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About this Project
Pandemic in general and COVID-19 in particular has affected every aspect of our lives, from our health to our economy.
As the pandemic continues to evolve, there is a growing need for accurate, up-to-date information on the spread of the virus and its impact on different regions and populations. So Visuaization is a valuable tool for anyone who wants to understand the impact of the pandemic with a comprehensive overview of the current national or worldwide situation in an easy-to-understand format.
2019 - 2022
2023 - now
BF7 (China) , XBB (Vietnam),..
Till not an endemic disease
Daily Global Deaths
Missing Information: Having to follow through the press and media is a big drawback.
Raw Data Issue: hard to handle & waste time to view the current situation. epidemic.
Situation Prediction: Pandemic makes us hesitant to make any (travel) decisions.
Virus Strains: The epidemic develops abnormally with many mutated viruses capable of vaccine resistance.
The Shortcomings: Current applications do not have diverse and well-integrated features.
Truthful Data Source
1. Reliable Mutil-Source: Crawl ing from official national sites 2. Constantly Updated: always getting the newest data as the original sources updated.
Playing with charts
View charts as you want
Make a change for a better view, this system allow users to change the chart’s criteria ( date range, disease types,…) or even download it as pdf..
Search & Sort
View a country you want
allows you to select other countries to view with a list of countries organized to your liking.
National covid-19 prediction
Scheduling without hesitation
make informed decisions about travel, health, and safety through the help of ML algorithm to predict future covid cases or deaths at any countries that you want..
Control the Virus spread
Grouping countries with similar epidemic situation to the country that users are viewing for detecting the impacts of new variants.
National Vaccine evaluation
Epidemic status of the country after vaccine coverage for the entire population.
countries in the same region
They can identify areas that need extra support, track the effectiveness of their policies and interventions, and communicate important information to their citizens.
Your country is our priority.
Detect user IP browser for the first loading country dashboard.
Global pandemic tracking
world map and more on epidemic status overview.
Deployment Github x Netlify
Free for online accessing
Ready to use as Web version for engaging many users..
Get all countries: getAllCountries(), getTotalWorld(), getHistoricalWorld(), getTotalContinents() from disease.sh.
Process & Render for worldwide situation: Handle total global highlights, Daily statistics, Continents statistics. Then, render in view
ML Method for prediction
ML Method for Clustering
The overall achievement
Applied Machine Learning algorithms: Regression , K-means for solving real-life problems.
Knowledge about types of chart for data Visualization.
Work with JS Asynchronous & Lifecycle Hooks, when dealing with APIs.
A useful preparation tool for any upcoming pandemics due to modularization and File organization.
Basically solved the shortcomings of the the current applications, but still need to iterate for a better version.
Increase user reach for commercialization of advertising purposes.