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---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---
# MatchmakerMatrix
tags: classification, user profiles, preference analysis
_Note: This is an AI-generated dataset so its content may be inaccurate or false_
**Dataset Description:**
The 'MatchmakerMatrix' dataset is designed for researchers and developers in the field of machine learning, specifically those working on algorithms that can help improve the matching process on dating apps. The dataset contains various user profiles from a hypothetical dating app, each profile is associated with labels that represent the types of matches that users with similar profiles have found successful. The labels were determined based on a combination of user preferences, compatibility scores, and successful interactions from the dating app. The purpose of this dataset is to facilitate the development of classification models that predict the success of potential matches.
**CSV Content Preview:**
```
user_id,first_name,last_name,age,gender,education_level,height,weight,zodiac_sign,bio,preferred_distance,matches_made,labels
1001,John,Doe,29,Male,Bachelors,6ft,180lbs,Aries,"Enjoys outdoor activities, dog lover, looking for a serious relationship.",5,12,"Successful long-term relationship","Balanced chemistry, shared interests, and a strong emotional connection."
1002,Jane,Smith,27,Female,Masters,5ft 6,135lbs,Libra,"Professional with a passion for travel and art, seeking a partner who values culture and adventure.",3,7,"Developed a close friendship, potential for deeper connection", "Shared adventurous spirit, appreciation for culture, and open communication."
1003,Sam,Brown,35,Male,Doctorate,6ft 2,200lbs,Capricorn, "A successful entrepreneur, enjoys fine dining and gourmet food, open to casual dating but looking for someone with ambition.",10,15,"Many casual meet-ups, few deep conversations", "Different expectations in terms of relationship goals."
1004,Alex,Taylor,24,Female,Bachelors,5ft 4,120lbs,Gemini, "Ambitious career woman, loves books and technology, seeks someone who shares her intellectual curiosity.",2,5,"Several short-term relationships, potential for something more", "Great conversations, but no strong emotional connection."
1005,Linda,Johnson,32,Female,Bachelors,5ft 7,140lbs,Leo, "Adventurous spirit, loves sports and the outdoors, seeks a partner who is fun and outgoing.",4,8,"Several positive encounters, yet no lasting bond", "Shared love for the outdoors and adventures, but different relationship expectations."
```
**Source of the data:**
The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'dating app ':
- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=dating+app+&dataset=MatchmakerMatrix&tags=classification,+user+profiles,+preference+analysis
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
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