---
license: cc-by-nc-sa-4.0
dataset_info:
  features:
  - name: primary_label
    dtype: string
  - name: secondary_labels
    sequence: string
  - name: type
    sequence: string
  - name: recording
    dtype:
      audio:
        sampling_rate: 32000
  - name: collection
    dtype: string
  - name: rating
    dtype: float64
  - name: url
    dtype: string
  - name: latitude
    dtype: float64
  - name: longitude
    dtype: float64
  - name: scientific_name
    dtype: string
  - name: common_name
    dtype: string
  - name: author
    dtype: string
  - name: license
    dtype: string
  - name: inat_taxon_id
    dtype: int64
  - name: class_name
    dtype: string
  splits:
  - name: train
    num_bytes: 9629400585.072
    num_examples: 28564
  download_size: 7760241049
  dataset_size: 9629400585.072
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---

This is the training data for the [BirdCLEF+ 2025](https://www.kaggle.com/competitions/birdclef-2025/overview) Kaggle competition on species identification from audio, focused on birds, amphibians, mammals and insects from the Middle Magdalena Valley of Colombia.

Each row of the data looks like this:

```python
{'primary_label': '22333',
 'secondary_labels': [''],
 'type': [''],
 'recording': {'path': 'birdclef-2025/train_audio/22333/iNat292304.ogg',
  'array': array([-1.12978450e-05, -3.37839606e-06,  6.47766774e-06, ...,
         -1.43572334e-02, -1.35095259e-02, -8.81067850e-03]),
  'sampling_rate': 32000},
 'collection': 'iNat',
 'rating': 0.0,
 'url': 'https://static.inaturalist.org/sounds/292304.wav',
 'latitude': 10.4803,
 'longitude': -66.7944,
 'scientific_name': 'Eleutherodactylus johnstonei',
 'common_name': 'Lesser Antillean whistling frog',
 'author': 'Rafael Gianni-Zurita',
 'license': 'cc-by-nc 4.0',
 'inat_taxon_id': 22333,
 'class_name': 'Amphibia'}
```