What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities.

ABSTRACT:

Background

Because of the growing involvement of communities from various disciplines, data science is constantly evolving and gaining popularity. The growing interest in data science-based services and applications presents numerous challenges for their development. Therefore, data scientists frequently turn to various forums, particularly domain-specific Q&A websites, to solve difficulties. These websites evolve into data science knowledge repositories over time. Analysis of such repositories can provide valuable insights into the applications, topics, trends, and challenges of data science.

Methods

In this article, we investigated what data scientists are asking by analyzing all posts to date on DSSE, a data science-focused Q&A website. To discover main topics embedded in

SUBMITTER: Gurcan F 

PROVIDER: S-EPMC10280584 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature