fan of 100 U.S. dollar banknotes

From The Point of view of a Knowledge Scientist


That is the million dollars issue, appropriate?

Even if the headline appears to be like cheeky, in this short article, the Knowledge investigation of billionaires will be presented to you.

In that posting, you will discover the response of the adhering to questions

  • How quite a few billionaires exist in diverse countries?
  • Which nation has the best quantity of billionaires?
  • Which nation has the least expensive variety of billionaires?
  • Which country has the best level of billionaires per million?
  • Which state has the lowest amount of billionaires for every million?
  • What is the distribution of the billionaire in Europe?
  • What is the distribution of billionaires in Asia?
  • What is the distribution of the billionaire in North The usa?
  • What is the distribution of the billionaire in South The united states?
  • What is the distribution of the billionaire in World Extensive?
  • Who are the prime 10 wealthiest billionaires in the Planet?
  • What are the source of the billionaires wealth?

To entry the source code of that graphs and information, please subscribe to my E-newsletter from listed here. Following that, I will send out the Jupyter Notebook to you in 1 working day.

Now, let us start off.

Probably by reading that write-up, you will obtain the of remaining a billionaire or probably getting a millionaire, who is familiar with? 

Even if you will locate a way of staying a millionaire, that will necessarily mean anything, correct? 

In 2022, there are 2.864 billionaires present in the globe, who suggests that 2.865 cant be you?

W.Clement Keep

“Aim for the moon, if you skip, you could strike the star.”

Now, I will assess that data only by asking questions.

Which country, has the highest selection of overall billionaires?

Below are the major 9 nations around the world, which comprise the most billionaires.

Graphic by Creator

Let us look up the similar info in the desk form

Picture by Author

Now, we seemed the most, let us glance up to the the very least.

Which region has the most affordable range of billionaires?

To produce a thought, seeking up various finishes of the data, will give you a reasonable perception into it.

Picture by Creator

Facts Desk

Now, let’s appear up to table kind.

Image by Writer

Now let us appear up the nations around the world checklist, that incorporates the optimum price of billionaires per million.

The Nations around the world, which has the maximum amount of Billionaire Per Million

Now, let us see the horizontal graph of the countries, that has the maximum charge of billionaire for every million

Image by Writer

Details Desk

The desk form of the countries has the maximum level of the billionaire per million

Picture by Writer

The Countries, which has the most affordable amount of Billionaire Per Million

Now, permit us see the horizontal graph of the international locations, that has the cheapest charge of billionaire per million

Picture by Writer

Facts Table 

The table kind of the nations has the least expensive price of billionaire for every million.

Graphic by Writer

Billionaire’s distribution in Europe

Now, let us glimpse up our cherished billionaires, in accordance to their continents.

Our very first case in point is Europe.

Image by Creator via Plotly

Billionaire’s distribution in Asia

Now let us flip our experience to the east.

Image by Author by means of Plotly

Of program, I do not overlook The united states.

Billionaires distribution in North America

Impression by Writer by means of Plotly

Billionaires distribution in South America

Graphic by Author by way of Plotly

Billionaires Distribution World Wide

Picture by Creator by way of Plotly

Leading 10 Billionaires in The World

Do you question, who are the top 10 billionaires in the entire world?

Image by Author

What is the Source of the Billionaires ?

Now, let us glimpse up to the supply of the billionaires.

(I applied leading 10 billionaires Facts for this a person, which is why next treemap will vary.)

Impression by Author

Tree Map of the Supply of the Billionaires

Now, let us look up to the source of the billionaires in treemap, this time I will add whole details.

Image by Author


Below, I want to examine the information in distinct areas by asking thoughts.

For me, the sum of different areas of the truth of the matter will give you the greatest remedy.

Thanks for examining my posting!

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Nick Bostrom

“Machine studying is the previous creation that humanity will ever want to make.”

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