Tweets Loud and Quiet: A Random Sample of Twitter Accounts (2013)

AnalyzedMediumtextTwitter (X)

A uniform random sample of Twitter accounts: Jon Bruner (O'Reilly Radar) polled 599,023 randomly chosen account ids between September 17 and October 19, 2013; 292,587 belonged to existing accounts, 86,728 to closed ones and the rest were never assigned. For each existing account it records the profile (handle, name, description, language, location, creation date), follower, following, tweet and list counts, and the last tweet with its time and place. ECHO analyses the 164,171 accounts with a profile description or a last tweet. Useful for seeing how quiet the typical account is, the distribution of audience and activity, and sampling bias in Twitter studies. MPL-2.0.

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Analytics

Content metrics

164,165 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

language labelμ 1.765 ± 3.285
min 0max 32
is protected4.1% true
true 4.1%false 95.9%
followersμ 99.974 ± 3.8K
min 0max 1.4M
followingμ 108.349 ± 1.4K
min 0max 297.1K
tweetsμ 723.744 ± 4.3K
min 0max 537.5K
listedμ 1.067 ± 85.602
min 0max 34.2K
6.7
Flesch–Kincaid grade
US school grade level
8.9
Automated readability index
Frequent terms
quelovetwitternewliketodayparaporfollowcheckgooddaycongotlosfreetimedonlifepeopleyoutubeknowbesthappywantunahomeheycomogreatlivelasvideoworkdelneedlolgoingholamascometweetdiaworldfriendsthinkweekwaywinman
Topic clusters

Topic 0

que
por
para
con
los
como
las
una

Topic 1

watch
game
win
free
play
video
beat
ipad

Topic 2

yang
aku
ada
dan
apa
ini
kita
itu

Topic 3

love
happy
life
day
birthday
girl
god
live

Topic 4

الله
على
مصر
الخير
النور
رسول
فيديو
منذ

Topic 5

japan
manga
hello
htt
japanese
infancia
world
chapter

Topic 6

think
hate
fuck
morning
bitch
people
stop
mind

Topic 7

survey
week
far
earn
check
money
couple
fill

Topic 8

кто
для
скачать
тебе
помощью
привет
видео
его

Topic 9

twitter
tweet
retweet
account
follow
new
thing
help

Topic 10

bir
olsun
çok
var
ben
sen
kadar
daha

Topic 11

lol
hahaha
haha
bang
lmao
knock
hahahaha
ahhh
Show all 14 topics

Topic 12

clarify
kca
추천합니다
이름은
sheep
particular
heritage
minimum

Topic 13

een
van
het
meet
niet
der
dat
die
Top hashtags
#gameinsight145
#android131
#androidgames110
#smurfsvillage97
#ipad93
#rt91
#csrracing83
#in80
#teamfollowback77
#iphone76
#166
#soundcloud65
#youtube65
#love63
#nowplaying59
#ff50
#ipadgames50
#twitition45
#rageofbahamut43
#mtvhottest38
Top emoji
😂263
😍178
😘158
😁98
💕96
😊91
😭90
👍89
👌87
👏69
😒58
🎉53
💙52
😃50
💋49
Account language
  • en96.2K (63.4%)
  • es22.2K (14.6%)
  • ja9.5K (6.3%)
  • pt7.7K (5.1%)
  • id4.6K (3.0%)
  • ar4.3K (2.8%)
  • tr3.8K (2.5%)
  • fr3.5K (2.3%)
Accounts created per day
01002003002006-12-112008-06-082009-03-202009-12-162010-09-132011-06-112012-03-082012-12-042013-08-31DayAccounts

Computed over the full corpus.

Record

Catalog key
twitter-user-sample-2013
Authors
Bruner, Jon
Year
2013
Source paper
Tweets loud and quiet
License
MPL-2.0 (MPL-2.0)
Records
164,171
Nodes are
unknown
Edges are
unknown
Text corpus
tweet text
Languages
en
Collected
2013-09-17 to 2013-10-19 (2010s)
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://github.com/jonbruner/twitter-analysis link checked

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}
}

@misc{bruner2013tweets,
  title        = {Tweets loud and quiet},
  author       = {Bruner, Jon},
  year         = {2013},
  publisher    = {O'Reilly Radar},
  howpublished = {\url{https://github.com/jonbruner/twitter-analysis}}
}

APA

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

Bruner, J. (2013). Tweets Loud and Quiet: A Random Sample of Twitter Accounts (2013) [Data set]. https://twitter-user-sample-2013.echo.directory/

MLA

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

Bruner, Jon. Tweets Loud and Quiet: A Random Sample of Twitter Accounts (2013). 2013, twitter-user-sample-2013.echo.directory/.

BibTeX · RIS · CSL-JSON

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