indicators

Coursework indicators

macrobymark.com/indicators/cpi

CPI - All Urban Consumers

Export ▾

CPI - All Urban Consumers

Monthly · Index

320.6Last 5Y

Export as

PNGCSVJSONPDF

Includes APA citation and source metadata

macrobymark.com/dashboard/macro-101

Shared dashboard

macrobymark.com/d/macro-101-sp26Copy Link

macrobymark.com/macro/models/ad-as

Embeddable model chart

Copy CodePreview

macrobymark.com/macro/models/ad-as

Classroom walkthrough

AD-AS-LRAS

5 steps, 12 min

Assign

macrobymark.com/indicators/cpi

GDP chart

Format

APA 7thMLA 9ChicagoBibTeX

Bureau of Labor Statistics. (2026). Consumer Price Index - All Urban Consumers. Retrieved from Macro by Mark.

Copy CitationDownload CSV

macrobymark.com/indicators/sources

Data Providers

FREDtrusted

BEAtrusted

BLStrusted

Censustrusted

Treasurytrusted

EIAtrusted

IMFtrusted

OECDtrusted

World Banktrusted

Eurostattrusted

ECBtrusted

Bank of Englandtrusted

FREDtrusted

BEAtrusted

BLStrusted

Censustrusted

Treasurytrusted

EIAtrusted

IMFtrusted

OECDtrusted

World Banktrusted

Eurostattrusted

ECBtrusted

Bank of Englandtrusted

All series harmonized by date, frequency, and unit

macrobymark.com/labs

Model Families

DSGE

Structural

Agent-Based

Simulation

RBC

Structural

OLG

Lifecycle

Mundell-Fleming

Open economy

Solow

Growth

Taylor Rule

Policy rule

Phillips

Empirical

IS-LM

Goods and money

macrobymark.com/macro/models/ad-as

Reproducible export

Reproducibility bundle

GraphProofDataCitationManifest

Every export carries the parameter snapshot, run hash, and source manifest.

macrobymark.com/about/api

Scoped API

KEYmbm_live_••••••catalog.watchlists.dashboards

GET /api/v1/indicators
?topic=gdp
&limit=3
scope: indicators:read

{
"indicators": [...],
"pagination": {...}
}

GDP

CPI

Fed Funds

macrobymark.com/dashboard

Market dashboard

macrobymark.com/calendar

Economic Calendar

DateReleaseTime

Apr 30

GDP (Advance)

8:30 AM

May 1

ISM Manufacturing PMI

10:00 AM

May 2

Nonfarm Payrolls

8:30 AM

May 7

FOMC Rate Decision

2:00 PM

May 13

CPI (All Items)

8:30 AM

May 15

Retail Sales

8:30 AM

May 22

Initial Claims

8:30 AM

May 29

PCE Price Index

8:30 AM

macrobymark.com/indicators/compare

GDP Growth Comparison

Year: 2022GDP YoY % (real)

🇺🇸 United States

2.5%

🇪🇺 Euro Area

3.4%

🇬🇧 United Kingdom

4.1%

🇯🇵 Japan

1.0%

🇨🇳 China

3.0%

macrobymark.com/dashboard/watchlist

My Watchlist

Fed Funds Rate

CPI - All Items

10Y Treasury Yield

Off

Initial Claims

ISM Manufacturing

Off

Track the global economy through calendar, news, and indicators

Macro calendar

Open calendar →

June 2026

MON

TUE

WED

THU

FRI

SAT

SUN

Construction Spend..

Initial Unemployme..

Employment Situation

Initial Unemployme..

Consumer Price Index

Empire State Manuf..

RBA Monetary Polic..

FOMC Rate Decision..

Bank of England MP..

New Home Sales

Durable Goods Orders

Consumer Confidence

8:30

EST • AM

Friday, June 12

Consumer Price Index

Headline CPI release for broad consumer inflation.

Previous311.6

Model expected311.8

Macro news

Open news →

Reuters

Release notes, central-bank updates, and statistical feeds arranged into one readable news surface.

