cues = read.table("data/cues.txt", sep = "\n", header = FALSE) %>%
rename(cue = V1)
concreteness <-read.csv("data/brysbaert_corpus.csv", header=TRUE)
cues %<>%
left_join(concreteness %>% select(Word, Conc.M, SUBTLEX),
by = c("cue"= "Word"))
ggplot(cues, aes(x = Conc.M)) +
geom_histogram() +
xlim(1,5) +
theme_bw()

ggplot(cues, aes(x = log(SUBTLEX))) +
xlab("log word frequency") +
geom_histogram() +
theme_bw()

cues %<>%
mutate(conc.bin = cut_number(Conc.M, n = 6, labels= FALSE))
cues %>%
arrange(conc.bin) %>%
kable()
angel |
3.82 |
3992 |
1 |
boomerang |
4.70 |
47 |
1 |
brain |
4.69 |
3928 |
1 |
calendar |
4.62 |
363 |
1 |
camouflage |
4.24 |
94 |
1 |
chair |
4.58 |
2511 |
1 |
circle |
4.44 |
1097 |
1 |
cloud |
4.54 |
599 |
1 |
compass |
4.66 |
207 |
1 |
cooler |
4.14 |
360 |
1 |
couch |
4.71 |
1197 |
1 |
dragon |
4.39 |
984 |
1 |
drill |
4.40 |
701 |
1 |
dumbbell |
4.69 |
25 |
1 |
eraser |
4.74 |
51 |
1 |
fan |
4.71 |
1792 |
1 |
fireplace |
4.68 |
259 |
1 |
garden |
4.73 |
1354 |
1 |
giraffe |
4.73 |
76 |
1 |
hand |
4.72 |
14262 |
1 |
helicopter |
4.62 |
806 |
1 |
hexagon |
4.52 |
4 |
1 |
hospital |
4.64 |
6334 |
1 |
hot tub |
4.75 |
0 |
1 |
hurricane |
4.59 |
447 |
1 |
lighter |
4.53 |
457 |
1 |
lightning |
4.59 |
721 |
1 |
line |
4.50 |
10515 |
1 |
marker |
4.62 |
267 |
1 |
mermaid |
4.50 |
161 |
1 |
microwave |
4.34 |
199 |
1 |
mouth |
4.74 |
5325 |
1 |
octagon |
4.43 |
11 |
1 |
panda |
4.75 |
108 |
1 |
picture frame |
4.61 |
0 |
1 |
raccoon |
4.67 |
73 |
1 |
radio |
4.74 |
3936 |
1 |
rainbow |
4.57 |
407 |
1 |
rhinoceros |
4.75 |
38 |
1 |
roller coaster |
4.75 |
0 |
1 |
saw |
4.46 |
20527 |
1 |
sink |
4.74 |
863 |
1 |
snorkel |
4.56 |
31 |
1 |
snowman |
4.64 |
97 |
1 |
spreadsheet |
4.52 |
14 |
1 |
square |
4.33 |
1620 |
1 |
squiggle |
3.88 |
2 |
1 |
star |
4.69 |
4149 |
1 |
stereo |
4.63 |
304 |
1 |
tornado |
4.53 |
130 |
1 |
traffic light |
4.66 |
0 |
1 |
triangle |
4.52 |
218 |
1 |
van |
4.72 |
2641 |
1 |
yoga |
4.53 |
227 |
1 |
zigzag |
3.52 |
23 |
1 |
alarm clock |
4.85 |
0 |
2 |
ambulance |
4.81 |
1143 |
2 |
bandage |
4.85 |
146 |
2 |
barn |
4.79 |
693 |
2 |
beach |
4.79 |
2888 |
2 |
cake |
4.81 |
2298 |
2 |
campfire |
4.79 |
64 |
2 |
cannon |
4.79 |
444 |
2 |
cell phone |
4.76 |
0 |
2 |
chandelier |
4.79 |
72 |
2 |
crocodile |
4.83 |
115 |
2 |
crown |
4.81 |
698 |
2 |
diving board |
4.80 |
0 |
2 |
dog |
4.85 |
9835 |
2 |
door |
4.81 |
14895 |
2 |
drums |
4.79 |
367 |
2 |
fence |
4.82 |
819 |
