[Purpose/Significance]In view of the current academic paper evaluation index data,in-depth study of the dynamic,continuous characteristics and regularity of the indicator data will help to more rational evaluation of academic papers.[Method/Process]This paper is based on academic papers published in the Journal Plos One in 2016 and mentioned by Altmetrics in the past year,then proposes two indexes,including the importance index of academic papers and the continuous index of academic papers,and finally,the paper analyzes the characteristics of Altmetrics data,the important and continuous stage of academic papers.[Result/Conclusion]The paper finds that Altmetrics data not only has dynamic characteristics but also stability characteristics,which provides a basis for dynamic evaluation of academic papers based on Altmetrics data;for most academic papers,the social active period is relatively early;for a small number of academic papers,the social active period is relatively late;most academic papers have a short duration,and a small number of academic papers last longer.In addition,this study analyzed the causes of the above phenomena.