Hypertension remains a global health concern with a rising prevalence,
necessitating effective monitoring and understanding of blood pressure (BP)
dynamics. This study delves into the wealth of information derived from BP
measurement, a crucial approach in informing our understanding of hypertensive
trends. Numerous studies have reported on the relationship between BP variation
and various factors. In this research, we leveraged an extensive dataset
comprising 75 million records spanning two decades, offering a unique
opportunity to explore and analyze BP variations across demographic features
such as age, race, and gender. Our findings revealed that gender-based BP
variation was not statistically significant, challenging conventional
assumptions. Interestingly, systolic blood pressure (SBP) consistently
increased with age, while diastolic blood pressure (DBP) displayed a
distinctive peak in the forties age group. Moreover, our analysis uncovered
intriguing similarities in the distribution of BP among some of the racial
groups. This comprehensive investigation contributes to the ongoing discourse
on hypertension and underscores the importance of considering diverse
demographic factors in understanding BP variations. Our results provide
valuable insights that may inform personalized healthcare approaches tailored
to specific demographic profiles.

本研究基于包含 7500 万条记录的广泛数据集， 探索并分析了血压在年龄、种族和性别等人口统计特征上的变化，结果发现性别对血压变化的影响并不显著，而舒张压在四十多岁年龄组呈现出一个独特的峰值，同时在一些种族群体中发现了血压分布的有趣相似性，这一全面调查为高血压的研究做出了贡献，并强调了考虑各种人口统计特征在理解血压变化中的重要性，研究结果提供了宝贵的洞察，可以为个性化的医疗做出指导。