dakshtrehan / covid-19

It is a basic project which fetches data from various live resources, which integrates data analyzed using python/machine-learning & converted into a webpage using charts & Django-framework, where user can check the impact of COVID-19 on different countries. The project aims at real-time COVID-19 data analysis, recovery rate/death rate prediction, and AI-powered smart chatbot using Machine Learning techniques.

Covid-19 LIVE Dashboard

This project is covid-19 real time stats demonstrator along with customer awareness and interactive real-time stats.

Check out http://interactivecovid19dashboard.herokuapp.com/

Link to Research Paper: http://dx.doi.org/10.14299/ijser.2020.12.08 OR https://doi.org/ftg4

Link to Medium Article: https://dakshtrehan.medium.com/interactive-covid-19-dashboard-with-chatbot-and-prediction-capabilities-ad3dc4fa4058

Join the team at: www.dakshtrehan.com; www.priyanshsinghal.com

Key Features

• Live COVID stats
• Recovery Rate prediction
• New Infected cases prediction
• Real Time Self Assessment Chatbot

Objective

In the current scenario, there is a widespread of coronavirus in the entire world, but there are limited supplies and services for the patients. There is a fear in the atmosphere regarding mass spread of deadly disease. To counter the problem, we created a project that aims at demonstrating live stats country-wise as well as city wise in some cases. To take another step towards challenges, we have also introduced prediction rate, where, one can easily predict recovery rate and prediction rate for any day in future.

Services Offered:

1. Live Covid 19 Stats - People can monitor the live stats of Coronavirus Confirmed, Active, Recovered cases, etc. in one place.

2. Prediction rate - To ease the situation, one can easily predict recovery rate as well as infected rate for future course of time.

3. Real-Time Self Assessment Chatbot - People can do take their self-assessment checkup by answering the few questions and based on that answers, the user will get the advice by the chatbot such as to quarantine or visit the hospital or precautions if the user is healthy. This will help people in ensuring their safety.

Peek :

Overview

Country-wise stats interactive representation

Country-wise Graphical stats

Option to download interactive country-wise stats charts in various formats

Daily cummulative data vs Rolling Mean for 4 days, country-wise

Last days stats along with option to download them in various formats

Interactive Chatbot

Analysis of world-wise trend

Predicting number of cases worldwide

Predicting number of recovered cases worldwide

Accuracies

Vaccination Analysis

Tech Stack

• Python 3
• Python libraries: Numpy, Pandas, Matplotlib for Data Analysis
• Machine learning for prediction
• Django for web deployment
• Javascript for dynamic structure

Future scope

• Better interface

Important things to remember

• source wenv/bin/activate

Designed with ❤ by Daksh Trehan, Priyansh Singhal, Abhishek Jaglan