Dark Mode
European COVID-19 Daily Metrics
Patient Health Records & Digital Health
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
Data details daily epidemiological metrics associated with the COVID-19 pandemic across six major Western European nations. This product was specially curated to function as essential training and testing data for the Tabular Playground Series September 2022 machine learning competition. It provides clear, time-series data suitable for modelling and analysing the impact of the virus across diverse populations and jurisdictions.
Columns
- Date: Records the specific day the measurements were reported. The timeline extends over two and a half years.
- Country: Identifies the nation (e.g., Germany, Italy) to which the reported figures apply.
- Confirmed Cases: The running cumulative tally of recorded COVID-19 infections. Values in the sampled data reach up to approximately 4.48 million.
- Deaths: The cumulative count of fatalities attributed to COVID-19. Observed maximum values are around 32.5 thousand.
- New Cases: The daily reported number of new infections. Daily counts in the sample data can peak at 133 thousand.
- Country Population: The recorded total population for the corresponding country. For countries like Belgium, this figure is static at roughly 11.6 million across the provided timeframe.
Distribution
The metrics are provided in standard tabular formats, specifically CSV and parquet files. The dataset features six distinct columns. It is considered a static product, with the expected update frequency being 'Never'. A sample file detailing metrics for Belgium is provided at 43.64 kB.
Usage
This data is perfectly suited for developing robust time-series forecasting models aimed at predicting future rates of mortality or infection. It is a vital resource for participants competing in the Tabular Playground Series Sept 22. It may also be utilised by researchers performing comparative statistical analysis of pandemic trends across the included European nations.
Coverage
The geographic scope includes six specific European countries: Belgium, France, Germany, Italy, Poland, and Spain. The temporal coverage spans from 22 January 2020 through to 1 September 2022. All data points are aggregated and reported at the national level, incorporating country population figures.
License
CC0: Public Domain
Who Can Use It
- Machine Learning Engineers: Seeking structured, high-quality data for competition purposes.
- Public Health Analysts: For retrospective studies on early pandemic responses and disease spread dynamics.
- Data Scientists: Developing predictive models focused on time-series analysis and epidemiological trends.
Dataset Name Suggestions
- European COVID-19 Daily Metrics
- TPS September 22 Epidemiological Data
- Six Nation COVID Figures
Attributes
Original Data Source: European COVID-19 Daily Metrics
QUALITYLoading...