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COVID-19 in US counties

Project · course project · 2023

COVID-19 in US counties is a data-analysis project for CS203, a data-science course at Chiang Mai University, by a team of three students including him. It explores a Kaggle dataset of daily COVID-19 cases and deaths in each US county from 2020 to 2022.

The data

Each row gives a county's identifier (its FIPS code), state, date, total confirmed cases, total deaths and coordinates.

The work

The analysis is a series of Jupyter notebooks notebooks: cleaning the data, exploring it and visualising it. Results are summarised in a presentation, and the README comes in Thai and English.

The project is also run like a software project. GitHub Actions checks code quality with SonarCloud and measures test coverage with Codecov, and Renovate keeps dependencies up to date.

See also

In the knowledge graph

COVID-19 in US counties and the 10 things it is linked to. Open any dot for its page, or explore it in the full graph.

CS203 playground · work · RelatedCS203 playgroundPython · skill · Built withPythonGitHub Actions · skill · Built withGitHub ActionsJupyter notebooks · skill · Built withJupyterMachine learning and data · theme · ThemesMachine learning …Chiang Mai University, Department of Computer Science · person, role or place · ContextChiang Mai Univer…SonarCloud · service or platform · Works withSonarCloudKaggle · service or platform · Works withKaggleCodecov · service or platform · Works withCodecovCOVID-19 US counties (Kaggle) · dataset or file format · DataCOVID-19 US count… COVID-19 inUS counties
10 linked in the graph: 1 work3 skills1 theme1 person, role or place3 services and platforms1 dataset or file format
When
2023202420252026
Sep 2023 – Oct 2023 · 463 commits

As data

Everything on this page is read from triples in the knowledge graph. These are the 25 it states about COVID-19 in US counties, and 5 more its ontology implies; the console runs SPARQL over the whole graph, here in your browser.

Download
@prefix id: <https://ask.chaipat.cc/id/> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix cj: <https://ask.chaipat.cc/ns#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

id:Covid19Analysis
    a cj:Project ;
    rdfs:label "COVID-19 in US counties" ;
    cj:description "Data analysis of COVID-19 in US counties, with code-quality and coverage checks." ;
    cj:context id:CMU ;
    cj:repository "https://github.com/AppleBoiy/cs203-c19-analysis"^^xsd:anyURI ;
    cj:firstCommit "2023-09-18"^^xsd:date ;
    cj:lastCommit "2023-10-14"^^xsd:date ;
    cj:commitCount 463 ;
    cj:kind "course project" ;
    cj:license "MIT" ;
    cj:archived true ;
    cj:theme id:ThemeML ;
    cj:uses id:Python , id:Jupyter , id:GitHubActions ;
    cj:tier 3 ;
    cj:usesData id:Covid19USCounties ;
    cj:integrates id:Kaggle , id:SonarCloud , id:Codecov ;
    cj:relatedTo id:CS203Playground ;
    cj:article "https://ask.chaipat.cc/wiki/Covid19Analysis"^^xsd:anyURI ;
    cj:activeIn id:Y2023 ;
    cj:activity _:b18 , _:b19 .
Works 1
CS203 playground