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At the same time, ovarian cancer and uterine cancer occurred less frequently. Generally, the age-standardized incidence rates (ASIRs) of breast cancer, ovarian cancer, and uterine cancer were positively correlated to sociodemographic index (SDI) value. In contrast, the ASIR of cervical cancer was negatively correlated to SDI value. Our study indicates that the incidence and mortality of women's cancers have geographical variations and change along with SDI value. The results might be helpful to policy-makers to allocate healthy resources