# Tracing Networks of Knowledge in the Digital Age

## TL;DR

This paper discusses how digital traces from social media, repositories, and mobile data enable mapping and understanding the global spread of knowledge, highlighting challenges and available analytical tools.

## Contribution

It provides an overview of methods and tools for analyzing digital traces to study knowledge dissemination at large scales.

## Key findings

- Digital traces reveal patterns of knowledge spread.
- Mapping knowledge networks faces data and methodological challenges.
- Tools exist for analyzing large-scale digital knowledge flows.

## Abstract

The emergence of new digital technologies has allowed the study of human behaviour at a scale and at level of granularity that were unthinkable just a decade ago. In particular, by analysing the digital traces left by people interacting in the online and offline worlds, we are able to trace the spreading of knowledge and ideas at both local and global scales. In this article we will discuss how these digital traces can be used to map knowledge across the world, outlining both the limitations and the challenges in performing this type of analysis. We will focus on data collected from social media platforms, large-scale digital repositories and mobile data. Finally, we will provide an overview of the tools that are available to scholars and practitioners for understanding these processes using these emerging forms of data.