Update README.md

README.md

@@ -1,48 +1,51 @@
----
-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-*
----
+---
+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, focused on species identification from audio, focused on birds, amphibians, mammals and insects from the Middle Magdalena Valley of Colombia.
+