Develop a Linux command-line Tool to Track and Plot Covid-19 Stats

Develop a Linux command-line Tool to Track and Plot Covid-19 Stats

It’s been over a year and we are still fighting with the pandemic at almost every aspect of our life. Thanks to technology, we have various tools and mechanisms to track Covid-19 related metrics which help us make informed decisions. This introductory-level tutorial discusses developing one such tool at just Linux command-line, from scratch.

We will start with introducing the most important parts of the tool – the APIs and the commands. We will be using 2 APIs for our tool - COVID19 API and Quickchart API and 2 key commands – curl and jq. In simple terms, curl command is used for data transfer and jq command to process JSON data.

The complete tool can be broken down into 2 keys steps:

1. Fetching (GET request) data from the COVID19 API and piping the JSON output to jq so as to process out only global data (or similarly, country specific data).

$ curl -s --location --request GET '' | jq -r '.Global'


  "NewConfirmed": 561661,

  "TotalConfirmed": 136069313,

  "NewDeaths": 8077,

  "TotalDeaths": 2937292,

  "NewRecovered": 487901,

  "TotalRecovered": 77585186,

  "Date": "2021-04-13T02:28:22.158Z"


2. Storing the output of step 1 in variables and calling the Quickchart API using those variables, to plot a chart. Subsequently piping the JSON output to jq so as to filter only the link to our chart.

$ curl -s -X POST \

       -H 'Content-Type: application/json' \

       -d '{"chart": {"type": "bar", "data": {"labels": ["NewConfirmed ('''${newConf}''')", "TotalConfirmed ('''${totConf}''')", "NewDeaths ('''${newDeath}''')", "TotalDeaths ('''${totDeath}''')", "NewRecovered ('''${newRecover}''')", "TotalRecovered ('''${totRecover}''')"], "datasets": [{"label": "Global Covid-19 Stats ('''${datetime}''')", "data": ['''${newConf}''', '''${totConf}''', '''${newDeath}''', '''${totDeath}''', '''${newRecover}''', '''${totRecover}''']}]}}}' \ | jq -r '.url'

That’s it! Now we have our data plotted out in a chart:

LJ Global-Stats-Track-And-Plot-Covid19-Stats

Finally, combining all of it in a shell script completes the tool. Here is the link to download and/or execute it directly - TrackAndPlotCovid19Stats

Note that there is a lot of room for improvement and enhancement in the tool, so feel free to develop it further.

Stay healthy!


Nawaz is a Linux CLI enthusiast and works as System Development Engineer at Amazon. Having a knack for Automation, he believes that "every manual and repetitive task should be done meticulously to such an extent that its automation becomes a necessity!" Nawaz can be reached via LinkedIn and email.

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