IMDEA Networks Institute Publications Repository

A large-scale analysis of Facebook’s user-base and user engagement growth

Kassa, Yonas Mitike and Cuevas, Rubén and Cuevas, Ángel (2018) A large-scale analysis of Facebook’s user-base and user engagement growth. [Technical Reports]

This is the latest version of this item.

[img] PDF (A large-scale analysis of Facebook’s user-base and user engagement growth) - Submitted Version
Download (2593Kb)

Abstract

Understanding the evolution of the user-base as well as user engagement of online services is critical not only for the service operators but also for customers, investors, and users. While we can find research works addressing this issue in online services such as Twitter, MySpace or Google+, such detailed analysis is missing for Facebook, which is currently the largest online social network. This paper presents the first detailed study on the demographic and geographic composition and evolution of the user-base and user engagement in Facebook over a period of three years. To this end, we have implemented a measurement methodology that leverages the marketing API of Facebook to retrieve actual information about the number of total users and the number of daily active users across 230 countries and age groups ranging between 13 and 65+. The conducted analysis reveals that Facebook is still growing and geographically expanding. Moreover, the growth pattern is heterogeneous across age groups, genders, and geographical regions. In particular, from a demography perspective, Facebook shows the lowest growth pattern among adolescents. Gender based analysis showed that growth among men is still higher than growth in women. Our geographical analysis reveals that while Facebook growth is slower in western countries, it presents fastest growth in developing countries mainly located in Africa and Central Asia, analyzing the penetration of these countries also shows that these countries are at earlier stages of Facebook penetration. Leveraging external socioeconomic datasets we also showed that this heterogeneous growth can be characterized by indicators such as availability and access to internet, Facebook popularity, and factors related with population growth and gender inequality.

Item Type: Technical Reports
Subjects: UNSPECIFIED
Divisions: UNSPECIFIED
Depositing User: Yonas Yonas Kassa
Date Deposited: 04 Oct 2018 13:31
Last Modified: 04 Oct 2018 13:31
URI: http://eprints.networks.imdea.org/id/eprint/1895

Available Versions of this Item

  • A large-scale analysis of Facebook’s user-base and user engagement growth. (deposited 04 Oct 2018 13:31) [Currently Displayed]

Actions (login required)

View Item View Item