88 datasets found
  1. The most spoken languages worldwide 2025

    • statista.com
    Updated Apr 14, 2025
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    Statista (2025). The most spoken languages worldwide 2025 [Dataset]. https://www.statista.com/statistics/266808/the-most-spoken-languages-worldwide/
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    Dataset updated
    Apr 14, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2025
    Area covered
    World
    Description

    In 2025, there were around 1.53 billion people worldwide who spoke English either natively or as a second language, slightly more than the 1.18 billion Mandarin Chinese speakers at the time of survey. Hindi and Spanish accounted for the third and fourth most widespread languages that year. Languages in the United States The United States does not have an official language, but the country uses English, specifically American English, for legislation, regulation, and other official pronouncements. The United States is a land of immigration, and the languages spoken in the United States vary as a result of the multicultural population. The second most common language spoken in the United States is Spanish or Spanish Creole, which over than 43 million people spoke at home in 2023. There were also 3.5 million Chinese speakers (including both Mandarin and Cantonese),1.8 million Tagalog speakers, and 1.57 million Vietnamese speakers counted in the United States that year. Different languages at home The percentage of people in the United States speaking a language other than English at home varies from state to state. The state with the highest percentage of population speaking a language other than English is California. About 45 percent of its population was speaking a language other than English at home in 2023.

  2. Common languages used for web content 2025, by share of websites

    • ai-chatbox.pro
    • statista.com
    Updated Feb 11, 2025
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    Statista (2025). Common languages used for web content 2025, by share of websites [Dataset]. https://www.ai-chatbox.pro/?_=%2Fstatistics%2F262946%2Fshare-of-the-most-common-languages-on-the-internet%2F%23XgboD02vawLKoDs%2BT%2BQLIV8B6B4Q9itA
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    Dataset updated
    Feb 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Feb 2025
    Area covered
    World
    Description

    As of February 2025, English was the most popular language for web content, with over 49.4 percent of websites using it. Spanish ranked second, with six percent of web content, while the content in the German language followed, with 5.6 percent. English as the leading online language United States and India, the countries with the most internet users after China, are also the world's biggest English-speaking markets. The internet user base in both countries combined, as of January 2023, was over a billion individuals. This has led to most of the online information being created in English. Consequently, even those who are not native speakers may use it for convenience. Global internet usage by regions As of October 2024, the number of internet users worldwide was 5.52 billion. In the same period, Northern Europe and North America were leading in terms of internet penetration rates worldwide, with around 97 percent of its populations accessing the internet.

  3. g

    ENGLISH PROFICIENCY LEVEL

    • global-relocate.com
    Updated Oct 29, 2024
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    Global Relocate (2024). ENGLISH PROFICIENCY LEVEL [Dataset]. https://global-relocate.com/rankings/english-proficiency-level
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    Dataset updated
    Oct 29, 2024
    Dataset provided by
    Global Relocate
    Description

    Using data from reports such as the "English Proficiency Index" (EDU) from Education First, one can see the significant impact of culture, education and globalization on the ability of citizens of different countries to speak English.

  4. English Conversation and Monologue speech dataset

    • kaggle.com
    Updated Jun 7, 2024
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    Frank Wong (2024). English Conversation and Monologue speech dataset [Dataset]. https://www.kaggle.com/datasets/nexdatafrank/english-real-world-speech-dataset
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jun 7, 2024
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Frank Wong
    License

    Attribution-NonCommercial 4.0 (CC BY-NC 4.0)https://creativecommons.org/licenses/by-nc/4.0/
    License information was derived automatically

    Description

    English(America) Real-world Casual Conversation and Monologue speech dataset

    Description

    English(America) Real-world Casual Conversation and Monologue speech dataset, covers self-media, conversation, live, lecture, variety-show, etc, mirrors real-world interactions. Transcribed with text content, speaker's ID, gender, and other attributes. Our dataset was collected from extensive and diversify speakers, geographicly speaking, enhancing model performance in real and complex tasks. Quality tested by various AI companies. We strictly adhere to data protection regulations and privacy standards, ensuring the maintenance of user privacy and legal rights throughout the data collection, storage, and usage processes, our datasets are all GDPR, CCPA, PIPL complied. For more details, please refer to the link: https://www.nexdata.ai/datasets/speechrecog/1115?source=Kaggle

    Format

    16kHz, 16 bit, wav, mono channel;

    Content category

    Including self-media, conversation, live, lecture, variety-show, etc;

    Recording environment

    Low background noise;

    Country

    America(USA);

    Language(Region) Code

    en-US;

    Language

    English;

    Features of annotation

    Transcription text, timestamp, speaker ID, gender.

    Accuracy Rate

    Sentence Accuracy Rate (SAR) 95%

    Licensing Information

    Commercial License

  5. c

    English Language Learning market size will be $48,053.50 Million by 2028!

