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Federal Reserve Economic Indicators
Finance & Banking Analytics
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About
Federal Reserve Economic Data (FRED), sourced from the St. Louis Federal Reserve, provides an in-depth exploration of economic trends and indicators specific to the St. Louis region. It represents a detailed series of economic data of all the releases from the start till the present date. This resource includes a rich collection of economic metrics, such as employment figures, inflation rates, and housing statistics. The data is tailored for data scientists, economists, and researchers, offering a focused lens into the economic dynamics of St. Louis.
Columns
- id: Unique identifier for each data entry.
- title: Title of the economic data, specifying the relevant industry or category.
- observation_start: The start date of the economic data observation period.
- observation_end: The end date of the economic data observation period.
- frequency: Details the frequency of data updates (e.g., monthly, quarterly).
- units: Describes the measurement units used in the data, such as index points, Millions of Dollars, or Thousands of Dollars.
- seasonal_adjustment: Indicates whether seasonal adjustments are applied to the data, which is important for understanding natural fluctuations over time.
- last_updated: The date and time of the last data update, ensuring the data's timeliness and relevance.
- popularity: A measure of the data's usage, indicating its significance in research and analysis.
- group_popularity: The popularity ranking within a specific defined group or category.
- notes: Additional notes or supplementary information about the data, offering valuable context for interpretation.
Distribution
The dataset is delivered as a CSV file, containing 11 columns in total. The file size is 3.94 MB. It contains 6543 valid records or unique values. The expected update frequency for the dataset is monthly. Within the entries, data frequency types include Monthly (41%) and Quarterly (34%).
Usage
This resource is ideal for advanced analytics, allowing users to explore intricate economic trends and patterns, employing machine learning techniques for precise decision-making. It supports in-depth research, including econometric modelling and detailed policy impact analysis. The data can be utilised for complex policy assessments, evaluating scenarios, and optimising decision-making processes. Furthermore, it facilitates interdisciplinary collaboration and supports continuous monitoring (real-time surveillance) of dynamic economic trends, enabling proactive responses to evolving conditions.
Coverage
Geographically, the data provides a focused look into economic dynamics specific to the St. Louis region. The observation start dates span from 1900-01-01 up to 2020-01-01. Observation end dates range from 1947-01-01 to 2023-12-01.
License
CC0: Public Domain.
Who Can Use It
The intended audience includes data scientists, economists, and researchers seeking focused economic insights. It is also valuable for data analysts, researchers, and policymakers who aim to foster collaboration to address multifaceted economic challenges collectively.
Dataset Name Suggestions
St. Louis FRED Economic Data Series
Federal Reserve Economic Indicators
Regional Economic Dynamics Dataset
US Economic Metrics Repository
Attributes
Original Data Source: Federal Reserve Economic Indicators
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