{"id":9002,"slug":"apple-songs-vs-video-artist-overlap-41-african-markets-2026","title":"Apple Music songs chart versus music-videos chart, artist overlap in 41 African markets, 16 August to 3 November 2026","source":"This desk's own Apple Music daily chart collection (afw_chart_snapshot \/ afw_chart_entry)","source_url":"","source_type":"computed","method":"Population: every Apple Music daily chart snapshot this desk collected with source='apple' and chart_type in ('songs','music-videos') for an African country code, 16 August to 3 November 2026. Unit of observation is a country-day in which BOTH the songs chart and the music-videos chart were collected for the same market on the same date, which gives 2,411 paired country-days across 41 markets and 77 dates; country-days where only one of the two charts was collected are excluded entirely, so collection gaps cannot bias the comparison. Within each paired country-day the lead artist is taken from each chart entry's artist credit by truncating at the first of ' & ', ', ', ' feat. ', ' featuring ' or ' x ', then lowercased and trimmed; the resulting lead artists are de-duplicated within each chart, so one artist holding four entries on a chart counts once for that country-day. video_artist_slots and songs_artist_slots are the sums of those per-country-day de-duplicated lead-artist counts; on_both_slots counts lead artists present on both charts in the same country-day; video_only_slots is video_artist_slots minus on_both_slots. Excluded: Apple's albums chart, and all other services. No origin classification is used in this table.","unit":"count","license":"Afrobeats Wire's compilation and analysis are licensed CC BY 4.0. Rights in the underlying source data remain with the source named above.","confidence":"high","retrieved":"2026-11-04 01:46:12","n":41,"first_party":0,"columns":[{"key":"market","label":"Market","type":"text"},{"key":"iso2","label":"ISO2","type":"text"},{"key":"paired_days","label":"Paired country-days","type":"number"},{"key":"video_artist_slots","label":"Video-chart artist slots","type":"number"},{"key":"songs_artist_slots","label":"Songs-chart artist slots","type":"number"},{"key":"on_both_slots","label":"On both charts","type":"number"},{"key":"video_only_slots","label":"Video chart only","type":"number"},{"key":"video_only_pct","label":"Video-only share of video chart (%)","type":"number"}],"rows":[{"market":"S\u00e3o Tom\u00e9 and Pr\u00edncipe","iso2":"ST","paired_days":17,"video_artist_slots":32,"songs_artist_slots":684,"on_both_slots":0,"video_only_slots":32,"video_only_pct":100},{"market":"Seychelles","iso2":"SC","paired_days":60,"video_artist_slots":3784,"songs_artist_slots":1902,"on_both_slots":204,"video_only_slots":3580,"video_only_pct":94.61},{"market":"Tunisia","iso2":"TN","paired_days":56,"video_artist_slots":3977,"songs_artist_slots":3944,"on_both_slots":269,"video_only_slots":3708,"video_only_pct":93.24},{"market":"Gabon","iso2":"GA","paired_days":65,"video_artist_slots":4859,"songs_artist_slots":3278,"on_both_slots":350,"video_only_slots":4509,"video_only_pct":92.8},{"market":"Egypt","iso2":"EG","paired_days":63,"video_artist_slots":3890,"songs_artist_slots":1423,"on_both_slots":304,"video_only_slots":3586,"video_only_pct":92.19},{"market":"Guinea-Bissau","iso2":"GW","paired_days":59,"video_artist_slots":3607,"songs_artist_slots":4193,"on_both_slots":300,"video_only_slots":3307,"video_only_pct":91.68},{"market":"Botswana","iso2":"BW","paired_days":62,"video_artist_slots":3620,"songs_artist_slots":3584,"on_both_slots":316,"video_only_slots":3304,"video_only_pct":91.27},{"market":"Cabo Verde","iso2":"CV","paired_days":54,"video_artist_slots":3344,"songs_artist_slots":2946,"on_both_slots":301,"video_only_slots":3043,"video_only_pct":91},{"market":"Namibia","iso2":"NA","paired_days":61,"video_artist_slots":3383,"songs_artist_slots":3771,"on_both_slots":305,"video_only_slots":3078,"video_only_pct":90.98},{"market":"Angola","iso2":"AO","paired_days":56,"video_artist_slots":3885,"songs_artist_slots":2945,"on_both_slots":392,"video_only_slots":3493,"video_only_pct":89.91},{"market":"Libya","iso2":"LY","paired_days":69,"video_artist_slots":5252,"songs_artist_slots":5255,"on_both_slots":554,"video_only_slots":4698,"video_only_pct":89.45},{"market":"Mali","iso2":"ML","paired_days":61,"video_artist_slots":4126,"songs_artist_slots":2310,"on_both_slots":440,"video_only_slots":3686,"video_only_pct":89.34},{"market":"Mozambique","iso2":"MZ","paired_days":60,"video_artist_slots":4045,"songs_artist_slots":3284,"on_both_slots":456,"video_only_slots":3589,"video_only_pct":88.73},{"market":"Morocco","iso2":"MA","paired_days":61,"video_artist_slots":4290,"songs_artist_slots":2298,"on_both_slots":486,"video_only_slots":3804,"video_only_pct":88.67},{"market":"Eswatini","iso2":"SZ","paired_days":61,"video_artist_slots":3165,"songs_artist_slots":3232,"on_both_slots":363,"video_only_slots":2802,"video_only_pct":88.53},{"market":"Zimbabwe","iso2":"ZW","paired_days":59,"video_artist_slots":3081,"songs_artist_slots":2880,"on_both_slots":371,"video_only_slots":2710,"video_only_pct":87.96},{"market":"Madagascar","iso2":"MG","paired_days":60,"video_artist_slots":4038,"songs_artist_slots":3342,"on_both_slots":521,"video_only_slots":3517,"video_only_pct":87.1},{"market":"Chad","iso2":"TD","paired_days":60,"video_artist_slots":4624,"songs_artist_slots":3998,"on_both_slots":615,"video_only_slots":4009,"video_only_pct":86.7},{"market":"Mauritius","iso2":"MU","paired_days":58,"video_artist_slots":4225,"songs_artist_slots":3652,"on_both_slots":573,"video_only_slots":3652,"video_only_pct":86.44},{"market":"Malawi","iso2":"MW","paired_days":64,"video_artist_slots":3863,"songs_artist_slots":2948,"on_both_slots":529,"video_only_slots":3334,"video_only_pct":86.31},{"market":"C\u00f4te d'Ivoire","iso2":"CI","paired_days":65,"video_artist_slots":3802,"songs_artist_slots":1881,"on_both_slots":524,"video_only_slots":3278,"video_only_pct":86.22},{"market":"Sierra Leone","iso2":"SL","paired_days":64,"video_artist_slots":4148,"songs_artist_slots":2586,"on_both_slots":604,"video_only_slots":3544,"video_only_pct":85.44},{"market":"South Africa","iso2":"ZA","paired_days":56,"video_artist_slots":2889,"songs_artist_slots":3002,"on_both_slots":429,"video_only_slots":2460,"video_only_pct":85.15},{"market":"Congo, Rep.","iso2":"CG","paired_days":66,"video_artist_slots":4558,"songs_artist_slots":2355,"on_both_slots":682,"video_only_slots":3876,"video_only_pct":85.04},{"market":"Mauritania","iso2":"MR","paired_days":59,"video_artist_slots":3947,"songs_artist_slots":3794,"on_both_slots":608,"video_only_slots":3339,"video_only_pct":84.6},{"market":"Niger","iso2":"NE","paired_days":60,"video_artist_slots":4003,"songs_artist_slots":2460,"on_both_slots":623,"video_only_slots":3380,"video_only_pct":84.44},{"market":"Congo, Dem. Rep.","iso2":"CD","paired_days":61,"video_artist_slots":3636,"songs_artist_slots":2146,"on_both_slots":568,"video_only_slots":3068,"video_only_pct":84.38},{"market":"Rwanda","iso2":"RW","paired_days":61,"video_artist_slots":3533,"songs_artist_slots":2822,"on_both_slots":580,"video_only_slots":2953,"video_only_pct":83.58},{"market":"Algeria","iso2":"DZ","paired_days":65,"video_artist_slots":4623,"songs_artist_slots":3840,"on_both_slots":770,"video_only_slots":3853,"video_only_pct":83.34},{"market":"Senegal","iso2":"SN","paired_days":63,"video_artist_slots":4042,"songs_artist_slots":2323,"on_both_slots":689,"video_only_slots":3353,"video_only_pct":82.95},{"market":"Kenya","iso2":"KE","paired_days":59,"video_artist_slots":3572,"songs_artist_slots":2745,"on_both_slots":614,"video_only_slots":2958,"video_only_pct":82.81},{"market":"Gambia","iso2":"GM","paired_days":66,"video_artist_slots":3588,"songs_artist_slots":2828,"on_both_slots":617,"video_only_slots":2971,"video_only_pct":82.8},{"market":"Tanzania","iso2":"TZ","paired_days":62,"video_artist_slots":4079,"songs_artist_slots":2735,"on_both_slots":723,"video_only_slots":3356,"video_only_pct":82.28},{"market":"Cameroon","iso2":"CM","paired_days":61,"video_artist_slots":3820,"songs_artist_slots":2667,"on_both_slots":682,"video_only_slots":3138,"video_only_pct":82.15},{"market":"Benin","iso2":"BJ","paired_days":63,"video_artist_slots":3752,"songs_artist_slots":1843,"on_both_slots":694,"video_only_slots":3058,"video_only_pct":81.5},{"market":"Zambia","iso2":"ZM","paired_days":58,"video_artist_slots":2965,"songs_artist_slots":2407,"on_both_slots":573,"video_only_slots":2392,"video_only_pct":80.67},{"market":"Uganda","iso2":"UG","paired_days":65,"video_artist_slots":3807,"songs_artist_slots":3182,"on_both_slots":776,"video_only_slots":3031,"video_only_pct":79.62},{"market":"Burkina Faso","iso2":"BF","paired_days":19,"video_artist_slots":1161,"songs_artist_slots":1008,"on_both_slots":237,"video_only_slots":924,"video_only_pct":79.59},{"market":"Liberia","iso2":"LR","paired_days":59,"video_artist_slots":3149,"songs_artist_slots":2333,"on_both_slots":712,"video_only_slots":2437,"video_only_pct":77.39},{"market":"Ghana","iso2":"GH","paired_days":61,"video_artist_slots":2756,"songs_artist_slots":1851,"on_both_slots":800,"video_only_slots":1956,"video_only_pct":70.97},{"market":"Nigeria","iso2":"NG","paired_days":52,"video_artist_slots":1715,"songs_artist_slots":1434,"on_both_slots":589,"video_only_slots":1126,"video_only_pct":65.66}]}