README.md

metadata

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

Table of Contents

• Dataset Card Creation Guide
  • Table of Contents
  • Dataset Description
    • Dataset Summary
    • Supported Tasks and Leaderboards
    • Languages
  • Dataset Structure
    • Data Instances
    • Data Fields
    • Data Splits
  • Dataset Creation
    • Curation Rationale
    • Source Data
      • Initial Data Collection and Normalization
      • Who are the source language producers?
    • Annotations
      • Annotation process
      • Who are the annotators?
    • Personal and Sensitive Information
  • Considerations for Using the Data
    • Social Impact of Dataset
    • Discussion of Biases
    • Other Known Limitations
  • Additional Information
    • Dataset Curators
    • Licensing Information
    • Citation Information
    • 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

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-screenshots-and-view-hierarchies",
)

• UI metadata

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-metadata",
)

• UI layout vectors

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="ui-layout-vectors",
)

• Interaction traces

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="interaction-traces",
)

• [WIP] Animations

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="animations",
)

• Play store metadata

import datasets as ds

dataset = ds.load_dataset(
    path="shunk031/Rico",
    name="play-store-metadata",
)

• UI screenshots and hierarchies with semantic annotations

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

@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 for creating this dataset.