Coal-based graphene quantum dots (GQDs) were successfully produced via a one-step chemical synthesis from six different?coal ranks, from which two superhigh organic sulfur (SHOS) coals were selected as natural S-doped carbon sources for the preparation of S-doped GQDs. The effects of coal properties on coal-based GQDs were?analyzed?by?means?of high-resolution transmission electron microscopy (HRTEM), X-ray diffraction (XRD), Fourier transform infrared (FTIR) spectroscopy, X-ray photoelectron spectroscopy (XPS), ultraviolet-visible (UV-Vis) absorption spectroscopy, and fluorescence emission spectra. It was shown that all coal samples can be used to prepare GQDs, which emit blue-green and blue fluorescence under ultraviolet?light. Anthracite-based GQDs have a hexagonal crystal structure without defects, the largest size, and densely arranged carbon rings in their lamellae; the high-rank bituminous coal-based GQDs are?relatively?reduced in size, with their hexagonal crystal structure being only faintly visible; the low-rank?bituminous coal-based GQDs are the smallest, with sparse lattice fringes and visible internal defects. As the metamorphism of raw coals increases, the yield decreases and the fluorescence quantum yield (QY) initially increases and then decreases. Additionally, the surface of GQDs that were prepared using high-rank SHOS coal (high-rank bituminous coal) preserves rich sulfur content even after strong oxidation, which effectively adjusts the bandgap and improves the fluorescence QY. Thus, high-rank bituminous coal with SHOS content can?be used?as a natural S-doped carbon source to prepare S-doped GQDs,?extending the?clean?utilization of?low-grade?coal.