Russia is the largest country in the world by far, with a total area of just over 17 million square kilometers. After Antarctica, the next three countries are Canada, the U.S., and China; all between 9.5 and 10 million square kilometers. The figures given include internal water surface area (such as lakes or rivers) - if the figures were for land surface only then China would be the second largest country in the world, the U.S. third, and Canada (the country with more lakes than the rest of the world combined) fourth. Russia Russia has a population of around 145 million people, putting it in the top ten most populous countries in the world, and making it the most populous in Europe. However, it's vast size gives it a very low population density, ranked among the bottom 20 countries. Most of Russia's population is concentrated in the west, with around 75 percent of the population living in the European part, while around 75 percent of Russia's territory is in Asia; the Ural Mountains are considered the continental border. Elsewhere in the world Beyond Russia, the world's largest countries all have distinctive topographies and climates setting them apart. The United States, for example, has climates ranging from tundra in Alaska to tropical forests in Florida, with various mountain ranges, deserts, plains, and forests in between. Populations in these countries are often concentrated in urban areas, and are not evenly distributed across the country. For example, around 85 percent of Canada's population lives within 100 miles of the U.S. border; around 95 percent of China lives east of the Heihe–Tengchong Line that splits the country; and the majority of populations in large countries such as Australia or Brazil live near the coast.

This statistic displays the ten largest deserts on earth. The largest desert on earth is the Antarctic desert, covering the continent of Antarctica with a size of around 5.5 million square miles. The term desert includes polar deserts, subtropical deserts, cold winter and cool coastal deserts, and are based on their geographical situation.

Since 2003, Forbes’ Global 2000 list has measured the world’s largest public companies in terms of four equally weighted metrics: assets, market value, sales and profits.

You can find the biggest 500 companies in this data.

Data is taken from here.

Read More

The Caspian Sea in Central Asia is, by far, the largest lake worldwide with 386,000 square kilometers. Lake Superior on the border between Canada and the United States, the world's second largest lake, is, by comparison, 82,000 square kilometers.

Forbes is one of the most respected sources for financial information and global rankings. Their Global 2000 list includes the world’s largest public companies at 2024, providing invaluable insights into global markets and leading economic players.

Resource Link : https://www.forbes.com/lists/global2000/

Financial metrics (Sales , Profit , Assets , Market Value ) are in billions of dollars.

Learn about Baowu Steel Group, the world's largest steel factory with a production capacity exceeding 100 million metric tons annually. Discover how their commitment to innovation, sustainability, and global partnerships has solidified their position as a key player in the global steel industry.

Previous research has cast doubt on the potential for marine protected areas (MPAs) to provide refuge and fishery spillover benefits for migratory species as most MPAs are small relative to the geographic range of these species.Call Number: [EL]Physical Description: 5 p.

🌍 World's largest open dataset for privacy masking 🌎

The dataset is useful to train and evaluate models to remove personally identifiable and sensitive information from text, especially in the context of AI assistants and LLMs.

Dataset Analytics 📊 - ai4privacy/open-pii-masking-500k-ai4privacy

p5y Data Analytics

• Total Entries: 580,227
• Total Tokens: 19,199,982
• Average Source Text Length: 17.37 words
• Total PII Labels: 5,705,973
• Number of Unique PII Classes: 20 (Open PII Labelset)
• Unique Identity Values: 704,215

Language Distribution Analytics

**Number of Unique Languages**: 8 | Language | Count | Percentage | |--------------------|----------|------------| | English (en) 🇺🇸🇬🇧🇨🇦🇮🇳 | 150,693 | 25.97% | | French (fr) 🇫🇷🇨🇭🇨🇦 | 112,136 | 19.33% | | German (de) 🇩🇪🇨🇭 | 82,384 | 14.20% | | Spanish (es) 🇪🇸 🇲🇽 | 78,013 | 13.45% | | Italian (it) 🇮🇹🇨🇭 | 68,824 | 11.86% | | Dutch (nl) 🇳🇱 | 26,628 | 4.59% | | Hindi (hi)* 🇮🇳 | 33,963 | 5.85% | | Telugu (te)* 🇮🇳 | 27,586 | 4.75% | *these languages are in experimental stages

