Amazon QA — Industrial & Scientific

A Amazon dataset of 12,136 QA pairs in Industrial & Scientific, 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 Industrial & Scientific. Suitable for question answering, sentiment analysis, product understanding, conversational AI.

#Asin#Industrial scientific#Product question answering

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Analytics

Content metrics

12,136 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

unixTimeμ 1.3B ± 277.7M
min 0max 1.4B
has answer100.0% true
true 100.0%false 0.0%
is yes no47.6% true
true 47.6%false 52.4%
is open ended52.4% true
true 52.4%false 47.6%
5.5
Flesch–Kincaid grade
US school grade level
5.4
Automated readability index
Frequent terms
useworkyesneedlikeproductfitdonwatergoodknowsuresizethinklongwantcomeworksvacuumgreatplastictimeunitinchessmallthankshopediameterholdbuymodelhelpspowerinchcleanboughtfinewayfindfilterfloorlittlecomessetmetalbetterhoseinsidehandleamazon
Topic clusters

Topic 0

yes
sure
surely
rheem
redmond
man
clay
blue

Topic 1

carpet
rug
hair
vacuum
floor
cleaning
pick
dog

Topic 2

microscope
camera
lens
amscope
magnification
scope
eyepiece
objective

Topic 3

tube
pipe
tubing
fitting
tank
valve
pvc
thread

Topic 4

magnet
magnetic
strong
gauss
field
separate
stick
pole

Topic 5

voltage
volt
supply
amp
power
current
relay
output

Topic 6

mop
head
refill
pad
floor
swiffer
microfiber
sponge

Topic 7

toothpaste
tooth
fluoride
mint
dentist
taste
flavor
whiten

Topic 8

temperature
thermometer
temp
humidity
egg
celsius
probe
degree

Topic 9

battery
power
rechargeable
spare
operate
hour
change
cell

Topic 10

bag
grocery
disposable
bagless
vacuum
rip
electrolux
inside

Topic 11

color
black
white
gray
chrome
grey
purple
true
Show all 196 topics

Topic 12

led
bulb
light
bright
dim
lighting
fixture
lamp

Topic 13

winch
bumper
mount
plate
fairlead
polaris
bolt
warn

Topic 14

manufacturer
amazon
buy
contact
seller
purchase
depot
return

Topic 15

mount
bracket
tow
vehicle
bumper
bolt
hardware
plate

Topic 16

drain
gun
sink
pipe
french
faucet
gravel
caulking

Topic 17

smell
odor
scent
smoke
perfume
pet
urine
linger

Topic 18

audio
optical
digital
output
analog
headphone
cable
convert

Topic 19

grout
tile
marble
granite
chip
porcelain
ceramic
floor

Topic 20

stethoscope
heart
hear
sound
blood
wife
office
engrave

Topic 21

rust
rain
snow
outdoors
weather
radiator
outside
outdoor

Topic 22

weigh
pound
lbs
weight
gram
capacity
scale
infant

Topic 23

towel
dispenser
paper
georgia
pacific
fold
ply
roll

Topic 24

ingredient
sodium
oil
xylitol
tea
tree
glycerin
sulfate

Topic 25

caster
swivel
castor
base
wheelchair
locking
weight
load

Topic 26

handle
drawer
extend
telescope
wide
tall
unscrewed
piece

Topic 27

calibration
calibrate
certificate
solution
meter
certification
nist
come

Topic 28

mac
software
camera
windows
driver
image
ipad
compatible

Topic 29

lid
trash
swing
container
brute
rubbermaid
gamma
basket

Topic 30

roll
paper
sheet
toilet
ply
tissue
case
soft

Topic 31

date
expiration
life
expire
shelf
mint
crest
toothpaste

Topic 32

shelf
closet
maid
space
bookcase
ikea
support
middle

Topic 33

refill
dispenser
washer
sanitizer
washing
loader
walk
dryer

Topic 34

winch
cable
unwind
rope
engine
warn
battery
synthetic

Topic 35

paint
paintable
coat
sand
painting
atleast
stain
spray

Topic 36

tall
height
adjustable
inch
low
max
vise
adjustment

Topic 37

filter
micron
sediment
cartridge
housing
carbon
replacement
pentek

Topic 38

loud
noise
beep
min
continuity
tone
reset
shut

Topic 39

warranty
year
period
warrenty
defect
manufacturer
service
torin

Topic 40

chain
hoist
lift
ton
shed
