marriage survey results: an analysis

hey! a couple weeks ago, i conducted a survey asking ensemble stars fans which characters they deemed to be the most and least desirable for marriage. the results are available here (most desirable) and here (least desirable). i had lots of fun running the survey and i wanted to do an analysis of all the results and data, so here we are!

character data, such as name, image color, and renders, is provided by makotools. thank you so much!

(psst, i recommend viewing this site on desktop!)

ranking summary

for those who need a recap, here are the top five rankers for each category.

most desirable

110
Kuro
70
Arashi
68
Niki
65
Adonis
62
Mao

least desirable

110
Rinne
71
Eichi
59
Izumi
57
Shu
57
Tori

total results

one thing i wanted to analyze is how many votes each character got between most and least desirable. i wanted to view these results side-by-side to see if there were a stark contrast between a character's most desirable and least desirable vote count. i decided the best way to do this was to create a bar graph that show cased the number of least desirable votes as a negative number and the most desirable votes as a positive number. therefore, the number of least desirable votes will show up on the left side of the graph and the most desirable votes will show up on the right side.

hover over each bar (or tap if you're on a mobile device!) to view more details.

least desirable
most desirable
least desirable
most desirable

comparing words

there were some words that kept coming up when i was reading through the responses. i wrote some code to analyze where these words occur the most. the units for these charts is based on the number of responses found that contain these phrases.

most desirable occurences

malewife

these are the characters who were referred to as a "malewife" the most often.

phrases i searched for: "malewife", "male wife"

kuro kiryu
kuro kiryu
19 responses
yuzuru fushimi
yuzuru fushimi
10 responses
adonis otogari
adonis otogari
5 responses
niki shiina
niki shiina
5 responses
mao isara
mao isara
4 responses
runners up: madara, chiaki, jun, tatsumi, rinne, ritsu, arashi, keito, mika, shu

babygirl

these are the characters who were referred to as a "babygirl" the most often.

phrases i searched for: "babygirl", "baby girl", "bbygirl", "bbygrl", "bbg", "bbgorl"

kaoru hakaze
kaoru hakaze
7 responses
keito hasumi
keito hasumi
3 responses
chiaki morisawa
chiaki morisawa
3 responses
mao isara
mao isara
2 responses
shu itsuki
shu itsuki
2 responses
runners up: arashi, kuro, tsumugi, madara, jun

wife & girlfriend

you guys considered these characters to be wife material (so true).

phrases i searched for: " wife", " wife.", " wife,", "girlfriend", " gf "

kuro kiryu
kuro kiryu
23 responses
arashi narukami
arashi narukami
19 responses
niki shiina
niki shiina
14 responses
kaoru hakaze
kaoru hakaze
7 responses
shu itsuki
shu itsuki
7 responses
runners up: tatsumi, souma, mao, tsumugi, keito, izumi, chiaki, mika, mayoi, koga, yuzuru, nazuna, jin, madara, hiyori, seiya, rinne

normalness & stabiltiy

these characters had the most references to being normal when analyzing what makes them desirable.

phrases i searched for: " normal", " stable", " sane", "some guy", "just some guy", "just a guy"

jun sazanami
jun sazanami
12 responses
nazuna nito
nazuna nito
8 responses
kuro kiryu
kuro kiryu
7 responses
chiaki morisawa
chiaki morisawa
5 responses
adonis otogari
adonis otogari
4 responses
runners up: arashi, niki, hokuto, makoto, souma, keito, kaoru, izumi, akiomi, tsumugi, nagisa, rinne, himeru

physical appearance

these characters have a strong physical appearance when it comes to the majority of responses.

