[{"data":1,"prerenderedAt":759},["ShallowReactive",2],{"/en-us/blog/gitlab-pages-for-covid":3,"navigation-en-us":37,"banner-en-us":464,"footer-en-us":481,"Matt Nohr":725,"next-steps-en-us":738,"footer-source-/en-us/blog/gitlab-pages-for-covid/":753},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"seo":8,"content":16,"config":27,"_id":30,"_type":31,"title":32,"_source":33,"_file":34,"_stem":35,"_extension":36},"/en-us/blog/gitlab-pages-for-covid","blog",false,"",{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},"Using GitLab Pages to Report Local COVID-19 Rates","How I used GitLab pages to publish up-to-date local infection rates.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749681476/Blog/Hero%20Images/thisisengineering-raeng-0jTZTMyGym8-unsplash.jpg","https://about.gitlab.com/blog/gitlab-pages-for-covid","https://about.gitlab.com","article","\n                        {\n        \"@context\": \"https://schema.org\",\n        \"@type\": \"Article\",\n        \"headline\": \"Using GitLab Pages to Report Local COVID-19 Rates\",\n        \"author\": [{\"@type\":\"Person\",\"name\":\"Matt Nohr\"}],\n        \"datePublished\": \"2020-08-06\",\n      }",{"title":9,"description":10,"authors":17,"heroImage":11,"date":19,"body":20,"category":21,"tags":22},[18],"Matt Nohr","2020-08-06","{::options parse_block_html=\"true\" /}\n\n\n\n\n## Finding Local COVID Rates\n\n\nI live in the U.S. state of Minnesota. Recently the state government\nprovided recommendations for how and when to open schools in the fall. The\nguidance was based on the infection rates of the COVID-19 disease. In simple\nterms, the higher the rates, the less in-person the school should be. The\nactual calculation I needed was:\n\n\n```\n\ntotal number of cases in your area over the past 2 weeks per 10,000\nresidents\n\n````\n\n\nI have three kids in school, so when I heard this recommendation I went to\nfind out this value for my area. It turned out to be a difficult statistic\nto find. Along with the announcement my state government released a set of\ndata, but it was about three weeks behind the current rates. I found\ndifferent sets of data available, but they either reported the daily case\nrate or a total count of infections, not this very specific calculation.\n\n\nSee Also:\n\n- [How an analytics software startup took aim at\nCOVID-19](https://about.gitlab.com/blog/startup-covid-tracking/)\n\n\n## GitLab Pages to the Rescue\n\n\nI started by manually calculating the values with the data that I could\nfind. This worked, but every time there were updated statistics, I had to go\nback and recalculate the value. I wanted a way to have this information\navailable for me and others with the up-to-date information whenever I\nlooked at it.\n\n\nMy process and output quickly evolved:\n\n\n1. I decided I would just write a script to download the data and do the\ncalculation for me\n\n1. Once I had this working I thought the next step would be to automatically\ngraph the results\n\n1. Then I thought I could publish the graphs on a website\n\n1. If I was going to publish them, I thought the best thing to do to get\nthis done quickly would be to use [GitLab\nPages](https://docs.gitlab.com/ee/user/project/pages/).\n\n\nThe result is a simple static website:\n[https://mattnohr.gitlab.io/covid-county/](https://mattnohr.gitlab.io/covid-county/)\n\n\n![Example Chart from\nwebsite](https://about.gitlab.com/images/blogimages/gitlab-pages-for-covid/output-chart.png){:\n.shadow.center}\n\n\n## How It Works\n\n\nThe basic flow for my new “system” is:\n\n\n```plantuml\n\n(*) --> \"Download data\"\n\n--> \"Calculate the rates\"\n\n--> \"Create a new .csv file with daily calculated values\"\n\n--> \"Publish .csv file to GitLab pages\"\n\n--> \"Use GitLab pages to serve static website that reads .csv\"\n\n--> (*)\n\n```\n\n\nThe first few steps are done with a simple [Kotlin](https://kotlinlang.org/)\nscript that is run using the [Gradle build tool](https://gradle.org/). I\nused [GitLab CI/CD](https://docs.gitlab.com/ee/ci/) pipelines to run a job\nto do that automatically. You can find an [example gradle .gitlab-ci.yml\nfile\nhere](https://gitlab.com/gitlab-org/gitlab/-/blob/master/lib/gitlab/ci/templates/Gradle.gitlab-ci.yml).\nThe basics of this step for me look like:\n\n\n```yml\n\nbuild:\n  stage: build\n  script: gradle --build-cache run\n```\n\n\nThe next step was to get it published to GitLab pages. That also used a\nGitLab CI/CD job. It simply needed to move the .csv results out of the build\ndirectory into the “public” directory that is used to host GitLab pages.\n\n\n```yml\n\npages:\n  stage: deploy\n  dependencies:\n    - build\n  script:\n    - mv build/data.csv public/\n```\n\n\nThe actual static webpage uses [d3.js](https://d3js.org/) that is able to\nread the data from a .csv file and graph it.\n\n\nMy GitLab project can be found here:\n[https://gitlab.com/mattnohr/covid-county](https://gitlab.com/mattnohr/covid-county)\n\n\n## Running on a Schedule\n\n\nOnce I had the system up and running with GitLab CI, I was able to use\n[GitLab Pipeline\nSchedules](https://docs.gitlab.com/ee/ci/pipelines/schedules.html) to run\nthe script a few times a day to get updated data. Now I do not have to worry\nabout when the data is updated, I can just review my GitLab Pages site to\nsee the latest values.\n\n\nPipeline Scheudles let you easily schedule pipelines daily, weekly, or\nmonthly. 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