The recordings represented 77% of all known bird species, offering a comprehensive understanding of global patterns in bird communication. Bird species living at similar latitudes tend to produce similar types of sounds across the globe, suggesting that environmental conditions linked to latitude — such as climate — play a significant role in shaping bird communication. Smaller birds will generate higher-frequency sounds, while larger birds produce lower-frequency calls.