Upload folder using huggingface_hub
Browse files
data/datasets/tracks_regional/comprehensive_tracks_20251030_133731.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:40e58f36384e3dc6ca6006db75c3a2633b02eb28dac92dbf452538cd536f0925
|
| 3 |
+
size 79765
|
data/datasets/tracks_regional/comprehensive_tracks_20251030_133731.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d25a96d53a0c913da5e9d85b9794a5888d0534e5971307facbed636f6802da1c
|
| 3 |
+
size 51477
|
data/datasets/tracks_regional/dataset_card.md
ADDED
|
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Comprehensive Regional Tracks
|
| 2 |
+
|
| 3 |
+
## Overview
|
| 4 |
+
Region-focused crawl highlighting artists from West, East, Southern, Central, and North Africa.
|
| 5 |
+
|
| 6 |
+
### Primary Use Cases
|
| 7 |
+
- Regional comparisons
|
| 8 |
+
- Cultural diversity studies
|
| 9 |
+
- Network seed data
|
| 10 |
+
|
| 11 |
+
### Dataset Composition
|
| 12 |
+
- **Records:** 355
|
| 13 |
+
- **Columns:** 19
|
| 14 |
+
- **Year Range:** 1958 – 2025
|
| 15 |
+
- **Average Popularity:** 17.5
|
| 16 |
+
- **Median Popularity:** 0.0
|
| 17 |
+
- **Unique Artists:** 147
|
| 18 |
+
- **Regions Covered:** Central_Africa, East_Africa, North_Africa, Southern_Africa, West_Africa
|
| 19 |
+
- **Explicit Content Rate:** 9.6%
|
| 20 |
+
|
| 21 |
+
### Included Files
|
| 22 |
+
- `comprehensive_tracks_20251030_133731.csv` (CSV)
|
| 23 |
+
- `comprehensive_tracks_20251030_133731.parquet` (Parquet)
|
| 24 |
+
|
| 25 |
+
### Recommended Analyses
|
| 26 |
+
- Compare popularity tiers across regions
|
| 27 |
+
- Study cross-region collaboration opportunities
|
| 28 |
+
|
| 29 |
+
### Column Snapshot
|
| 30 |
+
| Column | Dtype | Non-null % |
|
| 31 |
+
| --- | --- | --- |
|
| 32 |
+
| track_id | object | 100.0% |
|
| 33 |
+
| track_name | object | 100.0% |
|
| 34 |
+
| artist_id | object | 100.0% |
|
| 35 |
+
| artist_name | object | 100.0% |
|
| 36 |
+
| region | object | 100.0% |
|
| 37 |
+
| primary_market | object | 100.0% |
|
| 38 |
+
| album_id | object | 100.0% |
|
| 39 |
+
| album_name | object | 100.0% |
|
| 40 |
+
| album_type | object | 100.0% |
|
| 41 |
+
| release_date | object | 100.0% |
|
| 42 |
+
| release_year | int64 | 100.0% |
|
| 43 |
+
| popularity | int64 | 100.0% |
|
| 44 |
+
| … | … | … |
|
| 45 |
+
|
| 46 |
+
### Sample Rows
|
| 47 |
+
| track_id | track_name | artist_id | artist_name | region | primary_market |
|
| 48 |
+
| --- | --- | --- | --- | --- | --- |
|
| 49 |
+
| 2J9tA55scJEQUYyU7cn4Kc | I Dey 4 Party | 3wcv7UNQT5cqu5wGVFGqRJ | Lord Of Ajasa | West_Africa | NG |
|
| 50 |
+
| 1SQidSs7AoWSySmRBWQm09 | African | 4Jn3ztE2A7Wr5xav3PibZ3 | African China | West_Africa | NG |
|
| 51 |
+
| 0labC3l2aO0I3OqGc5omhE | Heart Break | 5gcVR5mL6NyUafYmgDZZfK | Ruggedman | West_Africa | NG |
|
| 52 |
+
| 7dJ7o7GX9kde7uMYchAU8s | Am I Wrong | 0awl5piYwO0CDTHEkCjUhn | Nico & Vinz | West_Africa | NG |
|
| 53 |
+
| 0Yptl27pI0k8t1HMSG5gBc | Happy Birthday | 6a3lxcgxT39DZWG9QmqQer | Sunny Neji | West_Africa | NG |
|
| 54 |
+
|
| 55 |
+
### Limitations & Notes
|
| 56 |
+
- Popularity scores skew low where Spotify penetration is limited.
|
| 57 |
+
|
| 58 |
+
### Provenance
|
| 59 |
+
- Generated via `processing/organize_datasets.py` on 2025-10-30
|
| 60 |
+
- Latest CSV source: comprehensive_tracks_20251030_133731.csv
|
| 61 |
+
|
| 62 |
+
_Dataset folder: `data/datasets/comprehensive_tracks`_
|