Amazon QA — Arts Crafts & Sewing

A Amazon dataset of 21,262 QA pairs in Arts Crafts & Sewing, collected by Wan and McAuley via Amazon API. Each record contains question, answer, question type, answer type, ASIN, timestamp. Amazon product Q&A data for Arts Crafts & Sewing. Suitable for question answering, sentiment analysis, product understanding, conversational AI.

#Arts and crafts#Mcauley amazon#Product question answering

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Analytics

Content metrics

21,262 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

unixTimeμ 1.3B ± 271M
min 0max 1.4B
is yes no48.6% true
true 48.6%false 51.4%
is open ended51.4% true
true 51.4%false 48.6%
5.1
Flesch–Kincaid grade
US school grade level
5.1
Automated readability index
Frequent terms
usemachineworkyeslikeneedsizepaperdonfitknowfabricgoodsurecutwantthinkhopefootsewingpaintproductcomehelpsgreatlongsmallthreadcolorsetworksinchesbrothertimebuythanksplasticcolorsholddifferentinchthickboughtfinewhitelittlesingerwaterfindorder
Topic clusters

Topic 0

cut
blade
mat
scissor
cutter
cricut
knife
card

Topic 1

ship
shipping
order
sorry
thank
amazon
know
item

Topic 2

color
blue
green
red
white
yellow
brown
black

Topic 3

paint
acrylic
brush
coat
oil
spray
dry
water

Topic 4

bead
wire
ring
pin
earring
hook
gauge
jewelry

Topic 5

yes
spool
extent
rib
clip
available
tube
lot

Topic 6

bobbin
thread
janome
spool
machine
pfaff
fit
work

Topic 7

glass
glue
stick
adhesive
window
etch
peel
tape

Topic 8

drawer
dimension
tray
compartment
box
lid
bag
divider

Topic 9

airbrush
compressor
air
hose
psi
pressure
iwata
tank

Topic 10

inch
wide
tall
measurement
form
height
dress
adjust

Topic 11

stitch
sew
sewing
machine
needle
denim
seam
jean
Show all 36 topics

Topic 12

singer
fit
model
foot
machine
work
case
futura

Topic 13

ink
pen
bleed
refill
nib
fountain
cartridge
waterproof

Topic 14

clay
mold
oven
bake
resin
polymer
dry
sculpey

Topic 15

wax
candle
microwave
soy
scent
burn
wick
smell

Topic 16

letter
font
cartridge
stamp
size
alphabet
upper
inch

Topic 17

page
album
protector
book
scrapbook
photo
bind
binder

Topic 18

punch
hole
paper
circle
size
edge
inch
puncher

Topic 19

canvas
transfer
frame
print
photo
hold
thick
easel

Topic 20

leather
iron
patch
glue
fabric
adhere
fuse
sew

Topic 21

cord
battery
plug
power
voltage
volt
outlet
watt

Topic 22

paper
wrap
print
construction
thick
tissue
roll
watermark

Topic 23

yarn
loom
peg
ball
skein
knitting
winder
knit

Topic 24

fabric
cotton
stretch
shirt
work
weight
material
linen

Topic 25

shank
low
foot
kenmore
presser
machine
high
snap

Topic 26

table
height
easel
caster
fold
flat
stand
tilt

Topic 27

needle
embroidery
machine
software
design
computer
usb
card

Topic 28

pencil
marker
copic
prismacolor
tip
color
sketch
ciao

Topic 29

printer
print
laser
epson
paper
jet
inkjet
ink

Topic 30

brother
sewing
machine
foot
embroidery
fit
needle
lock

Topic 31

wash
washing
dye
washable
stain
washer
carpet
cold

Topic 32

brother
viking
husqvarna
innov
machine
fit
website
emerald

Topic 33

stone
rhinestone
crystal
glue
hotfix
rock
polish
hot

Topic 34

tape
strip
bias
thick
fold
maker
wide
inch

Topic 35

foot
walk
brother
screw
presser
fit
walking
machine
Top hashtags
#124
#216
#413
#511
#611
#652928
#187
#37
#116
#105
#1285225
#85
#1280774
#96794
#s4
#1003
#203
#503
#02
#101452

Computed over the full corpus.

Record

Catalog key
amazon_qa_Arts_Crafts_and_Sewing
Authors
Wan, Mengting; McAuley, Julian
Year
2016
Source paper
Modeling Ambiguity, Subjectivity, and Diverging Viewpoints in Opinion Question Answering Systems
DOI / arXiv
10.1109/ICDM.2016.0060
License
No licence stated by the authors (citation requested)
Records
21,262
Languages
en
Collected
2013-2015 (2010s)
Region
Global (inferred: the platform is used worldwide)

Provenance

Originally published at
https://cseweb.ucsd.edu/~jmcauley/datasets.html#amazon_qa link checked
Hosted copy
Mirrored on echo.directory on 2026-10-02, 2.1 MB across 1 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{Wan_2016,
  title     = {Modeling Ambiguity, Subjectivity, and Diverging Viewpoints in Opinion Question Answering Systems},
  url       = {http://dx.doi.org/10.1109/ICDM.2016.0060},
  doi       = {10.1109/icdm.2016.0060},
  booktitle = {2016 IEEE 16th International Conference on Data Mining (ICDM)},
  publisher = {IEEE},
  author    = {Wan, Mengting and McAuley, Julian},
  year      = {2016},
  month     = Dec,
  pages     = {489–498}
}

APA

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

Wan, M., & McAuley, J. (2016). Amazon QA — Arts Crafts & Sewing [Data set]. https://doi.org/10.1109/ICDM.2016.0060

MLA

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

Wan, Mengting, and Julian McAuley. Amazon QA — Arts Crafts & Sewing. 2016, doi.org/10.1109/ICDM.2016.0060.

BibTeX · RIS · CSL-JSON

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