COVID-19 Data Analysis with Python

Beginner

In this project, you will learn how to analyze COVID-19 data using Python. The COVID-19 pandemic has had a significant impact on the world, and understanding the data is crucial for tracking the spread of the virus and making informed decisions.

PandasPython

Introduction

In this project, you will learn how to analyze COVID-19 data using Python. The COVID-19 pandemic has had a significant impact on the world, and understanding the data is crucial for tracking the spread of the virus and making informed decisions.

👀 Preview

{
  "Confirmed": {
    "Africa": 1203094,
    "America": 6396173,
    "Asia": 6480321,
    "Europe": 3450299,
    "Oceania": 27346,
    "Others": 721,
    "Total": 17557954
  },
  "Deaths": {
    "Africa": 28289,
    "America": 254610,
    "Asia": 133186,
    "Europe": 206438,
    "Oceania": 576,
    "Others": 15,
    "Total": 623114
  },
  "Recovered": {
    "Africa": 930536,
    "America": 5087347,
    "Asia": 5163062,
    "Europe": 1927545,
    "Oceania": 21892,
    "Others": 651,
    "Total": 13131033
  },
  "Active": {
    "Africa": 244269,
    "America": 1054216,
    "Asia": 1184073,
    "Europe": 1316316,
    "Oceania": 4878,
    "Others": 55,
    "Total": 3803807
  }
}

🎯 Tasks

In this project, you will learn:

  • How to set up the development environment and install the required Python libraries
  • How to understand the structure and content of the COVID-19 data
  • How to implement a function to convert country names to continent names
  • How to process the COVID-19 data and calculate the summary statistics for each continent
  • How to test the code and verify the output

🏆 Achievements

After completing this project, you will be able to:

  • Understand how to work with CSV data in Python
  • Implement functions to process and analyze data
  • Convert data between different formats (e.g., CSV to JSON)
  • Gain experience in data analysis and visualization
  • Contribute to the understanding of the COVID-19 pandemic through data-driven insights

Teacher

labby

Labby

Labby is the LabEx teacher.