Collect, Process, Visualize - Programming Social Graphs (Instagram, Python, Gephi)
Introduction to network analysis on a real-world example. In this video, we will collect social data from Instagram, process it using Python and then create a graph with Gephi, an open-source graph visualization and exploration tool. I will demonstrate the whole pipeline from start to finish, so that you can easily try out your own data science experiments. In the end, we will see how to use force-directed graph layout algorithms in Gephi and how to run a modularity analysis to visualize community structures (clusters). Join me on this journey and code along 😊 🎬 Overview 00:00 Intro 02:40 Collect data from Instagram 06:15 Process data - Disassemble .HAR files 22:06 Process data - Prepare for Gephi (nodes & edges) 29:44 Visualize data in Gephi 38:33 Bonus: Put profile pictures on nodes 48:10 Outro 👋 You can also find me here: https://open.spotify.com/artist/5ftAW... / splinesmusic / splinesmusic / splinesmusic https://splines.me 📖 Want to dive in deeper? Fast unfolding of communities in large networks (aka "Louvain-Method") https://arxiv.org/pdf/0803.0476.pdf Modularity and community structure in networks https://www.pnas.org/content/pnas/103... Maximizing Modularity is hard https://arxiv.org/pdf/physics/0608255... 🎵 Music Birocratic - Fresh Healthy Perspectives / @birocratic_ Noir Et Blanc Vie - TrueArtRealAffectionPart4 / @noiretblancvie Aaron Kenny - Cocktail Hour / @contactkennya E's Jammy Jams - Book Bag John Deley and the 41 Players - Ersatz Bossa Kevin MacLeod - Just As Soon Subject to the Creative Commons "Attribution 4.0" license Source: http://incompetech.com/music/royalty-... Artist: http://incompetech.com/ Silent Partner - Bet On It Twin Musicom - With a Stamp Subject to the Creative Commons "Attribution 4.0" license Artist: http://www.twinmusicom.org/ Dan Lebowitz - Wave in the Atmosphere / alo - topic Text Me Records / Grandbankss - Soul / @grandbankss Ofshane - Sunset n Beachz / @ofshane The Brothers Records - Sleeplessness / @donguyrockwell Rondo Brothers - Man / @rondobro Dan Lebowitz - Gimme Back My Ya Ya / alo - topic Text Me Records / Social Work - Puffs / @socialxwork Chris Haugen - Fresh Fallen Snow / - topic Asher Fulero - Night Snow / @asherfulero Public Memory - Landing / @felte

Exploring Instagram’s Top 100 Influencers with Gephi: Social Network Analysis & Community Mapping
![Hands-On Power BI Tutorial 📊Beginner to Pro [Full Course] ⚡](https://i.ytimg.com/vi/5X5LWcLtkzg/hqdefault.jpg?sqp=-oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE=&rs=AOn4CLDNz9Q76fnXAXaDKC50Y458IHy8OA)
Hands-On Power BI Tutorial 📊Beginner to Pro [Full Course] ⚡

GEPHI - Introduction to Network Analysis and Visualization (Tutorial)

Graph Neural Networks - a perspective from the ground up

The Unity Tutorial For Complete Beginners

RL for Agents Workshop - Deep Dive on Training Agents with RL and Open Source

Web Scraping Using Python For Beginners and File Handling in Python | Python Web Scraping

Network of The Witcher | Relationship Extraction & Network Analysis with Spacy & NetworkX

Johannes Wachs - Analyzing Networks In Python

How I Destroyed The Secret Gold Civilization in Farlands

Python Machine Learning Tutorial (Data Science)

Introducing Gephi

The Complete Web Development Roadmap

Discovering Communities: Modularity & Louvain #SoMe3

NetworkX Crash Course - Graph Theory in Python

Historical Network Analysis - An Introduction

Getting Started with Network Data Using Gephi

Tips Tricks 24 - Interactive network visualization using pyviz

Autosomal ICW Match Analysis using the Gephi tool

