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The project objective is to discover what makes people happy globally. I analyzed the relationship between happiness levels and the six key variables selected by the World Happiness Report. 😊😥😠😆
numpyfor mathematical operations on arrays.pandasto perform data manipulation and analysis.seabornfor data visualization and exploratory data analysis.plotlyto create beautiful interactive web-based visualizations.plotly expresseasy-to-use, high-level interface to Plotly.
Languages| Languages | Usage |
|---|---|
Python 3.11.0 |
Programming Language For data cleaning, manipulation and visualization |
Tools| Tools & Environment | Usage |
|---|---|
Jupyter NoteBook |
An open-source IDE used to create the Jupyter document. |
Tableau |
Data visualization tool. |
Kaggle |
To download training data. |
Git |
A version control system to manage and keep track source code history. |
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Where are the happiest countries located?
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Do developed countries have a higher level of happiness when compared to less developed ones?
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What regions are the best and worst when comparing their human freedom scores?
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Does the government influence the level of happiness?
GDP per capita GDP per capita is a measure of a country’s economic output that accounts for its number of people.
Social support Social support means having friends and other people, including family, to turn to in times of need or crisis to give you a broader focus and positive self-image. Social support enhances quality of life and provides a buffer against adverse life events.
Healthy life expectancy Healthy Life Expectancy is the average number of years that a newborn can expect to live, not hampered by disabling illnesses or injuries.
Freedom to make life choices Freedom of choice describes an individual’s opportunity and autonomy to perform an action selected from at least two available options, unconstrained by external parties.
Generosity The quality of being kind and generous.
Perceptions of corruption The Corruption Perceptions Index (CPI) is an index published annually by Transparency International since 1995 which ranks countries “by their perceived levels of public sector corruption, as determined by expert assessments and opinion surveys.
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To run this project use Jupyter Notebook or Google Colab.
For support, email [email protected].
Contributions are always welcome!
Please adhere to this project's code of conduct.