According to the Hurun Global Rich List 2025, the city with the highest number of billionaires in 2025 was New York. In detail, *** billionaires resided in the American city. Furthermore, ** billionaires lived in London, while Shanghai had a billionaire population of ** individuals. New York was the only city in the world with more than 100 billionaires that year. Mega-cities of the world A large number of the world’s billionaires are concentrated in a select number of the world’s megacities. This has as much to do with the location of their wealth, business interests, and further earning potential as it does with the quality of life in those cities. A look at the most significant industries in the global billionaire production line helps to explain the prominence of the traditional capitals of global business, including New York, London, and Hong Kong. The place of many Chinese cities on the list can in part be explained by the strong performance of industrial conglomerates from the country recently. Economic growth in China While New York is the city with the highest number of billionaires, China now boasts the most billionaires of any country in the world. However, ***** of the top ten wealthiest billionaires still came from the United States as of 2025.

The statistic shows the top 20 cities according to the number of millionaires in each in 2012. In 2012, there were around ******* millionaires living in Tokyo in Japan.

In 2022, ****** was home to the highest number of millionaires, followed by India’s capital New Delhi, and the IT capital - Bengaluru. This comes as no surprise since all three cities have the largest share of high net worth households along with a booming economic outlook. Overall, India had around *** billionaires as of March 2023, and ranked third globally in terms of its ultra-net-worth individuals. A growing wealth gap Despite this, India also has a very high wealth inequality with millions of people living below the poverty line. In fact, according to the last census, the state of Maharashtra (with Mumbai as its capital city) had the highest number of slums across the country with over *** million households. Furthermore, according to a 2015 study on the geography of the super-rich, Bangalore was ranked first in terms of the inequality between its rich and poor, with the wealth of the city’s billionaires being ******* times that of the average per capita GDP in the city. Mumbai came second in this listing, while Delhi was ranked fifth. It's a rich man's world As of 2018, the richest ** percent of Indians owned **** percent of the country’s wealth. The Indian economy was also seen to be one of the fastest growing economies across the world. This indicates the level of unequal distribution of wealth in the country. This is a matter of grave concern and has several implications in terms of the country’s development and progress.

Cleaned dataset from the Billionaires Statistic Dataset (2023) that can be found here.

The code I used to clean and re-structure the data is also here.

First things first: a big shout-out to Nidula Elgiriyewithana for providing the original data.

As with it, this dataset contains various information about the world's wealthiest persons in different columns that can be grouped into three different types:

• Business-related information. These columns contain data about the industry in which the billionaires' operate, their source of wealth, total wealth and position they occupy in the ranking.
• Personal information. Such as name, age, nationality, country and city of residence.
• Economic activity information. These columns are related to the country in which the billionaire resides and provide different economic indicators like GDP, education enrollment or Consumer Price Index (CPI).

Column names

• position. Ranking of the billionaire measured by their wealth.
• wealth. The wealth of the billionaire measured in $.
• industry. Industry in which the billionaire's operates their businesses.
• full_name. Complete name of the billionaire.
• age. The age of the billionaire.
• country_of_residence. Country in which the billionaire resides.
• city_of_residence. City in which the billionaire resides.
• source. The source of the billionaire's wealth.
• citizenship. The country of citizenship of the billionaire.
• gender. The gender of the billionaire.
• birth_date. The birth date of the billionaire.
• last_name. The last name of the billionaire.
• first_name. The first name of the billionaire.
• residence_state. State in which the billionaire resides (only for billionaires who reside in the U.S.).
• residence_region. Region in which the billionaire resides (only for billionaires who reside in the U.S.).
• birth_year. The birth year of the billionaire.
• birth_month. The birth month of the billionaire.
• birth_day. The birth data of the billionaire.
• cpi_country. Consumer Price Index (CPI) for the billionaire's country.
• cpi_change_country. CPI change for the billionaire's country.
• gdp_country. Gross Domestic Product (GDP) in $ for the billionaire's country.
• g_tertiary_ed_enroll. Enrollment in tertiary education in the billionaire's country.
• g_primary_ed_enroll. Enrollment in primary education in the billionaire's country.
• life_expectancy. Life expectancy in the billionaire's country.
• tax_revenue. Tax revenue in the billionaire's country.
• tax_rate. Total tax rate in the billionaire's country.
• country_pop. Population of the billionaire's country.
• country_lat. Latitude coordinate of the billionaire's country.
• country_long. Longitude coordinate of the billionaire's country.
• continent. Continent in which the country of the billionaire's residence is located.

