Update README.md

README.md

@@ -1,8 +1,8 @@
 ---
-pretty_name: Spotify Public Playlists (Oct 2024)
+pretty_name: Spotify Public Playlists (Nov 2025)
 dataset_summary: >-
   CSV export of 91,906 Spotify public playlists captured from a PostgreSQL dump
-  in October 2024, including playlist metadata, owner info, follower counts,
+  in November 2025, including playlist metadata, owner info, follower counts,
   cover images, JSON blobs with the raw Spotify payload, and historical
   snapshots.
 language:
@@ -19,10 +19,10 @@ task_categories:
   - tabular-classification
 ---
 
-# Spotify Public Playlists (October 2024)
+# Spotify Public Playlists (November 2025)
 
 This repository contains an open dataset with **91,906** Spotify playlists that
-were present in a PostgreSQL backup captured in **October 2024**. Each row
+were present in a PostgreSQL backup captured in **November 2025**. Each row
 represents a playlist and includes high-level metadata (name, owner, follower
 count), cover image URLs, JSON payloads with the full Spotify response, and
 various bookkeeping columns (status, popularity histograms, history, etc.).
@@ -106,8 +106,8 @@ chunked `pandas.read_csv(..., chunksize=10_000)`.
 
 ## Publishing to Hugging Face
 
-1. **Create dataset repo**: `huggingface-cli repo create <namespace>/spotify-playlists-2024 --type dataset`.
-2. **Clone with Git LFS**: `GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/datasets/<namespace>/spotify-playlists-2024` then `cd` into it and run `git lfs install`.
+1. **Create dataset repo**: `huggingface-cli repo create <namespace>/spotify-playlists-2025 --type dataset`.
+2. **Clone with Git LFS**: `GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/datasets/<namespace>/spotify-playlists-2025` then `cd` into it and run `git lfs install`.
 3. **Copy assets**: Bring over `playlists.csv`, `export_playlists_to_csv.py`, `README.md`, and `LICENSE`.
 4. **Track large files**: `git lfs track "*.csv" "*.sql"`. Commit the updated `.gitattributes`.
 5. **Push**: `git add . && git commit -m "Add Spotify playlists dataset" && git push`.
@@ -119,16 +119,16 @@ you want to allow full reproducibility for others.
 ## License
 
 Creative Commons Attribution 4.0 International (CC BY 4.0). See `LICENSE` for
-the full text. When using the dataset, credit “Spotify Public Playlists (Oct 2024)”
+the full text. When using the dataset, credit “Spotify Public Playlists (Oct 2025)”
 and include a link back to the Hugging Face dataset page or this repository.
 
 ## Citation
 
 ```
-@dataset{spotify_public_playlists_oct2024,
-  title        = {Spotify Public Playlists (October 2024)},
+@dataset{spotify_public_playlists_nov2025,
+  title        = {Spotify Public Playlists (November 2025)},
   author       = {Max and contributors},
-  year         = {2024},
+  year         = {2025},
   howpublished = {Hugging Face Datasets},
   note         = {CC-BY 4.0}
 }