Datasets:
license: mit
language:
- en
- de
tags:
- Software Analysis
pretty_name: Mac App Store Applications Release Notes
size_categories:
- 10K<n<100K
Dataset Card for Macappstore Applications Release Notes
Mac App Store Applications release notes extracted from the metadata from the public API.
- Curated by: MacPaw Inc.
- Language(s) (NLP): Mostly EN, DE
- License: MIT
Dataset Details
This dataset is a combined and refined Mac App Store Applications Metadata dataset subset. The main idea behind its creation is to separate the release notes texts of the macOS apps for the convenience of further analysis.
Data Collection and Processing
The full application metadata was fetched by querying the iTunes Search API with the request:
https://itunes.apple.com/search?term={term} &country={country}&entity={entity}&genreId=genre &limit={limit}&offset={offset}},
where the term parameter was selected in a way that maximized app types and skipped games; country and offset had to be specified to avoid the API limitations.
Key fields related to release notes were selected, and entries were additionally classified by language using the langdetect library.
The relevant fields include the app name (trackName), bundle ID, release date, current version release date, language (lang), and the release notes themselves.
The dataset primarily focuses on the release notes texts,
so the collected data of over 87,000 samples was additionally cleaned from missing values and deduplicated by this attribute. As a result, over 24,000 apps with unique release notes texts were obtained.
The dominant languages are English (75%) and German (13%); the others have less than 600 entries (3%).
The data is organized in a single CSV file: release-notes.csv.
Links
Dataset Card Contact
Feel free to reach out tech-research@macpaw.com if you have any questions or need further information about the dataset!