Potential analyses

• Analyze which industries contain the biggest groups of billionaires overall and in different countries.
• Explore number of billionaires and total wealth across countries and continents and display the result in a map.
• Focus on personal information columns such as age or gender to explore the distribution of billionaires from this perspective.
• Discover if countries' economic indicators have any impact in the presence of billionaires.
• The U.S. is the country with most billionaires presented in the dataset and also the only one with attributes in the residence_state and residence_region columns. This makes the American billionaires a good focus for a specific analysis.

Bonus

If you want a challenge, you can create a dashboard using tools such as Plotly to dynamically visualize the data using one or different attributes (such as industry, age or country). I did it, leave the link below in case you want to investigate:

Dashboard notebook here

If you find this dataset informative or inspirational, a vote is appreciated for others to easily discover value in it 💎💰

A dataset listing the 20 richest cities in Illinois for 2024, including information on rank, city, county, population, average income, and median income.

A dataset listing the 20 richest cities in Montana for 2024, including information on rank, city, county, population, average income, and median income.

In January 2024, approximately ******* hoseholds in Beijing owned assets worth *********** yuan ore more. Beijing, Shanghai, and Hong Kong were home to by far the highest number of millionaires in Greater China.

A dataset listing the 20 richest cities in Alabama for 2024, including information on rank, city, county, population, average income, and median income.

In 2020, the San Jose-Sunnyvale-Santa Clara metropolitan area in California had the highest share of millionaire households of any U.S. metropolitan area, with **** percent of all households having at least *** million U.S. dollars in investible assets.

This statistic presents the American states with highest ratio of millionaire households per capita in 2020. In that year, New Jersey had the highest ratio of millionaire households per capita in the country, with 9.76 percent of households holding over one million U.S. dollars in assets.

In the Russian capital and its neighboring Moscow Oblast, 104.5 thousand people owned assets worth one million U.S. dollars or more, based on the millionaire count from 2020. Russia's regions with the second-highest number of U.S. dollar millionaires were Saint Petersburg and the Leningrad Oblast, at 28 thousand. Russia ranked 15th by the number of U.S. dollar millionaires worldwide.

Iceland was the country with the highest rate of millionaires worldwide in 2022, with more than ***percent of the adult population owning assets worth more than one million U.S. dollars. Luxembourg followed behind with ** percent of the population being millionaires, with Switzerland in third.

A dataset listing the 20 richest counties in New York for 2024, including information on rank, county, population, average income, and median income.

In 2024, an estimated ******* people in South Korea owned financial assets worth one billion South Korean won or more. This was a year-on-year increase of around one percent. The rise in stock prices was, among other things, the key reason for the jump in the wealth of these millionaires. High-net-worth-individuals (HNWIs) in South Korea High-net-worth individuals (HNWI) refer to persons with a net worth of over *********** U.S. dollars including their primary residence. The number of HNWIs in South Korea has risen steadily in recent years. While there were about *** thousand HNWIs in 2016, the number exceeded ******* in 2021 and is expected to double the 2015 figure by 2026. South Korea was among the top 15 countries with the most ultra-high-net-worth individuals (UHNWIs), whose net assets, including their homes, exceed ** million U.S. dollars. Who are the wealthiest people in South Korea? In recent years, South Korea has also seen an increase in the number of billionaires, with the capital Seoul being one of the leading cities in the world with the most resident billionaires. With a net worth of around **** billion U.S dollars, Lee Jae-yong (Jay Y. Lee), executive chairman of Samsung Electronics and son of the late Samsung chairman Lee Kun-hee, was the wealthiest person in South Korea as of 2024. Seo Jung-jin, the founder of South Korea's biopharmaceutical company Celltrion, followed and led the wealth ranking along with Samsung boss Lee.