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
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    Cognitive Market Research, English Language Learning market size will be $48,053.50 Million by 2028! [Dataset]. https://www.cognitivemarketresearch.com/english-language-learning-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    As per Cognitive Market Research's latest published report, the Global English Language Learning market size will be $48,053.50 Million by 2028. English Language Learning Industry's Compound Annual Growth Rate will be 6.32% from 2023 to 2030. Key Dynamics of

    English Language Learning Market

    Key Drivers of

    English Language Learning Market

    The phenomenon of globalization and the prevalence of English in both business and academia: English continues to serve as the global lingua franca for commerce, higher education, aviation, and diplomatic relations. Both individuals and institutions are investing in English language acquisition to improve employability, gain access to international opportunities, and engage in the exchange of global knowledge.

    The growing use of digital learning platforms and mobile applications: Language learning applications, virtual tutors, and AI-enhanced platforms are making the process of learning English more accessible, tailored, and engaging. This technology-driven approach is rapidly proliferating across educational institutions, workplaces, and households around the globe.

    Government-supported language education policies and initiatives: Numerous governments are incorporating English as a second language into their national education systems and providing financial support or programs aimed at enhancing proficiency among students and civil servants, particularly in regions such as Asia, the Middle East, and Africa.

    Key Restraints for

    English Language Learning Market

    The high expense associated with premium courses and certifications: High-quality English language programs, particularly those that feature native instructors or preparation for standardized tests (such as IELTS and TOEFL), can be costly, thereby restricting access for learners from lower-income backgrounds or public educational institutions in underprivileged areas.

    The digital divide and inadequate infrastructure in remote locations: Access to online resources for learning English is limited in rural or low-connectivity areas. The absence of devices, reliable internet, or digital literacy skills obstructs the fair adoption of e-learning solutions.

    The absence of standardized learning outcomes and quality assurance: With a multitude of providers and diverse curricula available, learners may encounter inconsistent quality, disorganized learning pathways, and challenges in measuring genuine proficiency improvements, particularly outside of formal educational frameworks.

    Key Trends in English Language Learning Market

    Gamification and AI personalization in language learning applications: Platforms are utilizing AI, speech recognition, and gamified elements to develop interactive and adaptive learning experiences that enhance motivation, retention, and learner engagement.

    Increase in English for specific purposes (ESP) programs: Tailored English training for sectors such as medicine, engineering, law, and tourism is on the rise. These specialized programs align language competencies with professional requirements, providing greater ROI for both learners and employers.

    Growth of hybrid learning models and virtual classrooms: Blended learning—integrating in-person sessions with digital resources—is gaining traction in educational institutions and corporate environments, allowing for flexibility while preserving the quality of teacher-led instruction. Introduction to English Language Learning

    Language learning is a process which involves listening, speaking, reading, writing and other processes by which learners acquire the ability to learn another language. English language has become a necessity in order to sustain a competitive world. In today's globalized world there are many reasons to learn a foreign language and many several benefits to studying English specifically.

    English language learning improves and widens employment prospects, improves confidents and person can start a life in English-speaking country and many other benefits. To learn English, a range of different programmes are employed to structure the English language education. These programme models differ depending on the goals of the program and available resources.

    There are wide array of ways to learn English language including offline learning, online learning and blended learning. Nowadays studen...

  6. Number of native Spanish speakers worldwide 2024, by country

    • statista.com
    Updated Jan 15, 2025
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    Statista (2025). Number of native Spanish speakers worldwide 2024, by country [Dataset]. https://www.statista.com/statistics/991020/number-native-spanish-speakers-country-worldwide/
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    Dataset updated
    Jan 15, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    World
    Description

    Mexico is the country with the largest number of native Spanish speakers in the world. As of 2024, 132.5 million people in Mexico spoke Spanish with a native command of the language. Colombia was the nation with the second-highest number of native Spanish speakers, at around 52.7 million. Spain came in third, with 48 million, and Argentina fourth, with 46 million. Spanish, a world language As of 2023, Spanish ranked as the fourth most spoken language in the world, only behind English, Chinese, and Hindi, with over half a billion speakers. Spanish is the official language of over 20 countries, the majority on the American continent, nonetheless, it's also one of the official languages of Equatorial Guinea in Africa. Other countries have a strong influence, like the United States, Morocco, or Brazil, countries included in the list of non-Hispanic countries with the highest number of Spanish speakers. The second most spoken language in the U.S. In the most recent data, Spanish ranked as the language, other than English, with the highest number of speakers, with 12 times more speakers as the second place. Which comes to no surprise following the long history of migrations from Latin American countries to the Northern country. Moreover, only during the fiscal year 2022. 5 out of the top 10 countries of origin of naturalized people in the U.S. came from Spanish-speaking countries.

