mt5758

Repository for the Data Analysis on Covid and Dietary data from 154 countries.

https://github.com/kylesock/mt5758

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (4.4%) to scientific vocabulary
Last synced: 9 months ago · JSON representation ·

Repository

Repository for the Data Analysis on Covid and Dietary data from 154 countries.

Basic Info
  • Host: GitHub
  • Owner: kylesock
  • Language: R
  • Default Branch: main
  • Size: 95.7 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 3 years ago · Last pushed about 3 years ago
Metadata Files
Readme Citation

README.md

MT5758

Repository for the Data Analysis on Covid and Dietary data from 154 countries.

Dimension Reduction

The beginning of the EDA looks to see correlations between the variables. Note the plot below uses red to illustrate negative correlations, and blue for positive correlations.

85800cc9-3919-4945-b114-1b094b24ac50

Clustering Methods

Different cluster types could be investigated. Geographic ones may include continent, coastal, arid/tropical/tundra etc.. Whereas there could be more organisational focus on clusters such as EU members, NATO, or other multinational organisations. The plot below illustrates a density plot grouped by continent, for each variable. Note the x-axis shows the value, whilst the y-axis shows density, here meaning consistency of values amongst countries within a given continent.

bc95e088-3e57-4189-8d3c-2ac2e739da83

Credits

This data has been initially sourced and pre-processed (to an extent) at https://github.com/mariarencode/COVID-19HealthyDietDatasetChallenge

Owner

  • Login: kylesock
  • Kind: user

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Sockalingum"
  given-names: "Kyle"
title: "MT5758"
version: 1.0.0
date-released: 2023-02-08
url: "https://github.com/kylesock/MT5758"

GitHub Events

Total
Last Year