Hugging Face's logo

Datasets:
creative-graphic-design
/
Rico

Tasks:
Other
Languages:
English
Tags:
graphic design
License:
Dataset card Viewer Files Community
Rico
File size: 8,027 Bytes 
dc37d9b
 
 
 
 
43a055f
 
dc37d9b
 
 
 
 
 
 
 
 
 
43a055f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dc37d9b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
 
---
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: screenshot
    dtype: image
  - name: activity_name
    dtype: string
  - name: activity
    struct:
    - name: root
      struct:
      - name: abs_pos
        dtype: bool
      - name: adapter_view
        dtype: bool
      - name: ancestors
        sequence: string
      - name: bounds
        sequence: int64
      - name: clickable
        dtype: bool
      - name: content_desc
        sequence: string
      - name: draw
        dtype: bool
      - name: enabled
        dtype: bool
      - name: focusable
        dtype: bool
      - name: focused
        dtype: bool
      - name: klass
        dtype: string
      - name: long_clickable
        dtype: bool
      - name: package
        dtype: string
      - name: pressed
        dtype: string
      - name: pointer
        dtype: string
      - name: rel_bounds
        sequence: int64
      - name: resource_id
        dtype: string
      - name: scrollable_horizontal
        dtype: bool
      - name: scrollable_vertical
        dtype: bool
      - name: selected
        dtype: bool
      - name: visibility
        dtype: string
      - name: visible_to_user
        dtype: bool
    - name: children
      sequence:
        sequence:
        - name: abs_pos
          dtype: bool
        - name: adapter_view
          dtype: bool
        - name: ancestors
          sequence: string
        - name: bounds
          sequence: int64
        - name: clickable
          dtype: bool
        - name: content_desc
          sequence: string
        - name: draw
          dtype: bool
        - name: enabled
          dtype: bool
        - name: focusable
          dtype: bool
        - name: focused
          dtype: bool
        - name: klass
          dtype: string
        - name: long_clickable
          dtype: bool
        - name: package
          dtype: string
        - name: pressed
          dtype: string
        - name: pointer
          dtype: string
        - name: rel_bounds
          sequence: int64
        - name: resource_id
          dtype: string
        - name: scrollable_horizontal
          dtype: bool
        - name: scrollable_vertical
          dtype: bool
        - name: selected
          dtype: bool
        - name: visibility
          dtype: string
        - name: visible_to_user
          dtype: bool
    - name: added_fragments
      sequence: string
    - name: active_fragments
      sequence: string
  - name: is_keyboard_deployed
    dtype: bool
  - name: request_id
    dtype: string
  splits:
  - name: train
    num_bytes: 7235922008.75
    num_examples: 56322
  - name: validation
    num_bytes: 425096153.75
    num_examples: 3314
  - name: test
    num_bytes: 846527051.875
    num_examples: 6625
  download_size: 6478456942
  dataset_size: 8507545214.375
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
---

# Dataset Card for Rico

[![CI](https://github.com/shunk031/huggingface-datasets_Rico/actions/workflows/ci.yaml/badge.svg)](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.