2 |
fire hydrant |
4.85 |
0 |
2 |
flamingo |
4.81 |
60 |
2 |
flying saucer |
4.79 |
0 |
2 |
frying pan |
4.77 |
0 |
2 |
garden hose |
4.79 |
0 |
2 |
hammer |
4.77 |
636 |
2 |
harp |
4.85 |
134 |
2 |
headphones |
4.79 |
80 |
2 |
hockey stick |
4.85 |
0 |
2 |
jail |
4.83 |
3602 |
2 |
leg |
4.83 |
2882 |
2 |
megaphone |
4.76 |
15 |
2 |
motorbike |
4.79 |
38 |
2 |
mouse |
4.83 |
975 |
2 |
mug |
4.80 |
349 |
2 |
mushroom |
4.83 |
109 |
2 |
paintbrush |
4.79 |
27 |
2 |
paper clip |
4.79 |
0 |
2 |
parachute |
4.78 |
162 |
2 |
pool |
4.77 |
2396 |
2 |
potato |
4.85 |
576 |
2 |
rake |
4.84 |
152 |
2 |
rifle |
4.85 |
743 |
2 |
scissors |
4.85 |
341 |
2 |
scorpion |
4.84 |
136 |
2 |
shorts |
4.82 |
480 |
2 |
skull |
4.83 |
750 |
2 |
skyscraper |
4.76 |
40 |
2 |
sleeping bag |
4.79 |
0 |
2 |
snowflake |
4.76 |
60 |
2 |
streetlight |
4.82 |
25 |
2 |
submarine |
4.80 |
362 |
2 |
sun |
4.83 |
3553 |
2 |
sweater |
4.78 |
704 |
2 |
syringe |
4.81 |
99 |
2 |
television |
4.83 |
1729 |
2 |
train |
4.79 |
4848 |
2 |
truck |
4.84 |
3716 |
2 |
wristwatch |
4.85 |
59 |
2 |
ant |
4.86 |
273 |
3 |
baseball |
4.86 |
1288 |
3 |
bear |
4.88 |
2928 |
3 |
bee |
4.88 |
528 |
3 |
belt |
4.90 |
1242 |
3 |
bench |
4.87 |
493 |
3 |
bicycle |
4.89 |
337 |
3 |
book |
4.90 |
9026 |
3 |
bowtie |
4.89 |
6 |
3 |
broccoli |
4.87 |
116 |
3 |
broom |
4.89 |
243 |
3 |
bulldozer |
4.90 |
66 |
3 |
bus |
4.90 |
3783 |
3 |
bush |
4.90 |
720 |
3 |
calculator |
4.86 |
66 |
3 |
candle |
4.86 |
409 |
3 |
canoe |
4.86 |
182 |
3 |
car |
4.89 |
24636 |
3 |
cat |
4.86 |
3383 |
3 |
church |
4.90 |
3553 |
3 |
crab |
4.90 |
352 |
3 |
crayon |
4.87 |
21 |
3 |
cruise ship |
4.86 |
0 |
3 |
diamond |
4.89 |
1053 |
3 |
dishwasher |
4.86 |
103 |
3 |
duck |
4.86 |
1263 |
3 |
eye |
4.90 |
5701 |
3 |
face |
4.87 |
14747 |
3 |
feather |
4.90 |
338 |
3 |
foot |
4.90 |
3311 |
3 |
fork |
4.90 |
450 |
3 |
goatee |
4.89 |
54 |
3 |
guitar |
4.90 |
795 |
3 |
hat |
4.88 |
3273 |
3 |
hot dog |
4.87 |
0 |
3 |
jacket |
4.86 |
1704 |
3 |
kangaroo |
4.86 |
118 |
3 |
key |
4.89 |
4430 |
3 |
knife |
4.90 |
2387 |
3 |
lipstick |
4.90 |
449 |
3 |
lobster |
4.86 |
374 |
3 |
microphone |
4.88 |
232 |
3 |
monkey |
4.90 |
1709 |
3 |
moon |
4.90 |
2548 |
3 |
mosquito |
4.88 |
93 |
3 |
nose |
4.89 |
3557 |
3 |
ocean |
4.86 |
1545 |
3 |
onion |
4.86 |
216 |
3 |
pants |
4.86 |
2996 |
3 |
peanut |
4.89 |
630 |
3 |
pencil |
4.88 |
503 |
3 |
piano |
4.90 |
1268 |
3 |
pond |
4.90 |
323 |
3 |
purse |
