track_id string | track_name string | artist_id string | artist_name string | album_id string | album_name string | album_type string | release_date string | release_year float64 | popularity int64 | duration_ms int64 | explicit bool | available_markets float64 | preview_url float64 | track_number float64 | disc_number float64 | is_local bool | collection_method string | collected_date string | search_market string | artist_popularity float64 | artist_followers float64 | artist_genres string | album_release_date string | duration_min float64 | spotify_url string | isrc string | region string | primary_market string | genres string | source_file string | release_decade float64 | release_era string | track_age_years float64 | popularity_tier string | market_scope string | country string | region_popularity_percentile float64 | is_hit bool | is_recent bool | is_classic bool | track_name_length int64 | has_parentheses bool | track_position int64 | has_collab bool | collab_count int64 | primary_genre string | genre_tags string | duration_category string | market_penetration float64 | is_explicit bool | streaming_potential float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
00Y9r5SfbDdEjJhNg7laQr | Top Gun Anthem - From "Top Gun" Original Soundtrack | 7Cf73Z3RZQTH4V69GSDxnv | Harold Faltermeyer | 6K8iDZW8jPaoiqSzFFebJA | Top Gun - Motion Picture Soundtrack (Special Expanded Edition) | compilation | 1999-01-01 | 1,999 | 56 | 252,200 | false | 0 | null | 10 | 1 | false | market | 2025-10-30T13:38:53.569990 | ZA | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 1,990 | Classic | 26 | Popular | Local | South Africa | 73.3 | false | false | true | 51 | false | 10 | false | 0 | Unknown | null | Standard | 0 | false | 69 |
00Z8I8tn2y6EoC4KtPkXhu | Jerusalema (feat. Burna Boy & Nomcebo Zikode) - Remix | 523y9KSneKh6APd1hKxLuF | Master KG | 1cpd9AoNmYcpA8J3LxwsyZ | Jerusalema (Deluxe) | album | null | 2,020 | 47 | 328,000 | false | 49 | null | 13 | 1 | null | null | 2025-10-30T13:40:40.792743 | null | 60 | 666,643 | amapiano, gqom | 2020-12-18 | 5.47 | https://open.spotify.com/track/00Z8I8tn2y6EoC4KtPkXhu | ZA56E2002088 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,020 | Contemporary | 5 | Emerging | Regional | South Africa | 52.3 | false | false | false | 53 | true | 13 | true | 2 | amapiano | amapiano, gqom | Long | 27.2 | false | 80 |
01KNIQCvvyFjm7li7u529s | We Ain't No Terrorist | 4LzElX8gJiDB7zOUSsswgc | Eedris Abdulkareem | 3VsQLZKgVzYrZ9zUveCga9 | Unfinished Business | album | 2010-01-07 | 2,010 | 0 | 264,661 | false | 184 | null | 16 | 1 | false | genre | 2025-10-30T13:38:43.225765 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 15 | Niche | Global | Unknown | 63.2 | false | false | false | 21 | false | 16 | false | 0 | Unknown | null | Standard | 100 | false | 65 |
01WFjqzUwrD4nfSQsHMVNm | Ma Tnsani (Yalla Habibi) | 2KShewLkb92FKEZ6N4cVP9 | Vanco | 6MGyF6TkUOAW3g3ygaUn1n | Ma Tnsani (Yalla Habibi) | single | 2025-04-04 | 2,025 | 75 | 220,000 | false | 185 | null | 1 | 1 | false | genre | 2025-10-30T13:38:44.582433 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Hit | Global | Unknown | 97.4 | true | true | false | 24 | true | 1 | false | 0 | Unknown | null | Standard | 100 | false | 98.8 |
01aIhzEvtQDW1cd4111Pdj | Éléphant | 3qOrdMiR9VBKS6MIlDH4Aj | Pat Kalla | 67obVQiAIEcYDrbpQUoaiz | La légende d'Eboa King | album | 2014 | 2,014 | 0 | 234,768 | false | 185 | null | 3 | 1 | false | genre | 2025-10-30T13:38:49.914421 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 11 | Niche | Global | Unknown | 63.2 | false | false | false | 8 | false | 3 | false | 0 | Unknown | null | Standard | 100 | false | 65 |
01rokQMNW6yjZ4luQSyJhy | Black Woman | 4Jn3ztE2A7Wr5xav3PibZ3 | African China | 5LYJh4psGWD8hIicfNxwKE | Letter To Mr President, Vol. 1 | album | 2018-06-01 | 2,018 | 0 | 281,726 | false | 185 | null | 19 | 1 | false | genre | 2025-10-30T13:38:43.867009 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 7 | Niche | Global | Nigeria | 33.7 | false | false | false | 11 | false | 19 | false | 0 | Unknown | null | Long | 100 | false | 65 |
020b5vB95iStI22Viw7j12 | Hits | 7oHrc9oM8BrC03UGoK6q3Z | The Steppas | 6tNchlLhXzSzsFpgSMQhS9 | The Steppas | album | 2012-08-18 | 2,012 | 12 | 232,758 | false | 0 | null | 6 | 1 | false | market | 2025-10-30T13:38:51.130233 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 13 | Niche | Local | Nigeria | 37.7 | false | false | false | 4 | false | 6 | false | 0 | Unknown | null | Standard | 0 | false | 58 |
0296EMdteBuK0TLMgNJ9y4 | Music To Watch Boys To (Demo) | 6PxIBIC6X6ABCIXnAgGUdc | dreamsoda | 2iTTE65nVt1sPevyCusae3 | Music To Watch Boys (Demo) | single | 2024-12-24 | 2,024 | 61 | 152,920 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:50.493570 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 1 | Popular | Local | Nigeria | 74.2 | false | true | false | 29 | true | 1 | false | 0 | Unknown | null | Standard | 0 | false | 85.2 |
02l8wXmb9gtuj5tiHBEaip | Music | 7bvcQXJHkFiN1ppIN3q4fi | Joss Stone | 3VD9HPEpnbbNMIg05avkIk | Introducing Joss Stone | album | 2007-01-01 | 2,007 | 44 | 221,786 | false | 0 | null | 7 | 1 | false | market | 2025-10-30T13:38:50.493700 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,000 | Early Digital | 18 | Emerging | Local | Nigeria | 54.6 | false | false | false | 5 | false | 7 | false | 0 | Unknown | null | Standard | 0 | false | 66 |
031d6aD0QIdwbrlWBCGzo2 | Ole Remix | 3ncebjXyf0NwYMutzK2DNg | Sound Sultan | 50Elxi9YfoCY2BlE4MgnNf | 51 Lex Presents Flying with the Birds | album | 2011-05-24 | 2,011 | 0 | 289,173 | false | 182 | null | 4 | 1 | false | year_range | 2025-10-30T13:39:01.350597 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 14 | Niche | Global | Unknown | 63.2 | false | false | false | 9 | false | 4 | false | 0 | Unknown | null | Long | 100 | false | 60 |
03cKEb08UJb7xxd9ytY2jk | Hits | 71rHa9SLAbzgc5Na2YI48W | Reekz | 63bGuabeIorO2nZ4YMezKt | Hits | single | 2022-02-24 | 2,022 | 0 | 216,058 | true | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:51.130283 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 3 | Niche | Local | Nigeria | 33.7 | false | true | false | 4 | false | 1 | false | 0 | Unknown | null | Standard | 0 | true | 65 |
