This means I earn a commission if you click on any of them and buy something. Currently available language data is often protected by restrictive copyrights or locked behind paywalls. data ["Language"].value_counts () Output : Contact the contributor. Languages play a crucial role in the global deployment of conversational AI models. Download them to conduct financial or sentiment analysis, market research, AI or machine learning and media and web monitoring for your research project, startup or large organization. Administrative divisions and names used on maps and other presentations are sourced from UNOCHA, as published on the Humanitarian Data Exchange, and reflect that . Includes the percentage of the population who speak each language as their primary language, as well as literacy rates for men and women age 5 and older. On June 30, 2017 World GeoDatasets was acquired by SIL International, the publishers of Ethnologue, Languages of the World. The first step is to download the stop words using the nltk library; after that, there are 22 languages in the dataset like Arabic, Chinese, Dutch, English, Estonian, French, Hindi, Indonesian, Japanese, Romanian, Korean, Latin, Persian, Portuguese, Pushto, Russian, Turkish, Swedish . Video-to-Gloss. . World Language - Grades 9 - 12 DoDEA offers instruction to students in grades 6-12 in the following world languages: Arabic Chinese (Mandarin) French German Italian Japanese Korean Spanish Turkish All DoDEA high schools offer instruction in at least two of these languages; it is up to each school to determine which languages are offered. The Global Language Dataset. As online content continues to grow, so does the spread of hate speech. Access the dataset 3. Uses the Dunstan baby language to identify. There are around 6000 languages spoken in the world. WALS is widely-cited and used in the linguistics research community. Video-to-Glossalso known as sign language recognitionis the task of recognizing a sequence of signs from a video. 6. World Map Data Visualization of Extinct and Endangered Language US Map of Extinct and Endangered Language We also created a separate dataset for only extinct languages with known extinction dates. Includes the percentage of the population who speak each language and literacy rates for men and women age 15 and older. Numbers vary widely Ethnologue puts the number of native speakers at 1.3 billion native speakers, roughly 1.1 billion of whom speak Mandarin but there's no doubt it's the most spoken language in the world. According to the TIOBE index ( you can find the calculation system here ). Available at the admin 0, 1, and 2 levels. The surface of the Earth is approximately 70.9% water and 29.1% land. From the onset, our vision for Common Voice has been to build the world's most diverse voice dataset, optimized for building voice technologies . Subdivision of Chinese Languages Dataset Summary This dataset is composed of speech recordings from languages that were carefully selected from the CommonVoice database. There are 6 languages datasets available on data.world. Acknowledgements: This dataset was the current version of Glottolog as of July 20, 2017. What's more, over half the planet speaks at least one of these 23 languages. We hope that this list has either helped you find a dataset for your . For this reason, it is difficult for ordinary people to communicate with deaf people. With a share of around 95%, it is most widespread in Hong Kong. 54 available languages We offer flexible, curated datasets for 54 of the world's major languages, which include definitions, translations, examples, idioms, phonetics and phonetic transcriptions, regional varieties, and inflected forms. README file. The dataset has been extracted from CommonVoice to train language-id systems. The first version of WALS was published as a book with CD-ROM in 2005 by Oxford University Press . The CIA Word Factbook has a field listing for languages spoken per country and percentage of population that speaks it. In this post, you will discover a suite of standard datasets for natural language processing tasks that you can use when getting started with deep learning. Chinese is the official language in Hong Kong, China, Macao, Taiwan and Singapore and is spoken in 20 more countries as monther tongue by a part of the population. https://www.cia.gov/library/publications/the-world-factbook/fields/2098.html For finer grain, you can Google 'language spoken home dataset'. Content: The World Atlas of Language Structures (WALS) is a large database of structural (phonological, grammatical, lexical) properties of languages gathered from descriptive materials (such as reference grammars) by a team of 55 authors. The total duration of audio recordings is 45.1 hours (i.e., 1 hour of material for each language). Only 23 languages are spoken by at least 50 million native speakers. WDL presented 19,147 items contributed by partner organizations worldwide as well as content from Library of Congress collections. Find open data about languages contributed by thousands of users and organizations across the world. Sometimes one just isn't enough . The World Factbook recognizes and describes five oceans, which are in decreasing order of size: the Pacific Ocean, Atlantic Ocean, Indian Ocean, Southern Ocean, and Arctic Ocean. A sign language, like a speech, has various expressions that reflect individual characteristics. Among these difficulties are subtleties in language, differing definitions on what constitutes hate speech, and limitations of data availability for training and testing of these systems. - "Dataset originally created 8888. 1. The dataset aggregates the number of speakers of a given language for all states, globally. Yorb to English Machine Translation Dataset. Jupyter Notebook with the data analysis; languoid.csv - dataset with the languages and degrees of endangerement; languages-and-dialects-geo.csv - dataset with languages and dialects and their geographical coordinates; datasets source Here is a list of some of the best languages for data science-those that make good choices for your next project. %0 Conference Proceedings %T Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages %A Aghazadeh, Ehsan %A Fayyaz, Mohsen %A Yaghoobzadeh, Yadollah %S Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) %D 2022 %8 May %I Association for Computational Linguistics %C Dublin, Ireland %F . 2018. If you wish to learn a language that one in six people in the world speak, this is . Chinese 1.3 Billion Native Speakers. So let's count the value count for each language. The newest language on the platform, Twi, is native and bilingual to approximately 18 million people across Ghana, Benin, and the Southeast regions of the Ivory Coast in Western Africa. Language data drawn from the 2007 government census. Files. In the datasets that do exist, languages are often visualized as discrete polygons or specific points on a map, which do not accurately reflect the complexity of the . In the meantime, to understand how the programming world is doing, I'll show you this data. The dataset contains some English words, their meaning as well as 5 - 10 examples. HJDataset In Text file format. 