4.90 |
1008 |
3 |
river |
4.89 |
2829 |
3 |
sailboat |
4.89 |
82 |
3 |
sandwich |
4.90 |
1118 |
3 |
screwdriver |
4.90 |
128 |
3 |
sheep |
4.90 |
685 |
3 |
skateboard |
4.86 |
85 |
3 |
soccer ball |
4.89 |
0 |
3 |
speedboat |
4.87 |
27 |
3 |
squirrel |
4.89 |
279 |
3 |
stethoscope |
4.86 |
48 |
3 |
table |
4.90 |
5387 |
3 |
toaster |
4.90 |
198 |
3 |
tooth |
4.89 |
692 |
3 |
trombone |
4.90 |
65 |
3 |
trumpet |
4.86 |
210 |
3 |
washing machine |
4.89 |
0 |
3 |
watermelon |
4.89 |
112 |
3 |
wheel |
4.86 |
1380 |
3 |
windmill |
4.89 |
65 |
3 |
wine glass |
4.90 |
0 |
3 |
zebra |
4.86 |
128 |
3 |
aircraft carrier |
4.93 |
0 |
4 |
bathtub |
4.92 |
311 |
4 |
birthday cake |
4.93 |
0 |
4 |
bread |
4.92 |
1445 |
4 |
butterfly |
4.93 |
281 |
4 |
camel |
4.93 |
256 |
4 |
clarinet |
4.92 |
80 |
4 |
computer |
4.93 |
3011 |
4 |
donut |
4.93 |
72 |
4 |
envelope |
4.93 |
513 |
4 |
eyeglasses |
4.92 |
34 |
4 |
grass |
4.93 |
856 |
4 |
hedgehog |
4.93 |
15 |
4 |
helmet |
4.92 |
483 |
4 |
hourglass |
4.93 |
49 |
4 |
keyboard |
4.93 |
92 |
4 |
map |
4.93 |
1623 |
4 |
nail |
4.93 |
951 |
4 |
owl |
4.93 |
286 |
4 |
pear |
4.93 |
68 |
4 |
pliers |
4.93 |
59 |
4 |
popsicle |
4.93 |
82 |
4 |
postcard |
4.93 |
211 |
4 |
rabbit |
4.93 |
1068 |
4 |
remote control |
4.93 |
0 |
4 |
school bus |
4.93 |
0 |
4 |
shark |
4.93 |
764 |
4 |
snail |
4.93 |
90 |
4 |
sock |
4.91 |
458 |
4 |
sword |
4.93 |
1335 |
4 |
toe |
4.93 |
647 |
4 |
t-shirt |
4.93 |
0 |
4 |
airplane |
4.96 |
557 |
5 |
anvil |
4.96 |
32 |
5 |
arm |
4.96 |
3336 |
5 |
asparagus |
4.96 |
50 |
5 |
backpack |
4.96 |
186 |
5 |
basketball |
4.97 |
1091 |
5 |
beard |
4.96 |
643 |
5 |
blackberry |
4.97 |
38 |
5 |
blueberry |
4.96 |
131 |
5 |
bracelet |
4.96 |
398 |
5 |
bridge |
4.97 |
2331 |
5 |
bucket |
4.96 |
511 |
5 |
castle |
4.96 |
1099 |
5 |
cello |
4.96 |
95 |
5 |
cow |
4.96 |
1301 |
5 |
dolphin |
4.96 |
141 |
5 |
dresser |
4.96 |
182 |
5 |
flip flops |
4.94 |
0 |
5 |
golf club |
4.97 |
0 |
5 |
laptop |
4.96 |
177 |
5 |
light bulb |
4.97 |
0 |
5 |
lighthouse |
4.96 |
157 |
5 |
lion |
4.96 |
783 |
5 |
lollipop |
4.96 |
91 |
5 |
mountain |
4.96 |
1805 |
5 |
moustache |
4.96 |
193 |
5 |
necklace |
4.96 |
497 |
5 |
oven |
4.97 |
453 |
5 |
pickup truck |
4.96 |
0 |
5 |
pineapple |
4.94 |
130 |
5 |
police car |
4.96 |
0 |
5 |
rain |
4.97 |
2494 |
5 |
shoe |
4.97 |
1550 |
5 |
shovel |
4.97 |
349 |
5 |
spider |
4.97 |
515 |
5 |
spoon |
4.96 |
388 |
5 |
steak |
4.96 |
828 |
5 |
