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https://github.com/freebirdscrew/covid-19-data-analysis

Coronavirus Data-Analysis with Live Data Streaming from the Website and Made a DASH Web-App at Last.
https://github.com/freebirdscrew/covid-19-data-analysis

coronavirus coronavirus-real-time coronavirus-tracking countryinfo covid-19 covid-19-india covid19 covid19-data dash dash-button dashboard-application data data-analysis data-cleaning data-science data-visualization github jupyter pycountry python

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Coronavirus Data-Analysis with Live Data Streaming from the Website and Made a DASH Web-App at Last.

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# Covid-19-Data-Analysis
Coronavirus or Covid-19 Data Analysis in Python using Dash-Web App and Data Visualisation, that brings out the insightfull data about the cases and increase in cases per day.

![screenshot](Part_2_2.png)

## Part 1 of Coronavirus Data-Analysis
1. Live Data Extraction or Streaming
2. Data Cleaning
3. Data Exploration
4. Data Feature Engineering
5. Death Rate and Mortality Rate Comaprision
6. Data Visualisation
7. Dash Web-App with Update Feature and Graph for Globe.

## Part 2 of Coronavirus Data-Analysis
1. Live Data Extraction or Streaming
2. Data Cleaning
3. Data Exploration
4. Data Feature Engineering
5. Insights of Cases - Confirmed, Active, Deaths and Recovered.
6. Data Visualisation for Top 5 Countries - India, US, Spain, Italy and Chaina
7. Visualise the Increase in Cases per Day.
8. Visualise the Globe View of Cases with Hotspots.
9. Extraction of Patterns in which cases are increases.

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