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From the attitude of a knowledge scientist

Introduction

That is the million greenback query, is not it?

Even when the headline appears cheeky, on this article you may be launched to the information evaluation of billionaires.

In that article, you will see the reply to the next questions;

  • What number of billionaires exist in several international locations?
  • Which nation has the best variety of billionaires?
  • Which nation has the least variety of billionaires?
  • Which nation has the best charge of billionaires per million?
  • Which nation has the bottom charge of billionaires per million?
  • What’s the distribution of the billionaire in Europe?
  • What’s the distribution of billionaires in Asia?
  • What’s the distribution of the billionaire in North America?
  • What’s the distribution of the billionaire in South America?
  • What’s the distribution of the billionaire in World Large?
  • Who’re the ten richest billionaires on the earth?
  • What’s the supply of wealth for billionaires?

To entry the supply code for these charts and information, join my e-newsletter right here. After that, I’ll ship you the Jupyter Pocket book in 1 day.

Now, let’s get began.

Possibly by studying that article, you will see the opportunity of being a billionaire or perhaps being a millionaire, who is aware of?

Even when he finds a method to be a millionaire, that can imply one thing, proper?

In 2022, there are 2,864 current billionaires on the earth, who says 2,865 cannot be you?

W Clement Retailer

“Goal for the moon, if you happen to miss, you possibly can hit the star.”

Now, I’ll analyze that information just by asking questions.

Which nation has the best variety of whole billionaires?

Listed here are the highest 9 international locations, which include essentially the most billionaires.

Picture by writer

Let’s look for a similar data in desk kind;

Picture by writer

Now, let’s look extra, let’s look as much as the minimal.

Which nation has the least variety of billionaires?

To create a thought, taking a look at completely different extremes of the information provides you with a good concept of ​​it.

Picture by writer

Knowledge desk

Now, let’s check out the desk kind.

Picture by writer

Now let’s discover the record of nations, which comprises the best charge of billionaires per million.

The international locations which have the best charge of billionaires per million

Now, let us take a look at the horizontal graph of the international locations, which have the best charge of billionaires per million;

Picture by writer

Knowledge desk

The desk type of international locations has the best charge of billionaires per million;

Picture by writer

The international locations which have the bottom charge of billionaires per million

Now, let us take a look at the horizontal graph of the international locations, which have the bottom charge of billionaires per million;

Picture by writer

Knowledge desk

The desk type of international locations has the bottom charge of billionaires per million.

Picture by writer

Billionaire distribution in Europe

Now, let’s discover our valuable billionaires, based on their continents.

Our first instance is Europe.

Creator picture through Plotly

The distribution of the billionaire in Asia

Now let’s flip our face to the east.

Creator picture through Plotly

After all, I don’t forget America.

Distribution of billionaires in North America

Creator picture through Plotly

Distribution of billionaires in South America

Creator picture through Plotly

Distribution of billionaires worldwide

Creator picture through Plotly

Prime 10 billionaires on the earth

Questioning who’re the highest 10 billionaires on the earth?

Picture by writer

What’s the supply of billionaires?

Now, let’s check out the supply of billionaires.

(I used the information for the highest 10 billionaires for this one, which is why the tree diagram under will likely be completely different.)

Picture by writer

Billionaires’ Fountain Map Tree

Now, let’s discover the supply of the billionaires within the tree map, this time I’ll add full information.

Picture by writer

conclusion

Right here, I need to analyze the information in several features by asking questions.

For me, the sum of various features of the reality provides you with the definitive reply.

Thanks for studying my article!

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Nick Bostrom

“Machine studying is the final invention humanity will ever have to make.”

I hope the article about Right here is How To Be a Billionaire provides perspicacity to you and is beneficial for further to your information

Here is How To Be a Billionaire

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