As of January 2025, Zhang Yiming topped the list of the richest people in China with a net worth of 60 billion U.S. dollars. Zhong Shanshan, founder of the beverage company Nongfu Spring, and Ma Huateng, founder of the IT giant Tencent, came in second and third respectively, while Ma Yun, founder of the IT giant Alibaba, fell back to the tenth place. Ultra-high net worth individuals (UHNWI) in China Net worth refers to the amount of value by which an individual’s assets exceed their liabilities. It is usually cited to demonstrate the economic position of a person. Following China’s extensive economic development over the past two decades, the number of wealthy people had been rapidly growing as well. According to Hurun Research Institute, Greater China was the region with the second largest number of billionaires worldwide as of 2025, with a total number of 870 billionaires. As of February 2025, the number of millionaires had amounted to approximately 19,000 people in Beijing alone. Unsurprisingly, the majority of high-net worth individuals lives in one of the four first-tier cities Beijing, Shanghai, Guangzhou, and Shenzhen. Chinese billionaire's sources of wealth Chinese millionaires have accumulated their wealth primarily as private entrepreneurs. Most of the people listed among the 20 wealthiest Chinese in 2024 had owned their own companies. Zhang Yiming, who topped the list of richest people in China in 2025, has made his fortune as founder of BytaDance and Douyin, the social media platform internationally known as TikTok.

This statistic displays the top 10 of the richest municipalities in the Netherlands in 2021. Bloemendaal was the richest municipality in the country that year. Around **** percent of households in Bloemendaal had *********** euros worth in wealth or more.

The number of billionaires in Pakistan is forecast to reach **** in 2026. In 2016, there were just ***** individuals whose net worth exceeded *** billion U.S. dollars in Pakistan.

Leading billionaire cities

According to the Hurun Global Rich List 2022, Beijing had the most billionaires in 2022. In total, *** billionaires lived in China's capital. Furthermore, *** billionaires resided in Shanghai, while *** were in New York. Many of the world's billionaires are concentrated in a few megacities. A look at the primary industries of billionaires globally helps to explain the importance of traditional global business capitals such as New York, London, and Hong Kong. The inclusion of Chinese cities on the list can be explained partly by the country's industrial conglomerates' strong performance in recent years.

The effect of ******** on the wealth of billionaires

Elon Musk was the billionaire whose fortune grew the most due to the COVID-19 pandemic. From September 2019 to September 2022, Elon Musk increased his net worth by ***** billion US dollars. Google’s Larry Page added the second highest value to his net worth during the period under consideration, with an increase of **** billion dollars. In contrast, Facebook founder Mark Zuckerberg’s net worth decreased by nearly ** billion US dollars during the same time.

With a net worth of 342 billion U.S. dollars, Elon Musk, the cofounder of seven companies, such as electric car maker Tesla and the rocket producer SpaceX, was the wealthiest man in the world in March 2025. The wealthiest people in the world Marc Zuckerberg, the cofounder of Meta Platforms, came second with a wealth of 235.6 billion U.S. dollars. Amazon-founder Jeff Bezos followed in third. All the 10 richest people in the world were men. Wealth distribution worldwide As of 2022, one percent of people held nearly half of the world's combined wealth. Moreover, 2.8 billion of the world's population hold a combined wealth of less than 10,000 U.S. dollars, compared to 59 million people having a combined wealth of 1 billion dollars or more, underlining the vast inequalities around the world. Where do the most affluent people live? Most millionaires live in the United States, while Hong Konk was the city hosting the largest number of high net worth individuals worldwide. The country with the highest number of billionaires is China.

In 2023, ******* individuals with net assets of at least ** million U.S. dollars were residing in the *************, by far the highest number of any country. By comparison, *****, which had the second highest number of ultra high net worth individuals (UHNWIs), had less than 100,000 individuals with assets amounting to ** million U.S. dollars or more.Place of residence of ultra high net worth individuals The residency of almost half of the world’s ultra high net worth individuals in the United States explains the dominance of North America in regard to the number of ultra high net worth individuals by region. Hong Kong was the city with the most UHNWIs in 2022, followed by New York, London, and Los Angeles. Source of wealth and gender differences A majority of the world's UHNWIs are self-made. However, looking at billionaires, there is a clear difference between men and women; whereas a majority of billionaire men were self-made, a majority of the women had inherited their fortune.

In 2024, an estimated ******* millionaires lived in Seoul, South Korea, accounting for about **** percent of the nationwide number of millionaires. The total number of people in South Korea owning financial assets of *********** South Korean won or more stood at about *** thousand that year.