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fred-economic-data

Fetch FRED economic time series data from the FRED API.

Updated Feb 22, 2026
Search Tags:#caching#api#time-series#retry#data-access#macroeconomics#fred
One-click install
npx skills add https://github.com/jobu711/options_arena --skill fred-economic-data-jobu711
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fred-economic-data
Source: https://github.com/jobu711/options_arena/tree/main/.claude/skills/fred-economic-data
Command: npx skills add https://github.com/jobu711/options_arena --skill fred-economic-data-jobu711

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Fetch FRED economic time series data from the FRED API to support macroeconomic analysis.

Core Features & Use Cases

  • Unified FREDQuery client across endpoints (series, observations, categories, vintages, releases, regions).
  • Supports observations, searches, vintage data, regional data (GeoFRED), and category endpoints for flexible macroeconomic workflows.
  • Use case: Retrieve GDP and unemployment trends, map regional indicators with GeoFRED, and monitor releases for policy research.

Quick Start

Install dependencies, set FRED_API_KEY, and run a short script that retrieves GDP observations with FREDQuery.

Frequently Asked Questions about fred-economic-data

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I fetch FRED economic time series data for macroeconomic analysis?▼

A unified FREDQuery client retrieves observations, searches, and categories directly from the FRED API to support macroeconomic analysis. It provides a single interface across multiple endpoints for flexible data workflows.

What is the best way to handle FRED API rate limits when retrieving observations?▼

The best way to handle FRED API rate limits is to use a client with built-in retry and caching mechanisms. This approach automatically copes with API variability and rate limits, ensuring robust data access for time series observations.

Can I retrieve historical vintage data and regional GeoFRED datasets using the requests library?▼

Yes, you can retrieve historical vintage data and regional GeoFRED datasets by utilizing the unified client built on the requests library. It supports category, vintage, and regional endpoints for comprehensive macroeconomic research.

Do I need a FRED API key to access macroeconomic indicators like GDP and unemployment trends?▼

Yes, you need to set a FRED_API_KEY environment variable to access macroeconomic indicators. Once configured, you can run scripts to retrieve GDP observations, unemployment trends, and monitor releases for policy research.

Why does my FRED API request fail when querying multiple regional datasets?▼

FRED API requests often fail due to rate limits or API variability when querying multiple regional datasets. Using a client with robust error handling and retry logic mitigates these failures and stabilizes data retrieval.

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