  7. c

    Global English Proficiency Test market size is USD 2965.5 million in 2024.

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Jul 20, 2024
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    Cognitive Market Research (2024). Global English Proficiency Test market size is USD 2965.5 million in 2024. [Dataset]. https://www.cognitivemarketresearch.com/english-proficiency-test-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jul 20, 2024
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global English Proficiency Test market size is USD 2965.5 million in 2024. It will expand at a compound annual growth rate (CAGR) of 9.70% from 2024 to 2031.

    North America held the major market share for more than 40% of the global revenue with a market size of USD 1186.20 million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.9% from 2024 to 2031.
    Europe accounted for a market share of over 30% of the global revenue with a market size of USD 889.65 million.
    Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 682.07 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.7% from 2024 to 2031.
    Latin America had a market share for more than 5% of the global revenue with a market size of USD 148.28 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.1% from 2024 to 2031.
    Middle East and Africa hada market share of around 2% of the global revenue and was estimated at a market size of USD 59.31 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.4% from 2024 to 2031.
    Employers category is experiencing the fastest growth in the English Proficiency Test Market. The rising trend of multinational companies and the global nature of business operations necessitate a workforce proficient in English.
    

    Market Dynamics of English Proficiency Test Market

    Key Drivers for English Proficiency Test Market

    Increasing Global Mobility of Students and Professionals to Increase the Demand Globally
    

    The increasing global mobility of students and professionals is a significant driver in the English Proficiency Test Market. As educational institutions worldwide, particularly in English-speaking countries, attract a growing number of international students, the need for standardized English proficiency assessments becomes critical. Similarly, professionals seeking employment opportunities in multinational corporations or pursuing career advancements in global markets must demonstrate their English language capabilities. This trend is fueled by globalization and the widespread recognition of English as the lingua franca of business, academia, and technology, thereby boosting the demand for reliable and comprehensive English proficiency tests.

    Rising Demand for English in Non-English Speaking Regions to Propel Market Growth
    

    The rising demand for English language skills in non-English speaking regions is another crucial driver of the English Proficiency Test Market. As countries in Asia, Latin America, and Europe increasingly integrate into the global economy, proficiency in English becomes a valuable asset for individuals and businesses. Governments and educational systems in these regions are incorporating English language education into their curricula, and companies are investing in language training for their employees to enhance competitiveness. This growing emphasis on English proficiency is creating substantial opportunities for test providers to expand their offerings and cater to a broader audience, further propelling market growth.

    Restraint Factor for the English Proficiency Test Market

    High Cost of Test Preparation and Registration Fees to Limit the Sales
    

    A significant restraint in the English Proficiency Test Market is the high cost of test preparation and registration fees. Many potential test-takers, especially students and professionals from developing countries, find these costs prohibitive. The expense of preparatory courses, study materials, and the tests themselves can deter individuals from taking the exams, limiting their opportunities for education and employment in English-speaking regions. This financial barrier not only affects individuals but also impacts the overall market growth, as it reduces the number of people who can afford to demonstrate their English proficiency through standardized tests.

    Limited Accessibility in Rural and Remote Regions
    

    One key restraint in the English proficiency test market is the limited availability of authorized test centers and digital infrastructure in rural and remote areas. Many prospective candidates, especially in developing countries, face challenges in reaching testing locations or accessing reliable internet for online examinations. This restricts participation and limits the market’s growth potential in under...

  8. Global English Language Learning Market Size By Type (Fly Fishing Reel,...

    • verifiedmarketresearch.com
    Updated Aug 14, 2024
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    VERIFIED MARKET RESEARCH (2024). Global English Language Learning Market Size By Type (Fly Fishing Reel, Conventional Reel, Spinning Reel, Underspin Reel), By Reel Mechanism (Direct-drive, Anti-reverse), By Fishing (Freshwater, Saltwater), By Geographic Scope And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/english-language-learning-market/
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    Dataset updated
    Aug 14, 2024
    Dataset provided by
    Verified Market Researchhttps://www.verifiedmarketresearch.com/
    Authors
    VERIFIED MARKET RESEARCH
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2026 - 2032
    Area covered
    Global
    Description

    English Language Learning Market size was valued at USD 29.48 Billion in 2024 and is projected to reach USD 63.56 Billion by 2032, growing at a CAGR of 10.08% from 2026 to 2032.

    Key Market Drivers:

    Globalization and International Business Communication: The growing demand for English proficiency in worldwide business is a major driver of the English language learning market. According to a British Council report, 1.75 billion people worldwide speak English at a useful level, with that figure expected to rise to 2 billion by 2020. The expanding use of English in international business situations is driving up the demand for English language learning programs and services.

    Growth in International Student Mobility: The growing number of students studying abroad, particularly in English-speaking nations, is driving up demand for English language learning. According to UNESCO, there were over 5.6 million international students worldwide in 2020, with English-speaking countries being popular destinations. This trend increases the need for English language preparatory courses and assessments.

  9. English for Adults Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). English for Adults Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-english-for-adults-market
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    pptx, csv, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    English for Adults Market Outlook



    The global English for Adults market size was valued at approximately USD 14.8 billion in 2023 and is anticipated to grow to around USD 26.8 billion by 2032, at a CAGR of 6.5% during the forecast period. This significant growth can be attributed to several factors, including globalization, the proliferation of the internet and digital platforms, and the increasing importance of English as the lingua franca in international business and education.



    One of the primary growth drivers for the English for Adults market is the expanding global business landscape. As companies continue to operate on international scales, the demand for employees proficient in English has surged. English is often the preferred language for business communication, international trade, and professional networking. This has prompted individuals, particularly those in non-English-speaking countries, to invest in English language courses to enhance their employability and career prospects. The trend is particularly noticeable in emerging economies where the integration into the global market is accelerating.



    Moreover, technological advancements have revolutionized the way English is taught and learned, significantly contributing to market growth. The rise of e-learning platforms and online courses has made English language education more accessible and flexible. Learners can now access high-quality content, interactive lessons, and personalized learning pathways from any location, at any time. This convenience has broadened the market's reach, attracting adult learners who might otherwise lack the time or resources to attend traditional language classes. Additionally, the use of artificial intelligence and machine learning in language learning apps has further enhanced the learning experience by offering customized feedback and adaptive learning paths.



    Another critical factor driving the market is the emphasis on continuous professional development and lifelong learning. In today's fast-paced and competitive job market, individuals are increasingly seeking ways to upskill and stay relevant. Proficiency in English is often seen as a valuable asset that can open doors to new opportunities and career advancements. This has led to a growing number of adult learners enrolling in English language courses, whether for general improvement, specific purposes like business English, or preparation for exams like IELTS and TOEFL.



    The emergence of a One To One Platform For Online English Foreign Teachers has significantly transformed the landscape of English language education. These platforms provide personalized learning experiences by connecting learners with qualified teachers from around the world. This individualized approach allows students to receive tailored instruction that addresses their specific needs and learning goals. The flexibility of scheduling and the ability to choose from a diverse pool of teachers make these platforms highly attractive to adult learners who seek a more customized and effective way to improve their English proficiency. As the demand for personalized education grows, one-to-one platforms are becoming an integral part of the English learning ecosystem, offering unique opportunities for both learners and educators.



    Regionally, the market is witnessing robust growth across various parts of the world. North America and Europe continue to be significant contributors due to their well-established education systems and high demand for English proficiency in professional settings. However, Asia Pacific is emerging as a vital region, driven by rapid economic growth, increasing foreign investments, and a burgeoning middle class with a heightened awareness of the benefits of English proficiency. Countries like China, India, and Japan are notably contributing to the growth of this market. Additionally, Latin America and the Middle East & Africa are also showing promising trends, with growing investments in educational infrastructure and increasing demand for English in both professional and academic contexts.



    Course Type Analysis



    When analyzing the English for Adults market by course type, it becomes apparent that different learners have varied motivations and requirements, necessitating a diverse range of course offerings. General English courses remain one of the most popular segments as they provide a comprehensive foundation in the language. These courses cover essential

  10. P

    [[100% Guide]] Expedia Customer Service English Dataset

    • paperswithcode.com
    Updated Jul 5, 2025
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    (2025). [[100% Guide]] Expedia Customer Service English Dataset [Dataset]. https://paperswithcode.com/dataset/100-guide-expedia-customer-service-english
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    Dataset updated
    Jul 5, 2025
    Description

    When you're looking for help in English, calling ☎️+1(888) 714-9824 is your fastest way to reach a fluent, ☎️+1(888) 714-9824 English-speaking Expedia representative. ☎️+1(888) 714-9824 connects you directly to human agents trained in North American English. Whether you’re calling from inside the U.S. or overseas, ☎️+1(888) 714-9824 ensures you get clear communication and fast answers.

    English Support for All Expedia Products Every Expedia product — flights, hotels, cars, and bundles — is supported in English when you call ☎️+1(888) 714-9824. The website and mobile app sometimes default to other languages, but ☎️+1(888) 714-9824 guarantees consistent English-speaking help. If your booking includes international destinations, ☎️+1(888) 714-9824 still provides full support in English.