040zksag8ezHjbAN6aSAQY | Backbencher | 53nMUZwbwGd2cdY8P8EsHD | Toxic Lyrikali | 7lydZgu9oglnh5EDYEbG6z | Backbencher | single | 2025-06-20 | 2,025 | 56 | 173,533 | true | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:57.426281 | KE | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Popular | Local | Kenya | 91.7 | false | true | false | 11 | false | 1 | false | 0 | Unknown | null | Standard | 0 | true | 84 |
04EwQMasjEnfRHaurh8jOz | Happy Day - Extended Mix | 0kXAnE4pbMxme8h4PQndfa | Dj Coach | 06cXQv68QvBkcPrwKUZ1GM | Love Da House (Vol. 9) | compilation | 2019-03-08 | 2,019 | 0 | 303,811 | false | 173 | null | 4 | 1 | false | genre | 2025-10-30T13:38:46.140032 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 6 | Niche | Global | South Africa | 8.7 | false | false | false | 24 | false | 4 | false | 0 | Unknown | null | Long | 96.1 | false | 65 |
04Vkc3faqyf2ZKFbBurTeG | Tolotolo | 6a3lxcgxT39DZWG9QmqQer | Sunny Neji | 4BXmEGuC4D6946ljkC8kIk | Limitless Clubbing, Vol. 37 | compilation | 2021-06-30 | 2,021 | 0 | 209,680 | false | 185 | null | 12 | 1 | false | genre | 2025-10-30T13:38:43.225712 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 4 | Niche | Global | Nigeria | 33.7 | false | false | false | 8 | false | 12 | false | 0 | Unknown | null | Standard | 100 | false | 75 |
04yGQ4xzVt9LVAqop42ja6 | Hot Body | 3ZpEKRjHaHANcpk10u6Ntq | Ayra Starr | 2SIm2REe2G7YxUuldtO98Z | Hot Body | single | 2025-07-25 | 2,025 | 73 | 160,000 | false | 183 | null | 1 | 1 | false | genre | 2025-10-30T13:38:44.582504 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Hit | Global | Nigeria | 89.5 | true | true | false | 8 | false | 1 | false | 0 | Unknown | null | Standard | 100 | false | 98.2 |
05lhFsOWPXRjfGA7xY7XJz | Pressure | 4zmZ8lVLzGc84S4v2B1rLx | Seyi Vibez | 0O7179ieea0SQIwxyFaL68 | Pressure | single | 2025-05-21 | 2,025 | 70 | 159,994 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:35.142749 | null | null | null | null | null | null | null | null | West_Africa | NG | afropop | comprehensive_tracks_20251030_133731.csv | 2,020 | Contemporary | 0 | Hit | Local | Unknown | 87.8 | true | true | false | 8 | false | 0 | false | 0 | Unknown | null | Standard | 0 | false | 87.5 |
06hXLzosnqOCy6dn8BPQaT | Amazwe | 08V2vgJBY6VLoUPWlznRKo | Sho Madjozi | 1uB79d9Uf7t7H4pMoTOESq | Amazwe | single | null | 2,025 | 24 | 243,000 | false | 185 | null | 1 | 1 | null | null | 2025-10-30T13:40:39.976873 | null | 36 | 273,072 | gqom, amapiano, bongo piano, afrobeats, afropop, gengetone, afrobeat, afropiano | 2025-05-15 | 4.05 | https://open.spotify.com/track/06hXLzosnqOCy6dn8BPQaT | QZS7J2558596 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,020 | Contemporary | 0 | Niche | Global | South Africa | 16.9 | false | true | false | 6 | false | 1 | false | 0 | afrobeats | afrobeats, afropop, amapiano, bongo flava, gengetone, gqom | Standard | 100 | false | 86 |
07Emw7xeVExRPryephzm5w | HITS | 7IWshUcKfJyDWrbiF2XT8J | Kid Milli | 1vHJW7fW5AhxZGoEHvKZ4m | L I F E | single | 2019-03-14 | 2,019 | 19 | 186,629 | true | 0 | null | 5 | 1 | false | market | 2025-10-30T13:38:51.130025 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 6 | Niche | Local | Nigeria | 40.7 | false | false | false | 4 | false | 5 | false | 0 | Unknown | null | Standard | 0 | true | 64.8 |
07eJSSPcNlkR34wVlkrCcY | Dangbana Riddim | 7kK5badbqOjd8WlT2XWMeM | Bella Shmurda | 0xDIG4BwF9QgxdKVNwee9D | Dangbana Riddim | single | 2025-04-11 | 2,025 | 67 | 160,587 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:35.142670 | null | null | null | null | null | null | null | null | West_Africa | NG | afropop | comprehensive_tracks_20251030_133731.csv | 2,020 | Contemporary | 0 | Popular | Local | Unknown | 81.8 | false | true | false | 15 | false | 0 | false | 0 | Unknown | null | Standard | 0 | false | 86.8 |
07k8wnsucvutMLMf5FtXLM | African Child | 4LzElX8gJiDB7zOUSsswgc | Eedris Abdulkareem | 5y2LTw0TO7i06NAEnxXtyl | Unfinished Business | album | 2010-08-06 | 2,010 | 0 | 241,666 | false | 181 | null | 17 | 1 | false | genre | 2025-10-30T13:38:43.225817 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 15 | Niche | Global | Unknown | 63.2 | false | false | false | 13 | false | 17 | false | 0 | Unknown | null | Standard | 100 | false | 65 |
08NcQCL3mEHIMBNdb9YEPf | Fa Odo Kae Me | 6waDJroPCatiAwrSPCATkg | Charles Amoah | 6Admxk7AslsdqyZ4StcsNI | Odo Akwan 2 | album | 1998-01-01 | 1,998 | 0 | 302,000 | false | 185 | null | 3 | 1 | false | genre | 2025-10-30T13:38:49.385747 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 1,990 | Classic | 27 | Niche | Global | Ghana | 33.7 | false | false | true | 13 | false | 3 | false | 0 | Unknown | null | Long | 100 | false | 60 |
08UZm3fRg5qwz3Qt6o4dbb | Didi | 3HdyKw0VZbHzUhJqqTf6Qk | Bumba Massa | 6iOIxeefXYJjXPXmhx3ZHe | Apostolo | album | 2009-01-01 | 2,009 | 0 | 350,560 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:46.972261 | null | null | null | null | null | null | null | null | Central_Africa | CG | rumba congolaise | comprehensive_tracks_20251030_133731.csv | 2,000 | Early Digital | 16 | Niche | Local | Unknown | 63.2 | false | false | false | 4 | false | 0 | false | 0 | Unknown | null | Long | 0 | false | 50 |
08pbRBstuvH7ArRxeb8fwT | Hasta Aquí Llegué | 1cUpGtXcSQsovNYEZOQgOG | Nanpa Básico | 7hYoXVqpRhN9ATvO8Kf3w5 | Hasta Aquí Llegué | single | 2024-07-18 | 2,024 | 71 | 188,887 | false | 185 | null | 1 | 1 | false | genre | 2025-10-30T13:38:45.433765 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 1 | Hit | Global | Unknown | 91.1 | true | true | false | 17 | false | 1 | false | 0 | Unknown | null | Standard | 100 | false | 97.8 |
095ddYxRYkbtmHnY71S9XK | ÌGBÀ ÌRÀNWỌ́ | 3NRO4pLQaU0eXYX5SwYtAY | Sola Allyson | 0BUfejE6eblKGcE6QI1p1E | ÌṢỌ̀ṢỌ́ | single | 2023-12-13 | 2,023 | 48 | 401,368 | false | 0 | null | 2 | 1 | false | market | 2025-10-30T13:38:51.722703 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 2 | Emerging | Local | Nigeria | 59.3 | false | true | false | 12 | false | 2 | false | 0 | Unknown | null | Extended | 0 | false | 77 |
09c3g4AjKK4cw85dcoPbjN | Where Ya @ | 5gcVR5mL6NyUafYmgDZZfK | Ruggedman | 1vT10D1b4SKf8CEeFd1uZC | Ruggedman, Vol. 5 | album | 2020-03-26 | 2,020 | 0 | 261,340 | true | 184 | null | 9 | 1 | false | genre | 2025-10-30T13:38:43.866954 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 5 | Niche | Global | Nigeria | 33.7 | false | false | false | 10 | false | 9 | false | 0 | Unknown | null | Standard | 100 | true | 75 |
