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Google Books Ngrams

natural language processing


N-grams are fixed size tuples of items. In this case the items are words extracted from the Google Books corpus. The n specifies the number of elements in the tuple, so a 5-gram contains five words or characters. The n-grams in this dataset were produced by passing a sliding window of the text of books and outputting a record for each new token.

Update Frequency

Not updated


Creative Commons Attribution 3.0 Unported License


Managed By

Not managed

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How to Cite

Google Books Ngrams was accessed on DATE from

Resources on AWS

  • Description
    A data set containing Google Books n-gram corpora in a Hadoop friendly file format.
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    AWS Region
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://datasets.elasticmapreduce/ngrams/books/

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