mower
bike
pull

Topic 41

plastic
rubber
hard
junk
solid
corrugated
pop
slate

Topic 42

dropper
bottle
ounce
glass
neck
diameter
eye
straw

Topic 43

soap
clothe
laundry
wash
odoban
sanitize
bleach
smell

Topic 44

tape
scotch
butyl
mounting
transparent
duct
glow
sided

Topic 45

wheel
rubber
weight
mark
mobile
hone
apart
tire

Topic 46

key
lock
latch
gate
padlock
locking
theft
southco

Topic 47

wire
remote
wireless
strand
control
kit
department
recieve

Topic 48

width
wide
mesh
inch
deep
dimensions
overall
neck

Topic 49

hose
garden
extension
liberty
crook
include
aerator
reducer

Topic 50

box
tissue
ply
styrofoam
dimension
cardboard
console
kleenex

Topic 51

believe
doubt
ref
activate
refer
finnish
conflicting
absolute

Topic 52

model
fit
maytag
number
series
style
whirlpool
platinum

Topic 53

inch
tenth
demension
thigh
dead
quarter
depth
foot

Topic 54

metric
fraction
measurement
decimal
measure
gauge
officially
translate

Topic 55

glue
superglue
super
melamine
adhere
label
adhesive
gorilla

Topic 56

flask
stopper
pyrex
erlenmeyer
diameter
cork
tall
rubber

Topic 57

jack
lift
pivot
lifter
frame
bed
height
inch

Topic 58

diameter
tall
lip
outer
height
inch
partial
length

Topic 59

question
ask
answer
sure
understand
interested
askin
asking

Topic 60

brush
bristle
replacement
narrow
nylon
width
complete
concept

Topic 61

diameter
inside
inner
outside
indentation
internally
inch
opening

Topic 62

drill
hole
bit
joy
chuck
lubricant
grove
steel

Topic 63

vacuum
attachment
rotator
dyson
canister
noisy
panasonic
cleaner

Topic 64

blade
cut
scissor
cutter
scalpel
cutting
pair
child

Topic 65

motor
speed
pedal
control
reverse
reversible
switch
power

Topic 66

package
piece
include
card
turntable
grit
contain
internationally

Topic 67

test
urine
alkaline
strip
soil
acidic
saliva
ion

Topic 68

strap
shoulder
buckle
molle
harness
nikon
ammo
secure

Topic 69

resistant
temperature
fire
withstand
heat
generally
hot
high

Topic 70

size
available
different
item
carrier
rash
jason
bung

Topic 71

septic
water
sewer
algae
system
line
stage
waste

Topic 72

switch
position
alarm
fuse
momentary
jumper
wiring
turn

Topic 73

dimension
diam
dimention
actual
norwesco
broiling
proofer
overall

Topic 74

order
stock
overnighte
delivery
mom
loss
perform
ship

Topic 75

stir
freeze
yeast
hot
stirrer
water
cold
warm

Topic 76

difference
version
schedule
program
sensodyne
demo
orei
pentek

Topic 77

valve
operator
leak
conserve
open
line
closed
manifold

Topic 78

sorry
know
honestly
answer
remember
happy
idea
repeatedly

Topic 79

crack
seal
basement
sealant
leak
silicone
mortar
cement

Topic 80

manufacture
thank
kydex
country
manufacturer
product
holster
foods

Topic 81

rotary
tool
snap
proxxon
stand
motorcycle
tip
cap

Topic 82

fit
boyfriend
kodiak
charlie
singer
sportsman
label
ridge

Topic 83

cuff
pediatric
adult
petite
clad
nursing
small
class

Topic 84

work
ramsey
rand
micromot
pay
wil
cambria
berber

Topic 85

bell
diaphragm
rim
diaphram
littmann
cover
quality
classic

Topic 86

spray
sprayer
mist
minute
circle
dispense
mister
bottle

Topic 87

table
swivel
lever
recliner
chair
raise
low
handed

Topic 88

think
idea
functional
unwieldy
minimum
hotel
client
bob

Topic 89

durable
strong
fragile
car
definitely
dash
counter
cell

Topic 90

adult
cuff
thigh
woman
arm
large
muscular
perfectly

Topic 91

scope
phone
automotive
line
waveform
sensor
stream
connect

Topic 92

hole
middle
suppose
dent
string
diameter
circuit
neighborhood

Topic 93

yep
yes
yeah
george
cute
huh
kevin
right

Topic 94

gallon
heat
square
extent
sprayer
gun
jug
bendable

Topic 95

hepa
filter
bag
filtration
dust
canister
particle
