Covidify – corona virus report generator (Python)

栏目: IT技术 · 发布时间: 5年前

内容简介:This repo is for analysis on the

covid-19-analysis

Covidify – corona virus report generator (Python)

This repo is for analysis on the corona virus / covid-19 that will extract the latest data and generate reports. This repo will be updated daily

To-do list

Installation

  • pip install covidify

How to run:

Desktop $covidify
Usage: covidify [OPTIONS] COMMAND [ARGS]...

  ☣  COVIDIFY ☣

   - use the most up-to-date data to generate reports of confirmed cases,
   fatalities and recoveries.

Options:
  --help  Show this message and exit.

Commands:
  run
$ covidify run --help
Usage: covidify run [OPTIONS]

Options:
  --output TEXT  Folder to output data and reports [Default:
                 /Users/$USER/Desktop/covidify-output/]
  --source TEXT  There are two datasources to choose from, John Hopkins github
                 repo or wikipedia -- options are git or wiki respectively
                 [Default: git]
  --help         Show this message and exit.

Example Commands:

# Will default to desktop folder 
# for output and github for datasource
covidify run
# Will default to desktop folder for output
covidify run --source=wiki
covidify run --output=/Users/award40/Documents/projects-folder --source=git

Results:

  • The package will pull the latest live data and generate following in the output folder:
    • Preprocessed time series data
    • graph reports

Visualization of data

This plots will be updated daily to visualize stats 3 attributes:

confirmed cases
deaths
recoveries

Trend Line

This is an accumalitive sum trendline for all the confirmed cases, deaths and recoveries. Covidify – corona virus report generator (Python)

Daily Trend Line

This is an daily sum trendline for all the confirmed cases, deaths and recoveries. Covidify – corona virus report generator (Python)

Stacked Daily Confirmed Cases

This stacked bar chart shows a daily sum of people who are currently confirmed ( red ) and the number of people who have been been confirmed on that day ( blue )

Covidify – corona virus report generator (Python)

Daily Confirmed Cases

A count for new cases recorded on that given date, does not take past confirmations into account. Covidify – corona virus report generator (Python)

Daily Deaths

A count for deaths due to the virus recorded on that given date, does not take past deaths into account. Covidify – corona virus report generator (Python)

Daily Recoveries

A count for new recovories recorded on that given date, does not take past recoveries into account. Covidify – corona virus report generator (Python)

Currently Infected

A count for all the people who are currently infected for a given date (confirmed cases - (recoveries + deaths)) Covidify – corona virus report generator (Python)

Data Source

  • The data comes from the Novel Coronavirus (COVID-19) Cases , which is a live dataset provided by JHU CSSE.
  • Data available here .

Appendix


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