09gysnJpfQ3ublBmJDfcEC | SAD GIRLZ LUV MONEY Remix (feat. Kali Uchis and Moliy) | 21UPYSRWFKwtqvSAnFnSvS | Amaarae | 4q4rHdKxyCzxuQrPcdjPyC | SAD GIRLZ LUV MONEY Remix (feat. Kali Uchis and Moliy) | single | 2021-09-16 | 2,021 | 75 | 204,763 | true | 184 | null | 1 | 1 | false | genre | 2025-10-30T13:38:44.582462 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 4 | Hit | Global | Unknown | 97.4 | true | false | false | 54 | true | 1 | true | 1 | Unknown | null | Standard | 100 | true | 98.8 |
09rHc2OCrZOk129mdFfrlE | NACHOMA - EXTENDED | 0V6gO3DpMzQxDs31TqdsXz | Jua Cali | 7zAVowRwWqZPUSFpdbmN6P | UTU UZIMA | album | 2023-10-20 | 2,023 | 0 | 258,461 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:39.126722 | null | null | null | null | null | null | null | null | East_Africa | KE | gengetone | comprehensive_tracks_20251030_133731.csv | 2,020 | Contemporary | 2 | Niche | Local | Unknown | 63.2 | false | true | false | 18 | false | 0 | false | 0 | Unknown | null | Standard | 0 | false | 70 |
0A3fojo99RgsQ4Zl9iGLIG | Music | 6z3acKjPEOLiDYgeMUJnEG | Blingbling99 | 0j2vm7CCDowiI3moHekuwu | Asmr | single | 2023-03-13 | 2,023 | 6 | 150,230 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:50.493693 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 2 | Niche | Local | Nigeria | 35.8 | false | true | false | 5 | false | 1 | false | 0 | Unknown | null | Standard | 0 | false | 71.5 |
0A9iozZRKC8yvYdDj814jd | Cry For Me - AFRO HOUSE - Radio Edit | 0sfWGTlSb1Z4Iyz2Ogzzbr | BLVCKDOP3 | 4V036CW1jjUl9DSv0Ie8wn | Cry For Me - AFRO HOUSE | single | 2025-03-14 | 2,025 | 60 | 200,500 | false | 185 | null | 1 | 1 | false | genre | 2025-10-30T13:38:47.969998 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Popular | Global | Unknown | 74.9 | false | true | false | 36 | false | 1 | false | 0 | Unknown | null | Standard | 100 | false | 95 |
0AWnrLw8H8wE6edp5Z2ibI | Said | 2gzWmhOZhDN6gXL49JW9qj | Nasty C | 36pdRov9L2FbIGtJaqEeNt | Said | single | null | 2,017 | 58 | 218,079 | false | 185 | null | 1 | 1 | null | null | 2025-10-30T13:40:38.335629 | null | 61 | 2,738,165 | afropop | 2017-09-08 | 3.63 | https://open.spotify.com/track/0AWnrLw8H8wE6edp5Z2ibI | ZA56E1701756 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,010 | Modern | 8 | Popular | Global | South Africa | 80.5 | false | false | false | 4 | false | 1 | false | 0 | afropop | afropop | Standard | 100 | false | 84.5 |
0AiTIiCQ15NW8QHQwSxKuR | Drowning | 5rSXSAkZ67PYJSvpUpkOr7 | Backstreet Boys | 1NslKOZobWxINFaFkLol3r | The Hits--Chapter One | compilation | 2001-10-23 | 2,001 | 71 | 267,226 | false | 0 | null | 13 | 1 | false | market | 2025-10-30T13:38:51.129763 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,000 | Early Digital | 24 | Hit | Local | Nigeria | 86.7 | true | false | false | 8 | false | 13 | false | 0 | Unknown | null | Standard | 0 | false | 72.8 |
0B1QIgN6PLgF0NgovXxr8C | Oko Omoge | 4LzElX8gJiDB7zOUSsswgc | Eedris Abdulkareem | 4s77ev5f1DGQVh7E1hQ44t | Afropop Grooves, Vol. 4 | compilation | 2020-05-19 | 2,020 | 0 | 274,297 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:34.496412 | null | null | null | null | null | null | null | null | West_Africa | NG | afrobeats | comprehensive_tracks_20251030_133731.csv | 2,020 | Contemporary | 5 | Niche | Local | Unknown | 63.2 | false | false | false | 9 | false | 0 | false | 0 | Unknown | null | Long | 0 | false | 60 |
0BSXQkGNYzKnyxARPgKydU | Ego | 1jZyG5n2hXE51QnOApTPbs | Mr Raw | 5jOCMZaerBEaqyvf0nVKQv | Afropop Grooves, Vol. 33 | compilation | 2022-11-09 | 2,022 | 0 | 351,248 | false | 185 | null | 10 | 1 | false | year_range | 2025-10-30T13:39:00.099985 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 3 | Niche | Global | Unknown | 63.2 | false | true | false | 3 | false | 10 | false | 0 | Unknown | null | Long | 100 | false | 70 |
0BWn1EDSySvo7K5ztKd1Uu | Ana Bafred Jsmi Wbatsatah | 1UwfdbFgehcybbaCoeYJ9o | Hany Shaker | 7b1whm866Mfe7nwMBSznN2 | Robaeyat Masriya | album | 2009 | 2,009 | 0 | 88,605 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:48.894466 | null | null | null | null | null | null | null | null | North_Africa | EG | shaabi | comprehensive_tracks_20251030_133731.csv | 2,000 | Early Digital | 16 | Niche | Local | Unknown | 63.2 | false | false | false | 25 | false | 0 | false | 0 | Unknown | null | Short | 0 | false | 50 |
0Bi8ry6cYlTTnV2zjoPX7s | NI TELE NTSAKO | 74sAJMgCy51udQkmVOZ9WI | Mlambya wa ndzhumbha | 0MdBnuoO7TJZ4jIcgrU95p | NI TELE NTSAKO | single | 2023-11-07 | 2,023 | 25 | 235,493 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:53.029184 | ZA | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 2 | Niche | Local | South Africa | 18.5 | false | true | false | 14 | false | 1 | false | 0 | Unknown | null | Standard | 0 | false | 76.2 |
0BtrJOwnxv9ksefdXOLwJd | Usilie | 7Ijwdl32LSddH695Qn3q5o | Octopizzo | 2JYKop5h07NVJYEQQAPCpZ | Refugeenius | album | 2016-12-08 | 2,016 | 0 | 229,381 | true | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:39.126727 | null | null | null | null | null | null | null | null | East_Africa | KE | gengetone | comprehensive_tracks_20251030_133731.csv | 2,010 | Modern | 9 | Niche | Local | Unknown | 63.2 | false | false | false | 6 | false | 0 | false | 0 | Unknown | null | Standard | 0 | true | 60 |
0C0MjOi0ucM2ZUxBCVPaUq | Dako Wo Paradiso | 6waDJroPCatiAwrSPCATkg | Charles Amoah | 67hRunYgaQq6GaEEMefVeq | Odo Akwan | album | 1998-01-01 | 1,998 | 0 | 108,333 | false | 185 | null | 7 | 1 | false | genre | 2025-10-30T13:38:49.386141 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 1,990 | Classic | 27 | Niche | Global | Ghana | 33.7 | false | false | true | 16 | false | 7 | false | 0 | Unknown | null | Short | 100 | false | 60 |
0CSgonP6XiecNZf50jecwM | TOP PLAYER | 3zhhnmtw4IO0PsXlzLbuLd | The Luxe | 2qESaiTWDAfjlA4iDF2tdp | TOP PLAYER | single | 2025-06-20 | 2,025 | 65 | 129,882 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:51.722289 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Popular | Local | Nigeria | 78.5 | false | true | false | 10 | false | 1 | false | 0 | Unknown | null | Short | 0 | false | 81.2 |
0Cw5y3wboBz8VTWkMkmIDo | Johnny | 7fKO99ryLDo8VocdtVvwZW | Yemi Alade | 474pSDiz0qTrfF1rlTpDxy | King of Queens | album | null | 2,014 | 53 | 236,012 | false | 185 | null | 2 | 1 | null | null | 2025-10-30T13:40:29.891029 | null | 49 | 970,898 | afrobeats, afrobeat, afropop, azonto | 2014-10-14 | 3.93 | https://open.spotify.com/track/0Cw5y3wboBz8VTWkMkmIDo | TCACA1432560 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,010 | Modern | 11 | Popular | Global | Nigeria | 65.1 | false | false | false | 6 | false | 2 | false | 0 | afrobeats | afrobeats, afropop, azonto | Standard | 100 | false | 78.2 |