vacuum

Topic 96

refrigerator
fridge
lego
freezer
ice
calendar
instal
shelf

Topic 97

hose
model
electrolux
replacement
vacuum
number
fit
buster

Topic 98

butter
bpa
free
raw
syrup
gluten
molasse
cream

Topic 99

pump
impeller
prim
sprinkler
rebuild
strainer
bronze
run

Topic 100

screw
fasten
pegboard
lazy
susan
hole
plier
board

Topic 101

engrave
prior
delivery
happy
manufacturer
let
add
price

Topic 102

install
automotive
motion
hand
sensor
installation
ahead
repair

Topic 103

rigid
flexible
molly
prob
bend
schedule
degree
hold

Topic 104

fireplace
chimney
stove
heated
horse
seal
cold
door

Topic 105

samsung
dryer
xaa
amp
thermistor
vacuum
trip
model

Topic 106

toothbrush
bristle
ionic
dentist
scuba
brush
radius
soft

Topic 107

bottle
dozen
case
wine
price
copolymer
ether
tia

Topic 108

bona
hardwood
refresher
floor
cleaner
installer
pro
laminate

Topic 109

adult
medium
size
range
circumference
available
pretty
sized

Topic 110

mattress
bed
comfortable
hospital
spring
invacare
thick
inner

Topic 111

metal
glass
copper
plat
steel
lamp
uranium
aluminium

Topic 112

adhesive
application
nametag
glue
cure
brick
adhere
automotive

Topic 113

shank
use
jar
bike
vera
collet
address
daughter

Topic 114

ear
tag
extra
tio
tip
include
eartip
style

Topic 115

cord
outlet
power
plug
charger
grounding
transformer
american

Topic 116

asphalt
roof
crack
concrete
shingle
fill
slab
epoxy

Topic 117

anchor
wall
toggle
mount
screw
dome
bolt
protection

Topic 118

sand
sander
grip
glove
shoe
linen
grit
leather

Topic 119

wheel
axle
diameter
height
inch
hub
depth
total

Topic 120

trash
bin
garbage
liner
gallon
bag
shredder
recycle

Topic 121

bandage
sterile
lotion
wound
tourniquet
gauze
injury
dressing

Topic 122

blue
caribbean
nephew
color
receive
navy
purple
pleased

Topic 123

vinegar
food
safe
sauce
repeat
non
suggest
spice

Topic 124

stove
thermopile
nut
burner
spade
honeywell
ignitor
clip

Topic 125

calibration
warranty
lifetime
adc
shipping
calibrate
pay
verify

Topic 126

vac
shop
rigid
brand
fit
hose
attachment
sander

Topic 127

grommet
tool
spreader
hammer
throat
compression
plier
collar

Topic 128

pool
tub
seal
shower
swimming
crack
grease
caulk

Topic 129

shank
tray
machine
zipper
sewing
singer
presser
low

Topic 130

great
perfectly
work
yes
husky
absolutely
diffuser
northern

Topic 131

gasket
funnel
rubber
sand
seal
ring
snug
gasoline

Topic 132

smooth
firm
fashioned
yrs
jewelry
texture
gutter
recoate

Topic 133

bed
raise
head
lower
foot
electrically
remote
tilt

Topic 134

syringe
needle
syrinx
tip
injection
med
luer
insulin

Topic 135

china
japan
thailand
taiwan
particular
usa
chain
label

Topic 136

silver
gemstone
gold
stone
identify
index
refractometer
refractive

Topic 137

rope
pulley
clothesline
nylon
thimble
clicker
pully
pullie

Topic 138

approx
centimeter
approximately
lit
short
roughly
inch
apparent

Topic 139

absolutely
perfectly
yes
stitch
shotgun
recieve
science
sub

Topic 140

ear
stethoscope
littmann
otoscope
disposable
pop
fit
speculum

Topic 141

capacitor
start
compressor
mfd
fan
unit
wire
brown

Topic 142

adapter
plug
prong
watt
consume
cable
power
unaware

Topic 143

grinder
makita
angle
grind
wheel
arbor
disc
cut

Topic 144

thread
bulkhead
pvc
size
slip
metric
pipe
inside

Topic 145

thank
georgia
pacific
interest
hello
usa
kay
message

Topic 146

rod
opening
conform
impeller
gauge
copper
ring
fence

Topic 147

vac
craftsman
gallon
shop
wet
fit
gal
dry

Topic 148

grade
usp
glycerine
food
inhalation
inhale
contaminant
lung

Topic 149

vac
shop
adequate
quieter
dry
vacs
wet
complaint

Topic 150

cord
long
power
retractable
cfm
terrific
employee
exchange

