datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
apple-app-store-labels-policiesmac-app-store-apps-metadata
Dataset Card for Macappstore Applications Metadata
📌 Dataset status: static snapshot (no scheduled updates). The data was collected from the public iTunes Search API between December 2023 and January 2024 and reflects the Mac App Store as of that period. The dataset is stable and remains available for research use; it is not refreshed on a schedule.
Mac App Store Applications Metadata sourced by the public API.
Curated by: MacPaw Way Ltd.
Language(s) (NLP): Mostly EN, DE… See the full description on the dataset page: https://huggingface.co/datasets/macpaw-research/mac-app-store-apps-metadata.app-store-apps-charts-reviews-sample
App Store Apps, Charts & Review Sentiment — Free Sample
Free samples from a mobile-app intelligence dataset of 6,384 chart apps built entirely from Apple's official public APIs (iTunes RSS charts, Search & Lookup) plus Google Play public pages: app metadata, chart-rank snapshots, review-derived sentiment metrics, and a unique "Category Opportunity Index" that ranks every US App Store category by high demand × low rating — where the most underserved app markets are.
➡️ Full… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/app-store-apps-charts-reviews-sample.play-and-apple-app-store-metricsApps and their latest metrics as collected by AppGoblin. AppGoblin is an open source mobile app analytics, aso and ad security research platform.
More free mobile app datasets from AppGoblin:
https://appgoblin.info/free-app-datasets
shopify-app-store-scraper
Shopify App Store Scraper
List Shopify App Store apps and get one structured row per app, with developer, star rating, review count, every advertised pricing plan and the app's rank in its category.
Rows in this dataset
3,880
Fields
26
Collector runs behind it
87
Most recent observation
2026-08-04
Browsable presentation
https://reapx.dev/data/shopify-app-store-scraper/ — 1,625 entity pages
Run the collector yourself… See the full description on the dataset page: https://huggingface.co/datasets/reapxdev/shopify-app-store-scraper.app-store-reviews-scraper
App Store Reviews Scraper
Scrape Apple App Store reviews, star ratings and app version history for any iOS app in any country storefront. No login, no API key.
Rows in this dataset
23,048
Fields
43
Collector runs behind it
88
Most recent observation
2026-08-04
Browsable presentation
https://reapx.dev/data/app-store-reviews-scraper/ — 176 entity pages
Run the collector yourself
https://apify.com/reapx/app-store-reviews-scraper
What this is… See the full description on the dataset page: https://huggingface.co/datasets/reapxdev/app-store-reviews-scraper.app-store-data-api-sample-data
Apple App Store API — Apps, Reviews, Ratings & ASO
Unofficial Apple App Store API in one Apify actor. 10 endpoints: app details, search, reviews, top charts, similar apps, developer profiles, autocomplete, rating histograms, privacy labels, version history. Pure HTTP, sub-3s cold start, batch & parallel. For iOS devs, ASO and AI tools.
What the actor scrapes
🍎 Apple App Store API — Scrape iOS Apps, Reviews, Ratings & ASO Data Unofficial Apple App Store API in a… See the full description on the dataset page: https://huggingface.co/datasets/logiover/app-store-data-api-sample-data.