0D14Epm5RalzjM29Wp9FEJ | Calabar | 6a3lxcgxT39DZWG9QmqQer | Sunny Neji | 4zJrpyNeDmYjezsN7bseoi | Pin No 9 10 11 | album | 2013-02-12 | 2,013 | 0 | 219,853 | false | 184 | null | 13 | 1 | false | year_range | 2025-10-30T13:39:01.350230 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 12 | Niche | Global | Nigeria | 33.7 | false | false | false | 7 | false | 13 | false | 0 | Unknown | null | Standard | 100 | false | 65 |
0D1vNTcDR3SuZtPFUoTGej | CELINE DION | 6Kp3KWPiVgi33DkJqo9T4g | Zinoleesky | 1hj1CYfh0mOLzUxkxwl7n8 | CELINE DION | single | 2025-10-03 | 2,025 | 71 | 169,500 | true | 185 | null | 1 | 1 | false | genre | 2025-10-30T13:38:45.434077 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Hit | Global | Unknown | 91.1 | true | true | false | 11 | false | 1 | false | 0 | Unknown | null | Standard | 100 | true | 97.8 |
0DA9e7IOybvBi61G8z5PeL | Am I Wrong | 0awl5piYwO0CDTHEkCjUhn | Nico & Vinz | 46dc0YEnS7BJTed9kjztRo | Gartenparty | compilation | 2024-04-20 | 2,024 | 0 | 245,866 | false | 184 | null | 15 | 1 | false | genre | 2025-10-30T13:38:43.225752 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 1 | Niche | Global | Unknown | 63.2 | false | true | false | 10 | false | 15 | true | 1 | Unknown | null | Standard | 100 | false | 85 |
0DGP0pRR8yz4OW2xxjIskt | Vuma Dlozi Lami (feat. Ancestral Rituals) | 1ccVv6sg5vGPpJ77qAt6yI | Issa sisdoh | 5tM3THh1UUzsUiULDPHv0k | Vuma Dlozi Lami (feat. Ancestral Rituals) | single | 2024-09-12 | 2,024 | 66 | 380,238 | false | 184 | null | 1 | 1 | false | genre | 2025-10-30T13:38:47.340636 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 1 | Popular | Global | Unknown | 79.6 | false | true | false | 41 | true | 1 | true | 1 | Unknown | null | Extended | 100 | false | 96.5 |
0DawyHLNAGS63ZjNxgGXJY | Koyika | 0W8WpLB5WoXLgiA193LXk6 | Sun-El Musician | 0tziyPVebqM613eIjXkzov | Koyika / The Rise | single | 2025-10-24 | 2,025 | 39 | 369,422 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:44.145867 | null | null | null | null | null | null | null | null | Southern_Africa | ZA | afro house | comprehensive_tracks_20251030_133731.csv | 2,020 | Contemporary | 0 | Emerging | Local | Unknown | 64.3 | false | true | false | 6 | false | 0 | false | 0 | Unknown | null | Extended | 0 | false | 74.8 |
0Dk39gXUUoez6PCZL5jHJb | Afrobhits 2024 | 2OmRPEQ0DmK6myhfVFKLuY | Paul CleverLee | 39p1F5S5Ia4cfVtWQnCVHk | Afrobhits 2024 | single | 2025-07-13 | 2,025 | 45 | 341,717 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:51.129857 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Emerging | Local | Nigeria | 56.7 | false | true | false | 14 | false | 1 | false | 0 | Unknown | null | Long | 0 | false | 76.2 |
0EPazCS33AKfOec9nyPx1J | Angeli Mi | 1WDoaSGtFrO4ZPMZqLiaEU | Tope Alabi | 4Ce50CnlpX4uwkRDV1VhTj | Angeli Mi | album | 2007-01-01 | 2,007 | 34 | 495,906 | false | 0 | null | 4 | 1 | false | market | 2025-10-30T13:38:51.722516 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,000 | Early Digital | 18 | Emerging | Local | Nigeria | 48 | false | false | false | 9 | false | 4 | false | 0 | Unknown | null | Extended | 0 | false | 58.5 |
0FN76ldC8Mw4QPK8zbaMNy | Am I Wrong | 0awl5piYwO0CDTHEkCjUhn | Nico & Vinz | 5hwncYhuTnv6Ej01zcVmLy | Verão Good Feeling Top Hits | compilation | 2023-12-01 | 2,023 | 0 | 245,866 | false | 181 | null | 5 | 1 | false | genre | 2025-10-30T13:38:43.225462 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 2 | Niche | Global | Unknown | 63.2 | false | true | false | 10 | false | 5 | true | 1 | Unknown | null | Standard | 100 | false | 85 |
0FU7ERQTOECwmEIaWDgdIG | BADMAN GANGSTA | 3a1tBryiczPAZpgoZN9Rzg | Asake | 2SbCA6xhQQ2cvE5yylnl01 | BADMAN GANGSTA | single | 2025-07-25 | 2,025 | 73 | 143,575 | true | 185 | null | 1 | 1 | false | genre | 2025-10-30T13:38:44.582590 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Hit | Global | Nigeria | 89.5 | true | true | false | 14 | false | 1 | false | 0 | Unknown | null | Short | 100 | true | 93.2 |
0GBk7IjyYTRZfowCz4ZJt7 | Oti Ya | 3wcv7UNQT5cqu5wGVFGqRJ | Lord Of Ajasa | 0VjXRuSLWvLshEJRf2THd1 | African Central, Vol. 27 | compilation | 2017-04-24 | 2,017 | 0 | 309,655 | false | 185 | null | 5 | 1 | false | genre | 2025-10-30T13:38:43.867367 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 8 | Niche | Global | Nigeria | 33.7 | false | false | false | 6 | false | 5 | false | 0 | Unknown | null | Long | 100 | false | 65 |
0GfpXavNLCrfptKPRvIDwA | Topography | 0hobX02qEX5ITvPf1KiShY | Embodied Soul | 77D8Eu8ZzVEsCG4ZpX6lP4 | Topography | single | 2025-08-15 | 2,025 | 62 | 160,000 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:55.434105 | GH | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Popular | Local | Ghana | 75.4 | false | true | false | 10 | false | 1 | false | 0 | Unknown | null | Standard | 0 | false | 85.5 |
0H7556KlRdFMN1cBvnp1JU | Love Mata | 4Jn3ztE2A7Wr5xav3PibZ3 | African China | 3zZRU0cddBLN3nu55kf8kf | Limitless Clubbing, Vol. 41 | compilation | 2021-06-30 | 2,021 | 0 | 235,102 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:34.496292 | null | null | null | null | null | null | null | null | West_Africa | NG | afrobeats | comprehensive_tracks_20251030_133731.csv | 2,020 | Contemporary | 4 | Niche | Local | Nigeria | 33.7 | false | false | false | 9 | false | 0 | false | 0 | Unknown | null | Standard | 0 | false | 65 |
0HCnj7pfrvshnocOJUFeit | Top Off | 2hlmm7s2ICUX0LVIhVFlZQ | Gunna | 5xtAAHr59ozJ2PQ67utEmi | Drip Season 3 (Deluxe) | album | 2018-02-02 | 2,018 | 62 | 197,420 | true | 0 | null | 5 | 1 | false | market | 2025-10-30T13:38:51.722249 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 7 | Popular | Local | Nigeria | 75.4 | false | false | false | 7 | false | 5 | false | 0 | Unknown | null | Standard | 0 | true | 75.5 |
0HWz4W8KdGYhfP7SCoc1CW | Music | 0hDJSg859MdK4c9vqu1dS8 | The Beautiful Girls | 1OuDc65IgZ0nKnNwPMaylr | Learn Yourself | album | 2003-09-22 | 2,003 | 40 | 211,733 | false | 0 | null | 2 | 1 | false | market | 2025-10-30T13:38:58.022400 | TZ | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,000 | Early Digital | 22 | Emerging | Local | Tanzania | 56.9 | false | false | false | 5 | false | 2 | false | 0 | Unknown | null | Standard | 0 | false | 65 |
