How the Billionaires Were “Tempered”

Using data visualization and descriptive statistical inferences to understand billionaires' features and gain insights from their success.

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Project Name and Group Members

Project Name: How the Billionaires Were “Tempered”
Group Members: Ella Tao, Axel Zhao, Yishi Reena Zheng

Inspiration

We often hear about the legendary experience of billionaires, and these success stories are intriguing and inspiring. We think it is meaningful and insightful to use data visualization and descriptive statistical inferences to understand billionaires' features and learn from their success.

What it does

This project will use data from the Forbes Billionaires 2021, using data visualization and descriptive statistical inferences to understand their features and gain insights from their success.

How we built it

We use libraries such as Geopandas, Seaborn, and Plotly to create plots, and analyze the distribution of our plots.

Challenges we ran into

Goal 1: Merge two datasets for our conclusion, and created a scatter plot using the new library Plotly. Goal 2: New library (Plotly), statistical inferences (distribution plot)

Accomplishments that we're proud of

  • Our plots are meaningful, beautiful, and some of them are interactive.
  • We came up with a deep and insightful analysis for our plots.

What we learned

There are many different features for billionaires, and they have an impact on the countries' economics.

What's next for How the Billionaires Were “Tempered”

  • Learn from the billionaires and hope we can also succeed one day
  • Gain insights into how the billionaires influence the society
  • Have a higher-level understanding of the success of billionaires

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