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---
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'}
``` |