Source: apps.apple.com · Collected: 2021 · Format: CSV
Description
Unlock the power of user feedback with our iOS App Store Reviews Dataset, a comprehensive collection of reviews from thousands of apps across various categories. This robust App Store dataset includes essential details such as app names, ratings, user comments, timestamps, and more, offering valuable insights into user experiences and preferences.
Perfect for app developers, marketers, and data analysts, this dataset allows you to conduct sentiment analysis, monitor app performance, and identify trends in user behavior. By leveraging the iOS App Store Reviews Dataset, you can refine app features, optimize marketing strategies, and elevate user satisfaction.
Whether you’re tracking mobile app trends, analyzing specific app categories, or developing data-driven strategies, this App Store dataset is an indispensable tool. Download the iOS App Store Reviews Dataset today or contact us for custom datasets tailored to your unique project requirements.
Ready to take your app insights to the next level? Get the iOS App Store Reviews Dataset now or explore our custom data solutions to meet your needs.
Data fields
Use cases
Compare user feedback and ratings across more than 100 countries.
Understand how customer satisfaction differs by country and market.
Discover recurring keywords, complaints, and feature requests that influence ratings.
Identify usability issues, bugs, and enhancement opportunities from large-scale user feedback.
Train language models using real-world app reviews collected from multiple regions.
Automatically summarize millions of reviews into actionable insights.
Benchmark competing applications using ratings and review trends across international markets.
Detect recurring themes such as performance, pricing, usability, subscriptions, and customer support.
Measure how software updates influence user ratings and feedback over time.
Build dashboards that track customer satisfaction, emerging issues, and product perception.
Frequently asked questions
The dataset covers App Store reviews from 102 countries, making it suitable for global market analysis.
Yes. Country information allows you to compare user feedback, ratings, and satisfaction across international markets.
Yes. App version data is available for many reviews, making it possible to evaluate the impact of updates on user sentiment.
Yes. Reviews are collected from multiple countries, making the dataset valuable for multilingual NLP and cross-market research.
Yes. Review titles and detailed feedback can be analyzed to uncover recurring requests, usability issues, and customer expectations.
Sample data preview
| _id | app_id | app_name | country | crawled_at | date | isEdited | rating | review | title | url | userName | developerResponse |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| f1d56d5d-73bf-5544-91c1-ece41d80c5bc | 363590051 | netflix | bn | 2021-03-02 09:59:20 | 2018-12-13 01:13:12 | false | 4 | Since the latest update, the addition of fast forward/backward buttons is a godsend. Can you please add setting for contrast? Most of the series/movies becomes unviewable when night/dark scenes pops up | Contrast setting | https://apps.apple.com/bn/app/netflix/id363590051 | Iken82 | |
| 3ea162f0-db6a-515d-a3a8-6c523f027108 | 363590051 | netflix | bn | 2021-03-02 09:59:20 | 2018-11-29 05:48:10 | false | 3 | Please make the download movies available to all devices that use the same account. I downloaded movies and dramas using the apps in my phone but once I use the app in my laptop my download is not list in there. It can only be seen only in phone. Make it applicable to all if use the same account. Please fix this. Make all the downloaded movies to one account. Not different devices or apps. Thank you. | Downloads | https://apps.apple.com/bn/app/netflix/id363590051 | AZ H M ANZ | |
| 8d094b99-3c8d-5c78-9413-444d35733197 | 363590051 | netflix | bn | 2021-03-02 09:59:20 | 2020-09-03 09:45:35 | false | 5 | I found in YouTube there is another anime season about Meliodas can u put another season there are two more seasons pls put them in the meliodas anime pls pls 🥺🥺🥺🥺 | Make a new season | https://apps.apple.com/bn/app/netflix/id363590051 | godzzlia | |
| f4e36bcd-d2c5-5a7a-9805-70dbf01fdae3 | 363590051 | netflix | bn | 2021-03-02 09:59:20 | 2018-04-05 14:22:59 | false | 1 | I would like to pay, It says cannot, I would Like to cancel streaming also cannot, what do i do? Can Netflix Reply and help | Payment Method Error | https://apps.apple.com/bn/app/netflix/id363590051 | leong4331 | |
| 7f82b6bd-d61e-5192-9920-b1ff85d1d46d | 544007664 | youtube | td | 2021-03-04 17:38:08 | 2019-02-21 18:04:55 | false | 4 | Ça nous aide | Bien | https://apps.apple.com/td/app/youtube/id544007664 | Mahamout | |
| db6af58a-4800-56a7-b754-e45d1ed5635f | 544007664 | youtube | td | 2021-03-04 17:38:08 | 2020-12-28 08:50:04 | false | 5 | the only remark is the fact that we cannot put the screen in index to be on other application | Only remark | https://apps.apple.com/td/app/youtube/id544007664 | Gkennth | |
| 8d967656-26a7-5270-b726-595fcc8f3d57 | 544007664 | youtube | td | 2021-03-04 17:38:08 | 2020-06-06 01:04:34 | false | 5 | Very interesting | Nice | https://apps.apple.com/td/app/youtube/id544007664 | nteva | |
| 68dc31d8-7bbb-5c94-97bb-b963c0fc8c9c | 544007664 | youtube | td | 2021-03-04 17:38:08 | 2020-10-30 21:33:39 | false | 5 | Notre star unique on t love | Biyami | https://apps.apple.com/td/app/youtube/id544007664 | benyako |
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