CoVid Plots and Analysis

# COVID-19Plots and analysis relating to the coronavirus pandemic. Includes five sets of plots and associated R code to generate them.1) HeatmapsUpdated every few days - heatmaps of COVID-19 case and death trajectories for Local Authorities (or equivalent) in England, Wales, Scotland, Ireland and Germany.2) All cause mortalityUpdated on Tuesday (for England &amp; Wales), Wednesday (for Scotland) and Friday (for Northern Ireland) - analysis and plots of weekly all-cause deaths in 2020 compared to previous years by country, age, sex and region. Also a set of international comparisons using data from mortality.org3) ExposuresNo longer updated - mapping of potential COVID-19 mortality exposure at local levels (LSOAs) in England based on the age-sex structure of the population and levels of poor health.There is also a Shiny app which creates slightly lower resolution versions of the same plots online, which you can find here: https://victimofmaths.shinyapps.io/covidmapper/, on GitHub https://github.com/VictimOfMaths/COVIDmapper and uploaded to this record4) Index of Multiple Deprivation No longer updated - preliminary analysis of the inequality impacts of COVID-19 based on Local Authority level cases and levels of deprivation. 5) Socioeconomic inequalities. No longer updated (unless ONS release more data) - Analysis of published ONS figures of COVID-19 and other cause mortality in 2020 compared to previous years by deprivation decile.<br>Latest versions of plots and associated analysis can be found on Twitter: https://twitter.com/victimofmaths<br>This work is described in more detail on the UK Data Service Impact and Innovation Lab blog: http://lab.ukdataservice.ac.uk/2020/05/21/visualising-high-risk-areas-for-covid-19-mortality/<br>Adapted from data from the Office for National Statistics licensed under the Open Government Licence v.1.0.http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/<br>

# COVID-19相关图表与分析

本数据集包含与冠状病毒大流行相关的图表及分析，涵盖五组图表及用于生成这些图表的相关R代码。

1) 热图
每数日更新一次——英格兰、威尔士、苏格兰、爱尔兰及德国地方当局（或同等机构）的COVID-19病例与死亡轨迹热图。

2) 全因死亡率
每周二（英格兰及威尔士）、周三（苏格兰）、周五（北爱尔兰）更新——2020年每周全因死亡与往年对比的分析及图表，按国家、年龄、性别及地区分类。此外还包含一组利用mortality.org数据开展的国际比较。

3) 暴露情况
不再更新——基于英格兰小区域地理统计区（Lower Layer Super Output Areas，LSOAs）的人口年龄性别结构及健康状况不佳水平，对潜在COVID-19死亡暴露进行的映射分析。另有一个Shiny应用可在线生成上述图表的低分辨率版本，可通过以下链接访问：https://victimofmaths.shinyapps.io/covidmapper/，其代码托管于GitHub：https://github.com/VictimOfMaths/COVIDmapper，并已上传至本记录。

4) 多重剥夺指数
不再更新——基于地方当局层面的病例数据及剥夺水平，对COVID-19不平等影响的初步分析。

5) 社会经济不平等
不再更新（除非国家统计局（Office for National Statistics，ONS）发布更多数据）——按剥夺十分位数分析国家统计局公布的2020年COVID-19及其他原因死亡与往年对比的数据。

最新版本的图表及相关分析可在Twitter查看：https://twitter.com/victimofmaths

本研究详情见英国数据服务影响与创新实验室博客：http://lab.ukdataservice.ac.uk/2020/05/21/visualising-high-risk-areas-for-covid-19-mortality/

数据改编自国家统计局（Office for National Statistics，ONS）提供的资料，遵循《开放政府许可证》第1.0版（Open Government Licence v.1.0）授权。许可证详情见：http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/