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TwitterOpen Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
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Top ten home languages at the provincial, district, and school level by number of students
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TwitterOpen Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
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ELSA classes are free English classes for adult immigrants provided by the Government of British Columbia. This is an aggregated report of student data collected for the English Language Service for Adults (ELSA) program funded by the Labour Market and Immigration Division of the Ministry of Jobs, Tourism and Innovation in British Columbia for the year 2011. The dataset describes high level characteristics of students in ELSA.
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Comprehensive dataset containing 6 verified Chinese language instructor businesses in British Columbia, Canada with complete contact information, ratings, reviews, and location data.
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TwitterProportion of centre-based, licensed home-based and unlicensed home-based child care businesses by languages spoken by centre employees and home-based providers with children and parents in British Columbia.
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This dataset is about books. It has 7 rows and is filtered where the book is British Columbia & the Canadian Rockies. It features 7 columns including author, publication date, language, and book publisher.
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TwitterOpen Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
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Contained within the 5th Edition (1978 to 1995) of the National Atlas of Canada is plate with a series of maps. The first map that shows distribution of Indian and Inuit communities; most give status (for example, Indian Reserve), area, name, and linguistic family (eleven major families representing 51 languages). Inset for southwestern British Columbia. Summary charts of Indians by status, and of Indians and Inuit by linguistic family; 1976 data. Two smaller maps: one of native culture areas of Canada, the other showing native language families from the 16th to 18th centuries.
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TwitterMicrosatellite loci calls, sex, and mean centre detection per individual (GrizzlyMicroLociMeanXY.csv) and code associated with the paper: "Convergent geographic patterns between grizzly bear population genetic structure and Indigenous language groups in coastal British Columbia". All code is from published R packages or GitHub repositories not created by the author. Code used is best described in these alternate resources.
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TwitterOpen Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
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Previously known as: 'English as a Second Language Domestic and International Student Headcount by Age Group at Public Post-secondary Institutions.'
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TwitterELSA classes are free English classes for adult immigrants provided by the Government of British Columbia. This is an aggregated report of student data collected for the English Language Service for Adults (ELSA) program funded by the Labour Market and Immigration Division of the Ministry of Jobs, Tourism and Innovation in British Columbia for the year 2011. The dataset describes high level characteristics of students in ELSA.
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TwitterOpen Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
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Income of immigrants, by world area, sex, immigrant admission category, education qualifications, knowledge of official languages and landing year for British Columbia, tax year 2015
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BC Schools English Language Learners, French Immersion, Francophone, Career Preparation, Aboriginal Support Services, Aboriginal Language and Culture, Continuing Education and Career Technical Programs offered in BC schools up to 2013/2014.
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Baseline characteristics of young Indigenous people who reported experiencing no racism (n = 49), low racism (n = 145), and high racism (n = 102).
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Bivariate and multivariate multinomial logistic regression analysis of factors associated with racism among men (n = 134).
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Canada large language model sector will add USD 1.19 billion between 2025 and 2030 as demand rises in Ontario and British Columbia due to AI investments.
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Twitter17 speakers from Maillardville, Coquitlam, British Columbia, free conversations (anonymized).
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Bivariate and multivariate multinomial logistic regression analysis of factors associated with racism among women (n = 187).
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Enrolments of students in various programs: * Aboriginal language and culture * Aboriginal support services * Other approved aboriginal program * English language learning * Core french * Early french immersion * Late french immersion * Programme francophone * Career preparation * Career technical centre * Co-op * Apprenticeship
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Twitter17 speakers from Maillardville, Coquitlam, British Columbia, guided interviews (anonymized).
