COVID-19 Prediction Models Counties & Hospitals | Yu Group (UC Berkeley)

**Overview**

Yu Group at UC Berkeley is working to help forecast the severity of the COVID-19 epidemic both for individual counties and individual hospitals. This release contains datasets for the Prediction and Severity Index models produced by Yu Group.

**Product Details**

Includes the following tables:

- **hls_covid19_usa.covid19_usa_prediction_county_weekly_ucb**
- **Update frequency:** daily
- **Source:** Yu Group Severity Prediction
- **Description:** A large corpus of hospital- and county-level data from a variety of public sources to aid data science efforts to combat COVID-19

- **hls_covid19_usa.covid19_usa_prediction_severity_weekly_ucb**
- **Update frequency:** daily
- **Source:** Yu Group Severity Prediction
- **Description:** The Covid pandemic severity index (CPSI) is designed to help aid the distribution of medical resources to hospitals

**Data Sources**

The data in this product comes from the following data sources:

**Yu Group Severity Prediction**

Starting in March 2020, the Yu Group at UC Berkeley Statistics / EECS / CCB worked to help forecast the severity of the epidemic for individual counties and hospitals in the US. They developed interpretable models (updated daily until May 2021) and curated data to predict the trajectory of COVID-19-related deaths.

- **Source Homepage:** [Covid-19 Severity Prediction](https://covidseverity.com/)
- **Source Data:** [Yu Group | Covid-19 Severity Prediction](https://github.com/Yu-Group/covid19-severity-prediction)
- **License:** [MIT](https://raw.githubusercontent.com/Yu-Group/covid19-severity-prediction/master/LICENSE)
- **Frequency:** daily

## 概览
加州大学伯克利分校（UC Berkeley）Yu研究团队正致力于预测美国各县及各医院的新冠疫情严重程度。本发布包包含由该团队开发的预测模型与严重程度指数模型所需的数据集。

## 产品详情
包含以下数据表：
- **hls_covid19_usa.covid19_usa_prediction_county_weekly_ucb**
- **更新频率：** 每日
- **数据来源：** Yu团队新冠严重程度预测项目
- **描述：** 该数据集整合了来自多个公开渠道的医院级与县级层面的大规模数据，旨在助力抗击新冠疫情的数据科学研究工作。
- **hls_covid19_usa.covid19_usa_prediction_severity_weekly_ucb**
- **更新频率：** 每日
- **数据来源：** Yu团队新冠严重程度预测项目
- **描述：** 新冠疫情严重程度指数（Covid Pandemic Severity Index，CPSI）旨在协助优化医疗资源向医院的分配工作。

## 数据来源
本产品所使用的数据来源于以下渠道：

### Yu团队新冠严重程度预测项目
自2020年3月起，加州大学伯克利分校统计系、电子工程与计算机科学系（EECS）及计算细胞生物学中心（CCB）的Yu研究团队便着手开展美国各县与医院的疫情严重程度预测工作。他们开发了可解释性模型（该模型于2021年5月前每日更新）并整理精选相关数据，以预测新冠相关死亡病例的发展趋势。
- **数据来源主页：** [新冠严重程度预测](https://covidseverity.com/)
- **数据集仓库：** [Yu团队 | 新冠严重程度预测](https://github.com/Yu-Group/covid19-severity-prediction)
- **许可协议：** [MIT](https://raw.githubusercontent.com/Yu-Group/covid19-severity-prediction/master/LICENSE)
- **更新频率：** 每日

搜集汇总

背景与挑战

背景概述

该数据集由UC Berkeley的Yu Group开发，包含县级和医院级的COVID-19预测模型及严重程度指数，每日更新至2021年5月，用于预测疫情发展趋势和优化医疗资源分配。数据来源于公开渠道，包含死亡轨迹预测和医院资源分配支持功能。