To help Shopify merchants and other stakeholders understand worldwide transactions during Black Friday/Cyber Monday (BFCM), Shopify developed the 2020 BFCM Globe. The BFCM Globe (which visualizes orders from one million merchants) and Live View (which offers a similar experience to merchants daily) leverages three.js and layers that enable code reuse and flexibility. These layers include visual representations of orders (using particles to show sender and recipient locations) and carbon offsets (depicted by bubbles). In addition, the Shopify team developed an auto optimizer that can improve the render quality of the application on newer phones and other devices with low-resolution displays and GPUs.