GDP: per Capita: Heilongjiang: Heihe data was reported at 53,250.000 RMB in 2023. This records an increase from the previous number of 52,575.550 RMB for 2022. GDP: per Capita: Heilongjiang: Heihe data is updated yearly, averaging 18,892.000 RMB from Dec 2001 (Median) to 2023, with 23 observations. The data reached an all-time high of 53,250.000 RMB in 2023 and a record low of 4,789.890 RMB in 2001. GDP: per Capita: Heilongjiang: Heihe data remains active status in CEIC and is reported by Heihe Municipal Bureau of Statistics. The data is categorized under China Premium Database’s National Accounts – Table CN.AE: Gross Domestic Product: Prefecture Level City: per Capita.

Out of all 50 states, New York had the highest per-capita real gross domestic product (GDP) in 2024, at 92,341 U.S. dollars, followed closely by Massachusetts. Mississippi had the lowest per-capita real GDP, at 41,603 U.S. dollars. While not a state, the District of Columbia had a per capita GDP of more than 210,780 U.S. dollars. What is real GDP? A country’s real GDP is a measure that shows the value of the goods and services produced by an economy and is adjusted for inflation. The real GDP of a country helps economists to see the health of a country’s economy and its standard of living. Downturns in GDP growth can indicate financial difficulties, such as the financial crisis of 2008 and 2009, when the U.S. GDP decreased by 2.5 percent. The COVID-19 pandemic had a significant impact on U.S. GDP, shrinking the economy 2.8 percent. The U.S. economy rebounded in 2021, however, growing by nearly six percent. Why real GDP per capita matters Real GDP per capita takes the GDP of a country, state, or metropolitan area and divides it by the number of people in that area. Some argue that per-capita GDP is more important than the GDP of a country, as it is a good indicator of whether or not the country’s population is getting wealthier, thus increasing the standard of living in that area. The best measure of standard of living when comparing across countries is thought to be GDP per capita at purchasing power parity (PPP) which uses the prices of specific goods to compare the absolute purchasing power of a countries currency.

GDP: per Capita: Guangdong: Shenzhen data was reported at 195,230.173 RMB in 2023. This records an increase from the previous number of 183,801.000 RMB for 2022. GDP: per Capita: Guangdong: Shenzhen data is updated yearly, averaging 35,390.000 RMB from Dec 1979 (Median) to 2023, with 45 observations. The data reached an all-time high of 195,230.173 RMB in 2023 and a record low of 606.000 RMB in 1979. GDP: per Capita: Guangdong: Shenzhen data remains active status in CEIC and is reported by Shenzhen Municipal Bureau of Statistics. The data is categorized under China Premium Database’s National Accounts – Table CN.AE: Gross Domestic Product: Prefecture Level City: per Capita.

CN: GDP: per Capita: Anhui: Xuancheng data was reported at 78,358.000 RMB in 2023. This records an increase from the previous number of 76,853.000 RMB for 2022. CN: GDP: per Capita: Anhui: Xuancheng data is updated yearly, averaging 28,057.506 RMB from Dec 2001 (Median) to 2023, with 22 observations. The data reached an all-time high of 78,358.000 RMB in 2023 and a record low of 6,144.410 RMB in 2001. CN: GDP: per Capita: Anhui: Xuancheng data remains active status in CEIC and is reported by Xuancheng Municipal Bureau of Statistics. The data is categorized under China Premium Database’s National Accounts – Table CN.AE: Gross Domestic Product: Prefecture Level City: per Capita.

This statistic provides a projection of the gross domestic product (GDP) of major megacities worldwide in 2030. As of this time, it is projected that the GDP of Tokyo, Japan, will reach 40 billion U.S. dollars.

GDP: per Capita: Heilongjiang: Harbin data was reported at 55,710.874 RMB in 2022. This records an increase from the previous number of 53,229.000 RMB for 2021. GDP: per Capita: Heilongjiang: Harbin data is updated yearly, averaging 32,053.000 RMB from Dec 2000 (Median) to 2022, with 23 observations. The data reached an all-time high of 55,710.874 RMB in 2022 and a record low of 10,322.000 RMB in 2000. GDP: per Capita: Heilongjiang: Harbin data remains active status in CEIC and is reported by Harbin Municipal Bureau of Statistics. The data is categorized under China Premium Database’s National Accounts – Table CN.AE: Gross Domestic Product: Prefecture Level City: per Capita.

