This scatter plot visualizes Spotify artists, plotting the number of songs each artist has in the Top 10,000 against their peak chart position, using a logarithmic scale on both axes to handle wide-ranging values. The visualization aggregates the raw Spotify songs dataset by artist, calculating the total song count and minimum peak position for each artist, then renders each as a semi-transparent circle. Built with D3 v7, the code uses `csvParse` and `flatGroup` to process the data, while `scaleLog` and D3’s axis components handle the scaling and labeling.