{"id":9093,"slug":"spotify-segment-payout-per-listener-2025-2026-robustness","title":"Robustness of Spotify segment cost of revenue per listener per month, Q1 2025 to Q3 2026 (ratio)","source":"Recomputed from spotify-segment-payout-per-listener-2025-2026","source_url":"","source_type":"computed","method":"Sensitivity check on \"ratio\" in the dataset spotify-segment-payout-per-listener-2025-2026, 6 rows carrying a value. Rows sorted by that column, then the totals recomputed with the largest rows dropped one scenario at a time, and again with named rows excluded. sum_change_pct and mean_change_pct are each scenario against the full set. A finding that moves sharply when a single row leaves is a finding about that row.","unit":"eur","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 19:49:00","n":6,"first_party":0,"columns":[{"key":"scenario","label":"Scenario","type":"text"},{"key":"n","label":"Rows","type":"number"},{"key":"sum","label":"Total","type":"number"},{"key":"mean","label":"Mean","type":"number"},{"key":"top_share_pct","label":"Largest row share, %","type":"number"},{"key":"sum_change_pct","label":"Change in total, %","type":"number"},{"key":"mean_change_pct","label":"Change in mean, %","type":"number"}],"rows":[{"scenario":"All rows","n":6,"sum":71.82,"mean":11.97,"top_share_pct":18.52,"sum_change_pct":0,"mean_change_pct":0},{"scenario":"Excluding the top 1 (Q1 2026)","n":5,"sum":58.52,"mean":11.704,"top_share_pct":21.98,"sum_change_pct":-18.52,"mean_change_pct":-2.22},{"scenario":"Excluding the top 3 (Q1 2026, Q2 2026, Q3 2026)","n":3,"sum":33.44,"mean":11.1467,"top_share_pct":33.91,"sum_change_pct":-53.44,"mean_change_pct":-6.88},{"scenario":"Excluding the top 5 (Q1 2026, Q2 2026, Q3 2026, Q1 2025, Q3 2025)","n":1,"sum":10.81,"mean":10.81,"top_share_pct":100,"sum_change_pct":-84.95,"mean_change_pct":-9.69}]}