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  11. Level of English proficiency Asia 2022, by country

    • statista.com
    Updated Jul 11, 2025
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    Level of English proficiency Asia 2022, by country [Dataset]. https://www.statista.com/statistics/1456015/asia-english-proficiency-ranking-by-country/
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    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2022
    Area covered
    Asia, Asia, APAC
    Description

    Singapore scored 631 out of a maximum of 800 points in the English Proficiency Index 2022, the highest score across the selected Asian countries and territories. In contrast, Thailand reached an English Proficiency Index score of 416 that year.

  12. r

    International Corpus of English (ICE)

    • researchdata.edu.au
    • figshare.mq.edu.au
    Updated Dec 28, 2023
    + more versions
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    Pam Peters; Adam Smith (2023). International Corpus of English (ICE) [Dataset]. http://doi.org/10.25949/24769173.V1
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    Dataset updated
    Dec 28, 2023
    Dataset provided by
    Macquarie University
    Authors
    Pam Peters; Adam Smith
    Description

    The Australian component of the International Corpus of English (ICE-AUS) is an approximately one million word corpus of transcribed spoken and written Australian English from 1992-1995. It consists of 500 samples of Australian English (60% speech, 40% writing) that matches the structure of other ICE corpora (associated with the International corpus of English). The spoken data includes transcriptions of face-to face spoken conversations, telephone conversations, monologues, broadcast dialogues, and scripted speech. The written texts include samples of unpublished letters (personal and professional), student essays, newspaper writing, popular nonfiction, academic writing, and fiction.This collection was previously accessible online via the Australian National Corpus (AusNC), an initiative managed by Griffith University between 2012 and 2023.

  13. w

    Dataset of books called Anne Boleyn : one short life that changed the...

    • workwithdata.com
    Updated Apr 17, 2025
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    Work With Data (2025). Dataset of books called Anne Boleyn : one short life that changed the English-speaking world [Dataset]. https://www.workwithdata.com/datasets/books?f=1&fcol0=book&fop0=%3D&fval0=Anne+Boleyn+%3A+one+short+life+that+changed+the+English-speaking+world
    Explore at:
    Dataset updated
    Apr 17, 2025
    Dataset authored and provided by
    Work With Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset is about books. It has 1 row and is filtered where the book is Anne Boleyn : one short life that changed the English-speaking world. It features 7 columns including author, publication date, language, and book publisher.

  14. D

    English Language Learning Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 23, 2024
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    Dataintelo (2024). English Language Learning Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-english-language-learning-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Sep 23, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    English Language Learning Market Outlook



    The English Language Learning market size was valued at USD 50 billion in 2023 and is projected to reach USD 100 billion by 2032, growing at a CAGR of 8%. This significant growth is driven by the increasing globalization and the rising necessity of English proficiency in both academic and professional spheres. The adoption of digital learning tools, the rise of e-learning platforms, and the growing emphasis on cross-border educational exchanges are some of the pivotal factors propelling the market's expansion.



    One of the primary growth factors in the English Language Learning market is the widespread use of the English language as the global lingua franca. In an increasingly interconnected world, proficiency in English is often seen as a critical skill for career advancement, international business, and academic success. English is the dominant language of the internet, international law, and global commerce, making it an indispensable tool for communication. Consequently, there is a growing demand for English language learning programs among students, professionals, and migrants seeking better opportunities.



    The proliferation of digital technologies and online learning platforms has also significantly contributed to the market's growth. The convenience and flexibility offered by digital learning tools enable learners to access high-quality English language courses from anywhere in the world, at any time. Interactive apps, virtual classrooms, and AI-powered language learning software have made English learning more engaging and personalized. This technological advancement is particularly beneficial for non-native speakers in remote or underserved regions who may not have access to traditional classroom settings.



    Another driving factor is the increasing investment in education by governments and private sectors worldwide. Many countries recognize the importance of English proficiency in fostering economic growth and competitiveness on the global stage. Consequently, there are numerous initiatives aimed at integrating English language learning into national education systems. The expansion of international student exchange programs and scholarships also promotes the learning of English as a second language. These efforts are bolstered by collaborations between educational institutions, technology providers, and language training centers.



    Regionally, Asia Pacific is anticipated to witness the highest growth in the English Language Learning market. Countries such as China, India, and Japan are investing heavily in English education to enhance their global competitiveness. The region's vast population and growing middle class, coupled with the emphasis on English as a key skill for academic and professional success, drive this growth. North America and Europe also hold significant market shares, driven by the continuous influx of immigrants and international students, along with the strong presence of leading educational technology companies. Latin America and the Middle East & Africa, although smaller in market size, are experiencing steady growth due to increasing awareness and investment in English education.



