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What is this?

All Contributors

This is an interactive graph / animation that charts the trajectory of global COVID-19 cases.

The graph plots the number of new confirmed cases in the past week, versus the total number of confirmed cases.

When plotted in this way, exponential growth is displayed as a straight line.

Notice that most countries follow a similar straight line path, indicating that the growth rate is similar across countries. We're all in this together.

Tips: Press Space (or the play button) to Play/Pause. Press +/- keys (or the slider) to see daily changes. Hover over the graph for more info. Drag cursor to zoom into graph, double-click to zoom back out. Use dropdown menus to switch between Confirmed Cases Deaths, between regions, or between a logarithmic linear scale. And don't forget to wash your hands!


This interactive pulls data on COVID-19 provided by Johns Hopkins CSSE and NYTimes. Huge thanks to them for making this invaluable data source publicly available.

Created by Aatish Bhatia in collaboration with Henry Reich.

Created using Plotly.js and Vue.js


Thanks goes to these wonderful people (emoji key):

Aatish Bhatia

💻 🚧

Mustafa "Moose" Paksoy


Henry Reich


Patrick Plenefisch


Ed S

💻 🔧



S Aufrecht


Nick Young


Thea Lanherne


Arjo Chakravarty


Lucy Xu


Ben Darfler


Waldir Pimenta


Nikita Kniazev




Ralf Koller

💻 👀 ️️️️♿️

Joachim Neumann


Arkarup Banerjee


Ann Bybee-Finley


Connie Sun


Upasana Roy

🤔 🎨



Reagan Chandramohan




Ricardo Gonçalves


Berkeley Churchill


This project follows the all-contributors specification. Contributions of any kind welcome!

Special thanks to Ritwick Ghosh, Nicky Case, Shekhar Bhatia, and Igor Kholopov for their very helpful feedback & suggestions!

Participate and Contribute

If you would like to participate or contribute, please read our Contributor's Guide and Code of Conduct.


Code in this repository which is not otherwise licensed is licensed under the MIT License; see LICENSE.txt for complete text.

This repository pulls data from 2019 Novel Coronavirus COVID-19 (2019-nCoV) Data Repository by Johns Hopkins CSSE and New York Times Coronavirus (Covid-19) Data in the United States. Please consult these repositories for terms of use on the data.