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---
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
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
[](https://github.com/shunk031/huggingface-datasets_Rico/actions/workflows/ci.yaml)
## Table of Contents
- [Dataset Card Creation Guide](#dataset-card-creation-guide)
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
- [Who are the source language producers?](#who-are-the-source-language-producers)
- [Annotations](#annotations)
- [Annotation process](#annotation-process)
- [Who are the annotators?](#who-are-the-annotators)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** http://www.interactionmining.org/rico.html
- **Repository:** https://github.com/shunk031/huggingface-datasets_Rico
- **Paper (UIST2017):** https://dl.acm.org/doi/10.1145/3126594.3126651
### Dataset Summary
Rico: A Mobile App Dataset for Building Data-Driven Design Applications
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
- UI screenshots and view hierarchies
```python
import datasets as ds
dataset = ds.load_dataset(
path="shunk031/Rico",
name="ui-screenshots-and-view-hierarchies",
)
```
- UI metadata
```python
import datasets as ds
dataset = ds.load_dataset(
path="shunk031/Rico",
name="ui-metadata",
)
```
- UI layout vectors
```python
import datasets as ds
dataset = ds.load_dataset(
path="shunk031/Rico",
name="ui-layout-vectors",
)
```
- Interaction traces
```python
import datasets as ds
dataset = ds.load_dataset(
path="shunk031/Rico",
name="interaction-traces",
)
```
- [WIP] Animations
```python
import datasets as ds
dataset = ds.load_dataset(
path="shunk031/Rico",
name="animations",
)
```
- Play store metadata
```python
import datasets as ds
dataset = ds.load_dataset(
path="shunk031/Rico",
name="play-store-metadata",
)
```
- UI screenshots and hierarchies with semantic annotations
```python
import datasets as ds
dataset = ds.load_dataset(
path="shunk031/Rico",
name="ui-screenshots-and-hierarchies-with-semantic-annotations",
)
```
### Data Fields
[More Information Needed]
### 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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