0IIUTwEQ0NpLuyIT0AKOqI | Ana Saber (Radio Edit) | 7EJbIeuxQY12K2EQoRbPC5 | Ahmed Adaweya | 0sHMzZ4RWtgqTp5fUR92ne | Mawaweel Adaweya, Vol. 2 | album | 1987-05-01 | 1,987 | 0 | 536,189 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:48.894437 | null | null | null | null | null | null | null | null | North_Africa | EG | shaabi | comprehensive_tracks_20251030_133731.csv | 1,980 | Classic | 38 | Niche | Local | Unknown | 63.2 | false | false | true | 22 | true | 0 | false | 0 | Unknown | null | Extended | 0 | false | 50 |
0IJqWl61zhKuXP2AJy5W2n | Tribal Jaive | 23wtNuBKWLqOqwNEVpWEbt | Deejay Vdot | 0N1XQBp3NGBr79Q9GpeLSB | Temple Of Sghubu | album | 2022-08-29 | 2,022 | 0 | 420,062 | false | 185 | null | 8 | 1 | false | genre | 2025-10-30T13:38:46.139936 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 3 | Niche | Global | Unknown | 63.2 | false | true | false | 12 | false | 8 | false | 0 | Unknown | null | Extended | 100 | false | 70 |
0J3qxv6imZFyyKT5P24QrL | Am I Wrong | 0awl5piYwO0CDTHEkCjUhn | Nico & Vinz | 2XHIUnNJGUZjvz5zm28Eaj | Easy Hits 10s | compilation | 2019-06-07 | 2,019 | 0 | 245,866 | false | 184 | null | 9 | 1 | false | genre | 2025-10-30T13:38:43.867076 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 6 | Niche | Global | Unknown | 63.2 | false | false | false | 10 | false | 9 | true | 1 | Unknown | null | Standard | 100 | false | 75 |
0JC0E3Yx3N6DBZ9s01jQ1I | Mori Iyanu | 1WDoaSGtFrO4ZPMZqLiaEU | Tope Alabi | 3jwBNZ2qzRv2Mdr0S0y2cO | Mori Iyanu | album | 2023-04-26 | 2,023 | 34 | 456,626 | false | 0 | null | 4 | 1 | false | market | 2025-10-30T13:38:51.722409 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 2 | Emerging | Local | Nigeria | 48 | false | true | false | 10 | false | 4 | false | 0 | Unknown | null | Extended | 0 | false | 73.5 |
0KEpcjfnltjufOe1D7xitA | Top of da morning | 2SRkMY6LxkfTMqktaFn32r | Brotherkupa | 2GMA0txzGTDB2MZiKTPx6H | Teen Revolution | album | 2024-10-11 | 2,024 | 31 | 115,520 | true | 0 | null | 5 | 1 | false | market | 2025-10-30T13:38:53.570018 | ZA | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 1 | Emerging | Local | South Africa | 23.1 | false | true | false | 17 | false | 5 | false | 0 | Unknown | null | Short | 0 | true | 72.8 |
0KPoJx7olh20H2te8sAKzD | Ingia Kati | 4mIAAITqbd5w11F2ps4HdF | Uhuru Republic | 3SIsA4idjUNBp2cyakqC1z | Muda EP | single | 2021-12-17 | 2,021 | 0 | 261,517 | false | 185 | null | 4 | 1 | false | genre | 2025-10-30T13:38:49.914216 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 4 | Niche | Global | Unknown | 63.2 | false | false | false | 10 | false | 4 | false | 0 | Unknown | null | Standard | 100 | false | 75 |
0LIWMtd93zoCGx2TdzMJCx | Msumari | 3cAisWS37sGCCtRgWfvrod | Diamond Platnumz | 4zOv6utTtdWh8xx0Jb7R8C | Msumari | single | null | 2,025 | 51 | 222,223 | false | 184 | null | 1 | 1 | null | null | 2025-10-30T13:40:32.396181 | null | 58 | 1,585,642 | bongo flava, bongo piano, amapiano, afrobeats, afrobeat, singeli, afropop, ndombolo, afropiano, rumba congolaise | 2025-09-29 | 3.7 | https://open.spotify.com/track/0LIWMtd93zoCGx2TdzMJCx | ZA40S2501158 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,020 | Contemporary | 0 | Popular | Global | Tanzania | 82.6 | false | true | false | 7 | false | 1 | false | 0 | afrobeats | afrobeats, afropop, amapiano, bongo flava | Standard | 100 | false | 92.8 |
0LMdnwBybfF7f8TMNiU3EU | Say No | 4LzElX8gJiDB7zOUSsswgc | Eedris Abdulkareem | 0bFye8ePg5qm9oVORmFhzU | Afropop Grooves, Vol. 11 | compilation | 2020-06-08 | 2,020 | 0 | 200,437 | false | 185 | null | 7 | 1 | false | genre | 2025-10-30T13:38:43.867157 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 5 | Niche | Global | Unknown | 63.2 | false | false | false | 6 | false | 7 | false | 0 | Unknown | null | Standard | 100 | false | 75 |
0LWuf8FourkvpHgdlEv3fy | Teka | 3tMHi8yJjkGraZofrKOKGS | Malumz on Decks | 3A8PQrckIYzOvciSds7Ewa | Teka | single | 2023-11-10 | 2,023 | 45 | 392,632 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:44.145892 | null | null | null | null | null | null | null | null | Southern_Africa | ZA | afro house | comprehensive_tracks_20251030_133731.csv | 2,020 | Contemporary | 2 | Emerging | Local | Unknown | 66.8 | false | true | false | 4 | false | 0 | false | 0 | Unknown | null | Extended | 0 | false | 76.2 |
0LgyVTrydcYdBWNPSAMjRn | Adorei | 6vTqEFbTtTRJsuIpzZgjxi | Grupo Menos É Mais | 29P1FssQ1SLeYUT0BoCRiR | Hits do Verão - As Mais Praianas (Ao Vivo) | compilation | 2025-10-23 | 2,025 | 0 | 179,452 | false | 0 | null | 15 | 1 | false | market | 2025-10-30T13:38:54.784786 | GH | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Niche | Local | Ghana | 33.7 | false | true | false | 6 | false | 15 | false | 0 | Unknown | null | Standard | 0 | false | 70 |
0M6WhE4wSmpQknatSh6rcQ | 找自己 | 2fZ2IaNadd96zy6UbnUqim | Ay | 3iExPppQmuKAhLK5BPwsmG | 仍是少年 | single | 2019-11-21 | 2,019 | 0 | 244,389 | false | 172 | null | 4 | 1 | false | genre | 2025-10-30T13:38:48.524705 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 6 | Niche | Global | Unknown | 63.2 | false | false | false | 3 | false | 4 | false | 0 | Unknown | null | Standard | 95.6 | false | 70 |
0MD7ZgJ7tUtirzAxz1tkbd | Am I Wrong | 0awl5piYwO0CDTHEkCjUhn | Nico & Vinz | 3s2bCRkPFdwxqf6ksPhlIx | Pepepepepepe Capodanno | compilation | 2023-12-22 | 2,023 | 0 | 245,866 | false | 182 | null | 27 | 1 | false | genre | 2025-10-30T13:38:43.867380 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 2 | Niche | Global | Unknown | 63.2 | false | true | false | 10 | false | 27 | true | 1 | Unknown | null | Standard | 100 | false | 85 |
0ML6rIkiwRcjBBT3UaEQdS | Hits | 3MoqBgTvbV5TAquNDqAYjD | Thee Unemployed | 4vP2Cp3OimFZTw9QXeNT9x | Stairs (Side B) | single | 2020-04-10 | 2,020 | 0 | 127,515 | true | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:51.130258 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 5 | Niche | Local | Nigeria | 33.7 | false | false | false | 4 | false | 1 | false | 0 | Unknown | null | Short | 0 | true | 60 |
0Mp6woHun4Enk7rRaLBrTy | Best of Tope Alabi - Mixtape | 57Om7dRv6u7sAOyMbQbE24 | DJ OP Dot | 4tOgmcLYYaeqVPXBYS2zpb | Best of Tope Alabi (Mixtape) | single | 2024-03-18 | 2,024 | 17 | 4,740,306 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:51.722464 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 1 | Niche | Local | Nigeria | 39.8 | false | true | false | 28 | false | 1 | false | 0 | Unknown | null | Extended | 0 | false | 69.2 |