200+ Downloads. Afghanistan Afghan Persian or Dari (official, lingua franca) 77%, Pashto (official) 48%, Uzbeki 11%, English 6%, Turkmani 3%, Urdu 3%, Pachaie 1%, Nuristani 1%, Arabic 1%, Balochi 1%, other <1% (2020 est.) MURA (musculoskeletal radiographs) is a large dataset of bone X-rays that can be used to train algorithms tasked with detecting abnormalities in X-rays. Ethiopia: Languages. Provides a listing of available World Bank datasets, including databases, pre-formatted tables, reports, and other resources. This will find census datasets related to the distribution of languages spoken. Language data drawn from the 2013 government census. For those countries without available data, languages are listed in rank order based on prevalence, starting with the most-spoken language. Good libraries can go a long way. World Languages Dataset: Codebook Version2013.12.03 Materials to be distributed with this codebook: 1. To conclude, here are top picks for the best Korean language datasets for your projects: CC100-Korean Dataset. Note: all links on this site to Amazon.com, Amazon.co.uk and Amazon.fr are affiliate links. Dataset with 40 projects 1 file 1 table. GlobalTIMIT: Acoustic-Phonetic Datasets for the World's Languages Nattanun Chanchaochai 1, Christopher Cieri 1, Japhet Debrah 1, Hongwei Ding 2, Yue Jiang 3, Sishi Liao 2, Mark Liberman 1, Jonathan Wright 1, Jiahong Yuan 1, Juhong Zhan3, Yuqing Zhan 2 1Linguistic Data Consortium, University of Pennsylvania, U.S.A. 2School of Foreign Languages, Shanghai Jiao Tong University, P.R.C. It will take some programming, but with a list of English language URLs to city or place names, you can make one request for each city and then scrape the corresponding multi-language names out of that HTML. Since there were less languages that are extinct in the dataset, we manually looked up the extinction date for each extinct language on Wikipedia. CNN's are very effective in reducing the number of parameters without losing on the quality of models. The data is provided in Esri shapefile (.shp) and file geodatabase formats for GIS systems. "Codebook examples" spreadsheet . The size of this corpus is 15G., in the Japanese language. This dataset contains information on 1) the geographic location of languages and dialects, 2) their familial relationships and 3) a list of scholarly sources where information on languages was found. Because of their immense size, the . language name was as reported in the source and explaining that Google Translate was used to nd the Englishname. Questions and Feedback The World Language data set is hosted by Zeev Maoz (University of California, Davis). On June 30, 2017 World GeoDatasets was acquired by SIL International, the publishers of Ethnologue, Languages of the World. Supported Tasks and Leaderboards developed a method for creating TIMIT-like datasets in new languages with modest effort and cost, and we hav e applied thi s method in sta ndard Thai, sta ndard Mandarin Ch inese, English from. This dataset updates: As needed. A dataset for programming language identification. The Semantic English Language Database (SELD) provides unrivalled universal coverage of English from across the English-speaking world, enhanced and optimized for machine learning projects. First, we are releasing a new dataset called MASSIVE, which is composed of one million labeled utterances spanning 51 languages, along with open-source code that provides examples of how to perform massively multilingual NLU modeling and allows practitioners to re-create the baseline results presented in our paper.. Dataset (J and Z were converted to static gestures by converting only their last frame) Learning/Modeling : We will use Convolutional Neural Network, or CNN, model to classify the static images in our first dataset. For this recognition, Cui, Liu, and Zhang constructs a three-step optimization model. the lists are currently available in 31 languages : arabic, armenian, basque, bulgarian, chinese (simplified), chinese (traditional), czech, danish, dutch, english, esperanto, estonian, finnish, french, german, greek, hungarian, italian, japanese, korean, lithuanian, norwegian, polish, portuguese, romanian, russian, slovak, spanish, swedish, First, they train a video-to-gloss end-to-end model, where they encode the video using a spatio-temporal CNN encoder, and predict the gloss using a Connectionist Temporal . The unit of analysis of this dataset if the global system, observed at five-year intervals. Created by Conneau & Wenzek in 2020, the CC100-Japanese This dataset is one of the 100 corpora of monolingual data that was processed from the January-December 2018 Commoncrawl snapshots from the CC-Net repository. Methodology. For each language, initial samples are fetched from GitHub as follows: GitHub Search API is used to get a list of repositories. Today's infographic from Alberto Lucas Lopez condenses the 7,102 known living languages today into a stunning visualization, with individual colors representing each world region. The availability of data on languages around the world is in bad shape. General purpose languages that already form the basis of the main workflow can be extended to filter and clean data or perhaps even handle some of the analysis. Tags Society International Relations Dataset layers Updated 7 months ago App that listens to a baby and tells its caregivers what it needs. Webz.io's news and blog articles are available to researchers in 12 different languages. Now let's import the language detection dataset As I told you earlier this dataset contains text details for 17 different languages. This latest update includes several datasets on international travel and migration inflows and outflows, and on incoming and departing international migrants by several characteristics, as. The former portion is divided into large bodies termed oceans. Furthermore, many recent . The World Languages dataset was adapted from the University of Groningen's World Languages dataset, which was created using data published in the Central Intelligence Agency (CIA) World Factbook in 2015. 1.1 Sign Language Datasets Many deaf people in the world are talking with each other using a sign language. Overview This post is divided into 7 parts; they are: Text Classification Language Modeling Image Captioning Machine Translation Question Answering Speech Recognition Document Summarization WHY CNN? The World Language Mapping System (WLMS) has been a project of Global Mapping International (GMI) and several contributors for over 25 years. 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