US Unemployment Statistics by Zip Code

Explore economic fluctuations using Aterio's Unemployment Data available on Snowflake Marketplace. Our dataset offers detailed monthly insights into unemployment trends, spanning from the height of the COVID pandemic to the latest available data in 2023. It includes segmented data on civilian and military employment figures, providing a comprehensive view of the evolving unemployment landscape.

We curate this data meticulously from the BLS public government website on a monthly basis for each county, ensuring accuracy and reliability. With monthly updates for all counties across the USA, our dataset enables exploration of unemployment trends in specific zip codes, serving as a valuable economic gauge for real estate investors and decision-makers.

## Dataset Highlights:

- **Unemployment Trends:** Covers pre-COVID, COVID, and post-pandemic periods, including armed employment, civilian employment, and labor force composition across various industries.
- **Monthly Updates:** Supplemented with monthly updates sourced from the Bureau of Labor Statistics (BLS) to track ongoing changes in unemployment patterns.
- **Metadata Mapping:** Includes metadata mapping linking attribute names to zip codes, cities, counties, and Core Based Statistical Areas (CBSAs).

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## Key Fields:

- Zip Codes
- Aterio Unique ID
- County
- City
- CBSAs
- State
- Latitude/Longitude

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## Why Choose Aterio?

- **COVID-Era Tracking:** Gain insights into unemployment rate shifts from the peak of the pandemic to the present, offering valuable perspectives on economic recovery.
- **Zip Code Granularity:** Drill down to the local level with data organized by zip code, enabling targeted analysis.
- **Latest Data:** Stay updated with monthly updates, ensuring you have the latest insights for your investment strategies.

For more information set up a meeting with us: [Calendly Link](https://calendly.com/aterio-data/30min)

本数据集可借助Snowflake数据集市上架的Aterio失业数据集开展经济波动相关研究。本数据集提供覆盖新冠疫情高峰期至2023年最新公开数据的月度失业趋势详细洞察，包含民用与军事就业细分数据，可全面展现不断演变的失业格局。

我们每月从美国劳工统计局（Bureau of Labor Statistics, BLS）官方公共网站精心整理各县级行政区数据，确保数据的准确性与可靠性。依托全美所有县级行政区的月度更新数据，本数据集支持针对特定邮政编码区域的失业趋势探索，可为房地产投资者与决策者提供极具价值的经济晴雨表。

## 数据集核心亮点：
- **失业趋势覆盖范围**：涵盖新冠疫情前期、疫情暴发期及疫后复苏阶段，包含各行业军事就业、民用就业与劳动力构成相关数据。
- **月度更新机制**：依托美国劳工统计局（Bureau of Labor Statistics, BLS）的月度更新数据，可实时追踪失业格局的动态变化。
- **元数据映射**：包含元数据映射表，可将属性名称与邮政编码、城市、县级行政区及核心基于统计区域（Core Based Statistical Areas, CBSAs）进行关联。

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## 核心字段：
- 邮政编码
- Aterio唯一标识符
- 县级行政区
- 城市
- 核心基于统计区域（CBSAs）
- 州
- 经纬度

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## 为何选择Aterio数据集？
- **疫情周期追踪**：可获取从疫情高峰期至当前的失业率变化数据，为经济复苏分析提供宝贵视角。
- **邮政编码级细分粒度**：支持下沉至本地细分维度，数据按邮政编码组织，可开展精准靶向分析。
- **最新数据支持**：通过月度更新机制保持数据时效性，可为投资策略制定提供最新洞察。

如需了解更多信息，请预约我们的会议：[Calendly链接](https://calendly.com/aterio-data/30min)

搜集汇总

背景与挑战

背景概述

该数据集提供美国各邮政编码区域详细的月度失业统计数据，涵盖COVID疫情前、中、后期，包含军民就业分类及劳动力构成信息。数据源自美国劳工统计局，每月更新，含邮政编码、县市、CBSA等地理信息字段，适用于经济趋势分析和投资决策支持。