Global waste paper trade not only addresses resource scarcity issues, alleviates environmental pressures and brings substantial economic gains, but also contributes to the development of global circular economy. Here, we construct global waste paper trade networks (GWPTNs) during 2000–2018, and examine their structural evolution and determinants.