phrases i searched for: "pretty", "beautiful", "prettier", "attractive", "attracted", " hot", "handsome", "sexy"

kuro kiryu
kuro kiryu
14 responses
arashi narukami
arashi narukami
12 responses
niki shiina
niki shiina
6 responses
souma kanzaki
souma kanzaki
5 responses
keito hasumi
keito hasumi
5 responses
runners up: izumi, chiaki, wataru, adonis, yuzuru, eichi, rei, shu, madara, jun, nagisa, himeru, hokuto, nazuna, ibara, tatsumi, akiomi, natsume, seiya, mayoi, rinne

least desirable occurences

if you are sensitive to character criticism or seeing your favorite here, i recommend turning back now.

physical unattractiveness

many people have pointed to these characters' unappealing looks for a reason to not marry them.

phrases i searched for: "ugly", "unattractive", "hideous"

izumi sena
izumi sena
5 responses
tori himemiya
tori himemiya
2 responses
jin sagami
jin sagami
2 responses
tsumugi aoba
tsumugi aoba
2 responses
subaru akehoshi
subaru akehoshi
1 response
runners up: eichi, kaoru, leo, sora, madara

clash in sexuality

responders deemed these characters as undesirable due to differences in sexuality.

phrases i searched for: "gay", "lesbian"

eichi tenshouin
eichi tenshouin
2 responses
kaoru hakaze
kaoru hakaze
1 response
leo tsukinaga
leo tsukinaga
1 response
shu itsuki
shu itsuki
1 response

no homewrecking!

according to you guys, these characters are already married and are therefore emotionally unavailable.

phrases i searched for: "already married", "homewrecker"

mika kagehira
mika kagehira
4 responses
seiya hidaka
seiya hidaka
3 responses
keito hasumi
keito hasumi
1 response
eichi tenshouin
eichi tenshouin
1 response
kanata shinkai
kanata shinkai
1 response
runners up: shu

try it yourself

input words or phrases to see which characters have responses that contain those words or phrases.

most desirable
least desirable
chosen words:
no responses :(

word cloud

to further analyze the words that appeared the most often in people's responses, i decided to create some word clouds for each character. the reason why word clouds is in quotes is because i don't really know how to make a proper word cloud, so i'll only analyze frequency by font size and text color.

most desirable
least desirable

select a character

Hokuto Hidaka
hokuto hidaka
Makoto Yuuki
makoto yuuki
Souma Kanzaki
souma kanzaki
Adonis Otogari
adonis otogari
Koga Ogami
koga ogami
Ritsu Sakuma
ritsu sakuma
Mao Isara
mao isara
Yuzuru Fushimi
yuzuru fushimi
Arashi Narukami
arashi narukami
Keito Hasumi
keito hasumi
Eichi Tenshouin
eichi tenshouin
Kaoru Hakaze
kaoru hakaze
Izumi Sena
izumi sena
Chiaki Morisawa
chiaki morisawa
Kuro Kiryu
kuro kiryu
Wataru Hibiki
wataru hibiki
Kanata Shinkai
kanata shinkai
Rei Sakuma
rei sakuma
Nazuna Nito
nazuna nito
Jin Sagami
jin sagami
Akiomi Kunugi
akiomi kunugi
Leo Tsukinaga
leo tsukinaga
Mika Kagehira
mika kagehira
Shu Itsuki
shu itsuki
Natsume Sakasaki
natsume sakasaki
Tsumugi Aoba
tsumugi aoba
Madara Mikejima
madara mikejima
Hiyori Tomoe
hiyori tomoe
Jun Sazanami
jun sazanami
Nagisa Ran
nagisa ran
Ibara Saegusa
ibara saegusa
Mayoi Ayase
mayoi ayase
Tatsumi Kazehaya
tatsumi kazehaya
Rinne Amagi
rinne amagi
HiMERU
himeru
Niki Shiina
niki shiina

conclusion

thank you for taking the time to go thru this page! i hope you had as much fun analyzing things as i did. if you think i should keep doing things like this lemme know via curiouscat! i also have a buy me a coffee account if you appreciate my analyzing efforts (nothing expected tho, i just did this for fun haha).

see you guys later!

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