XU Ruihao, SONG Yangguang, ZHANG Zhe, YANG Shuo, LI Haojie, SUN Yajing, SUN Liwen, ZHANG Bin, ZHANG Shucheng
Chinese Journal of Reproductive Health. 2026, 37(2): 114-124.
Objective Through analyzing big data of internet consultations on male semen and sperm health, this study conducts clustering analysis to explore the public's focus on related knowledge in online consultations.Methods Using the data of Internet consulting services conducted on the platform for three years from April 2020 to March 2023, the network consulting words (consulting contents) were clustered through IP-guard and python technology / software.Results A total of 9 172 340 consultation data (word frequency) were obtained, with 6 major public consultation hotspots as follows:semen (2.8%), sperm (34.0%), semen collection index (1.1%), semen visual index (7.8%), semen microscope examination index (54.1%), and others (0.2%). The indicators related to sperm quality, reflecting male fertility , accounted for 88.1%; the top 10 hot topics were as follows:sperm, movement-speed, sperm activity, vitality, liquidity, total number of sperm, abnormal rate, semen, viscosity, abnormality; the top 13 most frequently consulted words with data volumes exceeding 100 000 were sperm, movement-speed, sperm activity, vitality, rapid movement, activity rate, semen, total number of sperm ejaculated per ejaculation, liquidity, low vitality, semen stringing, abnormal rate, and liquidity time. The proportion of hot keywords in the total number of consultations was 77.6% in the top 10, 91.4% in the top 30, and 95.4% in the top 50.Conclusion This report provides data for the first time on the demand for male fertility, semen analysis, semen health, and sperm health in Internet consultations in China, discloses the volume of consultation data and the public's focus, hot spots, and hot keywords. It shows that the public's consultation content is concentrated on sperm mobility, semen liquefaction and viscosity, sperm count, sperm morphology, abstinence time and semen volume, and the presence of round cells in semen. Launching Internet + fertility / reproductive health consultation services have a positive and important role in improving male fertility and promoting fertility service needs, providing support for improving fertility quality and population numbers.