Data Skeptic

Organizational Network Analysis


Listen Later

In this episode, Gabriel Petrescu, an organizational network analyst, discusses how network science can provide deep insights into organizational structures using OrgXO, a tool that maps companies as networks rather than rigid hierarchies. Listeners will learn how analyzing workplace collaboration networks can reveal hidden influencers, organizational bottlenecks, and engagement levels, offering a data-driven approach to improving effectiveness and resilience.

Key insights include how companies can identify overburdened employees, address silos between departments, and detect vulnerabilities where too few individuals hold critical knowledge. Real-life applications range from mergers and acquisitions, where network analysis helps assess company dynamics before an acquisition, to restructuring efforts that improve workflow and team collaboration.

Gabriel’s work highlights how organizations can shift from traditional hierarchical thinking to a network-based perspective, leading to smarter decision-making and more adaptable companies.

...more
View all episodesView all episodes
Download on the App Store

Data SkepticBy Kyle Polich

  • 4.4
  • 4.4
  • 4.4
  • 4.4
  • 4.4

4.4

468 ratings


More shows like Data Skeptic

View all
Talk Python To Me by Michael Kennedy

Talk Python To Me

580 Listeners

Software Engineering Daily by Software Engineering Daily

Software Engineering Daily

624 Listeners

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

439 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

295 Listeners

Python Bytes by Michael Kennedy and Brian Okken

Python Bytes

214 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

312 Listeners

Data Engineering Podcast by Tobias Macey

Data Engineering Podcast

139 Listeners

AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion by AI & Data Today

AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

149 Listeners

DataFramed by DataCamp

DataFramed

266 Listeners

Practical AI by Practical AI LLC

Practical AI

196 Listeners

The Real Python Podcast by Real Python

The Real Python Podcast

137 Listeners

Last Week in AI by Skynet Today

Last Week in AI

271 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

92 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

178 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

70 Listeners