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TwitterThe English Liquids video corpus is a subset of the ultrasound speech corpus generated from the Changes in Shape, Space and Time, project, and two other ultrasound corpora (Dynamic Dialects, and the PhD research of Dr Hannah King, Université Paris III Sorbonne Nouvelle, Institut du monde anglophone). All three corpora were recorded at the CASL ultrasound recording studio, Speech and Hearing Sciences Division, Queen Margaret University, Edinburgh. Participants were aged 18+ and were recruited via local advertisements. Recordings were made using a Sonix RP ultrasound machine (220fps) with a stabilising headset and headset mounted lip cameras (30fps). Composite (tongue and lip video combined), annotated (with demographic data and stimuli) and concatenated videos were created of single-word utterances containing liquid consonants, played at normal, then reduced speed. These videos show synchronised tongue and lip movement (in most cases profile and front-facing lip views) and demographic information about each speaker is included as subtitles, as is the stimulus. The purpose of the English Liquids corpus is to illustrate, for e.g. speech therapists, their clients, English language teachers and learners, broad place and manner categories of liquid consonant found in English, as well as rarer ones that may result from ongoing sound change. The three UTI corpora mentioned above were surveyed by phonetician Dr. Eleanor Lawson, and liquid consonant videos were chosen based on clarity of UTI video and audio, and also with a view to evidence the same variant used in as many accents as possible, and in all syllable positions. Videos showing the same variant in the same syllabic context, e.g. syllable onset, or coda, or intervocalic position, were composited, annotated and concatenated into a single video to allow comparison of articulatory strategies across speakers. Categories of /l/ evidenced are: clear/palatalised; dark/velarised; vocalised; /l/ with reduced tongue-tip gesture and interdental /l/, using words: lull, real, level; little; lull; feel; girl; muddle. A total of 19 speakers were sampled from: Canada (Ontario); England (Manchester; Newcastle; Sheffield; Southampton; N. Yorkshire); Rep. Ireland (Dublin); N. Ireland (Co. Antrim); Scotland (Fife; S. Lanarkshire; Perthshire. W. Lothian); U.S.A. (Georgia; Maryland; Michigan; N. Carolina; Rhode Island; San Jose), and West Indies (Trinidad). Categories of /r/ evidenced are: labialised /r/; labiodental /r/; bunched /r/; retroflex /r/, tip-up /r/; tapped /r/; trilled /r/ and delayed/devoiced /r/, using the words: agreed; air; arrow; brewed; cure; err; far; fur; girl; greed; hear; hearing; hear it; more; near; nurse; poor; prize; rack; real; read; red; ring; risks; root; run; three; and worm. A total of 36 speakers were sampled from: Canada, (British Columbia; Ontario); England (Chester; Cumbria; Darlington; Isle of Man; Kent; Manchester; Newcastle; Oxford; Plymouth; Sheffield; Southampton; N. Yorkshire); Rep. Ireland (Co. Monaghan; Co. Tipperary; Dublin); N. Ireland (Co. Antrim); N.Z. (Christchurch, West Coast South Island); Scotland (Aberdeenshire; Black Isle; Fife; Edinburgh; S. Lanarkshire; W. Lothian; Perthshire; Renfrewshire;); U.S.A. (Georgia; Los Angeles; Maryland; Michigan; N. Carolina; Oregon; Rhode Island; San Jose), and West Indies (Trinidad).
The speech sounds 'L' and 'R' are often grouped together as a class (called 'liquid consonants'), because they are similar in a number of ways. For example, although they function as consonants in speech, they have a vowel-like phonetic quality. The are also among the most complex speech sounds to produce (and may be late acquired by children or hard for adult learners to master). They vary widely in different accents of the same language. Finally, their production can involve the tongue forming multiple constrictions in the vocal tract and they sometimes involve specific movements of the lips as well. Although speakers are not always aware of it, the 'L' sounds at the beginning and end of a word like 'level' do not sound exactly the same. Likewise the R' sounds at the beginning and end of a word like 'roar' (for those so-called 'rhotic' speakers who pronounce an 'R' at the end of 'roar' at all!) do not sound exactly the same. Behind the difference in sound quality is complex variation in (i) the way the articulatory organs synchronise their movements (ii) the strength of the production of the speech sound and (iii) the shape of the tongue when the speech sound is produced. When an 'L' or 'R' at the beginning of a word is pronounced, the speech organ movements involved tend to be more tightly synchronised than for an 'L' or 'R' at the end of a word. Also, 'L' and 'r' at the beginning of words are produced with more effort than they are at the ends of words. Finally, the tongue shapes involved in the production of 'L' and 'R' at the beginning and ends of words can be radically different from one another. These remarkable differences are very hard to measure, but research over many decades has addressed and raised a number of theoretical questions. Variation in these three parameters can cause very noticeable changes in the way 'L' and 'R' sound, explaining why, at the end of words, they seem less like consonants and more like vowels, e.g. making 'foal' and 'foe' sound very similar. The consonant might even disappear altogether, as occurred 200 years ago to 'R' at the end of the words in the RP accent of English. Thus, subtle variation in speech production can result in big changes in the long term. However, not all accents of English show the same patterns, or change at the same rate. While American and Irish English mostly have strong 'R' sounds at the end of words, word-final 'R' is starting to sound very weak and even be lost in some Scottish accents. This project will use a vocal-tract imaging technique, ultrasound tongue imaging (UTI), to directly study the way the tongue moves inside the mouth when it is producing 'L' and 'R', informing theories of speech articulation. The movement of the lips will also be recorded, as they play an important part in the production of English 'L' and 'R' too. We will record differences in the timing of movements of different parts of the tongue and the lips, how extreme the movements are and how different the shape the tongue is when it is producing 'L' and 'R' in different positions within the word. We will also look at what happens to 'L' and 'R' across longer domains too, as it has been shown that the greatest changes in the way these sounds are produced are found when 'L' and 'R' occur at the beginning and end of speech utterances longer than single words. We will study how changes in the movements of the vocal organs correlate with changes in the acoustic speech signal and we will identify which kinds of variation in vocal organ movement are most likely to make 'L' and 'R' sound weak, vowel-like or missing. Our research will focus on three key varieties of a single language in which 'R' is pronounced at the beginnings and ends of words, i.e. Scottish, Irish and American English. We will thus be able to address regional and historical variation within an otherwise well-understood language using novel methods to address theoretical questions relevant to all languages.
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Top ten home languages at the provincial, district, and school level by number of students