Beyond the Ontology: How the Rest of Fabric IQ Turns Meaning into Action Yesterday we went deep on Fabric IQ’s Ontology—the shared vocabulary that teaches Microsoft Fabric how your business actually talks. Today we’ll zoom out to everything else: the graph that lets insights travel across relationships, the agents that answer questions and watch your operations in real time, and the governance and integration that make it usable at scale.

Ontology gives your data a voice. Graph and agents give it a say in decisions. In part two of the series, we cover how Fabric IQ’s graph, data agents, and operations agents convert shared meaning into real‑time action. #MicrosoftFabric #FabricIQ #DataAgents #GraphAnalytics

The Weekly Edge: Adieu Kuzu, State of the Graph, NetworkX on Neptune Analytics, & More [17 October 2025] Discover what’s new in the world of graph technology this week, including the archiving of Kuzu DB, the State of the Graph project, a new graph agent, and more.

Check out the full blog post here with more details and links to each of these news items: gdotv.com/blog/weekly-...

If you enjoy these threads, you can also get them straight into your inbox every Friday. Sign up a the bottom of the link above.

#graphdatabases #datascience #graphanalytics #neo4j

[Catch-Up/ICYMI:] Updates on Microsoft Graph in Fabric

After last month's @microsoftfabcon.bsky.social announcements, more details have emerged about Graphs in Fabric

video: www.youtube.com/watch?v=TFrA...

blog post: blog.fabric.microsoft.com/en-US/blog/t...

#MicrosoftFabric #GraphAnalytics

The Weekly Edge: Graphs in Microsoft Fabric, Data Day Texas, EdTech & More [19 September 2025] Discover what’s new in the world of graph technology this week, including a Graphs in Fabric announcement from Microsoft, a rundown of Data Day Texas, and more.

The Weekly Edge: @microsoft.com FabCon announces Graphs in Fabric, catch us (and many others) at @datadaytexas.bsky.social & More
by @bwmerkl.bsky.social @gdotv.bsky.social

Dive into this week’s graph tech tl;dr here: gdotv.com/blog/weekly-...

#graphanalytics #edtech #graphdatabases

Graph-Based Approach Improves Alert Context in Security Operations Centres

Graph‑based method groups SOC alerts into linked graphs, connecting alerts that share IP, asset or time window, helping analysts spot multi‑stage attacks faster. getnews.me/graph-based-approach-imp... #securityoperations #graphanalytics

New graph algorithm just dropped, public endpoints in #AWS Neptune, and more graph database news in this week's Weekly Edge via @gdotv.bsky.social:

gdotv.com/blog/weekly-...
#graphdatabases #graphanalytics #MCP

The Weekly Edge: Public Endpoints in Neptune, Agentic GraphRAG, New Graph Algo [5 September 2025] Discover what’s new in the world of graph technology this week, including Amazon Neptune news, an Apache TinkerPop release, and a Dijkstra’s algorithm ouster.

The Weekly Edge: Public Endpoints in @awscloud Neptune, Agentic #GraphRAG, New Graph Algorithm & More [5 September 2025]

by @bwmerkl.bsky.social @gdotv.bsky.social

Dive into this week’s graph tech news mixtape:
gdotv.com/blog/weekly-...

#graphdatabases #graphanalytics #neo4j

From Names to Networks: Enhancing Sanctions Screening with Graph Analytics In an era of increasing geopolitical tension and rapidly evolving financial crime, traditional sanctions screening methods are being outpaced by the sophistication of sanctions evasion tactics. Regula...

Spotting bad actors isn’t just about names on a list anymore. Today, it’s about connections, networks, and hidden ownership trails. That’s where graph analytics comes in. Curious how it works?
#Sanctions #Compliance #FinancialCrime #GraphAnalytics #RiskManagement

Criminal Network Analysis Algorithms: Combining Knowledge Graph & LLMs Implementing criminal network analysis algorithms leveraging Knowledge Graph & LLMs requires precise technical decisions about...

92% of criminal leaders identified — but it all starts with the right technical foundation.

In Part 2, Alessandro Negro shows how we made Phase 1 scalable & repeatable.

🔗 graphaware.com/blog/combine...

#GraphTechnology #LLM #CriminalIntelligence #GraphAnalytics

Financial Fraud Detection at Scale: Visual Graph Analytics with Google Cloud Spanner Graph &… Chasing Online Fraud — A Constantly Changing Problem

Money-mule scams drain ~$3B/yr in the US alone.

See how Google Cloud's #Spanner Graph + Kineviz #GraphXR turns raw transactions into a live network—zero ETL—to stop fraud fast.

Read more today✍️ medium.com/@kineviz/fin... #FraudDetection #FinCrime #GraphAnalytics #GoogleCloud @developers.google.com

Solving real-world data problems is possible with graph algorithms!⚡
Aura Graph Analytics = scalable, cloud-native, up to 2x faster than OSS tools.

🎥 Watch the demos: www.youtube.com

#GraphAnalytics #Neo4jAura #GDS #FraudDetection #PredictiveMaintenance #TransitOps #DataScience

Solving real-world data problems is possible with graph algorithms!⚡
Aura Graph Analytics = scalable, cloud-native, up to 2x faster than OSS tools.

🎥 Watch the demos: www.youtube.com/playlist?lis...

