We construct a call network digraph G with attribution using mobile phone call records within 21 days collected by three operators and analyze the social call behavior features through analyzing the degree distribution of nodes of the network digraph under the help of Graphx based on the Spark Platform.We get the following social conclusions from the communication relationship between phone users:on average,users make about5~7 mobile telephone calls and connect about2~3 persons one day;on weekends,people make less calls but spend longer time on each call,revealing that working calls account for a large part of calls on weekdays;among these telephone calls on weekdays,most are less than one minute,and on average,mobile users that call more people also tend to be called by more individuals. We construct a call network digraph G with attribution using mobile phone call records within 21 days collected by three operators and analyze the social call behavior features through analyzing the degree distribution of nodes of the network digraph under the help of Graphx based on the Spark Platform. We get the following social conclusions from the communication relationship between phone users: on average, users make about 5 ~ 7 mobile phone calls and connect about2 ~ 3 persons one day; on weekends, people make less calls but spend longer time on each call, revealing that working calls account for a large part of calls on weekdays; among these calls calls on weekdays; most are less than one minute, and on average, mobile users that call more people also tend to be called by more individuals.