|
--- |
|
annotations_creators: |
|
- found |
|
language_creators: |
|
- found |
|
language: |
|
- en |
|
license: |
|
- unknown |
|
multilinguality: |
|
- monolingual |
|
size_categories: [] |
|
source_datasets: |
|
- original |
|
task_categories: |
|
- other |
|
task_ids: [] |
|
pretty_name: Rico |
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tags: |
|
- graphic design |
|
dataset_info: |
|
features: |
|
- name: ui_number |
|
dtype: int32 |
|
- name: app_package_name |
|
dtype: string |
|
- name: interaction_trace_number |
|
dtype: string |
|
- name: ui_number_in_trace |
|
dtype: string |
|
splits: |
|
- name: metadata |
|
num_bytes: 2880097 |
|
num_examples: 66261 |
|
download_size: 960113 |
|
dataset_size: 2880097 |
|
configs: |
|
- config_name: default |
|
data_files: |
|
- split: metadata |
|
path: data/metadata-* |
|
--- |
|
|
|
# Dataset Card for Rico |
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[](https://github.com/shunk031/huggingface-datasets_Rico/actions/workflows/ci.yaml) |
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## Table of Contents |
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- [Dataset Card Creation Guide](#dataset-card-creation-guide) |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Initial Data Collection and Normalization](#initial-data-collection-and-normalization) |
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- [Who are the source language producers?](#who-are-the-source-language-producers) |
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- [Annotations](#annotations) |
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- [Annotation process](#annotation-process) |
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- [Who are the annotators?](#who-are-the-annotators) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** http://www.interactionmining.org/rico.html |
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- **Repository:** https://github.com/shunk031/huggingface-datasets_Rico |
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- **Paper (UIST2017):** https://dl.acm.org/doi/10.1145/3126594.3126651 |
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### Dataset Summary |
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Rico: A Mobile App Dataset for Building Data-Driven Design Applications |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages |
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[More Information Needed] |
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|
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## Dataset Structure |
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### Data Instances |
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- UI screenshots and view hierarchies |
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|
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```python |
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import datasets as ds |
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dataset = ds.load_dataset( |
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path="shunk031/Rico", |
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name="ui-screenshots-and-view-hierarchies", |
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) |
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``` |
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- UI metadata |
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|
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```python |
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import datasets as ds |
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dataset = ds.load_dataset( |
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path="shunk031/Rico", |
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name="ui-metadata", |
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) |
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``` |
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|
|
- UI layout vectors |
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|
|
```python |
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import datasets as ds |
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|
|
dataset = ds.load_dataset( |
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path="shunk031/Rico", |
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name="ui-layout-vectors", |
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) |
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``` |
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|
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- Interaction traces |
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|
|
```python |
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import datasets as ds |
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|
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dataset = ds.load_dataset( |
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path="shunk031/Rico", |
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name="interaction-traces", |
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) |
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``` |
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- [WIP] Animations |
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```python |
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import datasets as ds |
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dataset = ds.load_dataset( |
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path="shunk031/Rico", |
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name="animations", |
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) |
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``` |
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- Play store metadata |
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|
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```python |
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import datasets as ds |
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dataset = ds.load_dataset( |
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path="shunk031/Rico", |
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name="play-store-metadata", |
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) |
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``` |
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- UI screenshots and hierarchies with semantic annotations |
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|
|
```python |
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import datasets as ds |
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dataset = ds.load_dataset( |
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path="shunk031/Rico", |
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name="ui-screenshots-and-hierarchies-with-semantic-annotations", |
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) |
|
``` |
|
|
|
### Data Fields |
|
|
|
[More Information Needed] |
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|
|
### Data Splits |
|
|
|
[More Information Needed] |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
|
|
|
### Source Data |
|
|
|
[More Information Needed] |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed] |
|
|
|
#### Who are the source language producers? |
|
|
|
[More Information Needed] |
|
|
|
### Annotations |
|
|
|
[More Information Needed] |
|
|
|
#### Annotation process |
|
|
|
[More Information Needed] |
|
|
|
#### Who are the annotators? |
|
|
|
[More Information Needed] |
|
|
|
### Personal and Sensitive Information |
|
|
|
[More Information Needed] |
|
|
|
## Considerations for Using the Data |
|
|
|
### Social Impact of Dataset |
|
|
|
[More Information Needed] |
|
|
|
### Discussion of Biases |
|
|
|
[More Information Needed] |
|
|
|
### Other Known Limitations |
|
|
|
[More Information Needed] |
|
|
|
## Additional Information |
|
|
|
### Dataset Curators |
|
|
|
[More Information Needed] |
|
|
|
### Licensing Information |
|
|
|
[More Information Needed] |
|
|
|
### Citation Information |
|
|
|
```bibtex |
|
@inproceedings{deka2017rico, |
|
title={Rico: A mobile app dataset for building data-driven design applications}, |
|
author={Deka, Biplab and Huang, Zifeng and Franzen, Chad and Hibschman, Joshua and Afergan, Daniel and Li, Yang and Nichols, Jeffrey and Kumar, Ranjitha}, |
|
booktitle={Proceedings of the 30th annual ACM symposium on user interface software and technology}, |
|
pages={845--854}, |
|
year={2017} |
|
} |
|
``` |
|
|
|
### Contributions |
|
|
|
Thanks to [DATA DRIVEN DESIGN GROUP UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN](http://ranjithakumar.net/) for creating this dataset. |
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|