Topic 151

cuff
example
arm
properly
bar
adult
latex
easy

Topic 152

usa
country
india
resident
texas
united
states
state

Topic 153

cardiology
littman
iii
master
care
cardiologist
teach
critical

Topic 154

manual
download
epic
english
operation
program
online
immobilizer

Topic 155

antenna
signal
roof
channel
swr
splitter
rabbit
radio

Topic 156

china
origin
country
webpage
usa
lean
manufacture
rubbermaid

Topic 157

cart
golf
shopping
haul
bump
chair
loaded
looking

Topic 158

hoover
dyson
model
fit
eureka
canister
vacuum
number

Topic 159

littmann
littman
sensitivity
determine
real
website
scope
level

Topic 160

blower
port
convert
leaf
eater
dedicated
weed
sawdust

Topic 161

hook
coil
apx
attatch
town
duck
distance
maximum

Topic 162

foot
tread
slip
brother
definition
fingernail
thirsty
heel

Topic 163

aware
know
stinger
fir
ada
honestly
guy
familiar

Topic 164

salt
distilled
dissolve
aquarium
water
salinity
calibration
osmosis

Topic 165

taco
replacement
model
replace
ruud
precision
serial
planer

Topic 166

caulk
caulking
lexel
silicone
exterior
mask
acrylic
driveway

Topic 167

pole
extension
handle
dowel
screw
end
belt
attach

Topic 168

adult
cuff
accurate
sized
regular
reading
sphygmomanometer
adc

Topic 169

thick
thin
thickness
walled
blanket
petite
grate
walmart

Topic 170

wine
beer
alcohol
hydrometer
spirit
abv
proof
syrup

Topic 171

bucket
nozzle
rubbermaid
wringer
quick
connect
washer
cousin

Topic 172

medical
mattress
pressure
pump
comfort
med
drive
pad

Topic 173

floor
finish
wood
pad
hardwood
abrasive
oak
builder

Topic 174

civic
sedan
honda
key
accord
fit
door
immobilizer

Topic 175

link
price
pair
unit
reload
duck
recover
minimal

Topic 176

pack
fluke
define
party
backpack
season
listing
cone

Topic 177

sharpen
drill
bit
doctor
punch
pilot
carbide
grind

Topic 178

laminate
flooring
floor
shine
hardwood
elaine
willl
discourage

Topic 179

poster
hang
frame
texture
wallpaper
strip
paper
wall

Topic 180

frequency
radio
wave
mhz
generator
watt
phase
offset

Topic 181

ship
shipping
cone
alabama
puerto
prompt
lithuania
nigeria

Topic 182

length
total
shrink
ratio
recollection
pipet
block
usable

Topic 183

baby
online
proper
size
compact
purchase
sorry
standard

Topic 184

slide
room
girl
preschool
set
additional
preparation
grandson

Topic 185

stock
assistant
dafna
shy
regards
ship
best
shipping

Topic 186

lock
brake
wheel
engage
place
cart
functional
accelerator

Topic 187

probe
sensor
pod
cable
external
clip
include
component

Topic 188

arduino
pin
lcd
board
interface
header
sketch
display

Topic 189

psi
flow
pressure
rate
maximum
sediment
drop
efficiency

Topic 190

autoclavable
fluke
clip
probe
insulate
jaw
clips
services

Topic 191

fit
perfectly
buddy
snugly
san
jamar
chevy
xrc

Topic 192

dimension
item
gregrobert
enterprises
datasheet
milena
anymore
inquiry

Topic 193

meter
compatibility
driver
process
express
logger
consumption
gain

Topic 194

weight
hold
peak
tare
unfold
cane
machinery
scale

Topic 195

sell
separately
unaware
disclaimer
boy
coarse
risk
lazy
Top hashtags
#213
#109
#48
#87
#14
#204
#64
#s4
#35853
#07742
#122
#1280772
#1532
#1572
#212
#281432
#32
#35882
#36052
#36092

Computed over the full corpus.

Record

Catalog key
amazon_qa_Industrial_and_Scientific
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
12,136
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, 1.3 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 — Industrial & Scientific [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 — Industrial & Scientific. 2016, doi.org/10.1109/ICDM.2016.0060.

BibTeX · RIS · CSL-JSON

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