Digital Commerce Readiness
1980–2023
Source, license and coverage
Supplier documentation. These claims are separate from the automated sample score. A listing edit date is not a data freshness date.
- License
- Not documented — confirm reuse terms with the seller
- Source / creator
- Supplier-cited: World Bank Open Data
- Collection method
- Supplier description: Expansive dataset of 25 digital commerce, trade, and economic readiness indicators for 261 countries spanning 1980-2023. Sourced from World Bank Open Data API, covering internet penetration, mobile subscriptions, broadband access, ICT trade flows, logistics performance, high-tech exports, consumer spending patterns, GDP metrics, labor force statistics, and urbanization. Ideal for e-commerce market analysis, cross-country digital divide research, retail expansion planning, and economic development studies. Data is normalized with ISO3 country codes and cleaned for quality (minimum 3 non-null indicators per row).
- Coverage / snapshot
- 1980–2023
- Data last updated
- Not documented
- Update schedule
- Not documented
Source attribution is supplier-reported. The source link identifies publisher documentation; it does not independently verify this uploaded extract. Coverage is stated by the supplier; it has not been verified against every record in the full file.
Sample structure score: 85.9 / 100
This automated check describes the inspected sample, not factual accuracy, legal rights, representativeness, or the quality of the entire dataset. It is not a customer rating.
Assessed 10 sample records (CSV) on 2026-10-09. All records in the provided sample were checked.
| Check | Points | Evidence |
|---|---|---|
| Populated cells | 35.9 / 50 | 201 of 280 top-level cells contain a value. Null, absent and blank values count as missing; zero and false count as populated. |
| Consistent value types | 30 / 30 | 201 of 201 populated cells match their column's most common observed type. Types are inferred, not checked against real-world truth. |
| Consistent record shape | 20 / 20 | 10 of 10 records have the expected fields. CSV/TSV use the header width; JSON uses the union of observed keys. |
Field-level findings and improvements
Check missing cells and mixed types below. Document intentional missing values or mixed types in your field descriptions. Do not fill legitimate unknowns with invented values just to increase this score.
| Field | Missing cells | Most common type | Other populated types |
|---|---|---|---|
| country_iso3 | 0 / 10 | string | 0 / 10 |
| country_name | 0 / 10 | string | 0 / 10 |
| year | 0 / 10 | number | 0 / 10 |
| Individuals using Internet (% of population) | 2 / 10 | number | 0 / 8 |
| Mobile cellular subscriptions (per 100 people) | 0 / 10 | number | 0 / 10 |
| Fixed broadband subscriptions (per 100 people) | 1 / 10 | number | 0 / 9 |
| Secure Internet servers (per 1M people) | 4 / 10 | number | 0 / 6 |
| High-technology exports (% of manufactured exports) | 4 / 10 | number | 0 / 6 |
| ICT goods imports (% total goods imports) | 2 / 10 | number | 0 / 8 |
| ICT goods exports (% total goods exports) | 10 / 10 | unknown | 0 / 0 |
| ICT service exports (% of service exports) | 4 / 10 | number | 0 / 6 |
| Logistics performance index (1-5) | 7 / 10 | number | 0 / 3 |
| Trade (% of GDP) | 3 / 10 | number | 0 / 7 |
| Trade in services (% of GDP) | 3 / 10 | number | 0 / 7 |
| GDP per capita (current USD) | 1 / 10 | number | 0 / 9 |
| Population total | 0 / 10 | number | 0 / 10 |
| Services value added (% of GDP) | 1 / 10 | number | 0 / 9 |
| Taxes on goods & services (% of revenue) | 5 / 10 | number | 0 / 5 |
| Merchandise trade (% of GDP) | 1 / 10 | number | 0 / 9 |
| Account ownership at financial institution (%) | 9 / 10 | number | 0 / 1 |
| Total labor force | 2 / 10 | number | 0 / 8 |
| Household consumption expenditure (% of GDP) | 3 / 10 | number | 0 / 7 |
| Household consumption per capita (constant 2015 USD) | 3 / 10 | number | 0 / 7 |
| Consumer price index (2010 = 100) | 5 / 10 | number | 0 / 5 |
| GDP growth (annual %) | 1 / 10 | number | 0 / 9 |
| Unemployment rate (% of total labor force) | 2 / 10 | number | 0 / 8 |
| GINI index (World Bank estimate) | 6 / 10 | number | 0 / 4 |
| Urban population (% of total) | 0 / 10 | number | 0 / 10 |
About this data
25 digital commerce, trade, and economic readiness indicators from World Bank Open Data, including internet penetration, mobile subscriptions, broadband access, ICT trade flows, logistics performance, high-tech exports, consumer spending, GDP, labor force, and urbanization metrics. Normalized with ISO3 country codes; rows retain minimum 3 non-null indicators.
Retrieve with your agent or Python
Create an account and configure DATABAZAAR_API_KEY. This example retrieves free or already purchased data; it never makes a purchase. For a multi-file dataset, choose a file index from the manifest.
Download the Python examplepython3 retrieve-dataset.py f561a123-f74a-41b2-ba9d-ca1ac838c3a9 --output dataset.bin
Full supplier documentation
Schema
| Name | Type | Description |
|---|---|---|
| country_iso3 | string | |
| country_name | string | |
| year | string | |
| Individuals using Internet (% of population) | string | |
| Mobile cellular subscriptions (per 100 people) | string | |
| Fixed broadband subscriptions (per 100 people) | string | |
| Secure Internet servers (per 1M people) | string | |
| High-technology exports (% of manufactured exports) | string | |
| ICT goods imports (% total goods imports) | string | |
| ICT goods exports (% total goods exports) | string | |
| ICT service exports (% of service exports) | string | |
| Logistics performance index (1-5) | string | |
| Trade (% of GDP) | string | |
| Trade in services (% of GDP) | string | |
| GDP per capita (current USD) | string | |
| Population total | string | |
| Services value added (% of GDP) | string | |
| Taxes on goods & services (% of revenue) | string | |
| Merchandise trade (% of GDP) | string | |
| Account ownership at financial institution (%) | string | |
| Total labor force | string | |
| Household consumption expenditure (% of GDP) | string | |
| Household consumption per capita (constant 2015 USD) | string | |
| Consumer price index (2010 = 100) | string | |
| GDP growth (annual %) | string | |
| Unemployment rate (% of total labor force) | string | |
| GINI index (World Bank estimate) | string | |
| Urban population (% of total) | string |
Sample Data
Preview a sample of the data before downloading.
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For AI Agents
# 1. Add to your agent's MCP config (claude_desktop_config.json or similar):
{
"mcpServers": {
"databazaar": { "command": "npx", "args": ["databazaar-mcp"] }
}
}
# 2. Your agent can then call:
search_datasets({ query: "Digital Commerce Readiness" })
// Found: f561a123-f74a-41b2-ba9d-ca1ac838c3a9
get_download_url({ dataset_id: "f561a123-f74a-41b2-ba9d-ca1ac838c3a9" }) // free — sign in with MCP OAuth first# Free dataset — sign in or use your account API key: curl https://api.databazaar.io/datasets/f561a123-f74a-41b2-ba9d-ca1ac838c3a9/download-url -H "Authorization: Bearer $DATABAZAAR_API_KEY"