Financial Sector & Banking Data

Access comprehensive World Bank financial indicators including bank account ownership, credit access, financial inclusion metrics, stock market data, remittances, and mobile money adoption through a natural language query interface with gender gap analysis and global comparisons.

Overview

This tool provides natural language access to World Bank financial sector data covering financial inclusion (Global Findex), banking infrastructure, credit and lending rates, stock markets, remittances, and mobile money adoption. It supports automatic gender gap calculations, global average comparisons, and SDG alignment tracking (SDG 1, 5, 8.10, 10).

Data is sourced from the World Bank Data API including the Global Findex Database, Financial Sector Indicators, International Debt Statistics, and World Development Indicators.

Actions

query_financial_data

Query financial sector indicators for any country or region.

Required Parameters

• action (string): Must be "query_financial_data"

Optional Parameters

• country_or_region (string, default: "World"): Country name or ISO3 code

  • Country names: "United States", "India", "Kenya", "Nigeria"
  • ISO3 codes: "USA", "IND", "KEN"
  • Global: "World"
  • If not provided, defaults to World (WLD) data
  • Maximum 100 characters

• financial_aspect (string, default: "all"): Financial category to query

  • "banking" - Account ownership, bank branches per 100k adults, ATM density, bank deposit ratios
  • "credit" - Domestic credit to private sector (% GDP), borrowing rates, lending interest rate
  • "inclusion" - Account ownership by gender (male/female), mobile money accounts, savings at financial institutions
  • "markets" - Stock market capitalization (% GDP), trading volume, turnover ratio
  • "remittances" - Remittances received (% GDP and USD), remittances sent (USD)
  • "all" - All financial indicators (19 indicators)
  • If an unrecognized value is provided, defaults to all indicators

• calculate_gender_gaps (boolean, default: true): Calculate gender disparities in financial inclusion. Returns male/female values, gap in percentage points, relative gap percentage, and status (male advantage/female advantage/equal). Only applies when financial_aspect is "inclusion", "all", or null.

• time_period (string, default: "latest"): Time period for data retrieval

  • "latest" - Fetches the last 10 years and returns the most recent non-null value
  • "YYYY" - Single specific year (e.g., "2021"), must be between 1960 and current year
  • "YYYY:YYYY" - Year range (e.g., "2017:2021"), both years must be between 1960 and current year

• include_targets (boolean, default: true): Include Global Findex targets (Universal Financial Access by 2030, 80% account ownership target, gender gap elimination) and SDG alignment information (SDG 1, 5, 8.10, 10) in the response

Example: Financial inclusion with gender analysis

{
  "action": "query_financial_data",
  "country_or_region": "Nigeria",
  "financial_aspect": "inclusion",
  "calculate_gender_gaps": true
}

Example: Banking infrastructure

{
  "action": "query_financial_data",
  "country_or_region": "Switzerland",
  "financial_aspect": "banking"
}

Example: Stock market overview

{
  "action": "query_financial_data",
  "country_or_region": "United States",
  "financial_aspect": "markets"
}

Example: Remittance flows

{
  "action": "query_financial_data",
  "country_or_region": "Philippines",
  "financial_aspect": "remittances"
}

Example: Global financial overview

{
  "action": "query_financial_data",
  "country_or_region": "World",
  "financial_aspect": "all",
  "include_targets": true
}

Example: Gender gap study over time

{
  "action": "query_financial_data",
  "country_or_region": "India",
  "financial_aspect": "inclusion",
  "calculate_gender_gaps": true,
  "time_period": "2017:2021"
}

Response Structure

Responses include:

• country: The queried country or region name
• country_code: Resolved ISO3 country code
• aspect: The financial aspect queried
• time_period: The time period used
• data: Object with each indicator containing:
  • value: The numeric value (null if no data available)
  • date: Year of the data point
  • country: Country name from API
  • indicator: Full indicator description
  • unit: Unit of measurement
  • global_comparison (for non-World queries): global_average, difference_absolute, difference_pct, comparison ("above global average"/"below global average")
  • error: Error message if data fetch failed
• gender_gap_analysis (when calculate_gender_gaps is true and inclusion data available): male_value, female_value, gap_percentage_points, gap_relative_pct, status
• financial_access_gap (when account_ownership data available): population_with_accounts_pct, population_without_accounts_pct, progress_to_universal_access_pct
• mobile_money_insight (when mobile money data available): mobile_money_adoption_pct with significance note
• global_findex_targets (when include_targets is true): Universal Financial Access by 2030 target, 80% account ownership target, gender gap elimination target
• sdg_alignment (when include_targets is true): SDG 1, 5, 8.10, and 10 alignment descriptions
• summary: total_indicators_requested, indicators_with_data, data_availability_pct

Key Indicators Reference

Financial Inclusion (Global Findex)

Banking Infrastructure

Credit & Lending

Stock Markets

Remittances

Workflows

1. Financial Inclusion Assessment: Query financial_aspect: "inclusion" with calculate_gender_gaps: true to get account ownership rates, gender disparities, mobile money adoption, and financial access gaps
2. Banking Sector Analysis: Query financial_aspect: "banking" to assess bank branch density, ATM availability, and compare against global averages
3. Credit Market Research: Query financial_aspect: "credit" to analyze lending rates, domestic credit levels, and borrowing access
4. Remittance Economy Analysis: Query financial_aspect: "remittances" for countries with significant diaspora to understand remittance flows as percentage of GDP
5. SDG Progress Tracking: Query financial_aspect: "all" with include_targets: true to track progress toward Universal Financial Access 2030 targets

Notes

• Financial inclusion data (Global Findex) is updated every 3 years via surveys; most recent data is from 2021
• Banking infrastructure data is updated annually
• Stock market data is updated monthly/annually
• Gender-disaggregated data availability varies by country
• Mobile money data is particularly relevant for Sub-Saharan Africa and South Asia
• Some indicators may not be available for all countries or time periods
• When time_period is "latest", the tool fetches the last 10 years and returns the most recent non-null value
• Global comparisons are automatically included for non-World queries when indicator data is available
• The tool fetches all requested indicators concurrently for performance
• If no data is available for any indicator, the response returns success: false with a message
• Country names longer than 100 characters are rejected
• Unrecognized country names raise a ValueError with guidance on accepted formats
• The summary section shows data availability percentage to help assess data completeness

Pricing

$0.05 per request