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.
Guides and Articles on Global Data Sources
Insights, updates, and guides about economic data and research.
15 Guides Available
API Versioning Strategies for Economic Data Sources
Essential approaches for managing API version changes in economic data pipelines, including strategies for handling breaking changes from central banks and statistical agencies.
Cloud Data Factories: Choosing Between AWS, Azure, and GCP for Economic Data
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.
Data Lake vs Data Warehouse for Economic Analytics: A 2025 Perspective
Strategic guidance for choosing between data lake and data warehouse architectures for economic analysis, including hybrid approaches and cost considerations for financial institutions.
Real-Time Economic Data Streaming: Tools and Implementation Patterns
Comprehensive guide to implementing real-time economic data streaming systems, covering Apache Kafka, cloud streaming services, and patterns for handling market data feeds.
Data Lake vs Data Warehouse for Economic Analytics: A 2025 Perspective
Strategic guidance for choosing between data lake and data warehouse architectures for economic analysis, including hybrid approaches and cost considerations for financial institutions.
Data Quality Practices for Economic Datasets: A Practical Guide
Essential techniques for ensuring data quality when working with economic and financial datasets.
Time Series Forecasting for Economic Data: A Practical Guide
Essential techniques for forecasting economic indicators with Python implementations.
API Integration for Economic Data Sources
A comprehensive implementation guide for connecting to, authenticating with, and consuming economic and financial data APIs.
Using Node-RED as an ETL Tool: A Practical Guide
A comprehensive guide to implementing ETL workflows using Node-RED
Comparing Common ETL Tools and Usecases
A factual comparison of several ETL tools and their suitability for handling economic datasets.
Building a Pipeline to Aggregate Macro-Economic Indicators
A step-by-step guide for constructing a data pipeline to aggregate macroeconomic indicators from multiple sources.
Overcoming Challenges in Extracting Data via Scraping
An examination of common issues encountered when scraping macroeconomic data and strategies to address them.
Scraping Macro-Economic Data: Techniques for Web Extraction
A guide on using web scraping techniques to extract macroeconomic data from sites that update infrequently.
Setting Up a Web Scraping Pipeline for Economic Statistics
A practical guide for configuring a complete web scraping pipeline to collect economic statistics for macro-level analysis.