As of 2024, Mumbai had a gross domestic product of *** billion U.S. dollars, the highest among other major cities in India. It was followed by Delhi with a GDP of around *** billion U.S. dollars. India’s megacities also boast the highest GDP among other cities in the country. What drives the GDP of India’s megacities? Mumbai is the financial capital of the country, and its GDP growth is primarily fueled by the financial services sector, port-based trade, and the Hindi film industry or Bollywood. Delhi in addition to being the political hub hosts a significant services sector. The satellite cities of Noida and Gurugram amplify the city's economic status. The southern cities of Bengaluru and Chennai have emerged as IT and manufacturing hubs respectively. Hyderabad is a significant player in the pharma and IT industries. Lastly, the western city of Ahmedabad, in addition to its strategic location and ports, is powered by the textile, chemicals, and machinery sectors. Does GDP equal to quality of life? Cities propelling economic growth and generating a major share of GDP is a global phenomenon, as in the case of Tokyo, Shanghai, New York, and others. However, the GDP, which measures the market value of all final goods and services produced in a region, does not always translate to a rise in quality of life. Five of India’s megacities featured in the Global Livability Index, with low ranks among global peers. The Index was based on indicators such as healthcare, political stability, environment and culture, infrastructure, and others.

GDP: per Capita: Henan: Luoyang data was reported at 77,434.000 RMB in 2023. This records a decrease from the previous number of 80,226.000 RMB for 2022. GDP: per Capita: Henan: Luoyang data is updated yearly, averaging 45,315.816 RMB from Dec 2001 (Median) to 2023, with 23 observations. The data reached an all-time high of 80,226.000 RMB in 2022 and a record low of 7,418.460 RMB in 2001. GDP: per Capita: Henan: Luoyang data remains active status in CEIC and is reported by Luoyang Municipal Bureau of Statistics. The data is categorized under China Premium Database’s National Accounts – Table CN.AE: Gross Domestic Product: Prefecture Level City: per Capita.

Seychelles had the largest Gross Domestic Product (GDP) per capita in Africa as of 2024. The value amounted to 21,630 U.S. dollars. Mauritius followed with around 12,330 U.S. dollars, whereas Gabon registered 8,840 U.S. dollars. GDP per capita is calculated by dividing a country’s GDP by its population, meaning that some of the largest economies are not ranked within the leading ten. Impact of COVID-19 on North Africa’s GDP When looking at the GDP growth rate in Africa in 2024, Libya had the largest estimated growth in Northern Africa, a value of 7.8 percent compared to the previous year. Niger and Senegal were at the top of the list with rates of 10.4 percent and 8.3 percent, respectively. During the COVID-19 pandemic, the impact on the economy was severe. The growth of the North African real GDP was estimated at minus 1.1 percent in 2020. However, estimations for 2022 looked much brighter, as it was set that the region would see a GDP growth of six percent, compared to four percent in 2021.
Contribution of Tourism Various countries in Africa are dependent on tourism, contributing to the economy. In 2023, travel and tourism were estimated to contribute 182.6 billion U.S. dollars, a clear increase from 96.5 in 2020 following COVID-19. As of 2024, South Africa, Mauritius, and Egypt led tourism in the continent according to the Travel & Tourism Development Index.

**🌍 World Countries Dataset This World Countries Dataset contains detailed information about countries across the globe, offering insights into their geographic, demographic, and economic characteristics.

It includes various features such as population, area, GDP, languages, and regional classifications. This dataset is ideal for projects related to data visualization, statistical analysis, geographical studies, or machine learning applications such as clustering or classification of countries.

This dataset was manually compiled/collected from reliable open data sources (e.g., Wikipedia, World Bank, or other governmental datasets).

**🔍 Sample Questions Explored Using Python: - Q. 1) Which countries have the highest and lowest population? - Q. 2) What is the average area (in sq. km) of countries in each region? - Q. 3) Which countries have more than 100 million population and GDP above $1 trillion? - Q. 4) Which languages are most commonly spoken across countries? - Q. 5) Show a bar graph comparing GDPs of G7 nations. - Q. 6) How many countries are there in each continent or region? - Q. 7) Which countries have both a high population density and low GDP per capita? - Q. 8) Create a world map visualization of population or GDP distribution. - Q. 9) What are the top 10 most densely populated countries? - Q. 10) How many landlocked countries are there in the world?

**🧾 Features / Columns in the Dataset: - Country: The name of the country (e.g., "Pakistan", "France").

• Capital: The capital city of the country.

• Region: Broad geographical region (e.g., "Asia", "Europe").

• Subregion: More specific geographical grouping (e.g., "Southern Asia").

• Population: Total population of the country.

• Area (sq. km): Total land area in square kilometers.

