In the middle of 2023, about 60 percent of the global population was living in Asia.The total world population amounted to 8.1 billion people on the planet. In other words 4.7 billion people were living in Asia as of 2023. Global populationDue to medical advances, better living conditions and the increase of agricultural productivity, the world population increased rapidly over the past century, and is expected to continue to grow. After reaching eight billion in 2023, the global population is estimated to pass 10 billion by 2060. Africa expected to drive population increase Most of the future population increase is expected to happen in Africa. The countries with the highest population growth rate in 2024 were mostly African countries. While around 1.47 billion people live on the continent as of 2024, this is forecast to grow to 3.9 billion by 2100. This is underlined by the fact that most of the countries wit the highest population growth rate are found in Africa. The growing population, in combination with climate change, puts increasing pressure on the world's resources.

Globally, about 25 percent of the population is under 15 years of age and 10 percent is over 65 years of age. Africa has the youngest population worldwide. In Sub-Saharan Africa, more than 40 percent of the population is below 15 years, and only three percent are above 65, indicating the low life expectancy in several of the countries. In Europe, on the other hand, a higher share of the population is above 65 years than the population under 15 years. Fertility rates The high share of children and youth in Africa is connected to the high fertility rates on the continent. For instance, South Sudan and Niger have the highest population growth rates globally. However, about 50 percent of the world’s population live in countries with low fertility, where women have less than 2.1 children. Some countries in Europe, like Latvia and Lithuania, have experienced a population decline of one percent, and in the Cook Islands, it is even above two percent. In Europe, the majority of the population was previously working-aged adults with few dependents, but this trend is expected to reverse soon, and it is predicted that by 2050, the older population will outnumber the young in many developed countries. Growing global population As of 2025, there are 8.1 billion people living on the planet, and this is expected to reach more than nine billion before 2040. Moreover, the global population is expected to reach 10 billions around 2060, before slowing and then even falling slightly by 2100. As the population growth rates indicate, a significant share of the population increase will happen in Africa.

Summary

This dataset contains biographical information derived from articles on English Wikipedia as it stood in early June 2024. It was created as part of the Structured Contents initiative at Wikimedia Enterprise and is intended for evaluation and research use.

The beta sample dataset is a subset of the Structured Contents Snapshot focusing on people with infoboxes in EN wikipedia; outputted as json files (compressed in tar.gz).

We warmly welcome any feedback you have. Please share your thoughts, suggestions, and any issues you encounter on the discussion page for this dataset here on Kaggle.

Data Structure

• File name: wme_people_infobox.tar.gz
• Size of compressed file: 4.12 GB
• Size of uncompressed file: 21.28 GB

Noteworthy Included Fields: - name - title of the article. - identifier - ID of the article. - image - main image representing the article's subject. - description - one-sentence description of the article for quick reference. - abstract - lead section, summarizing what the article is about. - infoboxes - parsed information from the side panel (infobox) on the Wikipedia article. - sections - parsed sections of the article, including links. Note: excludes other media/images, lists, tables and references or similar non-prose sections.

The Wikimedia Enterprise Data Dictionary explains all of the fields in this dataset.

Stats

Infoboxes - Compressed: 2GB - Uncompressed: 11GB

Infoboxes + sections + short description - Size of compressed file: 4.12 GB - Size of uncompressed file: 21.28 GB

Article analysis and filtering breakdown: - total # of articles analyzed: 6,940,949 - # people found with QID: 1,778,226 - # people found with Category: 158,996 - people found with Biography Project: 76,150 - Total # of people articles found: 2,013,372 - Total # people articles with infoboxes: 1,559,985 End stats - Total number of people articles in this dataset: 1,559,985 - that have a short description: 1,416,701 - that have an infobox: 1,559,985 - that have article sections: 1,559,921

This dataset includes 235,146 people articles that exist on Wikipedia but aren't yet tagged on Wikidata as instance of:human.

Maintenance and Support

This dataset was originally extracted from the Wikimedia Enterprise APIs on June 5, 2024. The information in this dataset may therefore be out of date. This dataset isn't being actively updated or maintained, and has been shared for community use and feedback. If you'd like to retrieve up-to-date Wikipedia articles or data from other Wikiprojects, get started with Wikimedia Enterprise's APIs

Initial Data Collection and Normalization

The dataset is built from the Wikimedia Enterprise HTML “snapshots”: https://enterprise.wikimedia.com/docs/snapshot/ and focuses on the Wikipedia article namespace (namespace 0 (main)).

Who are the source language producers?