stove |
4.96 |
387 |
5 |
suitcase |
4.97 |
683 |
5 |
swan |
4.96 |
348 |
5 |
swing set |
4.96 |
0 |
5 |
teapot |
4.96 |
44 |
5 |
telephone |
4.96 |
1651 |
5 |
tent |
4.96 |
892 |
5 |
toilet |
4.97 |
1474 |
5 |
toothpaste |
4.97 |
160 |
5 |
underwear |
4.96 |
1105 |
5 |
violin |
4.96 |
242 |
5 |
whale |
4.96 |
574 |
5 |
apple |
5.00 |
1207 |
6 |
axe |
5.00 |
249 |
6 |
banana |
5.00 |
547 |
6 |
baseball bat |
5.00 |
0 |
6 |
basket |
5.00 |
672 |
6 |
bat |
5.00 |
1052 |
6 |
bed |
5.00 |
9543 |
6 |
binoculars |
5.00 |
80 |
6 |
bird |
5.00 |
2318 |
6 |
cactus |
5.00 |
148 |
6 |
camera |
5.00 |
2907 |
6 |
carrot |
5.00 |
195 |
6 |
clock |
5.00 |
2990 |
6 |
coffee cup |
5.00 |
0 |
6 |
cookie |
5.00 |
852 |
6 |
cup |
5.00 |
2634 |
6 |
ear |
5.00 |
1632 |
6 |
elbow |
5.00 |
313 |
6 |
elephant |
5.00 |
580 |
6 |
finger |
5.00 |
1870 |
6 |
firetruck |
5.00 |
3 |
6 |
fish |
5.00 |
4258 |
6 |
flashlight |
5.00 |
302 |
6 |
flower |
5.00 |
1161 |
6 |
frog |
5.00 |
603 |
6 |
hamburger |
5.00 |
397 |
6 |
horse |
5.00 |
4737 |
6 |
house |
5.00 |
26214 |
6 |
ice cream |
5.00 |
0 |
6 |
knee |
5.00 |
749 |
6 |
ladder |
5.00 |
472 |
6 |
lantern |
5.00 |
103 |
6 |
leaf |
5.00 |
265 |
6 |
mailbox |
5.00 |
212 |
6 |
octopus |
5.00 |
99 |
6 |
palm tree |
5.00 |
0 |
6 |
parrot |
5.00 |
167 |
6 |
passport |
5.00 |
534 |
6 |
penguin |
5.00 |
147 |
6 |
pig |
5.00 |
1996 |
6 |
pillow |
5.00 |
581 |
6 |
pizza |
5.00 |
1709 |
6 |
saxophone |
5.00 |
86 |
6 |
sea turtle |
5.00 |
0 |
6 |
snake |
5.00 |
1140 |
6 |
stairs |
5.00 |
1212 |
6 |
strawberry |
5.00 |
282 |
6 |
tiger |
5.00 |
945 |
6 |
toothbrush |
5.00 |
255 |
6 |
tractor |
5.00 |
190 |
6 |
tree |
5.00 |
3315 |
6 |
umbrella |
5.00 |
382 |
6 |
vase |
5.00 |
196 |
6 |
wine bottle |
5.00 |
0 |
6 |
animal migration |
NA |
NA |
NA |
bottlecap |
NA |
NA |
NA |
ceiling fan |
NA |
NA |
NA |
floor lamp |
NA |
NA |
NA |
grapes |
NA |
NA |
NA |
hockey puck |
NA |
NA |
NA |
hot air balloon |
NA |
NA |
NA |
house plant |
NA |
NA |
NA |
matches |
NA |
NA |
NA |
paint can |
NA |
NA |
NA |
peas |
NA |
NA |
NA |
power outlet |
NA |
NA |
NA |
rollerskates |
NA |
NA |
NA |
see saw |
NA |
NA |
NA |
smiley face |
NA |
NA |
NA |
stitches |
NA |
NA |
NA |
stop sign |
NA |
NA |
NA |
string bean |
NA |
NA |
NA |
teddy-bear |
NA |
NA |
NA |
tennis racquet |
NA |
NA |
NA |
The Eiffel Tower |
NA |
NA |
NA |
The Great Wall of China |
NA |
NA |
NA |
The Mona Lisa |
NA |
NA |
NA |
waterslide |
NA |
NA |
NA |