pyBDL documentation =================== What is the Local Data Bank (BDL)? ---------------------------------- The Local Data Bank (BDL, Bank Danych Lokalnych) is Poland's official statistical data warehouse, maintained by Statistics Poland (GUS). It provides access to a vast range of statistical indicators and datasets covering: - Demographics and population - Economy and labor market - Education, health, and social welfare - Environment and infrastructure - Regional and local statistics (down to municipality level) - Historical time series and more Data is available for various administrative units (country, voivodeship, county, municipality) and can be filtered by year, subject, and other attributes. The BDL is a primary source for open, official statistics in Poland. For a full description of available data, endpoints, and API usage, see: - Official BDL API documentation: https://api.stat.gov.pl/Home/BdlApi - BDL web portal: https://bdl.stat.gov.pl/bdl/start pyBDL is a modern, Pythonic client library for the Local Data Bank (BDL, Bank Danych Lokalnych) API, enabling easy, robust access to Polish official statistics for data science, research, and applications. Features -------- - Clean, modular API client for all BDL endpoints - Pandas DataFrame integration for tabular data - Full support for pagination, filtering, and internationalization - Built-in API key, language, and cache configuration - Open source, tested, and ready for data analysis and visualization Quick Start ----------- .. code-block:: python from pybdl import BDL, BDLConfig # Initialize client bdl = BDL(BDLConfig(api_key="your-api-key")) # Reads config from environment or defaults # Use the access layer (returns pandas DataFrames) df = bdl.data.get_data_by_variable(variable_id="3643", years=[2021]) print(df.head()) # Data is ready for analysis print(df.dtypes) print(df.columns) Configuration ------------- Configure your API key and options via environment variables or directly: .. code-block:: python from pybdl import BDLConfig config = BDLConfig(api_key="your-api-key", language="en", use_cache=True) bdl = BDL(config=config) Or set environment variables:: export BDL_API_KEY=your-api-key export BDL_LANGUAGE=en Documentation ------------- .. toctree:: :maxdepth: 2 :caption: User Guide main_client access_layer examples api_clients config rate_limiting .. toctree:: :maxdepth: 2 :caption: Reference appendix Contributing & License ---------------------- pyBDL is open source under the MIT license. Contributions and issues are welcome! For details, see the `GitHub repository `_.