Psychol Sci October 2017 PMID 28853645

Is Romantic Desire Predictable? Machine Learning Applied to Initial Romantic Attraction.

Samantha Joel, Paul W Eastwick, Eli J Finkel

Mentions

28
Peak: 4 in Jun 2024
across 6 sources since Sep 2017

Extended reach

1,713,218
potential audience

Total likes

55,690

Video views

1,700,240

Mentions per month

Sep 2017 – Oct 2025

Where it's discussed

  • X / Twitter11 posts
  • News6 articles
  • Bluesky3 posts
  • Instagram3 posts
  • Reddit3 posts
  • YouTube2 videos

AI synopsis

What people are saying

Several exchanges highlight curiosity about the research’s methodology and implications, such as the mention of machine learning techniques like random forests and references to supplementary videos that explain the concepts. The tone ranges from neutral to interested, reflecting a recognition of the study’s relevance but not overwhelming enthusiasm.

AgreementModerate agreement

Most discussions recognize the article's findings as valuable, with some referencing the use of machine learning methods and their implications for understanding romantic attraction.

InterestModerate interest

Participants show moderate curiosity, often referencing the research and related videos, indicating some engagement but not deeply passionate.

EngagementModerate engagement

Posts include mentions of the research process, errors, and related resources, suggesting a moderate level of analytical involvement.

ImpactModerate impact

The discussions hint at the significance of the findings, especially the challenge in predicting romantic desire, which could influence future research and social understanding.

Abstract in brief

  • The study investigates how well individual traits and preferences predict romantic attraction and desire using machine learning methods during speed-dating events.
  • It finds that self-reported measures can explain some variations in attraction (4%-18% for actor variance and 7%-27% for partner variance) but fail to predict relationship variance.
  • This indicates that the compatibility aspects of romantic connections are hard to anticipate before two people actually meet in person.

Top posts

Most liked on X and Bluesky
ERROR
@error_reviews · X

New paper under review! Florian Pargent is checking "Is romantic desire predictable? Machine learning applied to initial romantic attraction" by @datingdecisions, @PaulEastwick, & @EliJFinkel for errors. https://t.co/FGzkRjvVkI

Jun 11, 2024 · 8 likes · 4 shares · 580 followers View post →
Ержан
@voznikaet · X

читаем https://t.co/yaAeaa784u

Aug 22, 2023 · 6 likes · 420 followers View post →
ERROR
@error.reviews · Bluesky

New paper under review! Florian Pargent is checking "Is romantic desire predictable? Machine learning applied to initial romantic attraction" by @datingdecisions.bsky.social, @pauleastwick.bsky.social, & @elijfinkel.bsky.social for errors. error.reviews/reviews/joel...

Jun 12, 2024 · 6 likes · 3 shares View post →
AthenaRubyblade |
@AthenaRubyblade · X

@fisky_5 This short video might help too

May 7, 2024 · 2 likes · 564 followers View post →
Sambill
@Snake_Demon_ · X

@sodablop https://t.co/XKBtMBxy3X

Jan 21, 2025 · 2 likes · 160 followers View post →
Ruben C. Arslan
@rubenarslan · X

RT @error_reviews: New paper under review! Florian Pargent is checking "Is romantic desire predictable? Machine learning applied to initial…

Jun 11, 2024 · 4 shares · 4,670 followers View post →

All mentions

Jefferson Clark
@Jeffers63904838 · X

https://t.co/wZeKW8sz9N

Sep 18, 2025 · 156 followers View post →
Jefferson Clark
@jeffersonclark7.bsky.social · Bluesky

youtu.be/X6QkzqtkrmY?...

Sep 18, 2025 View post →
Gina Soprano
@Soprano2Gina · X

Do You Actually Like Them? (Even If You Don't Think So) https://t.co/ZR3YHZpRh1 via @YouTube

Mar 20, 2025 · 16 followers View post →
Sambill
@Snake_Demon_ · X

@sodablop https://t.co/XKBtMBxy3X

Jan 21, 2025 · 2 likes · 160 followers View post →
ERROR
@error.reviews · Bluesky

New paper under review! Florian Pargent is checking "Is romantic desire predictable? Machine learning applied to initial romantic attraction" by @datingdecisions.bsky.social, @pauleastwick.bsky.social, & @elijfinkel.bsky.social for errors. error.reviews/reviews/joel...