Wikipedia is a human generated corpus of free knowledge, written, edited, and curated by a global community of editors since 2001. It is the largest and most accessed educational resource in history, accessed over 20 billion times by half a billion people each month. Wikipedia represents almost 25 years of work by its community; the creation, curation, and maintenance of millions of articles on distinct topics. This dataset includes the biographical contents of English Wikipedia language editions: English https://en.wikipedia.org/, written by the community.

Attribution

Terms and conditions

Wikimedia Enterprise provides this dataset under the assumption that downstream users will adhere to the relevant free culture licenses when the data is reused. In situations where attribution is required, reusers should identify the Wikimedia project from which the content was retrieved as the source of the content. Any attribution should adhere to Wikimedia’s trademark policy (available at https://foundation.wikimedia.org/wiki/Trademark_policy) and visual identity guidelines (ava...

As of October 2025, 6.04 billion individuals worldwide were internet users, which amounted to 73.2 percent of the global population. Of this total, 5.66 billion, or 68.7 percent of the world's population, were social media users. Global internet usage Connecting billions of people worldwide, the internet is a core pillar of the modern information society. Northern Europe ranked first among worldwide regions by the share of the population using the internet in 2025. In the Netherlands, Norway, and Saudi Arabia, 99 percent of the population used the internet as of February 2025. North Korea was at the opposite end of the spectrum, with virtually no internet usage penetration among the general population, ranking last worldwide. Eastern Asia was home to the largest number of online users worldwide—over 1.34 billion at the latest count. Southern Asia ranked second, with around 1.2 billion internet users. China, India, and the United States rank ahead of other countries worldwide by the number of internet users. Worldwide internet user demographics As of 2024, the share of female internet users worldwide was 65 percent, five percent less than that of men. Gender disparity in internet usage was bigger in African countries, with around a 10-percent difference. Worldwide regions, like the Commonwealth of Independent States and Europe, showed a smaller usage gap between these two genders. As of 2024, global internet usage was higher among individuals between 15 and 24 years old across all regions, with young people in Europe representing the most considerable usage penetration, 98 percent. In comparison, the worldwide average for the age group of 15 to 24 years was 79 percent. The income level of the countries was also an essential factor for internet access, as 93 percent of the population of the countries with high income reportedly used the internet, as opposed to only 27 percent of the low-income markets.

Learn more about the Human Papillomavirus Vaccine (Types 16 18) Market Report by Market Research Intellect, which stood at USD 5.2 billion in 2024 and is forecast to expand to USD 8.1 billion by 2033, growing at a CAGR of 6.3%.Discover how new strategies, rising investments, and top players are shaping the future.

According to Cognitive Market Research, the global panel filters market size is USD 8.1 billion in 2024 and will expand at a compound annual growth rate (CAGR) of 4.2% from 2024 to 2031. Market Dynamics of Panel Filters Market Key Drivers for Panel Filters Market Raising conscience about air pollution- One of the main factors propelling the panel filter market is the growing concern for air quality. More and more people are starting to realize that indoor air pollution can cause serious health problems like allergies, asthma, and other long-term health problems, so there is a growing need for efficient air filtration systems. By catching air pollution like dust, pollen, mold spores, and more, panel filters are vital in preserving indoor air quality. Additionally, the significance of clean indoor air has been highlighted in public health initiatives, scientific studies, and media reports, which has contributed to this heightened awareness. The need to set a healthy indoor environment is growing as more people spend long periods inside, whether at home or work. Furthermore, as a result, modern HVAC systems with high-quality panel filters are becoming more popular among both homeowners and companies as a means to safeguard the health of building occupants and enhance air quality generally. The demand for panel filters is rising due to the increasing number of HVAC systems installed in both new and retrofit buildings.
Key Restraints for Panel Filters Market The market growth is hindered due to exorbitant starting expenditures and continuing maintenance charges. The lack of knowledge about panel filters long-term benefits has limited the growth of the panel filters industry. Introduction of the Panel Filters Market Panel filters are rectangular and typically used in HVAC systems to catch and get rid of particles in the air, such as dust and grime. By capturing pollutants, they enhance interior air quality and safeguard HVAC systems. The rising need for air quality degradation and government regulations are fueling the expansion of the worldwide panel filter market. Air quality levels, government filtration standards, and increasing demand from the non-residential market are prompted by major industry players. The panel filter sector faces challenges related to environmental concerns, such as the ever-increasing pollutants emitted by air conditioners due to their expanding sales. As the product becomes more widely used in various consumer goods, such as water and air cleaners, it is anticipated to contribute positively to panel filter industrial growth. In addition, improvements in filter technology, rising demand for energy-efficient HVAC systems, greater knowledge of air quality, and growing uses in residential, commercial, and industrial settings due to stricter air quality rules are factors that could create opportunities in the panel filters market in the coming years.