Region Distribution Analytics

**Number of Unique Regions**: 11 | Region | Count | Percentage | |-----------------------|----------|------------| | Switzerland (CH) 🇨🇭 | 112,531 | 19.39% | | India (IN) 🇮🇳 | 99,724 | 17.19% | | Canada (CA) 🇨🇦 | 74,733 | 12.88% | | Germany (DE) 🇩🇪 | 41,604 | 7.17% | | Spain (ES) 🇪🇸 | 39,557 | 6.82% | | Mexico (MX) 🇲🇽 | 38,456 | 6.63% | | France (FR) 🇫🇷 | 37,886 | 6.53% | | Great Britain (GB) 🇬🇧 | 37,092 | 6.39% | | United States (US) 🇺🇸 | 37,008 | 6.38% | | Italy (IT) 🇮🇹 | 35,008 | 6.03% | | Netherlands (NL) 🇳🇱 | 26,628 | 4.59% |

Machine Learning Task Analytics

| Split | Count | Percentage | |-------------|----------|------------| | **Train** | 464,150 | 79.99% | | **Validate**| 116,077 | 20.01% |

Usage

Option 1: Python terminal pip install datasets python from datasets import load_dataset dataset = load_dataset("ai4privacy/open-pii-masking-500k-ai4privacy")

Compatible Machine Learning Tasks:

• Tokenclassification. Check out a HuggingFace's guide on token classification.
  • ALBERT, BERT, BigBird, BioGpt, BLOOM, BROS, CamemBERT, CANINE, ConvBERT, Data2VecText, DeBERTa, DeBERTa-v2, DistilBERT, ELECTRA, ERNIE, ErnieM, ESM, Falcon, FlauBERT, FNet, Funnel Transformer, GPT-Sw3, OpenAI GPT-2, GPTBigCode, GPT Neo, GPT NeoX, I-BERT, [LayoutLM](http...

The World's Top Military Strength Dataset is a comprehensive compilation of data gathered from various reliable sources, providing a detailed analysis and comparison of the military capabilities of countries worldwide. This dataset serves as a valuable resource for policymakers, researchers, defense analysts, and military enthusiasts, enabling them to assess and understand the relative strength and capacities of different nations' armed forces.

The dataset encompasses a wide range of parameters that are crucial in evaluating military power. It includes both quantitative and qualitative metrics, capturing factors such as defense budget, personnel strength, equipment inventory, technological advancements, research and development investments, logistical capabilities, and more. By incorporating multiple dimensions, the dataset offers a comprehensive view of a country's military prowess.

Data within the dataset has been meticulously scraped and curated from reputable websites, government publications, defense journals, and international reports. Rigorous efforts have been made to ensure data accuracy and consistency, minimizing errors and biases to provide users with reliable information.

Context

From GLOBAL 2000

Forbes’ 18th annual ranking of the world’s 2,000 largest public companies illustrates the magnitude of the global shutdowns and serves as a warning for more trouble ahead in the coming months.

Acknowledgements

Most companies on this year’s Global 2000 list have seen their market values drop considerably since last year, and woeful first-quarter earnings provide a painful insight into the impact of the Great Cessation. The past few months have been especially brutal for the airlines, which saw demand drop lower than after 9/11. American Airlines, for instance, fell from No. 372 on the list to 967th after losing a staggering $2.2 billion in its first quarter.

Not all companies are being negatively affected by the pandemic, however. The biggest players in e-commerce —including Amazon, Alibaba and Walmart—have all experienced growth thanks to the rise in online shopping. All three moved up on this year’s list.

On the financial front, the Industrial and Commercial Bank of China remained in the top spot for the eighth straight year with more than $4.3 trillion in assets. China’s “big four” state-owned banks all wound up in this year’s top 10. JPMorgan Chase is the largest U.S. company at No. 3, falling one spot from last year.

In other bright spots, the largest IPO of 2019, Saudi Aramco, debuted at No. 5 on the list, while Zoom and Slack (which both IPOed last year) have also been instant beneficiaries of the new work-from-home realities. Both companies made an inaugural appearance on the Global 2000—virtually overnight.