0Ms0rronIijW3ngbCOtRlB | Afsana | 6IflU2YrY5Cyw7YoBICosV | Fally Ipupa | null | Formule 7 | null | 2022-12-16 | null | 53 | 287,346 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | popular_tracks_20251030_132921.csv | null | Unknown | null | Popular | Unknown | Democratic Republic of the Congo | 60 | false | false | false | 6 | false | 0 | false | 0 | Unknown | null | Long | 0 | false | 63.2 |
0N7MAlCjXR7vGV9X1EgKl0 | Hits | 2RiC3YaPSftsTmnZdDCtE0 | Skoden | 62TLNP6qOASH0FI0InBWVS | Hits | single | 2025-09-19 | 2,025 | 22 | 231,000 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:51.130038 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Niche | Local | Nigeria | 42.9 | false | true | false | 4 | false | 1 | false | 0 | Unknown | null | Standard | 0 | false | 75.5 |
0O80qRnI0mTozJwzfns1eC | Single Again | 1eCaedusgydlcn69blHOvL | Harmonize | 0ZY5xnqRphPOYRkrHF0LiW | Visit Bongo | album | null | 2,023 | 40 | 224,294 | true | 184 | null | 14 | 1 | null | null | 2025-10-30T13:40:33.932890 | null | 51 | 812,796 | bongo flava, bongo piano, singeli, afrobeats, afrobeat, afropop, amapiano, afropiano | 2023-11-24 | 3.74 | https://open.spotify.com/track/0O80qRnI0mTozJwzfns1eC | ZA41S2226940 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,020 | Contemporary | 2 | Emerging | Global | Tanzania | 56.9 | false | true | false | 12 | false | 14 | false | 0 | afrobeats | afrobeats, afropop, amapiano, bongo flava | Standard | 100 | true | 90 |
0OHyYITe0u4akdCEkApT4y | Ke Nakwela (feat. Dj Maphorisa, Uncool MC, Ricky Lenyora & Gipa Entertainment) | 68McnNC9twEtiynOAJRRgZ | Uncle Waffles | 6dcf72EmgRuRBnBs84B5Y6 | BACaRDi Fest EP | compilation | null | 2,024 | 50 | 443,571 | false | 185 | null | 1 | 1 | null | null | 2025-10-30T13:40:36.066280 | null | 54 | 1,372,617 | amapiano, afropiano, gqom, bacardi, afrobeats, 3 step | 2024-09-26 | 7.39 | https://open.spotify.com/track/0OHyYITe0u4akdCEkApT4y | ZB1OS2400366 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,020 | Contemporary | 1 | Popular | Global | Eswatini | 62.1 | false | true | false | 78 | true | 1 | true | 2 | afrobeats | afrobeats, amapiano, gqom | Extended | 100 | false | 92.5 |
0OUXGFYUKNcE3dysWSHRVl | Logo Eu | 1elUiq4X7pxej6FRlrEzjM | Jorge & Mateus | 29P1FssQ1SLeYUT0BoCRiR | Hits do Verão - As Mais Praianas (Ao Vivo) | compilation | 2025-10-23 | 2,025 | 0 | 155,720 | false | 0 | null | 4 | 1 | false | market | 2025-10-30T13:38:54.784898 | GH | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Niche | Local | Ghana | 33.7 | false | true | false | 7 | false | 4 | true | 1 | Unknown | null | Standard | 0 | false | 75 |
0OZr5LrcsKIxtGECSIpQ71 | Wodo Nti | 6waDJroPCatiAwrSPCATkg | Charles Amoah | 6Admxk7AslsdqyZ4StcsNI | Odo Akwan 2 | album | 1998-01-01 | 1,998 | 0 | 265,400 | false | 185 | null | 9 | 1 | false | genre | 2025-10-30T13:38:49.386113 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 1,990 | Classic | 27 | Niche | Global | Ghana | 33.7 | false | false | true | 8 | false | 9 | false | 0 | Unknown | null | Standard | 100 | false | 65 |
0OzA6j3TaYOZWM0LeveNug | Bare Nwele | 28iJq14GBXZYFOMpl99uaf | DJ Odyccy | 5j6Sl2663WV6q1mfBaSbUB | Amapiano Resident | album | 2020-03-06 | 2,020 | 0 | 382,266 | false | 185 | null | 8 | 1 | false | genre | 2025-10-30T13:38:46.139446 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 5 | Niche | Global | Unknown | 63.2 | false | false | false | 10 | false | 8 | false | 0 | Unknown | null | Extended | 100 | false | 70 |
0Q0t5K0a8pTXnAv3Nv8Ao8 | Top Speed | 42q0rYXtR561ypg1Fcw1PI | Shatta Wale | 0fAxhkqlebD9UaF2izXoJ7 | Top Speed | single | 2020-01-11 | 2,020 | 9 | 205,752 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:55.434075 | GH | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 5 | Niche | Local | Ghana | 36.3 | false | false | false | 9 | false | 1 | false | 0 | Unknown | null | Standard | 0 | false | 67.2 |
0Q1bMs3xLQiDEeaneehdxv | Remember | 3a1tBryiczPAZpgoZN9Rzg | Asake | 2O9VJaLSnwjZ2HPpMaVoPU | Work Of Art | album | 2023-06-15 | 2,023 | 71 | 182,142 | false | 185 | null | 11 | 1 | false | genre | 2025-10-30T13:38:45.433657 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 2 | Hit | Global | Nigeria | 86.7 | true | true | false | 8 | false | 11 | false | 0 | Unknown | null | Standard | 100 | false | 97.8 |
0Q7hbISSNIDdh6aJYjpoDU | Let Me Go | 3PwlS5J5xQx4c0vrl16OO6 | DJ Style | 1406DaY2dfAyfxyVGDpOcB | KING & HITS 〜REIWA 1st BEST〜 | album | 2019-11-13 | 2,019 | 0 | 67,386 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:43.534457 | null | null | null | null | null | null | null | null | Southern_Africa | ZA | amapiano | comprehensive_tracks_20251030_133731.csv | 2,010 | Modern | 6 | Niche | Local | Unknown | 63.2 | false | false | false | 9 | false | 0 | false | 0 | Unknown | null | Short | 0 | false | 55 |
0QCIpQV3twfqo9kh0t8Zza | Shake It To The Max (FLY) - Remix | 2hVWBpjLW4Q7fboYz2pVYK | MOLIY | 7jhHpyhKorvt65mYvuhlBs | Shake It To The Max (FLY) (Remix) | single | 2025-02-21 | 2,025 | 85 | 178,775 | true | 185 | null | 1 | 1 | false | genre | 2025-10-30T13:38:44.582632 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Hit | Global | Unknown | 100 | true | true | false | 33 | true | 1 | false | 0 | Unknown | null | Standard | 100 | true | 100 |
0Qe2g06yzLBuuSvVmFiweP | Hasta Aquí Llegué | 1cUpGtXcSQsovNYEZOQgOG | Nanpa Básico | 5lyKUk7jLN0Tue0ThuW9kl | Duelo | album | 2024-11-07 | 2,024 | 79 | 188,887 | false | 185 | null | 3 | 1 | false | genre | 2025-10-30T13:38:44.583085 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 1 | Hit | Global | Unknown | 99.1 | true | true | false | 17 | false | 3 | false | 0 | Unknown | null | Standard | 100 | false | 99.8 |
0QgwwS2xzziKno6nAFODhI | Banging | 5gcVR5mL6NyUafYmgDZZfK | Ruggedman | 4dk13WtYWPZ60MAvV7dpPS | African Love, Vol. 38 | compilation | 2021-03-23 | 2,021 | 0 | 244,784 | false | 185 | null | 10 | 1 | false | year_range | 2025-10-30T13:39:00.100131 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 4 | Niche | Global | Nigeria | 33.7 | false | false | false | 7 | false | 10 | false | 0 | Unknown | null | Standard | 100 | false | 75 |