• Population Density: Number of people per square kilometer.

• GDP (USD): Gross Domestic Product (in U.S. dollars).

• GDP per Capita: GDP divided by the population.

• Official Languages: Officially recognized language(s) spoken.

• Currency: Name of the currency used.

• Timezones: Timezones in which the country falls.

• Borders: List of bordering countries (if any).

• Landlocked: Whether the country is landlocked (Yes/No).

• Latitude / Longitude: Coordinates for geographical plotting.

The per capita GDP contribution of Shanghai amounted to around ******* yuan in 2024, up from ******* yuan in the previous year. Shanghai is one of the largest cities in China. In terms of GDP, it was also the Chinese city with the largest GDP contribution, followed by Beijing and Shenzhen. Shanghai's economic development Shanghai’s GDP growth rate ranged at *** percent in 2024, the same as Chinese national GDP growth. As the leading city in the Yangtze River Delta Economic Zone, Shanghai is one of the most active cities for business and trade in China. While the share of the industrial sector in Shanghai’s GDP continues to shrink, the city’s economy is becoming increasingly reliant on the service sector. In 2013, the first free-trade zone in Mainland China was launched in Shanghai, making Shanghai play an essential role in China’s economic reforms. A friendlier investment environment, less tax burdens and a more open financial market for foreign companies were expected to be promoted there. Living in Shanghai Shanghai became world famous when it was recognized by the Europeans in the 19th century for its economic potential as an important harbor city. Today, it is still one of the most open and active cities in China. Migration from across China and other countries makes Shanghai a melting pot of different cultures, which can also be found in its diverse catering industry. In terms of housing prices, it’s one of the most expensive cities in China. Still, the colorful life and plentiful opportunities are attracting numerous young people to come to the city for study and work.

Guyana was the South American country 20360the highest gross national income per capita, with 20,360 U.S. dollars per person in 2023. Uruguay ranked second, registering a GNI of 19,530 U.S. dollars per person, based on current prices. Gross national income (GNI) is the aggregated sum of the value added by residents in an economy, plus net taxes (minus subsidies) and net receipts of primary income from abroad. Which are the largest Latin American economies? Based on annual gross domestic product, which is the total amount of goods and services produced in a country per year, Brazil leads the regional ranking, followed by Mexico, Argentina, and Chile. Many Caribbean countries and territories hold the highest GDP per capita in this region, measurement that reflects how GDP would be divided if it was perfectly equally distributed among the population. GNI per capita is, however, a more exact calculation of wealth than GDP per capita, as it takes into consideration taxes paid and income receipts from abroad. How much inequality is there in Latin America? In many Latin American countries, more than half the total wealth created in their economies is held by the richest 20 percent of the population. When a small share of the population concentrates most of the wealth, millions of people don't have enough to make ends meet. For instance, in Brazil, about 5.32 percent of the population lives on less than 3.2 U.S. dollars per day.

GDP: per Capita: Guangxi: Yulin data was reported at 37,682.000 RMB in 2023. This records an increase from the previous number of 37,245.000 RMB for 2022. GDP: per Capita: Guangxi: Yulin data is updated yearly, averaging 19,822.262 RMB from Dec 2001 (Median) to 2023, with 23 observations. The data reached an all-time high of 37,682.000 RMB in 2023 and a record low of 3,626.410 RMB in 2001. GDP: per Capita: Guangxi: Yulin data remains active status in CEIC and is reported by Yulin Municipal Bureau of Statistics. The data is categorized under China Premium Database’s National Accounts – Table CN.AE: Gross Domestic Product: Prefecture Level City: per Capita.

This dataset provides values for GDP PER CAPITA reported in several countries. The data includes current values, previous releases, historical highs and record lows, release frequency, reported unit and currency.

GDP: per Capita: Shaanxi: Yanan data was reported at 100,695.000 RMB in 2023. This records a decrease from the previous number of 102,771.000 RMB for 2022. GDP: per Capita: Shaanxi: Yanan data is updated yearly, averaging 48,354.000 RMB from Dec 2000 (Median) to 2023, with 24 observations. The data reached an all-time high of 102,771.000 RMB in 2022 and a record low of 6,690.000 RMB in 2000. GDP: per Capita: Shaanxi: Yanan data remains active status in CEIC and is reported by Yanan Municipal Bureau of Statistics. The data is categorized under China Premium Database’s National Accounts – Table CN.AE: Gross Domestic Product: Prefecture Level City: per Capita.

