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Task Categories: text-classification
Languages: en
Multilinguality: monolingual
Size Categories: 10K<n<100K
Licenses: unknown
Language Creators: found
Annotations Creators: no-annotation
Source Datasets: original
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Dataset Card for Blog Authorship Corpus

Dataset Summary

The Blog Authorship Corpus consists of the collected posts of 19,320 bloggers gathered from blogger.com in August 2004. The corpus incorporates a total of 681,288 posts and over 140 million words - or approximately 35 posts and 7250 words per person.

Each blog is presented as a separate file, the name of which indicates a blogger id# and the blogger’s self-provided gender, age, industry and astrological sign. (All are labeled for gender and age but for many, industry and/or sign is marked as unknown.)

All bloggers included in the corpus fall into one of three age groups:

  • 8240 "10s" blogs (ages 13-17),
  • 8086 "20s" blogs (ages 23-27),
  • 2994 "30s" blogs (ages 33-47).

For each age group there are an equal number of male and female bloggers.

Each blog in the corpus includes at least 200 occurrences of common English words. All formatting has been stripped with two exceptions. Individual posts within a single blogger are separated by the date of the following post and links within a post are denoted by the label urllink.

The corpus may be freely used for non-commercial research purposes.

Supported Tasks and Leaderboards

More Information Needed

Languages

The language of the dataset is English (en).

Dataset Structure

We show detailed information for up to 5 configurations of the dataset.

Data Instances

blog-authorship-corpus

  • Size of downloaded dataset files: 298.45 MB
  • Size of the generated dataset: 617.75 MB
  • Total amount of disk used: 916.20 MB

An example of 'validation' looks as follows.

{
    "age": 23,
    "date": "27,July,2003",
    "gender": "female",
    "horoscope": "Scorpion",
    "job": "Student",
    "text": "This is a second test file."
}

Data Fields

The data fields are the same among all splits.

blog-authorship-corpus

  • text: a string feature.
  • date: a string feature.
  • gender: a string feature.
  • age: a int32 feature.
  • horoscope: a string feature.
  • job: a string feature.

Data Splits

name train validation
blog-authorship-corpus 532812 31277

Dataset Creation

Curation Rationale

More Information Needed

Source Data

Initial Data Collection and Normalization

More Information Needed

Who are the source language producers?

More Information Needed

Annotations

Annotation process

More Information Needed

Who are the annotators?

More Information Needed

Personal and Sensitive Information

More Information Needed

Considerations for Using the Data

Social Impact of Dataset

More Information Needed

Discussion of Biases

More Information Needed

Other Known Limitations

More Information Needed

Additional Information

Dataset Curators

More Information Needed

Licensing Information

The corpus may be freely used for non-commercial research purposes.

Citation Information

@inproceedings{schler2006effects,
    title={Effects of age and gender on blogging.},
    author={Schler, Jonathan and Koppel, Moshe and Argamon, Shlomo and Pennebaker, James W},
    booktitle={AAAI spring symposium: Computational approaches to analyzing weblogs},
    volume={6},
    pages={199--205},
    year={2006}
}

Contributions

Thanks to @thomwolf, @lewtun, @patrickvonplaten for adding this dataset.

Models trained or fine-tuned on blog_authorship_corpus

None yet