MarcoW311 / Covid-19_Predictor

Covid-19_Predictor

PROPHET is a web application that contains front-end and back-end implementation in a very-beginning stage. It aims to provide a trend prediction of COVID-19 for both Regions and Buildings. The prediction of the trend of COVID-19 can help us to determine which kind of preventions and control strategies are more efficient.

Welcome Page

Regions Prediction

Overview

Visualizations

Set Parameters

All parameters can be set before the prediction is started. When the visualiztion is running, you can pause at any time and change some parameters, which is like some policies are adopted in the real world, then you can view the trend after the 'policies' are adopted.

Data Export

After the prediction, you can download the raw data derived by our model, and do further analyses.

How it works

A modified SEIR Model Design is shown below:

Parameters Meanings

Calulations

Frontend

Project setup

yarn install

Compiles and hot-reloads for development

yarn serve

Compiles and minifies for production

yarn build

Run your end-to-end tests

yarn test:e2e

Lints and fixes files

yarn lint

Customize configuration

See Configuration Reference.

Backend server

Install dependency

npm install

Makesure you installed dependency for following items

import sys
import math
import json
import numpy as np
from scipy.integrate import odeint

Run server

node app.js