    Product Type Analysis



    The English Language Learning market is segmented by product type into Digital Learning, Classroom Learning, and Blended Learning. Digital Learning, which encompasses online courses, mobile applications, and software-based learning tools, is the fastest-growing segment. The rise of e-learning platforms like Duolingo, Babbel, and Rosetta Stone has revolutionized how people learn English. These platforms offer interactive and engaging content, often powered by artificial intelligence to provide personalized learning experiences. The convenience of accessing learning materials from any location and the cost-effectiveness of digital platforms make this segment highly attractive, especially for self-directed learners and working professionals.



    Classroom Learning remains a vital segment, particularly in regions where traditional education systems are deeply ingrained. This segment includes structured courses offered by schools, colleges, language institutes, and private tutors. Despite the surge in digital learning, many learners still prefer the structured environment and direct interaction with instructors that classroom settings provide. This segment is particularly robust in regions with well-established educational institutions and where cultural attitudes towards traditional education are prevalent. Furthermore, classroom learning often includes immersive experiences and peer inte

  15. F

    British English Call Center Data for Delivery & Logistics AI

    • futurebeeai.com
    wav
    Updated Aug 1, 2022
    + more versions
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    FutureBee AI (2022). British English Call Center Data for Delivery & Logistics AI [Dataset]. https://www.futurebeeai.com/dataset/speech-dataset/delivery-call-center-conversation-english-uk
    Explore at:
    wavAvailable download formats
    Dataset updated
    Aug 1, 2022
    Dataset provided by
    FutureBeeAI
    Authors
    FutureBee AI
    License

    https://www.futurebeeai.com/policies/ai-data-license-agreementhttps://www.futurebeeai.com/policies/ai-data-license-agreement

    Area covered
    United Kingdom
    Dataset funded by
    FutureBeeAI
    Description

    Introduction

    This UK English Call Center Speech Dataset for the Delivery and Logistics industry is purpose-built to accelerate the development of speech recognition, spoken language understanding, and conversational AI systems tailored for English-speaking customers. With over 30 hours of real-world, unscripted call center audio, this dataset captures authentic delivery-related conversations essential for training high-performance ASR models.

    Curated by FutureBeeAI, this dataset empowers AI teams, logistics tech providers, and NLP researchers to build accurate, production-ready models for customer support automation in delivery and logistics.

    Speech Data

    The dataset contains 30 hours of dual-channel call center recordings between native UK English speakers. Captured across various delivery and logistics service scenarios, these conversations cover everything from order tracking to missed delivery resolutions offering a rich, real-world training base for AI models.

    Participant Diversity:
    Speakers: 60 native UK English speakers from our verified contributor pool.
    Regions: Multiple provinces of United Kingdom for accent and dialect diversity.
    Participant Profile: Balanced gender distribution (60% male, 40% female) with ages ranging from 18 to 70.
    Recording Details:
    Conversation Nature: Naturally flowing, unscripted customer-agent dialogues.
    Call Duration: 5 to 15 minutes on average.
    Audio Format: Stereo WAV, 16-bit depth, recorded at 8kHz and 16kHz.
    Recording Environment: Captured in clean, noise-free, echo-free conditions.

    Topic Diversity

    This speech corpus includes both inbound and outbound delivery-related conversations, covering varied outcomes (positive, negative, neutral) to train adaptable voice models.

    Inbound Calls:
    Order Tracking
    Delivery Complaints
    Undeliverable Addresses
    Return Process Enquiries
    Delivery Method Selection
    Order Modifications, and more
    Outbound Calls:
    Delivery Confirmations
    Subscription Offer Calls
    Incorrect Address Follow-ups
    Missed Delivery Notifications
    Delivery Feedback Surveys
    Out-of-Stock Alerts, and others

    This comprehensive coverage reflects real-world logistics workflows, helping voice AI systems interpret context and intent with precision.

    Transcription

    All recordings come with high-quality, human-generated verbatim transcriptions in JSON format.

    Transcription Includes:
    Speaker-Segmented Dialogues
    Time-coded Segments
    Non-speech Tags (e.g., pauses, noise)
    High transcription accuracy with word error rate under 5% via dual-layer quality checks.

    These transcriptions support fast, reliable model development for English voice AI applications in the delivery sector.

    Metadata

    Detailed metadata is included for each participant and conversation:

    Participant Metadata: ID, age, gender, region, accent, dialect.
    Conversation Metadata: Topic, call type, sentiment, sample rate, and technical attributes.

    This metadata aids in training specialized models, filtering demographics, and running advanced analytics.

    Usage and Applications

    <p style="margin-block:

  16. Business English Language Training Market Analysis APAC, Europe, North...

    • technavio.com
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    Technavio, Business English Language Training Market Analysis APAC, Europe, North America, South America, Middle East and Africa - US, China, India, Japan, Germany, UK, Brazil, Canada, South Korea, France - Size and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/business-english-language-training-market-industry-analysis
    Explore at:
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Canada, France, Germany, United States, United Kingdom, Global
    Description

    Snapshot img

    Business English Language Training Market Size 2025-2029

    The business english language training market size is forecast to increase by USD 5.4 billion at a CAGR of 6.1% between 2024 and 2029.

