Off-the-shelf (OTS) Datasets

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Browse our extensive catalog of over 300 audio, image, video and text datasets in over 80 languages. Our pre-labeled datasets are available immediately so you can get started right away.

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Mathematical Physics Academic Journal Corpus

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Common Use CasesLLM pretraining, LLM fine tuning, Enhancing domain-specific logic & reasoning, Scientific literature summarisation, RAG knowledge base building
Dataset IDJOURN_MATPHYS_001_v1
TypeText, Image
Unit247.7M words
LanguageEnglish
CountryMultiple

Mathematics and Computation Course Textbook and Research Reference Text Corpus

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Common Use CasesLLM pretraining, LLM fine tuning, Enhancing domain-specific logic & reasoning, Scientific literature summarisation, RAG knowledge base building
Dataset IDTEXTBOOK_MATHCOMP_001_v1
TypeText, Image
Unit79 titles
LanguageEnglish
CountryMultiple

Medical Physics Academic Journal Corpus

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Common Use CasesLLM pretraining, LLM fine tuning, Enhancing domain-specific logic & reasoning, Scientific literature summarisation, RAG knowledge base building
Dataset IDJOURN_MEDPHYS_001_v1
TypeText, Image
Unit200.9M words
LanguageEnglish
CountryMultiple

Medical Physics and Biophysics Course Textbook and Research Reference Text Corpus

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Common Use CasesLLM pretraining, LLM fine tuning, Enhancing domain-specific logic & reasoning, Scientific literature summarisation, RAG knowledge base building
Dataset IDTEXTBOOK_MEDPHYS_001_v1
TypeText, Image
Unit87 titles
LanguageEnglish
CountryMultiple

Mobile Location Data

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Common Use CasesAI Platforms, Advertising and Marketing, Business Intelligence, Financial Modeling, FMCG, Footfall and Attribution, Healthcare, Human Mobility Insights, Location Analytics, OOH and DOOH, Retail Planning and Site Selection, Retail, Research and Academia, Smart Cities and Urban Planning, Supply Chain, Travel and Tourism, Transportation Planning and Logistics
Dataset IDLOCATION_MOBILE_GLOBAL
TypeLocation Data
Unit20 billion+ location events per day
LanguageN/A
CountryGlobal coverage

Mongolian (Mongolia) Pronunciation Dictionary

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Common Use CasesASR, TTS, Language Modelling
Dataset IDmon_MNG_PHON
TypeText
Unit32,000 words
LanguageMongolian
CountryMongolia

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Appen’s extensive catalog of off-the-shelf (OTS) datasets spans multiple data types and industries, providing comprehensive coverage for various AI applications. These datasets are crafted to the highest standards of quality and accuracy, ensuring reliable training data for AI models.

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