{"id":7605,"slug":"panel-day-over-day-17-to-18-october-2026-robustness","title":"Robustness of Panel-matched day-over-day change, 17 to 18 October 2026, with each row’s share of the panel’s net gain (change_streams)","source":"Recomputed from panel-day-over-day-17-to-18-october-2026","source_url":"","source_type":"computed","method":"Sensitivity check on \"change_streams\" in the dataset panel-day-over-day-17-to-18-october-2026, 54 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":"streams","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":"2026-10-18 07:54:14","n":54,"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":54,"sum":1468024,"mean":27185.6296,"top_share_pct":85.3,"sum_change_pct":0,"mean_change_pct":0},{"scenario":"Excluding the top 1 (Fireboy DML)","n":53,"sum":215830,"mean":4072.2642,"top_share_pct":526.84,"sum_change_pct":-85.3,"mean_change_pct":-85.02},{"scenario":"Excluding the top 3 (Fireboy DML, Blaqbonez, DJ Zinhle)","n":51,"sum":-1011754,"mean":-19838.3137,"top_share_pct":-8.89,"sum_change_pct":-168.92,"mean_change_pct":-172.97},{"scenario":"Excluding the top 5 (Fireboy DML, Blaqbonez, DJ Zinhle, Cruel Santino, Zee Nxumau2026)","n":49,"sum":-1166175,"mean":-23799.4898,"top_share_pct":-4.98,"sum_change_pct":-179.44,"mean_change_pct":-187.54}]}