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--- |
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license: mit |
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language: |
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- en |
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- de |
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tags: |
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- Software Analysis |
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pretty_name: Mac App Store Applications Descriptions |
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size_categories: |
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- 10K<n<100K |
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--- |
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# Dataset Card for Macappstore Applications Descriptions |
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Mac App Store Applications descriptions extracted from the metadata from the public API. |
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- **Curated by:** [MacPaw Way Ltd.](https://huggingface.co/MacPaw) |
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<!---- **Funded by [optional]:** [More Information Needed] --> |
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<!--- **Shared by [optional]:** [MacPaw Inc.](https://huggingface.co/MacPaw) --> |
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- **Language(s) (NLP):** Mostly EN, DE |
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- **License:** MIT |
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## Dataset Details |
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This dataset is a combined and refined [Mac App Store Applications Metadata dataset](https://huggingface.co/datasets/MacPaw/macappstore-apps-metadata) subset. |
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The main idea behind its creation is to separate the description texts of the macOS apps for the convenience of further analysis. |
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<!--For the convenience of further analysis, we present the data as three separate datasets: metadata, release notes, and descriptions. |
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### Dataset Description |
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- **Repository:** [More Information Needed] |
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- **Paper [optional]:** [More Information Needed] |
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- **Demo [optional]:** [More Information Needed] |
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## Uses |
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### Direct Use |
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[More Information Needed] |
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### Out-of-Scope Use |
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<!--For the convenience of further analysis, we present the data as three separate datasets. --> |
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### Source Data |
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<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). --> |
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## Data Collection and Processing |
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The full application metadata was fetched by querying the iTunes Search API with |
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the request: |
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`https://itunes.apple.com/search?term={term} &country={country}&entity={entity}&genreId=genre &limit={limit}&offset={offset}},` |
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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. |
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Key related fields were selected, and entries were additionally classified by language using the [langdetect](https://pypi.org/project/langdetect/) library. |
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The relevant fields include the app name (`trackName`), bundle ID, language (`lang`), and the description itself. |
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The dataset primarily focuses on the description texts, |
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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. |
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The dominant languages are English (75%) and German (13%); the others have less than 600 entries (3%). |
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The data is organized in a single CSV file: `descriptions.csv`. |
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#### Who are the source data producers? |
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[More Information Needed] |
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### Annotations [optional] |
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#### Annotation process |
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#### Who are the annotators? |
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<!--[More Information Needed] |
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#### Personal and Sensitive Information |
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## Bias, Risks, and Limitations |
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### Recommendations |
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<!--Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations. |
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<!--## Citation |
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## Links |
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- [MacPaw Research](https://research.macpaw.com/) |
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- [Mac App Store Applications Metadata dataset](https://huggingface.co/datasets/MacPaw/macappstore-apps-metadata) |
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- [Mac App Store Applications Release Notes dataset](https://huggingface.co/datasets/MacPaw/macappstore-apps-release-notes) |
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<!--- |
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**BibTeX:** |
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[More Information Needed] |
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**APA:** |
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[More Information Needed] |
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## Glossary [optional] |
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<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. --> |
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<!---[More Information Needed] |
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## More Information [optional] |
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[More Information Needed] |
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## Dataset Card Authors [optional] |
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[More Information Needed]--> |
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## Dataset Card Contact |
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Feel free to reach out [email protected] if you have any questions or need further information about the dataset! |
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