Stack Exchange — lifehacks.stackexchange.com

The content of lifehacks.stackexchange.com (https://lifehacks.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 34,718 rows: 14,864 posts (3,075 questions, 11,346 answers, 216 tag wiki excerpts, 216 tag wikis, 8 posts of type 6 and 3 posts of type 7) and 19,854 comments, written between 9 December 2014 and 31 March 2024. Beside it are 30,678 user accounts, 76,723 votes, 38,112 badges awarded, 140 tags, 34,691 post revisions and 532 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 43 rows.

#Everyday tip#Lifehack#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 4,614 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.

4.6K
Nodes
9.7K
Edges
4.54e-04
Density
30
Components
-0.1554
Assortativity
1.5%
Reciprocity
2.7K
Bridges
Most central nodes
200.04206
150.03555
20890.03447
22720.02059
13990.01929
230.01799
21200.01778
13460.01604
47620.01582
94630.01582
Content metrics

34,718 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

x scoreμ 1.96 ± 5.42
min -10max 251
x view countμ 11.9K ± 38.2K
min 18max 650K
x answer countμ 3.691 ± 3.019
min 0max 30
x comment countμ 1.336 ± 2.151
min 0max 39
7.5
Flesch–Kincaid grade
US school grade level
8.1
Automated readability index
Frequent terms
usewaterlikedonwayworktimeneedgoodtrywantanswerpaperremovecleanfindairsmallproblemplasticknowquestiondryhelpsuresolutionplacethinkworksbetterinsidedoesnlongtapebestbithairtriedopenhandpeoplephoneendlittlerightthingscasebagcarheat
Topic clusters

Topic 0

answer
question
thank
post
comment
edit
think
ask

Topic 1

shirt
clothe
wash
stain
iron
fabric
dry
dryer

Topic 2

cat
fly
spider
mosquito
ant
dog
kill
bug

Topic 3

shoe
sock
leather
foot
lace
wear
boot
pair

Topic 4

soap
vinegar
water
soda
bake
rinse
dish
hand

Topic 5

keyboard
key
mouse
screw
laptop
drill
bit
button

Topic 6

lifehack
hack
welcome
lifehacks
site
life
question
answer

Topic 7

paper
pen
ink
pencil
page
write
eraser
print

Topic 8

air
window
room
heat
fan
car
mold
cool

Topic 9

microwave
egg
bread
oven
boil
cook
pan
rice

Topic 10

door
car
brake
vehicle
wheel
drive
garage
open

Topic 11

toilet
water
pee
flush
drain
bucket
bowl
pipe
Show all 30 topics

Topic 12

hair
shave
beard
razor
comb
shampoo
shaving
blade

Topic 13

ice
freezer
freeze
water
frozen
milk
cube
tray

Topic 14

glass
eye
light
mirror
lens
screen
sun
dark

Topic 15

band
zipper
rubber
knot
pant
belt
jean
loop

Topic 16

dust
carpet
vacuum
rug
filter
air
floor
cleaner

Topic 17

ear
headphone
earphone
headset
cable
plug
jack
earbud

Topic 18

noise
sound
speaker
hear
ear
headphone
loud
music

Topic 19

bag
luggage
backpack
plastic
suitcase
grocery
bin
seal

Topic 20

smell
skin
acne
odour
deodorant
scent
perfume
chemical

Topic 21

battery
charge
charger
voltage
power
cell
device
rechargeable

Topic 22

bottle
coffee
drink
straw
liquid
cap
container
cup

Topic 23

sleep
alarm
wake
bed
clock
morning
time
hour

Topic 24

phone
number
message
caller
app
contact
text
people

Topic 25

paint
alcohol
remove
rub
marker
surface
wall
residue

Topic 26

picture
image
photo
add
post
edit
link
upload

Topic 27

tooth
toothpaste
brush
toothbrush
floss
dental
clean
dentist

Topic 28

cable
wire
plug
cord
soldering
end
socket
insulation

Topic 29

book
page
file
scan
folder
document
shelf
organize
Top hashtags
#251
#150
#329
#411
#q5
#144
#54
#153
#63
#include3
#122
#17772
#192
#g2yamzvvtbc6y0mf2
#history2
#see2
#tbm2
#01
#101
#1347151

Computed over the full corpus.

Record

Catalog key
stackexchange-lifehacks-stackexchange-com
Authors
Stack Exchange, Inc.
Year
2024
Source paper
Stack Exchange Data Dump
License
CC BY-SA 3.0 / 4.0 (by contribution date) (CC-BY-SA-3.0 AND CC-BY-SA-4.0)
Records
37,882
Nodes
4,614
Edges
9,656 (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
2014/2024 (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 link checked
Original files as received
The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-09, 13.6 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 (34,718 rows), users (30,678 rows), x_votes (76,723 rows), x_badges (38,112 rows), x_tags (140 rows), x_post_history (34,691 rows), x_post_links (532 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 — lifehacks.stackexchange.com [Data set]. https://stackexchange-lifehacks.echo.directory/

MLA

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

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

BibTeX · RIS · CSL-JSON

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