Stack Exchange — parenting.stackexchange.com

The content of parenting.stackexchange.com (https://parenting.stackexchange.com/), a Stack Exchange question-and-answer site, as published in the Stack Exchange Data Dump of April 2024 on the Internet Archive. The posts table holds 82,912 rows: 29,944 posts (6,872 questions, 22,601 answers, 228 tag wiki excerpts, 228 tag wikis, 2 posts of type 3, 11 posts of type 6 and 2 posts of type 7) and 52,968 comments, written between 25 October 2010 and 29 March 2024. Beside it are 32,434 user accounts, 232,367 votes, 65,060 badges awarded, 305 tags, 76,655 post revisions and 1,826 links between posts. Every answer keeps the question it answers and every comment the post it was written on, so the threads can be rebuilt. The Internet Archive item describes the dump as anonymised; the votes table names the voter in only 172 rows.

#Expertise network#Parenting#Reputation#Stack exchange data dump

Download data package README Original files as received BibTeX JSONSimilar datasets

Analytics

The interactive network needs JavaScript.

· graph.json

The full graph has 7,867 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

7.9K
Nodes
18.6K
Edges
3.01e-04
Density
63
Components
-0.1003
Assortativity
1.5%
Reciprocity
3.9K
Bridges
Most central nodes
1090.02568
22210.02365
77780.01233
960.0122
19220.01144
28760.01144
6040.01055
219860.00903
10920.00864
610.00852
Content metrics

82,912 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 3.232 ± 8.795
min -16max 420
x view countμ 8.2K ± 27.9K
min 29max 729.6K
x answer countμ 3.289 ± 2.897
min 0max 30
x comment countμ 1.769 ± 2.744
min 0max 43
x favorite count1.1% true
true 1.1%false 98.9%
8.1
Flesch–Kincaid grade
US school grade level
8.8
Automated readability index
Frequent terms
childtimelikedonchildrenthinkkidsgoodthingswantknowoldparentswaysonhelpneedyearbabydoesnpeopleschooldaughteransweragetrygoingworkquestiondayusefeelthingsleeprightletbetteryearssurefinddifferenttellparentlotplaylittlelifepointlongetc
Topic clusters

Topic 0

answer
question
thank
comment
edit
post
site
link

Topic 1

game
play
toy
child
time
kid
like
video

Topic 2

sleep
night
bed
wake
nap
asleep
time
hour

Topic 3

potty
diaper
toilet
water
pee
poop
bath
training

Topic 4

food
eat
meal
sugar
taste
fruit
like
healthy

Topic 5

school
teacher
class
child
work
student
college
kid

Topic 6

father
child
parent
dad
mother
relationship
son
daughter

Topic 7

language
english
speak
word
learn
child
native
german

Topic 8

doctor
pregnancy
medical
baby
birth
hospital
pain
pregnant

Topic 9

milk
breast
formula
breastfeed
baby
bottle
feed
drink

Topic 10

shoe
walk
stair
climb
foot
walker
gate
fall

Topic 11

punishment
consequence
child
discipline
behavior
spanking
bad
rule
Show all 20 topics

Topic 12

seat
car
stroller
carrier
baby
flight
booster
travel

Topic 13

book
read
story
reading
color
child
kid
like

Topic 14

tantrum
child
behavior
feel
year
help
time
want

Topic 15

religion
religious
god
believe
belief
church
faith
atheist

Topic 16

money
party
birthday
gift
card
pay
kid
allowance

Topic 17

sex
gender
sexual
friend
people
gay
girl
child

Topic 18

adhd
autism
diagnose
spectrum
asd
autistic
sensory
child

Topic 19

clothe
wear
dress
uniform
clothing
boxer
shirt
school
Top hashtags
#2190
#1185
#370
#435
#513
#2s7
#87
#q7
#promotion6
#s5
#64
#74
#1s3
#criticism3
#sthash3
#139112
#2090002
#249252
#abstract2
#autistic_spectrum_disorders_and_difficulties_of_sensory_processing2

Computed over the full corpus.

Record

Catalog key
stackexchange-parenting-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2024
Source paper
Stack Exchange Data Dump
License
CC BY-SA 2.5 / 3.0 / 4.0 (by contribution date) (CC-BY-SA-2.5 AND CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
89,914
Nodes
7,867
Edges
18,626 (directed)
Nodes are
user (Stack Exchange account)
Edges are
answer collaboration (A answered B's question)
Attributes
nodes have attributes; edges have attributes
Text corpus
question titles, post bodies, comment text, tag names
Languages
en
Collected
2010/2024 (2010s, 2020s)
Tasks
From the graph: link prediction, community detection
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://archive.org/details/stackexchange unverified
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 43.4 MB across 1 files. Checksums in MANIFEST.json. For use, start with the data package below.
Data package
Version 1.0.0 of this dataset as an ECHO Data Package: posts (82,912 rows), users (32,434 rows), x_votes (232,367 rows), x_badges (65,060 rows), x_tags (305 rows), x_post_history (76,655 rows), x_post_links (1,826 rows).
Structure
Temporal (timestamped), Node attributes, Text, Threaded conversations

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{stackexchange_2024,
  title     = {Stack Exchange Data Dump},
  author    = {{Stack Exchange, Inc.}},
  year      = {2024},
  month     = {apr},
  publisher = {Internet Archive},
  url       = {https://archive.org/details/stackexchange}
}

APA

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

Stack Exchange, Inc. (2024). Stack Exchange — parenting.stackexchange.com [Data set]. https://stackexchange-parenting.echo.directory/

MLA

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

Stack Exchange, Inc. Stack Exchange — parenting.stackexchange.com. 2024, stackexchange-parenting.echo.directory/.

BibTeX · RIS · CSL-JSON

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