Blog Authorship Corpus — Student Bloggers

A Blogger.com (2004) dataset of 2,200 bloggers, 2,557 posts, collected by Schler et al. for AAAI 2006. Each record contains blog post text, gender, age, industry, astrological sign. Historical blog corpus from 2004 with rich metadata per blogger (gender, age, industry, astrological sign). Balanced across age groups and genders.. Suitable for authorship attribution, stylistic analysis, demographic language variation, historical NLP.

#Authorship attribution#Blog authorship corpus#Demographics#Student

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Analytics

Content metrics

2,200 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

gender53.6% true
true 53.6%false 46.4%
ageμ 16.939 ± 4.008
min 13max 48
6.0
Flesch–Kincaid grade
US school grade level
6.7
Automated readability index
Frequent terms
like2004knowtimedongotthinklovepeoplegooddaywentgoingtodaywantaugustlifeschoolthingsjunewayrightfeelthingurllinkhomelolsaidnewfriendsjulynightlittlefunneedworkdidncomelongbaddontbetterblogmanyeahtellgreatmaybeyearlet
Topic clusters

Topic 0

like
lol
yeah
think
know
talk
want
today

Topic 1

haha
haiz
today
liao
lor
time
tat
lol

Topic 2

game
urllink
like
play
new
good
time
know

Topic 3

love
know
feel
life
like
want
look
eye

Topic 4

song
like
good
adam
know
music
think
time

Topic 5

know
love
like
think
want
good
time
friend

Topic 6

bush
kerry
iraq
war
people
president
urllink
government

Topic 7

den
haiz
dun
haix
wat
tat
aku
noe

Topic 8

school
day
like
class
time
today
know
good

Topic 9

god
know
life
church
love
pray
time
jesus

Topic 10

urllink
gay
know
good
like
time
think
day

Topic 11

kirsten
love
hour
like
day
time
think
home
Show all 17 topics

Topic 12

feel
know
life
thing
like
think
want
people

Topic 13

lol
like
day
home
today
house
work
fun

Topic 14

game
like
summer
good
lose
day
work
time

Topic 15

like
post
time
know
computer
think
new
thing

Topic 16

nietzsche
people
think
life
know
thought
thing
way
Top hashtags
#164
#244
#317
#417
#512
#69
#104
#414
#74
#173
#83
#m3
#0000002
#112
#132
#4912
#6666662
#92
#962
#_2

Computed over the full corpus.

Record

Catalog key
blog-authorship-student
Authors
Schler, Jonathan; Koppel, Moshe; Argamon, S.; Pennebaker, J.
Year
2006
Source paper
Effects of Age and Gender on Blogging
License
Free for non-commercial research (LicenseRef-Research-Only)
Records
2,200
Languages
en
Collected
2004 (2000s)
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://huggingface.co/datasets/barilan/blog_authorship_corpus link checked
Hosted copy
Mirrored on echo.directory on 2026-10-02, 169.7 MB across 5120 files. Checksums in MANIFEST.json.

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@inproceedings{schler2006,
  title     = {Effects of Age and Gender on Blogging},
  author    = {Schler, Jonathan and Koppel, Moshe and Argamon, S. and Pennebaker, J.},
  year      = {2006},
  booktitle = {AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Schler, J., Koppel, M., Argamon, S., & Pennebaker, J. (2006). Blog Authorship Corpus — Student Bloggers [Data set]. https://blog-authorship-student.echo.directory/

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Schler, Jonathan, et al. Blog Authorship Corpus — Student Bloggers. 2006, blog-authorship-student.echo.directory/.

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