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
Skills Graph
%%%%{init: {'theme':'neutral'}}%%%%
flowchart RL
python(("`Python`")) -.-> python/FileHandlingGroup(["`File Handling`"])
pandas(("`Pandas`")) -.-> pandas/ReadingDataGroup(["`Reading Data`"])
python(("`Python`")) -.-> python/BasicConceptsGroup(["`Basic Concepts`"])
python(("`Python`")) -.-> python/ControlFlowGroup(["`Control Flow`"])
python(("`Python`")) -.-> python/DataStructuresGroup(["`Data Structures`"])
python(("`Python`")) -.-> python/FunctionsGroup(["`Functions`"])
python(("`Python`")) -.-> python/DataScienceandMachineLearningGroup(["`Data Science and Machine Learning`"])
python/FileHandlingGroup -.-> python/with_statement("`Using with Statement`")
pandas/ReadingDataGroup -.-> pandas/read_csv("`Read CSV`")
python/BasicConceptsGroup -.-> python/variables_data_types("`Variables and Data Types`")
python/BasicConceptsGroup -.-> python/numeric_types("`Numeric Types`")
python/BasicConceptsGroup -.-> python/strings("`Strings`")
python/BasicConceptsGroup -.-> python/type_conversion("`Type Conversion`")
python/ControlFlowGroup -.-> python/for_loops("`For Loops`")
python/DataStructuresGroup -.-> python/lists("`Lists`")
python/DataStructuresGroup -.-> python/dictionaries("`Dictionaries`")
python/FunctionsGroup -.-> python/function_definition("`Function Definition`")
python/FunctionsGroup -.-> python/arguments_return("`Arguments and Return Values`")
python/FileHandlingGroup -.-> python/file_reading_writing("`Reading and Writing Files`")
python/FileHandlingGroup -.-> python/file_operations("`File Operations`")
python/DataScienceandMachineLearningGroup -.-> python/data_analysis("`Data Analysis`")
subgraph Lab Skills
python/with_statement -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
pandas/read_csv -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/variables_data_types -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/numeric_types -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/strings -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/type_conversion -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/for_loops -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/lists -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/dictionaries -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/function_definition -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/arguments_return -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/file_reading_writing -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/file_operations -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
python/data_analysis -.-> lab-302715{{"`COVID-19 Data Analysis with Python`"}}
end