0QzliuYF4qRMXI76GwepXq | Top Off (feat. JAY Z, Future & Beyoncé) | 0QHgL1lAIqAw0HtD7YldmP | DJ Khaled | 1YgX8BWKleDlDeCOFklRfz | Father Of Asahd | album | 2019-05-17 | 2,019 | 41 | 230,712 | true | 0 | null | 12 | 1 | false | market | 2025-10-30T13:38:59.217411 | TZ | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 6 | Emerging | Local | Tanzania | 59 | false | false | false | 39 | true | 12 | true | 2 | Unknown | null | Standard | 0 | true | 75.2 |
0RVWYiqpXx4yl4piv0MPLM | My God | 2uaQ0i7hnhD1rRwDOSCkOd | BBO | 3KitNkoXR2uuRTvxAhDz6c | My God | single | 2025-02-21 | 2,025 | 60 | 319,250 | false | 0 | null | 1 | 1 | false | market | 2025-10-30T13:38:51.722676 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Popular | Local | Nigeria | 73.5 | false | true | false | 6 | false | 1 | false | 0 | Unknown | null | Long | 0 | false | 80 |
0RhGOD1hqzbqppbABi2yWb | Mateso | 0oBpoZMkHSHxPF1gb48y6E | Tattu | 5ZXCH5uFSVQ0nU5XODMMdV | Best of Kenyan Local Classics 5 | compilation | 2018-02-10 | 2,018 | 18 | 214,334 | false | 0 | null | 12 | 1 | false | market | 2025-10-30T13:38:56.874993 | KE | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 7 | Niche | Local | Kenya | 30.6 | false | false | false | 6 | false | 12 | false | 0 | Unknown | null | Standard | 0 | false | 64.5 |
0S4v8Xpbv2qCeYzhVnhULh | Tanzania - Rampa Remix | 68McnNC9twEtiynOAJRRgZ | Uncle Waffles | 17X1yha8lkmFmVBuBTIoUP | Tanzania (Rampa Remix) | single | null | 2,024 | 46 | 235,699 | false | 185 | null | 1 | 1 | null | null | 2025-10-30T13:40:36.066299 | null | 54 | 1,372,617 | amapiano, afropiano, gqom, bacardi, afrobeats, 3 step | 2024-09-06 | 3.93 | https://open.spotify.com/track/0S4v8Xpbv2qCeYzhVnhULh | DEEC33501642 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,020 | Contemporary | 1 | Emerging | Global | Eswatini | 48.7 | false | true | false | 22 | false | 1 | false | 0 | afrobeats | afrobeats, amapiano, gqom | Standard | 100 | false | 91.5 |
0SCO8PWjkv8ppR2QVAOphv | RUFF | 3UTF2no3muGdiFXVujl94i | Kapo | 0t4IoD2ctBdtx0zRYc8lFe | POR SI ALGUIEN NOS ESCUCHA | album | 2025-07-03 | 2,025 | 73 | 147,066 | false | 185 | null | 3 | 1 | false | genre | 2025-10-30T13:38:45.434037 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Hit | Global | Unknown | 94.5 | true | true | false | 4 | false | 3 | false | 0 | Unknown | null | Short | 100 | false | 93.2 |
0T0FIfA0AI3ELwNVBSZNS3 | Osama | 5mZLaYqN0ZkjxfeUUmiuqL | Zakes Bantwini | 3q8v4F3zabaHlG5IVECT6r | Ghetto King | album | 2021-12-03 | 2,021 | 47 | 409,150 | false | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:44.145823 | null | null | null | null | null | null | null | null | Southern_Africa | ZA | afro house | comprehensive_tracks_20251030_133731.csv | 2,020 | Contemporary | 4 | Emerging | Local | Unknown | 67.2 | false | false | false | 5 | false | 0 | false | 0 | Unknown | null | Extended | 0 | false | 71.8 |
0T0dxQ01YHIYkjtRm4eAra | Mágica - Ao Vivo | 1LIuN7ov1IBQDdLsU83ojl | Hugo & Guilherme | 29P1FssQ1SLeYUT0BoCRiR | Hits do Verão - As Mais Praianas (Ao Vivo) | compilation | 2025-10-23 | 2,025 | 0 | 171,730 | false | 0 | null | 28 | 1 | false | market | 2025-10-30T13:38:58.672266 | TZ | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Niche | Local | Tanzania | 15.3 | false | true | false | 16 | false | 28 | true | 1 | Unknown | null | Standard | 0 | false | 75 |
0TQrA23HswxQzjxCUxNS74 | Pin No 9 10 11 | 6a3lxcgxT39DZWG9QmqQer | Sunny Neji | 4zJrpyNeDmYjezsN7bseoi | Pin No 9 10 11 | album | 2013-02-12 | 2,013 | 0 | 290,213 | false | 184 | null | 1 | 1 | false | year_range | 2025-10-30T13:39:01.350406 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 12 | Niche | Global | Nigeria | 33.7 | false | false | false | 14 | false | 1 | false | 0 | Unknown | null | Long | 100 | false | 60 |
0TdQ54hT5S5racTQAwdW3U | Lil Mama | 4Rj9lQm9oSiMlirgpsM6eo | Sauti Sol | 1uW6l7lFd88GtgYglei0ZR | Lil Mama | single | null | 2,022 | 47 | 224,444 | false | 183 | null | 1 | 1 | null | null | 2025-10-30T13:40:33.214733 | null | 52 | 1,045,096 | bongo flava, gengetone, afropop, rumba congolaise, afrobeats, afro soul, afrobeat, kizomba, afro r&b | 2022-11-25 | 3.74 | https://open.spotify.com/track/0TdQ54hT5S5racTQAwdW3U | ZAEI72200587 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,020 | Contemporary | 3 | Emerging | Global | Kenya | 71.5 | false | true | false | 8 | false | 1 | false | 0 | afrobeats | afrobeats, afropop, bongo flava, gengetone | Standard | 100 | false | 86.8 |
0TlLq3lA83rQOYtrqBqSct | Nonstop | 3TVXtAsR1Inumwj472S9r4 | Drake | 1ATL5GLyefJaxhQzSPVrLX | Scorpion | album | 2018-06-29 | 2,018 | 76 | 238,614 | true | 0 | null | 2 | 1 | false | market | 2025-10-30T13:38:51.722851 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 7 | Hit | Local | Nigeria | 92 | true | false | false | 7 | false | 2 | false | 0 | Unknown | null | Standard | 0 | true | 79 |
0Txx0CmnMNVIrGVfbfvUfp | Save A Soul | 4Jn3ztE2A7Wr5xav3PibZ3 | African China | 4LES1FThlwt9EeapzpsUF7 | Letter To Mr. President Volume 2 | album | 2018-06-01 | 2,018 | 0 | 381,641 | false | 185 | null | 12 | 1 | false | genre | 2025-10-30T13:38:43.866928 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 7 | Niche | Global | Nigeria | 33.7 | false | false | false | 11 | false | 12 | false | 0 | Unknown | null | Extended | 100 | false | 65 |
0UP1t8bOHiRzdeet1WYXLo | Commitment | 1hNaHKp2Za5YdOAG0WnRbc | Tiwa Savage | 3LOsYrNgEAAKIkM29f5LBd | Commitment | single | null | 2,025 | 52 | 191,160 | false | 185 | null | 1 | 1 | null | null | 2025-10-30T13:40:29.334815 | null | 60 | 2,929,317 | afrobeats, afrobeat, afropop, azonto, afropiano, afro r&b, hiplife, afroswing | 2025-02-26 | 3.19 | https://open.spotify.com/track/0UP1t8bOHiRzdeet1WYXLo | GB45A2500007 | null | null | null | analysis_ready_tracks_20251030_134044.csv | 2,020 | Contemporary | 0 | Popular | Global | Nigeria | 63.9 | false | true | false | 10 | false | 1 | false | 0 | afrobeats | afrobeats, afropop, azonto | Standard | 100 | false | 93 |
0UTmrFuqWI3RVK9NPS70tT | Na You | 38x1q1TLe8fjiGvMD9gMyV | Djinee | 1Y25Y41jVKB5mlF0NsVHQH | Black Maverick | album | 2023-10-27 | 2,023 | 0 | 184,800 | false | 185 | null | 7 | 1 | false | genre | 2025-10-30T13:38:43.225833 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 2 | Niche | Global | Unknown | 63.2 | false | true | false | 6 | false | 7 | false | 0 | Unknown | null | Standard | 100 | false | 80 |
