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Bumble Dating App Reviews Dataset
Reviews & Ratings
Tags and Keywords
Trusted By
"No reviews yet"
Free
About
This dataset contains user reviews and comments from the Bumble dating application on the Google Play Store. Bumble is an online dating app where, in heterosexual matches, female users typically initiate the first contact. Beyond romantic connections, Bumble also facilitates finding friends through "BFF mode" and business networking via "Bumble Bizz". This dataset is valuable for understanding user experiences and sentiment towards the app.
Columns
- reviewId: A unique identifier for each user's review.
- userName: The name of the user who posted the review.
- userImage: A URL to the user's profile image.
- content: The textual comment or feedback provided by the user.
- score: The rating given by the user, ranging from 1 to 5.
- thumbsUpCount: The number of 'thumbs up' or likes a specific comment received.
- reviewCreatedVersion: The version number of the app on which the review was created.
- at: The date and time when the review was created.
- replyContent: The content of any reply made by the Bumble company to the user's comment.
- repliedAt: The date and time when the company's reply was posted.
Distribution
The dataset is typically provided as a data file, often in CSV format. It appears to contain a substantial number of records, with
reviewId having 168,651 unique values. The data quality is rated as 5 out of 5, and the version of this dataset is 1.0.Usage
This dataset is ideal for:
- Natural Language Processing (NLP) tasks, such as sentiment analysis of user comments.
- Market research to gain insights into user satisfaction and preferences regarding dating apps.
- Analysing app performance based on user ratings and feedback.
- Studying trends in social networks and popular culture related to online dating.
- Identifying common user issues or popular features within the Bumble app.
Coverage
The dataset is global in its geographic scope. The reviews span a time period from 29 November 2015 to 28 June 2025. It primarily covers the experiences of Google Play Store users of the Bumble app. As of June 2016, 46.2% of Bumble's users were female.
License
CC-BY
Who Can Use It
- Data scientists and machine learning engineers interested in text analysis and sentiment modelling.
- App developers seeking direct user feedback to improve application features and user experience.
- Researchers focusing on online dating dynamics, social media behaviour, and popular culture.
- Businesses aiming to understand consumer sentiment and competitive landscapes in the social networking and dating industries.
Dataset Name Suggestions
- Bumble Google Play Reviews
- Bumble App User Feedback
- Bumble Play Store Ratings
- Bumble Dating App Reviews Dataset
Attributes
Original Data Source: Bumble Dating App - Google Play Store Review
QUALITY