Image: Macro by Mark editorial

Financial Conditions

Exclusive: UAE to unlock billions of dollars for Iran, sources say - Reuters

Exclusive: UAE to unlock billions of dollars for Iran, sources say Reuters

6:12 PMRead →

CNBC

Release notes, central-bank updates, and statistical feeds arranged into one readable news surface.

Image: Macro by Mark editorial

Financial Conditions

FedEx's yearslong turnaround is facing a big test after executing on a major catalyst

Investors now want to know if the payoff is finally arriving.

6:06 PMRead →

European Central Bank

Release notes, central-bank updates, and statistical feeds arranged into one readable news surface.

Image: Macro by Mark editorial

Monetary Policy

Decisions taken by the Governing Council of the ECB (in addition to decisions setting interest rates)

Decisions taken by the Governing Council of the ECB (in addition to decisions setting interest rates) Follow the full release for details.

1:00 PMRead →

Macro indicators

Official-source library

Source trail intact from release to chart

Economic Indicator Library

Macro by Mark official-source data, source metadata, and country-aware series in one research surface

165+

Official sources

259+

Countries

Topic groups

Explore indicators →

Provider spine

verified sources

FRED

Source

BLS

Source

BEA

Source

Federal Reserve

Source

World Bank

Source

OECD

Source

Eurostat

Source

IMF

Source

Metadata

Release

Dashboard

Track the global economy through the

Calendar releases, macro news, and official-source indicators stay connected so the source trail never disappears

Explore calendar→

Release calendar

Upcoming data in one source trail

8:30

ET / AM

Friday, Jun 12

Consumer Price Index

Headline CPI release for broad consumer inflation.

Jun 1

Construction Spending

Jun 1

Manufacturing Employment (BLS)

Jun 4

Initial Unemployment Claims

Jun 5

Employment Situation

June 2026

live schedule

Construction Spend..

Initial Unemployme..

Employment Situation

Initial Unemployme..

Consumer Price Index

Empire State Manuf..

RBA Monetary Polic..

FOMC Rate Decision..

Bank of England MP..

New Home Sales

Durable Goods Orders

Consumer Confidence

Release queue

Upcoming events stay ordered by date and importance

Time context

ET timing and event metadata stay visible beside the grid

Data path

Calendar entries connect back into indicator evidence

Explore news→

Market headlines

Headlines connected to source data

Financial Conditions

Exclusive: UAE to unlock billions of dollars for Iran, sources say - Reuters

Exclusive: UAE to unlock billions of dollars for Iran, sources say Reuters

Source feed

today

CNBC

FedEx's yearslong turnaround is facing a big test after executing on a major catalyst

European Central Bank

Decisions taken by the Governing Council of the ECB (in addition to decisions setting interest rates)

CNBC

Jim Cramer's top 10 things to watch in the stock market Friday

Source trail

Publisher, category, and evidence context stay attached

Daily scan

Fresh stories resolve into a fast market-read queue

Signal routing

Headlines stay connected to releases and indicators

Explore indicators→

Official-source library

Source trail intact from release to chart

Economic Indicator Library

Macro by Mark official-source data, source metadata, and country-aware series in one research surface

165+

Official sources

259+

Countries

Topic groups

Explore indicators →

Provider spine

verified sources

FRED

Source

BLS

Source

BEA

Source

Federal Reserve

Source

World Bank

Source

OECD

Source

Eurostat

Source

IMF

Source

Metadata

Release

Dashboard

Provider path

Source, metadata, release, and dashboard stay linked

Country scope

Country-aware series keep geography explicit

Topic routing

GDP, prices, labor, trade, and policy stay grouped

Turn them into widgets on your own dashboard

Drag official-source indicators into a board, then keep the chart, release, and readout together.

Dashboard

Research desk

Keep GDP, labor, prices, models, and notes in one board as your questions develop.

Real GDP

FRED·quarterly·Trillions USD·Level

$24.8Last 5Y

Unemployment

BLS·monthly·Percent·Level

4.2Last 5Y

Inflation

BEA·monthly·Percent·Level

2.6Last 5Y

plus more widgets like models, notes, and more!

and more

Save a classroom board, a market monitor, a policy packet, and a research desk side by side.

more dashboards

AD-AS-LRAS

AD-AS-LRAS·introductory·Interactive model

AD intercept (real GDP at P=0)176

AD slope0.90

SRAS intercept (price index at Y=0)5

Output

Price level

Long-run gap

Research scratchpad

Notes widget·Preview

Why did inflation cool while unemployment stayed low?

