appmetadata and readme
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AppMetadata.csv
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mobileviews_index_0-291197.csv → MobileViews_index_0-291197.csv
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mobileviews_index_300000-522301.csv → MobileViews_index_300000-522301.csv
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README.md
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| 1 |
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# MobileViews: A Large-Scale Mobile GUI Dataset
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**MobileViews** is a large-scale dataset designed to support research in mobile user interface (UI) analysis and mobile agents. It contains over **600,000** mobile UI screenshot-view hierarchy (VH) pairs collected from approximately **20,000 apps** on the Google Play Store.
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## Dataset Overview
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The dataset consists of multiple `.tar.gz` files containing screenshot-VH pairs and corresponding CSV index files that map each screenshot to its VH:
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- `MobileViews_0-291197.tar.gz` and `MobileViews_index_0-291197.csv`: The first set of screenshot-VH pairs, containing IDs from 0 to 291197.
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- `MobileViews_300000-522301.tar.gz` and `MobileViews_index_300000-522301.csv`: The second set of screenshot-VH pairs, containing IDs from 300000 to 522301.
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- `AppMetadata.csv`: App metadata for **15,000 apps** from the Google Play Store, retrieved in **June 2024**.
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### Index CSV Columns
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Each index CSV file contains the following columns, mapping each screenshot to its corresponding view hierarchy:
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| Column | Description |
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|--------------|-------------------------------------------|
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| `Image File` | Filename of the screenshot (e.g., 0.jpg) |
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| `JSON File` | Filename of the view hierarchy (e.g., 0.json) |
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**Example:**
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```csv
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Image File,JSON File
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300000.jpg,300000.json
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300001.jpg,300001.json
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300002.jpg,300002.json
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```
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Each `.tar.gz` file contains both the screenshots (JPG) and view hierarchy files (JSON).
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### AppMetadata.csv Columns
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The `AppMetadata.csv` file contains detailed information about each app. The columns are as follows:
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| Column | Description |
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|---------------------|------------------------------------------------------------------|
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| `title` | App title |
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| `installs` | Number of installs |
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| `minInstalls` | Minimum number of installs |
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| `realInstalls` | Real number of installs |
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| `score` | App score (rating) |
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| `ratings` | Number of ratings |
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| `reviews` | Number of reviews |
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| `histogram` | Rating distribution |
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| `price` | App price |
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| `free` | Indicates if the app is free (True/False) |
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| `offersIAP` | Offers in-app purchases (True/False) |
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| `inAppProductPrice` | In-app product price |
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| `developer` | Developer name |
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| `developerId` | Developer ID |
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| `genre` | App genre |
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| `genreId` | Genre ID |
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| `categories` | App categories |
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| `contentRating` | Content rating (e.g., Everyone, Teen) |
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| `adSupported` | Indicates if the app is ad-supported (True/False) |
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| `containsAds` | Indicates if the app contains ads (True/False) |
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| `released` | App release date |
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| `lastUpdatedOn` | Date of the latest update |
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| `appId` | Unique app identifier |
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## How to Use
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1. Download the dataset files (`.tar.gz` and `.csv`).
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2. Extract the `.tar.gz` files to access the screenshot-VH pairs:
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```bash
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# Extract the first set of data
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tar -xzvf MobileViews_0-291197.tar.gz
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# Extract the second set of data
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tar -xzvf MobileViews_300000-522301.tar.gz
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```
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3. Use the corresponding index CSV file to match each pair based on their IDs.
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## Citation
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```
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@misc{gao2024mobileviewslargescalemobilegui,
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title={MobileViews: A Large-Scale Mobile GUI Dataset},
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author={Longxi Gao and Li Zhang and Shihe Wang and Shangguang Wang and Yuanchun Li and Mengwei Xu},
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year={2024},
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eprint={2409.14337},
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archivePrefix={arXiv},
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primaryClass={cs.HC},
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url={https://arxiv.org/abs/2409.14337},
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}
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```
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