Chile is the world's largest copper producing country. It is renowned globally for being home to the largest copper reserves and the highest copper production. The country's copper mining industry plays a significant role in its economy and has been a major source of revenue for many decades.

Discover the largest beer markets in the world. From China to Germany, explore the countries with the strongest beer cultures and iconic beer brands. Read on for insights and interesting facts about the global beer industry.

Check out the world's top 10 largest aluminum producers of 2019, including China Hongqiao Group Limited, United Company RUSAL, Rio Tinto Group, and more. Discover their production numbers and geographic presence, and learn about the importance of aluminum in different industries.

Tha seismic datasets for Probing the world's largest oceanic plateau: From making to collision

Learn about China National Salt Industry Corporation (CNSIC), the world's largest salt manufacturer producing over 70% of China's salt with an annual production capacity of 23 million tons. Discover the unique production methods, commitment to sustainability, and other chemical products produced by CNSIC.

The United States is the world's largest producer of maize, also known as corn. It dominates the global maize market, producing approximately one-third of the world's total maize supply. Maize is a staple crop in the United States, with its production spread across various states, mainly in the Midwest region. Learn more about the ideal climate, historical cultivation, modern production techniques, export markets, and the importance of maize to global food security.

Population in the largest city (% of urban population) in World was reported at 16.05 % in 2024, according to the World Bank collection of development indicators, compiled from officially recognized sources. World - Population in the largest city - actual values, historical data, forecasts and projections were sourced from the World Bank on August of 2025.

John Ioannidis and co-authors [1] created a publicly available database of top-cited scientists in the world. This database, intended to address the misuse of citation metrics, has generated a lot of interest among the scientific community, institutions, and media. Many institutions used this as a yardstick to assess the quality of researchers. At the same time, some people look at this list with skepticism citing problems with the methodology used. Two separate databases are created based on career-long and, single recent year impact. This database is created using Scopus data from Elsevier[1-3]. The Scientists included in this database are classified into 22 scientific fields and 174 sub-fields. The parameters considered for this analysis are total citations from 1996 to 2022 (nc9622), h index in 2022 (h22), c-score, and world rank based on c-score (Rank ns). Citations without self-cites are considered in all cases (indicated as ns). In the case of a single-year case, citations during 2022 (nc2222) instead of Nc9622 are considered.

To evaluate the robustness of c-score-based ranking, I have done a detailed analysis of the matrix parameters of the last 25 years (1998-2022) of Nobel laureates of Physics, chemistry, and medicine, and compared them with the top 100 rank holders in the list. The latest career-long and single-year-based databases (2022) were used for this analysis. The details of the analysis are presented below: Though the article says the selection is based on the top 100,000 scientists by c-score (with and without self-citations) or a percentile rank of 2% or above in the sub-field, the actual career-based ranking list has 204644 names[1]. The single-year database contains 210199 names. So, the list published contains ~ the top 4% of scientists. In the career-based rank list, for the person with the lowest rank of 4809825, the nc9622, h22, and c-score were 41, 3, and 1.3632, respectively. Whereas for the person with the No.1 rank in the list, the nc9622, h22, and c-score were 345061, 264, and 5.5927, respectively. Three people on the list had less than 100 citations during 96-2022, 1155 people had an h22 less than 10, and 6 people had a C-score less than 2.
In the single year-based rank list, for the person with the lowest rank (6547764), the nc2222, h22, and c-score were 1, 1, and 0. 6, respectively. Whereas for the person with the No.1 rank, the nc9622, h22, and c-score were 34582, 68, and 5.3368, respectively. 4463 people on the list had less than 100 citations in 2022, 71512 people had an h22 less than 10, and 313 people had a C-score less than 2. The entry of many authors having single digit H index and a very meager total number of citations indicates serious shortcomings of the c-score-based ranking methodology. These results indicate shortcomings in the ranking methodology.

Learn about Xinjiang Joinworld Co., Ltd., the world's largest ceramic company. Discover their wide range of ceramic products, extensive research and development activities, and adherence to rigorous quality control procedures. Read about their commitment to corporate social responsibility and sustainable development.