Preview

Master Macroeconomics

Questions route into concepts, schools, models, policy, World, and History for context.

What is inflation?

What is GDP?

Are we heading toward a recession?

Why can't we just print more money?

Should I buy a house now?

I have a macro exam tomorrow.

How will the war affect me?

Should I send money abroad now?

Overview Concepts Schools World Policy Models History

Test your own theory with Macro Lab

STATISTICAL CORE

Beta

Empirical Forecasting

Run forecast-capable indicators through beta empirical workflows with diagnostics, holdout scoring, and clear method limits.

TIME-SERIES FORECAST

R-SQUARED

0.871

ADF STAT

-3.42

LAG ORDER

2 (AIC)

ARIMA, Ridge, and ensemble forecast paths in beta
Data Import from official-source indicator records
Stationarity, residual, and benchmark diagnostics
Open lab

ENSEMBLE WORKBENCH

Beta

Forecast Combination

Combine compatible source forecasts into an ensemble forecast with transparent weights, holdout scoring, and loss comparisons.

COMBINATION WEIGHTS

MODELS

4 pooled

LOSS

RMSE

WEIGHTS

Weighted

Bates-Granger, BMA, stacking, and Granger-Ramanathan weights
Holdout scoring before a combined forecast is shown
Not a general regression-analysis workspace
Open lab

STRUCTURAL MODELING

Coming soon

DSGE Simulation

Coming soon: a structural Macro Lab runtime for solving and estimating DSGE models, then reading shocks and policy counterfactuals.

IMPULSE RESPONSE

LOG-LIKELIHOOD

-412.7

POSTERIOR

0.934

SHOCKS

6 active

RBC, New Keynesian, and open-economy templates planned
Impulse responses and decomposition outputs once the engine ships
Bayesian estimation remains runtime-gated

HETEROGENEOUS AGENTS

Coming soon

Agent-Based Dynamics

Coming soon: a heterogeneous-agent simulation runtime for policy experiments, networks, stress tests, and distributional outcomes.

AGENT DISTRIBUTION

AGENTS

10,000

GINI

0.38

RUNS

500 MC

Configurable agent populations in development
Network contagion and paired-seed experiments planned
Monte Carlo simulation remains runtime-gated

Lastly, built for You

One account. Many starting points. Yours.

You are the student, continuously learning. You are the educator who helps others to understand. You are the researcher who will always remain curious. You are the investor who invests in yourself. You are all these people all at once at the same time. Your ideas develop from your mind to your dashboards, to your questions, and to your view. Macro by Mark is for you.

Start now for free Already have an account?

Macro by Mark

Understand the economy from curiosity to evidence

Start with the economy you are trying to understand.

Built for every macro workflow

Students

Educators

Real GDP

Unemployment

Inflation

Fed Funds Rate

Researchers

Investors

Real GDP

Unemployment

Inflation

Fed Funds Rate

Built for StudentsEducatorsResearchersInvestors

Real GDP

Unemployment

Inflation

Fed Funds Rate

CPI - All Urban Consumers

Real GDP

Unemployment

Inflation

Fed Funds Rate

Real GDP

Unemployment

Inflation

Fed Funds Rate

Track the global economy through calendar, news, and indicators

Macro calendar

Consumer Price Index

Macro news

Exclusive: UAE to unlock billions of dollars for Iran, sources say - Reuters

FedEx's yearslong turnaround is facing a big test after executing on a major catalyst

Decisions taken by the Governing Council of the ECB (in addition to decisions setting interest rates)

Macro indicators

Economic Indicator Library

Track the global economy through the macro calendarmacro newsmacro indicators

Consumer Price Index

Turn them into widgets on your own dashboard

Research desk

Real GDP

Unemployment

Inflation

AD-AS-LRAS

Research scratchpad

Master Macroeconomics

Test your own theory with Macro Lab

Empirical Forecasting

Forecast Combination

DSGE Simulation

Agent-Based Dynamics

Track the global economy through the