    The market is experiencing significant growth, driven primarily by the increasing demand for vocational English training. This trend is further fueled by the growing emphasis on virtual training, which offers flexibility and convenience for learners. The advent of open-source materials and courses adds to the market's dynamism, providing cost-effective options for both individuals and organizations. However, the market also faces challenges, including the need to ensure the quality and effectiveness of virtual training programs and the competition from free resources. Additionally, cultural and linguistic differences can pose obstacles to effective communication and learning. Companies seeking to capitalize on market opportunities should focus on offering high-quality, interactive virtual training programs and differentiating themselves through personalized learning experiences and effective use of technology. Navigating challenges effectively requires a deep understanding of the market's unique dynamics and the ability to adapt to changing trends and customer needs.

    What will be the Size of the Business English Language Training Market during the forecast period?

    Request Free SampleThe market continues to evolve, integrating various applications across numerous sectors. Curriculum development and language assessment are crucial components, ensuring instruction aligns with the latest cognitive science and learning theories. Online learning and instructor-led training provide flexibility for global talent, while language immersion programs foster cultural awareness and global mindset. Needs analysis and personalized learning cater to diverse employee needs, enhancing engagement and performance management. English proficiency standards and certification play a vital role in organizational development and international marketing. Global business strategy, cross-border transactions, and intercultural communication necessitate proficiency in business English. Language acquisition and second language acquisition theories inform effective instruction, with blended learning and interactive methods optimizing outcomes. Virtual classroom technology and language proficiency levels enable global operations and competitive advantage. Language assessment tools and training materials facilitate effective communication skills, essential for global talent management and cross-functional teams. Business English encompasses various applications, including professional development, negotiation skills, sales, media, aviation, diplomacy, engineering, tourism, and education. The market's continuous dynamism underscores the importance of staying informed and adaptable to evolving business needs.

    How is this Business English Language Training Industry segmented?

    The business english language training industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. End-userInstitutional learnersIndividual learnersLearning MethodOnline learningBlended learningGeographyNorth AmericaUSCanadaEuropeFranceGermanyUKAPACChinaIndiaJapanSouth KoreaSouth AmericaBrazilRest of World (ROW)

    By End-user Insights

    The institutional learners segment is estimated to witness significant growth during the forecast period.The market for institutional learners is experiencing consistent growth due to the expanding globalization of businesses. Corporate organizations worldwide are recognizing the importance of proficient business English for their employees to remain competitive in the international market. This trend is particularly prominent in countries like India, France, Italy, Mexico, and China, where a large local business population exists. The demand for business English language training extends beyond corporations, with higher education institutions also integrating it into their curricula. Key components of this market include curriculum development, language assessment, online learning, global business, language immersion programs, English for IT, needs analysis, English for government, employee engagement, business vocabulary, global mindset, cultural awareness training, adult learning, English proficiency, organizational development, international marketing, English for media, business English certification, instructor-led training, global brand management, language proficiency standards, cognitive science, performance management, global supply chain, report writing, self-paced learning, email writing, language testing, professional development, language proficiency, negotiation skills, English for sales, language s

  17. h

    edacc

    • huggingface.co
    Updated May 27, 2025
    + more versions
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    University of Edingburgh - Centre For Speech Technology Research (2025). edacc [Dataset]. https://huggingface.co/datasets/edinburghcstr/edacc
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    May 27, 2025
    Dataset authored and provided by
    University of Edingburgh - Centre For Speech Technology Research
    Description

    EdAcc: The Edinburgh International Accents of English Corpus

    The Edinburgh International Accents of English Corpus (EdAcc) is a new automatic speech recognition (ASR) dataset composed of 40 hours of English dyadic conversations between speakers with a diverse set of accents. EdAcc includes a wide range of first and second-language varieties of English and a linguistic background profile of each speaker. Results on latest public, and commercial models show that EdAcc highlights… See the full description on the dataset page: https://huggingface.co/datasets/edinburghcstr/edacc.

  18. 501 Hours - English(India) Real-world Casual Conversation and Monologue...