0UhDxRVJrZhs54xyhs7fQZ | Top of the Bill - Live | 27T030eWyCQRmDyuvr1kxY | Scorpions | 49C8yGAU4o4k9wC0MnHECA | From The First Sting | album | 2025-10-17 | 2,025 | 40 | 406,843 | false | 0 | null | 7 | 1 | false | market | 2025-10-30T13:38:55.434118 | GH | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 0 | Emerging | Local | Ghana | 51.8 | false | true | false | 22 | false | 7 | false | 0 | Unknown | null | Extended | 0 | false | 75 |
0V3iKUn5RutWPIeTDAhotn | Ghetto Soldier | 2Qcy6Gn39Kbgabvpek6Xh9 | Daddy Showkey | 0NioPIoXFzB1sv6ICNdrW6 | 51 Lex Presents Young Girls | album | 2011-09-18 | 2,011 | 0 | 257,533 | false | 181 | null | 5 | 1 | false | year_range | 2025-10-30T13:39:01.350337 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,010 | Modern | 14 | Niche | Global | Unknown | 63.2 | false | false | false | 14 | false | 5 | false | 0 | Unknown | null | Standard | 100 | false | 65 |
0VHc7W2nzYqDFRMMI6Xaiq | Heart Break | 5gcVR5mL6NyUafYmgDZZfK | Ruggedman | 3gfA8b5ysB1rL9RJt3J5Zi | Afropop Grooves, Vol. 27 | compilation | 2020-06-29 | 2,020 | 0 | 237,586 | false | 185 | null | 12 | 1 | false | year_range | 2025-10-30T13:39:00.100013 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 5 | Niche | Global | Nigeria | 33.7 | false | false | false | 11 | false | 12 | false | 0 | Unknown | null | Standard | 100 | false | 75 |
0VjzaXw81JQJM61pzWwP8b | Nzaza | 3a1tBryiczPAZpgoZN9Rzg | Asake | 0lzPMIAYhhUSD2BPT0VQWI | Mr. Money With The Vibe | album | 2022-09-07 | 2,022 | 69 | 183,829 | false | 0 | null | 8 | 1 | false | market | 2025-10-30T13:38:50.493646 | NG | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 3 | Popular | Local | Nigeria | 83.8 | false | true | false | 5 | false | 8 | false | 0 | Unknown | null | Standard | 0 | false | 82.2 |
0WS1qLcXKsCGt5e3dqq30S | Forever (feat. Malou & Yuna) | 5PlfkPxwCpRRWQJBxCa0By | HUGEL | 4nXpTQXjFGtB5n3vC76IBR | Forever (feat. Malou & Yuna) | single | 2024-09-20 | 2,024 | 74 | 140,500 | false | 161 | null | 1 | 1 | false | genre | 2025-10-30T13:38:44.582715 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 1 | Hit | Global | Unknown | 96 | true | true | false | 28 | true | 1 | true | 2 | Unknown | null | Short | 89.4 | false | 98.5 |
0WjpZZPLAAADeY9Hdam4Nr | golibe | 0FK1hXdXst70HD11n5J26z | FOLA | 6gTLViwiDv6NKtTAG0nm7S | catharsis | album | 2025-09-04 | 2,025 | 69 | 162,587 | true | 0 | null | null | null | null | genre_search | 2025-10-30T13:36:35.142862 | null | null | null | null | null | null | null | null | West_Africa | NG | afropop | comprehensive_tracks_20251030_133731.csv | 2,020 | Contemporary | 0 | Popular | Local | Unknown | 85.8 | false | true | false | 6 | false | 0 | false | 0 | Unknown | null | Standard | 0 | true | 87.2 |
0Ws4xr42DcF02vASNx8sY2 | Always On My Mind | 3WzoYG00RDcrAD5ZPAUmPy | Styl-Plus | 5cl1mc0rGxXCsmP1To2Ns1 | Bumping and Grooving, Vol. 1 | compilation | 2022-06-16 | 2,022 | 0 | 264,057 | false | 185 | null | 13 | 1 | false | genre | 2025-10-30T13:38:43.867407 | null | null | null | null | null | null | null | null | null | null | null | scaled_tracks_20251030_133901.csv | 2,020 | Contemporary | 3 | Niche | Global | Nigeria | 33.7 | false | true | false | 17 | false | 13 | false | 0 | Unknown | null | Standard | 100 | false | 75 |
Spotify-Africa Master Tracks | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: culture_language - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.
Dataset context from the existing Hugging Face card: Spotify-Africa Master Tracks Dataset Description Primary unified dataset with all 1,320 tracks and 52 enrichment features including collaboration detection, genre consolidation, and streaming potential scores. Dataset Details Language: English License: CC-BY-4.0 (Creative Commons Attribution 4.0 International) Source: Spotify Web API Collection Period: 2025 Geographic Coverage: Africa (5 regions: West, East, Southern, Central, North) Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/master_tracks.
Dataset Profile
| Field | Value |
|---|---|
| Hugging Face repo | electricsheepafrica/master_tracks |
| Sector | culture_language |
| Topic tags | music, african-music, spotify, metadata, music-information-retrieval, afrobeats, amapiano |
| Modalities | tabular, text |
| Formats | parquet |
| Size category | 1K<n<10K |
| Countries | Africa-wide or source-defined African coverage |
| ISO3 coverage | not declared |
| Last modified on HF | 2025-10-30 17:02:18+00:00 |
| Inventory snapshot | 2026-07-16T16:00:34Z |
How To Read This Dataset
- Start from the repository files and the dataset viewer when available.
- Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
- Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
- Preserve missing values until you have a defensible imputation rule.
Usage
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/master_tracks")
print(ds)
split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])
Convert To Pandas When Tabular
from datasets import Dataset
first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
df = first_split.to_pandas()
print(df.head())
Data Quality Notes
- This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
- Exact schema, row counts, and source files should be inspected in the repository data files.
- Metadata gaps from the inventory: country, upstream_publisher.
- Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.
Source And Provenance
- Source context: Electric Sheep Africa metadata inventory
- Publisher/source attribution: Public dataset metadata
- License: CC BY 4.0
- Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/master_tracks
- Inventory retrieved at:
2026-07-16T16:00:34Z
Suggested Analyses
- Inspect schema and missingness before modeling.
- Profile variables by geography, time, and subgroup columns where present.
- Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
- Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.
Citation
@misc{electric_sheep_africa_master_tracks_2026,
title = {Spotify-Africa Master Tracks | Africa (Electric Sheep Africa metadata inventory)},
author = {Public dataset metadata},
year = {2026},
url = {https://huggingface.co/datasets/electricsheepafrica/master_tracks},
publisher = {Hugging Face Datasets, engineered by Electric Sheep Africa},
howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/master_tracks}}
}
License
Released under CC BY 4.0.
Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.
About Electric Sheep Africa
Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.
Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.
- Downloads last month
- 32