Amazon QA — Appliances

A Amazon dataset of 9,011 QA pairs in Appliances, 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 Appliances. Suitable for question answering, sentiment analysis, product understanding, conversational AI.

#Appliance#Product question answering#Question answering

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Analytics

Content metrics

9,011 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

unixTimeμ 1.3B ± 296.4M
min 0max 1.4B
is yes no52.1% true
true 52.1%false 47.9%
is open ended47.9% true
true 47.9%false 52.1%
5.4
Flesch–Kincaid grade
US school grade level
5.6
Automated readability index
Frequent terms
modelfitworkyeswaterfilterneedusenumberunitknowdonsureicelikewasherdryerwhirlpoolkenmoregoodcomerefrigeratordoorrangeworksmachinestovefridgereplacementtimeproductovensizepartslongreplaceinchesoldhoodnewfiltersgreatthinkhopethanksrightventbuyamazonkit
Topic clusters

Topic 0

hood
vent
duct
range
ceiling
outside
exhaust
wall

Topic 1

filter
water
replace
change
taste
month
carbon
remove

Topic 2

hose
drain
sink
faucet
water
disposal
leak
valve

Topic 3

stainless
steel
color
black
rack
white
metal
plastic

Topic 4

washer
wash
clothe
load
cycle
machine
spin
dry

Topic 5

stove
burner
cooktop
induction
pot
pan
griddle
cook

Topic 6

kenmore
elite
fit
model
work
sears
filter
refrigerator

Topic 7

inch
dimension
wide
width
depth
measurement
deep
height

Topic 8

yes
ansi
thx
nsf
point
pump
piece
hole

Topic 9

whirlpool
duet
model
fit
work
number
compatible
washer

Topic 10

oven
element
bake
rack
igniter
ignitor
heating
gas

Topic 11

dryer
washer
kit
stack
fit
model
work
need
Show all 40 topics

Topic 12

cord
plug
wire
outlet
power
hard
connector
electrical

Topic 13

humidity
temperature
temp
thermostat
sensor
remote
control
set

Topic 14

ceiling
mount
wall
extension
bracket
foot
stud
hang

Topic 15

fit
yes
model
perfectly
perfect
sure
number
thank

Topic 16

bulb
light
led
halogen
lead
bright
button
switch

Topic 17

humidifier
mold
holmes
filter
mist
wick
water
humidistat

Topic 18

number
model
look
search
sure
list
correct
reference

Topic 19

kit
instruction
install
manual
installation
instal
conversion
picture

Topic 20

loud
noise
quiet
noisy
sound
hear
fan
run

Topic 21

dishwasher
dish
rack
rinse
sink
safe
basket
drain

Topic 22

ice
maker
icemaker
water
valve
old
replacement
refrigerator

Topic 23

fridge
refrigerator
filter
model
fit
number
find
mwf

Topic 24

frigidaire
model
fit
frig
frigidare
work
puresource
refrigerator

Topic 25

amp
battery
volt
voltage
draw
watt
power
require

Topic 26

kitchenaid
aid
bosch
kitchen
coffee
fit
filter
work

Topic 27

warranty
year
products
labor
limited
purchase
extended
manufacturer

Topic 28

model
fit
wil
range
item
profile
cap
momentum

Topic 29

knob
jenn
air
stove
fit
shaft
tappan
shape

Topic 30

door
hinge
depth
open
lock
width
reversible
height

Topic 31

maytag
fit
series
model
neptune
work
number
belt

Topic 32

keg
beer
kegerator
tank
dispense
tap
carbonate
barrel

Topic 33

samsung
xaa
latch
filter
compatible
refrigerator
model
work

Topic 34

fridge
refrigerator
counter
depth
door
inch
height
tall

Topic 35

ice
cube
melt
basket
bin
shape
soft
small

Topic 36

shipping
ship
delivery
day
order
free
glove
cost

Topic 37

shelf
bottle
wine
soda
hold
beer
milk
height

Topic 38

buy
amazon
manufacturer
ask
website
product
contact
seller

Topic 39

clock
timer
time
military
hour
press
set
calibrate
Top hashtags
#s8
#1065
#1105
#3625
#24
#7304
#13
#99153
#2812822
#43928572
#43968412
#6652
#777ss2
#7952
#80536212
#85316692
#970078942
#b26ft70sns2
#dc962
#kudk03ctss22

Computed over the full corpus.

Record

Catalog key
amazon_qa_Appliances
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
9,011
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, 952.7 KB 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 — Appliances [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 — Appliances. 2016, doi.org/10.1109/ICDM.2016.0060.

BibTeX · RIS · CSL-JSON

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