Market Research Intellect presents the Human Serum Albumin Test Market Report-estimated at USD 5.2 billion in 2024 and predicted to grow to USD 8.1 billion by 2033, with a CAGR of 6.3% over the forecast period. Gain clarity on regional performance, future innovations, and major players worldwide.

The global sailboat market size reached USD 6.4 Billion in 2024. Looking forward, IMARC Group expects the market to reach USD 8.1 Billion by 2033, exhibiting a growth rate (CAGR) of 2.68% during 2025-2033. The rising focus on eco-friendly transportation methods, increase in water-based tourism, favorable government policies, increasing disposable income of the people, rising accessibility of sailboats, growing modernization and customization of sailboats are some of the major factors propelling the market.

IMARC Group provides an analysis of the key trends in each segment of the global sailboat market report, along with forecasts at the global, regional, and country levels for 2025-2033. Our report has categorized the market based on hull type and length.

The National Lottery in the United Kingdom generated total sales amounting to *** billion British pounds during the period April 2023 to March 2024. This denoted a marginal decrease from the previous period, when it stood at over eight billion British pounds.

Computer Vision Defect Detection Market Outlook

According to our latest research, the global Computer Vision Defect Detection market size reached USD 3.2 billion in 2024, reflecting a robust trajectory driven by advanced automation and quality assurance requirements. The market is projected to expand at a CAGR of 10.8% from 2025 to 2033, propelling the market to a forecasted valuation of USD 8.1 billion by 2033. This impressive growth is fueled by the increasing integration of artificial intelligence and machine learning in industrial inspection processes, as well as heightened demand for cost-effective, high-precision defect detection solutions across diverse sectors.

The primary growth factor for the Computer Vision Defect Detection market is the rapid adoption of automation technologies in manufacturing and industrial environments. As companies strive to improve product quality and reduce operational costs, computer vision-based systems provide a scalable solution for real-time inspection and defect identification. These systems significantly enhance productivity by minimizing human error, accelerating throughput, and ensuring consistent quality standards. Furthermore, the proliferation of Industry 4.0 initiatives has led to a surge in smart factories, where computer vision plays a critical role in streamlining processes and enabling predictive maintenance. This trend is particularly pronounced in industries such as automotive, electronics, and pharmaceuticals, where even minor defects can have substantial financial and reputational repercussions.

Another notable growth driver is the technological advancement in machine learning and deep learning algorithms, which have dramatically improved the accuracy and speed of defect detection. Modern computer vision systems leverage convolutional neural networks (CNNs) and other deep learning frameworks to analyze complex visual data, distinguish subtle anomalies, and adapt to evolving defect patterns. These innovations have expanded the applicability of computer vision defect detection beyond traditional manufacturing to sectors such as food and beverage, packaging, and even healthcare. The emergence of cloud-based deployment models further accelerates adoption by lowering infrastructure costs and enabling seamless integration with existing enterprise resource planning (ERP) systems. As a result, organizations of all sizes, including small and medium enterprises (SMEs), are increasingly investing in advanced defect detection solutions to remain competitive.

In addition to technological advancements, regulatory compliance and consumer expectations are shaping the evolution of the Computer Vision Defect Detection market. Stringent quality standards imposed by regulatory bodies, especially in the pharmaceuticals and food & beverage industries, necessitate the implementation of reliable inspection systems. Companies are compelled to maintain traceable quality records and prevent defective products from reaching consumers, thereby avoiding costly recalls and legal liabilities. The growing emphasis on sustainability and waste reduction also encourages manufacturers to adopt computer vision solutions that minimize material wastage and optimize resource utilization. Collectively, these factors create a conducive environment for sustained market growth, as organizations seek to balance quality assurance, operational efficiency, and regulatory compliance.

From a regional perspective, Asia Pacific dominates the Computer Vision Defect Detection market, owing to its expansive manufacturing base, rapid industrialization, and significant investments in automation technologies. China, Japan, and South Korea are at the forefront, leveraging government initiatives and private sector innovation to drive adoption. North America follows closely, characterized by a strong presence of technology providers and a mature industrial sector. Europe also demonstrates robust growth, particularly in automotive and electronics manufacturing. Meanwhile, Latin America and the Middle East & Africa are emerging as promising markets, supported by increasing investments in industrial infrastructure and the gradual shift towards digital transformation. Each region presents unique opportunities and challenges, making regional analysis a critical component of market strategy.

Component Analysis

The Computer Vision Defect Detection market is segmented by component into hardware, software, and se