China Economic Data: Complete Guide to NBS, PBoC & Alternative Sources

The Challenge of China Data

China is the world's second-largest economy, but its data presents unique challenges:

• State control: Official statistics from government agencies
• Reliability questions: Well-documented concerns about accuracy
• Accessibility: Language barriers, website issues
• Timeliness: Some data less frequent than Western equivalents

This guide helps you navigate these challenges.

Official Data Sources

National Bureau of Statistics (NBS)

The primary source for Chinese economic data.

Website: stats.gov.cn (Chinese), some English available

Key Releases:

IQ Score: 85 (due to methodology concerns)

People's Bank of China (PBoC)

Central bank data on monetary and financial conditions.

Key Series:

• Total Social Financing (TSF)
• New Yuan Loans
• M1, M2 Money Supply
• Foreign Exchange Reserves
• Interest Rates (LPR, MLF)

IQ Score: 88

General Administration of Customs

Trade data—exports, imports by country and product.

IQ Score: 90 (trade data generally more reliable)

Ministry of Finance

Fiscal data—government revenue, expenditure, budget.

Data Reliability Issues

Well-Known Concerns

GDP smoothing:

• Official GDP growth remarkably stable
• Rarely revised significantly
• Doesn't match other indicators during stress

"Li Keqiang Index":

Premier Li famously said he watches:

• Electricity consumption

• Rail freight

• Bank lending

...rather than GDP figures.

Which Data Is More Reliable?

Generally More Reliable:

• Trade data (verified by partner countries)
• Financial data (harder to manipulate)
• Electricity consumption
• PMI surveys (private)

Less Reliable:

• GDP levels (growth rates may be more accurate)
• Provincial data (often inflated)
• Employment data (limited coverage)
• Some investment data

Alternative Data Sources

Caixin PMI (Private)

IQ Score: 92

Published by Caixin/S&P Global, independent of government.

Differences from Official PMI:

• Smaller sample size (~400 vs 3,000)
• More small/private firms
• Often diverges from official
• Considered more reliable by markets

Satellite and Alternative Data

Night lights: Correlates with economic activity

Shipping/AIS data: Port activity, trade flows

Air quality: Industrial production proxy

Web scraping: Prices, housing data

Several research firms offer these:

• SpaceKnow
• Orbital Insight
• Kayrros

Research Firm Estimates

China Beige Book:

Grassroots survey of Chinese businesses.

Quarterly release, subscription-based.

Rhodium Group:

Adjusted GDP and other estimates.

Conference Board China Center:

Alternative economic indicators.

Accessing China Data via International Sources

IMF

World Economic Outlook includes China data with some standardization.

World Bank

World Development Indicators—consistent methodology.

OECD

China is not a member, but OECD publishes China data.

BIS

Bank for International Settlements—financial/banking data.

CEIC

IQ Score: 94

Commercial provider with excellent China coverage.

• Standardized series
• English interface
• Historical data
• Premium pricing

Key Indicators Deep Dive

Total Social Financing (TSF)

China's broadest credit measure.

Components:

• Bank loans
• Corporate bonds
• Shadow banking
• Government bonds (recently added)

Why it matters:

• Best measure of credit impulse
• Leads real economy by ~6 months
• Policy transmission channel

Credit Impulse

Change in new credit as % of GDP

Formula:

(New TSF this year - New TSF last year) / GDP

Powerful leading indicator for:

• Chinese growth
• Global commodity demand
• Emerging market assets

Property Sector Data

Key series:

• Property investment (FAI component)
• Floor space started/sold
• Property prices (70-city index)
• Developer financing

Property = ~25-30% of Chinese GDP (directly + indirectly).

PMI Details

Building a China Dashboard

Monthly Tracking

• Caixin PMI - Private sector pulse

• TSF/Credit data - Policy transmission

• Trade data - Export health

• Industrial production - Activity (with caveats)

Quarterly Review

• GDP (official vs estimates)
• FAI breakdown
• Property sector health
• Fiscal data

Cross-Referencing

• Compare with trade partner data
• Check commodity demand
• Look at Korea/Taiwan exports to China
• Verify with alternative data

Practical Tips

• Never rely on single source: Cross-reference multiple indicators

• Watch for revisions: Rare but meaningful when they happen

• Use partner country data: Taiwan, Korea exports verify Chinese demand

• Follow the credit cycle: TSF and credit impulse are key

• Private PMIs matter: Caixin often more honest than official

• Property is key: Watch closely for systemic risks

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