README.md

---
configs:
- config_name: default
  data_files:
    spaces.csv

license: other
language:
- code
size_categories:
- 100K<n<1M
---
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6468ce47e134d050a58aa89c/lzGCX2qjX_nPeRBZoa2v0.png)

# 📊 Dataset Description

This dataset comprises code files of Huggingface Spaces that have more than 0 likes as of November 10, 2023. This dataset contains various programming languages totaling in 672 MB of compressed and 2.05 GB of uncompressed data.

# 📝 Data Fields

| Field      | Type   | Description                              |
|------------|--------|------------------------------------------|
| repository | string | Huggingface Spaces repository names.     |
| sdk        | string | Software Development Kit of the space.   |
| license    | string | License type of the space.               |

## 🧩 Data Structure

Data structure of the data.

```
spaces/
├─ author1/
│  ├─ space1
│  ├─ space2
├─ author2/
│  ├─ space1
│  ├─ space2
│  ├─ space3
```

# 🏛️ Licenses

Huggingface Spaces contains a variety of licenses. Here is the list of the licenses that this dataset contains:

```python
[
   'None',
   'mit',
   'apache-2.0',
   'openrail',
   'gpl-3.0',
   'other',
   'afl-3.0',
   'unknown',
   'creativeml-openrail-m',
   'cc-by-nc-4.0',
   'cc-by-4.0',
   'cc',
   'cc-by-nc-sa-4.0',
   'bigscience-openrail-m',
   'bsd-3-clause',
   'agpl-3.0',
   'wtfpl',
   'gpl',
   'artistic-2.0',
   'lgpl-3.0',
   'cc-by-sa-4.0',
   'Configuration error',
   'bsd',
   'cc-by-nc-nd-4.0',
   'cc0-1.0',
   'unlicense',
   'llama2',
   'bigscience-bloom-rail-1.0',
   'gpl-2.0',
   'bsd-2-clause',
   'osl-3.0',
   'cc-by-2.0',
   'cc-by-3.0',
   'cc-by-nc-3.0',
   'cc-by-nc-2.0',
   'cc-by-nd-4.0',
   'openrail++',
   'bigcode-openrail-m',
   'bsd-3-clause-clear',
   'eupl-1.1',
   'cc-by-sa-3.0',
   'mpl-2.0',
   'c-uda',
   'gfdl',
   'cc-by-nc-sa-2.0',
   'cc-by-2.5',
   'bsl-1.0',
   'odc-by',
   'deepfloyd-if-license',
   'ms-pl',
   'ecl-2.0',
   'pddl',
   'ofl-1.1',
   'lgpl-2.1',
   'postgresql',
   'lppl-1.3c',
   'ncsa',
   'cc-by-nc-sa-3.0'
]
```

# 📊 Dataset Statistics

| Language   | File Extension | File Counts | File Size (MB) | Line Counts |
|------------|-----------------|-------------|----------------|-------------|
| Python     | .py             | 141,560     | 1079.0         | 28,653,744  |
| SQL        | .sql            | 21          | 523.6          | 645         |
| JavaScript | .js             | 6,790       | 369.8          | 2,137,054   |
| Markdown   | .md             | 63,237      | 273.4          | 3,110,443   |
| HTML       | .html           | 1,953       | 265.8          | 516,020     |
| C          | .c              | 1,320       | 132.2          | 3,558,826   |
| Go         | .go             | 429         | 46.3           | 6,331       |
| CSS        | .css            | 3,097       | 25.6           | 386,334     |
| C Header   | .h              | 2,824       | 20.4           | 570,948     |
| C++        | .cpp            | 1,117       | 15.3           | 494,939     |
| TypeScript | .ts             | 4,158       | 14.8           | 439,551     |
| TSX        | .tsx            | 4,273       | 9.4            | 306,416     |
| Shell      | .sh             | 3,294       | 5.5            | 171,943     |
| Perl       | .pm             | 92          | 4.2            | 128,594     |
| C#         | .cs             | 22          | 3.9            | 41,265      |


## 🖥️ Language

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6468ce47e134d050a58aa89c/Dn8oaZh2BXtOHgQ8DaX09.png)

## 📁 Size

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6468ce47e134d050a58aa89c/vRLCfs-QrEnDwhBnBu3rc.png)

## 📝 Line Count

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6468ce47e134d050a58aa89c/8F_qgL1o7xZxR1zZ8bP76.png)

# 🤗 Huggingface Spaces Statistics

## 🛠️ Software Development Kit (SDK)

Software Development Kit pie chart.

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6468ce47e134d050a58aa89c/BmW_BdYtH3XpYNH23NLVZ.png)

## 🏛️ License

License chart.

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6468ce47e134d050a58aa89c/dnxm5dJA_QzekwULwPS33.png)

# 📅 Dataset Creation

This dataset was created in these steps:

1. Scraped all spaces using the Huggingface Hub API.

```python
from huggingface_hub import HfApi
api = HfApi()

spaces = api.list_spaces(sort="likes", full=1, direction=-1)
```

2. Filtered spaces with more than 0 likes.

```python
a = {}

for i in tqdm(spaces):
  i = i.__dict__
  if i['likes'] > 0:
    try:
      try:
          a[i['id']] = {'sdk': i['sdk'], 'license': i['cardData']['license'], 'likes': i['likes']}
      except KeyError:
        a[i['id']] = {'sdk': i['sdk'], 'license': None, 'likes': i['likes']}
    except:
      a[i['id']] = {'sdk': "Configuration error", 'license': "Configuration error", 'likes': i['likes']}

data_list = [{'repository': key, 'sdk': value['sdk'], 'license': value['license'], 'likes': value['likes']} for key, value in a.items()]

df = pd.DataFrame(data_list)
```

3. Cloned spaces locally.

```python
from huggingface_hub import snapshot_download

programming = ['.asm', '.bat', '.cmd', '.c', '.h', '.cs', '.cpp', '.hpp', '.c++', '.h++', '.cc', '.hh', '.C', '.H', '.cmake', '.css', '.dockerfile', 'Dockerfile', '.f90', '.f', '.f03', '.f08', '.f77', '.f95', '.for', '.fpp', '.go', '.hs', '.html', '.java', '.js', '.jl', '.lua', 'Makefile', '.md', '.markdown', '.php', '.php3', '.php4', '.php5', '.phps', '.phpt', '.pl', '.pm', '.pod', '.perl', '.ps1', '.psd1', '.psm1', '.py', '.rb', '.rs', '.sql', '.scala', '.sh', '.bash', '.command', '.zsh', '.ts', '.tsx', '.tex', '.vb']
pattern = [f"*{i}" for i in programming]

for i in repos:
  snapshot_download(i, repo_type="space", local_dir=f"spaces/{i}", allow_patterns=pattern)
````

4. Processed the data to derive statistics.