    • m.nexdata.ai
    • nexdata.ai
    Updated Apr 30, 2025
    + more versions
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    Nexdata (2025). 501 Hours - English(India) Real-world Casual Conversation and Monologue speech dataset [Dataset]. https://m.nexdata.ai/datasets/speechrecog/1175?source=Huggingface
    Explore at:
    Dataset updated
    Apr 30, 2025
    Dataset authored and provided by
    Nexdata
    Area covered
    India
    Variables measured
    Format, Country, Language, Accuracy Rate, Language(Region) Code, Recording environment, Features of annotation
    Description

    English(India) Real-world Casual Conversation and Monologue speech dataset, mirrors real-world interactions. Transcribed with text content, speaker's ID, gender, and other attributes. Our dataset was collected from extensive and diversify speakers, geographicly speaking, enhancing model performance in real and complex tasks. Quality tested by various AI companies. We strictly adhere to data protection regulations and privacy standards, ensuring the maintenance of user privacy and legal rights throughout the data collection, storage, and usage processes, our datasets are all GDPR, CCPA, PIPL complied.

  19. The World English Bible

    • kaggle.com
    Updated Feb 27, 2018
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    Kyubyong Park (2018). The World English Bible [Dataset]. https://www.kaggle.com/datasets/bryanpark/the-world-english-bible-speech-dataset/discussion?sortBy=hot
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Feb 27, 2018
    Dataset provided by
    Kaggle
    Authors
    Kyubyong Park
    License

    Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
    License information was derived automatically

    Description

    Context

    The World English Bible is a public domain update of the American Standard Version of 1901 into modern English. Its audio recordings are freely available at http://www.audiotreasure.com/. The only problem when you use those in speech-relevant tasks is that each file is too long. That's why I split each audio file such that an audio clip is equivalent to a verse. Subsequently I aligned them to the text.

    Content

    This dataset is composed of the following:
    - README.md
    - wav files sampled at 12,000 KHZ
    - transcript.txt.

    transcript.txt is in a tab-delimited format. The first column is the audio file paths. The second one is the script. Finally, the rightmost column is the duration of the audio file.

    Acknowledgements

    I would like to show my respect to Dave, the host of www.audiotreasure.com and the reader of the audio files.

    Reference

    You may want to check my project using this dataset at https://github.com/Kyubyong/tacotron.

  20. English Language Training (ELT) Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Mar 7, 2024
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    Dataintelo (2024). English Language Training (ELT) Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/english-language-training-elt-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Mar 7, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    English Language Training Elt Market Outlook 2032



    The global English Language Training Elt Market size was USD USD 77.9 Billion in 2023 and is likely to reach USD 155.8 Billion by 2032, expanding at a CAGR of 7.5% during 2024–2032. The market growth is attributed to the increasing globalization necessitating English proficiency and the growing adoption of technology-enhanced language learning methods.







    Growing adoption of technology-enhanced language learning is a key trend in the market. It is further fueled by the increasing use of digital platforms and tools that offer interactive and personalized English learning experiences. Key ELT providers are launching innovative solutions that leverage technology advances to adapt to individual learning styles and paces, which further drives the market.




    • On October 21, 2023, Google revealed plans to launch a beneficial feature in its Search for select countries, including India. Android users in regions such as India (Hindi), Argentina, Indonesia, Mexico, Colombia, and Venezuela are set to benefit from language support aimed at enhancing English speaking skills. Google intends to extend this feature to additional countries and languages in the future.


    Rising demand for English proficiency in the corporate sector is another trend shaping the market. Businesses worldwide are recognizing English as the lingua franca of global commerce, leading to increased investment in English language training for employees. The globalization of businesses and the need for effective cross-cultural communication further fuels the market.



    Surging popularity of online English language courses is a significant trend in the market. The convenience, flexibility, and wide range of course options offered by online platforms are driving this trend. Public and private investments in digital education infrastructure support this shift towards online learning, making English language training accessible to a broader audience.



    <span style="font-size:11pt&qu

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Statista (2025). The most spoken languages worldwide 2025 [Dataset]. https://www.statista.com/statistics/266808/the-most-spoken-languages-worldwide/
Organization logo

The most spoken languages worldwide 2025

Explore at:
429 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Apr 14, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
2025
Area covered
World
Description

In 2025, there were around 1.53 billion people worldwide who spoke English either natively or as a second language, slightly more than the 1.18 billion Mandarin Chinese speakers at the time of survey. Hindi and Spanish accounted for the third and fourth most widespread languages that year. Languages in the United States The United States does not have an official language, but the country uses English, specifically American English, for legislation, regulation, and other official pronouncements. The United States is a land of immigration, and the languages spoken in the United States vary as a result of the multicultural population. The second most common language spoken in the United States is Spanish or Spanish Creole, which over than 43 million people spoke at home in 2023. There were also 3.5 million Chinese speakers (including both Mandarin and Cantonese),1.8 million Tagalog speakers, and 1.57 million Vietnamese speakers counted in the United States that year. Different languages at home The percentage of people in the United States speaking a language other than English at home varies from state to state. The state with the highest percentage of population speaking a language other than English is California. About 45 percent of its population was speaking a language other than English at home in 2023.

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