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2026_​october_​challege

  1. Which song was the streaming champion in each region and each year? Implement a loop to process each region and year automatically.

  2. Which regional champions had the highest total stream counts overall, and where (and when) did they top the charts? Rank the champions against each other, not just by song name, but the region and the year they won are just as important.

  3. How does the world's taste compare to a single country's taste? Are the global chart-toppers the same songs that also win locally, or does each region march to its own beat?

  4. Is there a song that topped the charts in more than one region or in more than one year? A true hit that was successful in multiple regions tells a different story than a song that dominates just once.

  • exclude Viral50 & missing # streams

  • from date to year

  • remove redundant columns

  • streams / 1000

  • exclude region = global

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CSV Reader
Sorter
Sorter
exclude songs < 1
Row Filter
Data Prep
Column Resorter
Bar Chart
Table View
Bar Chart
joinsong & artist
Column Aggregator
unique: region + song & artist
Duplicate Row Filter
Column Filter
Cross Joiner
nr 1 stream
Top k Row Filter
GroupBy
Pivot
GroupBy
title & artist=> sum streams
GroupBy
$region$ = $region (#1)$
Rule-based Row Filter
region & year
Group Loop Start
overlap
Rule Engine
collect results
Loop End
Sorter
add region
Constant Value Column Appender
Table View
GroupBy
add year
Constant Value Column Appender
joinsong & artist + streams
String Manipulation

Nodes

Extensions

Links