2025 Data Tooling Updates: What's New for Economic Data Pipelines
A comprehensive overview of the latest updates in data tooling for economic analysis, covering new features in Apache Airflow 2.9, dbt 1.8, and emerging serverless solutions.
Tracking our journey in building a comprehensive economic data platform.
Documenting various data formats with practical examples and format comparison guides.
Developing quick-start guides for common data analysis tools and platforms.
Gathering detailed metadata and characteristics for each data source. Building comprehensive profiles of data providers.
Established processes for regular data source validation and updates. Implemented automated checks for data quality.
Collected and processed initial set of economic data sources. Created basic categorization system for source types.
Initial deployment of core site framework and essential navigation. Established base architecture using Astro for optimal performance.
Creating step-by-step guides for extracting and processing data from different sources.
Building catalog of key datasets available within each data source. Creating structured index of valuable datasets.
Implementing advanced search capabilities with filtering and comparison tools.
System for community feedback and notes on data sources. Collaborative knowledge sharing platform.
Comprehensive index of all datasets across sources with comparison tools.
A comprehensive overview of the latest updates in data tooling for economic analysis, covering new features in Apache Airflow 2.9, dbt 1.8, and emerging serverless solutions.
Essential approaches for managing API version changes in economic data pipelines, including strategies for handling breaking changes from central banks and statistical agencies.
A practical comparison of AWS Glue, Azure Data Factory, and Google Cloud Dataflow for building economic data pipelines, with real-world cost analysis and implementation guidance.
Strategic guidance for choosing between data lake and data warehouse architectures for economic analysis, including hybrid approaches and cost considerations for financial institutions.