In 2024, the gross domestic product (GDP) of Hong Kong amounted to around 407 billion U.S. dollars at current prices, equivalent to around 3.18 trillion Hong Kong dollars. The city’s GDP grew by 2.5 percent that year. Hong Kong’s GDP in comparison The GDP measures the total value of all goods and services produced in an economy over a certain period. Together with unemployment and inflation, it is one of the most observed economic indicators. While GDP figures in the local currency are sometimes more useful for analyzing internal economic developments, values in international currencies are important for regional comparison.Among economies in Asia-Pacific, Hong Kong’s nominal GDP is comparatively small. However, as an advanced economy and a global financial hub, the city’s per capita GDP is one of the highest in the region, only second to Singapore and Australia. Hong Kong’s economic development As an important international hub for finance and trade, Hong Kong’s economy is dominated by the service sector. Financial services contributed more than 20 percent to the city’s GDP and displayed one of the highest sectoral growth rates over the last decade. Hong Kong’s economic growth suffered severely during the COVID-19 pandemic but returned to sustained growth in 2023.

CIA World Factbook 2024–2025: Global Multi-Domain Metrics

💡 Dataset Overview: A Comprehensive Global Reference

This dataset is a comprehensive, multi-domain compilation derived from the CIA World Factbook 2024–2025.
It provides a unified and structured source for comparative analysis across seven critical dimensions covering 259 global entities including sovereign nations and dependent territories.

It serves as a foundational resource for projects in: - 🌍 Economics
- 🏛️ Political Science
- 🌱 Environmental Studies
- 📊 Data Visualization
- 🤖 Machine Learning

The dataset enables cross-domain insights into the factors driving global stability and development.

📚 Data Source and Provenance

• Official Source: CIA World Factbook (2024–2025)
• Authority: U.S. Central Intelligence Agency
• Coverage: Global (Sovereign nations + dependent territories)

The Factbook is a high-authority governmental reference providing detailed geographic, political, demographic, and socio-economic data.

🗃️ Dataset Structure: 7 Linked CSV Files

Each file is linked by a common key column - Country - enabling easy joins across domains.

⚙️ Data Integrity & Preprocessing Requirements

Raw values from the Factbook are human-readable and contain: - Unit suffixes (e.g., "sq km", "km", "m") - Percent signs ("%") - Thousands separators (e.g., "2,381,740")

Before quantitative analysis, perform data cleaning.

🔧 Required Cleaning Steps:

1. Remove unit labels, commas, and percentage signs.
2. Convert the cleaned columns to a numeric type (e.g., float).

🧹 Example Preprocessing Workflow (pandas)

# Cleaning a column with comma separators and unit suffix
df['Area_Total'] = (
  df['Area_Total']
   .str.replace(',', '', regex=True)
   .str.replace(' sq km', '', regex=True)
   .astype(float)
)

GDP: per Capita: Zhejiang: Quzhou data was reported at 92,662.000 RMB in 2023. This records an increase from the previous number of 87,544.000 RMB for 2022. GDP: per Capita: Zhejiang: Quzhou data is updated yearly, averaging 828.000 RMB from Dec 1949 (Median) to 2023, with 75 observations. The data reached an all-time high of 92,662.000 RMB in 2023 and a record low of 61.000 RMB in 1949. GDP: per Capita: Zhejiang: Quzhou data remains active status in CEIC and is reported by Quzhou Municipal Bureau of Statistics. The data is categorized under China Premium Database’s National Accounts – Table CN.AE: Gross Domestic Product: Prefecture Level City: per Capita.

GDP: per Capita: Shandong: Heze data was reported at 48,294.000 RMB in 2022. This records an increase from the previous number of 45,366.000 RMB for 2021. GDP: per Capita: Shandong: Heze data is updated yearly, averaging 20,095.535 RMB from Dec 2001 (Median) to 2022, with 22 observations. The data reached an all-time high of 48,294.000 RMB in 2022 and a record low of 2,647.090 RMB in 2001. GDP: per Capita: Shandong: Heze data remains active status in CEIC and is reported by Heze Municipal Bureau of Statistics. The data is categorized under China Premium Database’s National Accounts – Table CN.AE: Gross Domestic Product: Prefecture Level City: per Capita.

According to a study by the World Travel & Tourism Council (WTTC), Paris was the city with the highest direct travel and tourism contribution to GDP in 2022. That year, the direct travel and tourism GDP in the capital of France - the country with the highest number of international tourist arrivals worldwide - amounted to roughly ***** billion U.S. dollars. Meanwhile, Beijing and Orlando followed on the ranking in 2022, with a direct travel and tourism GDP of around **** billion and **** billion U.S. dollars, respectively.