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Are you unsure about how to navigate through the sea of data on the internet, and about what can be done after obtaining relevant data from reliable sources?

Do you wonder how your household income compares with all others across your country? (I guess at least 90% of everyone out there, regardless of profession or interest.)

If your answer to either of the above is yes, this article is for you!

At the end of this guided walkthrough, you will be able to obtain the following yourself. By replacing just a single variable in the code below according to your household income, as indicated by ### just replace this with your data ###, you will be able to create a chart showing your own percentile relative to households in Singapore! (And with additional work, you can replace the dataframe using data specific to your own country.)

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Visualizing Household Income from Government Sources A Guided Walkthrough | by James Koh, PhD | Mar, 2024 - Towards Data Science