#GraphAnalytics #Neo4jAura #GDS #FraudDetection #PredictiveMaintenance #TransitOps #DataScience

PuppyGraph's zero-ETL engine transforms relational databases into graph models in minutes. # PuppyGraph Eliminates ETL Complexity: Deploy Graph Analytics in 10 Minutes For developers tired of wrestling with complex ETL pipelines and maintaining separate graph databases, [PuppyGraph][1] pres...

coderlegion.com/3401/puppygr... #puppyquery #ITPressTour #GraphAnalytics #ZeroETL #DataEngineering #GraphDB #SQL #NoSQL #DevTools #RealTimeAnalytics #BigData #TechStack #GraphQuery #DataPipelines

PuppyGraph Transforms Graph Analytics with Zero-ETL Engine: Key Insights from IT Press Tour PuppyGraph demonstrates how its zero-ETL graph query engine eliminates traditional barriers to graph analytics, delivering enterprise-grade performance without the complexity of data migration. The 62...

www.insightsfromanalytics.com/post/puppygr... #puppyquery #ITPressTour #GraphAnalytics #ZeroETL #DataEngineering #GraphDB #SQL #NoSQL #DevTools #RealTimeAnalytics #BigData #ITPT

Neo4j Aura Graph Analytics Demo In this demo, we'll use the microchip supply chain example to show the power of Neo4j Aura Graph Analytics. This new offering provides the power of graph an...

Zero ETL. Just insights.
We’re using a microchip supply chain example to demo how Aura Graph Analytics makes sense of complex data—fast.⚡️

Connect anything. Analyze everything.

👉 www.youtube.com

#Neo4j #GraphAnalytics #SupplyChain #AuraDB

We've got NEWS! 📣 #Neo4j Aura Graph Analytics is now LIVE!
Perform powerful graph analytics seamlessly on any cloud, any data platform, with zero ETL!
Are you ready to focus on innovation rather than implementation?

Here's how: bit.ly/4iSqAql
#GraphDatabase #GraphAnalytics

Analyzing Graphs with Julia A brief tutorial on how to use Julia to analyze graphs using the JuliaGraphs packages

Explore how to analyze graphs in Julia using the #JuliaGraphs ecosystem. From building weighted graphs to centrality and MSTs, this hands-on #tutorial gives you the essentials to get started with graph #analytics in Julia. medium.com/coffee-in-a-...
#JuliaLang #GraphAnalytics #DataScience

Transparency is key in fighting financial crime. #UBO transparency takes KYC to the next level. With #graphanalytics, uncover hidden connections easily—no coding skills needed.

🎥 Watch the full demo: linkurious.com/blog/ubo-ide...

We will cover:
* No-Code Entity Resolution in Linkurious
* Demo: ER Mapping in Linkurious
* Graph-Powered Financial Crime Investigations
* Live Q&A

#GraphPowerHour #EntityResolution #GraphAnalytics #ERKG #Linkurious #Senzing

GraphGeeks Explainer: Entity Resolution to Uncover Your Best Customers and Worst Criminals YouTube video by GraphGeeks

Senzing will sponsor and present at the Gartner Data & Analytics Summit in Orlando, Floria on Mar 2-5.
www.youtube.com/watch?v=W5nh...

#GartnerDA #EntityResolution #GraphAnalytics #ERKG #Senzing #Linkurious
Many thanks to GraphGeeks!

Our CEO Sébastien Heymann answered this and other questions in his opinion piece on:
🔹 #Technology trends in graph and #AI
🔹 Innovations from 2024
🔹 A look into what to expect from 2025

🔗 Take a look here: linkurious.com/blog/the-gra...

#GraphTechnology #Innovation #GraphAnalytics

We’re now on Bluesky! 🌐✨

Excited to connect with the #graph community, exchange insights, and explore the future of #graphanalytics together.

Follow us and join the conversation!

Wang & Wang's "Link Membership Inference Attacks against Unsupervised Graph Representation Learning"

Second in the session was Wang & Wang's "Link Membership Inference Attacks against Unsupervised Graph Representation Learning," which investigates privacy vulnerabilities in UGRL models. (www.acsac.org/2023/p...) 3/4
#UnsupervisedLearning #PrivacyInAI #GraphAnalytics

Register for this week's @NJIT #DataScience Seminar, Wednesday, 15 February, 4pm ET. Sutanay Choudhury @PNNLab speaks on Fast and Accurate Prediction of Potential Energy Functions for 3D Molecular Structures @sutanayc
#ML #GraphAnalytics #MaterialScience
https://bit.ly/3IbB3hh

Register for this week's @NJIT #DataScience Seminar, Wednesday, 21 April, 4pm EDT
Tina Eliassi-Rad @tinaeliassi @Northeastern speaks on geometric & topographical #Graph #Analysis for #ML applications.
#GraphAnalytics #NetworkScience #WomenInSTEM
https://bit.ly/33CBBaM

Register for this week's @NJIT #DataScience Seminar, Wednesday, 14 April, 4pm EDT
Aydın Buluç @aydoz @BerkeleyLab speaks on large-scale #graph representation learning and computational #biology through sparse matrices.
#ML #CompBio #GraphAnalytics
https://bit.ly/33CBBaM

Graph-based intelligence analysis
#GraphAnalytics #DataScience
www.analyticbridge.datasciencecentral.com/profiles/blogs/graph-bas...

The Practitioner's Guide to Graph Data: Applying Graph Thinking and Graph Technologies to Solve Complex Problems #Data #GraphAnalytics #Analytics #DataScience https://amzn.to/32tbCmR

Graph-based intelligence analysis
#GraphAnalytics #DataScience
www.analyticbridge.datasciencecentral.com/profiles/blogs/graph-bas...

Our new paper on "Numerically approximating centrality for #graph ranking guarantees" by Eisha Nathan, Geoffrey Sanders, Van Henson, and @Prof_DavidBader, is available from Journal of Computational Science at http://bit.ly/2Jpa5lq
#GraphAnalytics #DataScience #NetworkScience