Jun 12, 2024 · 6 likes · 3 shares View post →
Ruben C. Arslan
@rubenarslan · X

RT @error_reviews: New paper under review! Florian Pargent is checking "Is romantic desire predictable? Machine learning applied to initial…

Jun 11, 2024 · 4 shares · 4,670 followers View post →
Ian Hussey
@ianhussey · X

RT @error_reviews: New paper under review! Florian Pargent is checking "Is romantic desire predictable? Machine learning applied to initial…

Jun 11, 2024 · 4 shares · 2,614 followers View post →
ERROR
@error_reviews · X

New paper under review! Florian Pargent is checking "Is romantic desire predictable? Machine learning applied to initial romantic attraction" by @datingdecisions, @PaulEastwick, & @EliJFinkel for errors. https://t.co/FGzkRjvVkI

Jun 11, 2024 · 8 likes · 4 shares · 580 followers View post →
AthenaRubyblade |
@AthenaRubyblade · X

@fisky_5 This short video might help too

May 7, 2024 · 2 likes · 564 followers View post →
Ержан
@voznikaet · X

читаем https://t.co/yaAeaa784u

Aug 22, 2023 · 6 likes · 420 followers View post →
織田真理
@kuins · X

RT @eeghor: Is Romantic Desire Predictable? #MachineLearning Applied to Initial Romantic Attraction https://t.co/xbhX3VbaJx #RandomForests…

Nov 22, 2021 · 2 shares · 2,646 followers View post →
The Python Kingdom
@KingdomPython · X

RT @eeghor: Is Romantic Desire Predictable? #MachineLearning Applied to Initial Romantic Attraction https://t.co/xbhX3VbaJx #RandomForests…

Jun 8, 2020 · 2 shares · 44 followers View post →
Igor Korostil
@eeghor · X

Is Romantic Desire Predictable? #MachineLearning Applied to Initial Romantic Attraction https://t.co/xbhX3VbaJx #RandomForests #DataScience

Jun 8, 2020 · 2 shares · 947 followers View post →
Kirk Murphy's Migrated Twitter
@kirkmurphystwitter.bsky.social · Bluesky

Is Romantic Desire Predictable? Machine Learning Applied to Initial Romantic Attraction. - PubMed - NCBI https://www.ncbi.nlm.nih.gov/pubmed/28853645/?

Sep 4, 2017 View post →
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Dec 13, 2025 View →
ان الله مع الصابرین
Instagram

... , 1478–1489. https://doi.org/10.1177/0956797617714580. more. View 1 comment. November 1 · mahnaz_kebria's profile picture · mahnaz_kebria. •.

Oct 4, 2025 View →
「性张力」拉满的6个时刻_吸引力_性格_男性
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... 10.1177/0956797617714580. Janz et al. Individual differences in dispositional mindfulness and initial romantic attraction: A speed dating ...

Mar 4, 2024 View →
网恋和线下相亲哪个更靠谱?看看最新研究
News

org/10.1177/0956797617714580. 酷炫脑长期征集脑科学、心理学类文章,欢迎投稿. 投稿请发邮箱:2829023503@qq.com. 特别声明. 本文为澎湃号作者或机构在 ...

Feb 11, 2024 View →
*چرا انسانهایی که به اخلاق باور دارند دست به شرارت می‌زنند؟* هیتلر ...
Instagram

... , 1478–1489. https://doi.org/10.1177/0956797617714580. more. View 1 comment. November 1 · mahnaz_kebria's profile picture. mahnaz_kebria. •.

Sep 28, 2022 View →
افسانه شماره ۷: رابطه سالم یعنی رابطه بدون تعارض واقعیت : تعارض ...
Instagram

... , 1478–1489. https://doi.org/10.1177/0956797617714580. more. View 1 comment. 3 days ago · mahnaz_kebria's profile picture · mahnaz_kebria. •.

Aug 11, 2022 View →
I'm Dr. Samantha Joel. My team and I use AI to predict the ...
Reddit

... 10.1177/0956797617714580). So we were pleased to find that we could predict up to 18% of the variance in relationship quality over time. It's ...

Aug 7, 2020 View →
私はサマンサ・ジョエル博士です。私のチームは、AIを使って ...
Reddit

com/doi/full/10.1177/0956797617714580?casa_token=SinsSsmAG6EAAAAA%3Ah1e4KUls_Ohk0ODleHlTLpD7l94PfX0R9GZ2yMVjR--ERRHNwSHkymy7nD1WOeJh3enfqRf ...

Aug 7, 2020 View →
Ik ben Dr. Samantha Joel. Mijn team en ik gebruiken AI om de ...
Reddit

... 10.1177/0956797617714580 ). Dus we waren blij te ontdekken dat we tot 18% van de variantie in relatiekwaliteit in de loop van de tijd konden ...

Aug 7, 2020 View →
Science can't forecast love
News

Machine learning applied to initial romantic attraction. Psychological Science. Published online August 30, 2017. doi: 10.1177/0956797617714580.

Sep 11, 2017 View →
A magic formula to predict attraction is more elusive than ever ...
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DOI. 10.1177/0956797617714580. Disclaimer: AAAS and EurekAlert ... 10.1177/0956797617714580. Keywords. /Applied sciences and engineering ...

Aug 30, 2017 View →
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Machine Learning Applied to Initial Romantic Attraction. Psychological Science, 2017; 095679761771458 DOI: 10.1177/0956797617714580. Cite This ...

Aug 30, 2017 View →