https://www.kineviz.com/blog Graph visualization, network analysis, and investigative intelligence from the Kineviz team. en-us https://www.kineviz.com/blog/meet-graphxr-agent https://www.kineviz.com/blog/meet-graphxr-agent Ben Goosman Wed, 06 May 2026 00:00:00 GMT I am proud to announce the beta release of GraphXR Agent on graphxr.kineviz.com. Try it out. AI Knowledge Graph https://www.kineviz.com/blog/a-visual-way-to-explore-my-musical-universe https://www.kineviz.com/blog/a-visual-way-to-explore-my-musical-universe Diénert Vieira Wed, 22 Apr 2026 00:00:00 GMT Did you ever feel like you lacked a visual way to explore your musical universe? Graphxr Spotify Graph https://www.kineviz.com/blog/from-spanner-graph-to-operational-insight-visual-telco-analysis-with-kineviz-graphxr https://www.kineviz.com/blog/from-spanner-graph-to-operational-insight-visual-telco-analysis-with-kineviz-graphxr Weidong Yang Thu, 16 Apr 2026 00:00:00 GMT Communication Service Providers (CSPs) are building autonomous networks while tackling the exploding complexity of modern… Telco Graph Data Visualization https://www.kineviz.com/blog/using-graphxr-agent-to-create-a-graph-and-dashboard-from-csv https://www.kineviz.com/blog/using-graphxr-agent-to-create-a-graph-and-dashboard-from-csv Ben Goosman Wed, 04 Mar 2026 00:00:00 GMT It’s easy to use GraphXR’s built-in Agent to create graphs and dashboards from a CSV file! (currently a limited access feature. Contact us… AI AI Agent Knowledge Graph Graph Database Data Visualization https://www.kineviz.com/blog/im-not-a-gql-specialist-i-still-surfaced-hidden-patterns-in-a-spanner-database-in-an-afternoon https://www.kineviz.com/blog/im-not-a-gql-specialist-i-still-surfaced-hidden-patterns-in-a-spanner-database-in-an-afternoon Diénert Vieira Fri, 27 Feb 2026 00:00:00 GMT Cloud Spanner Graph Database Google Cloud Platform Data Visualization Gql https://www.kineviz.com/blog/knowledge-maps-evidence-first-context-preserving-structure-for-real-world-knowledge https://www.kineviz.com/blog/knowledge-maps-evidence-first-context-preserving-structure-for-real-world-knowledge Weidong Yang Sun, 25 Jan 2026 00:00:00 GMT How to turn messy text into useful structure for analytics and decision-making — while keeping context, time, and provenance intact. Knowledge Graph Graphrag Retrieval Augmented Gen AI https://www.kineviz.com/blog/vibe-coding-a-jira-dashboard-in-graphxr-with-cursor https://www.kineviz.com/blog/vibe-coding-a-jira-dashboard-in-graphxr-with-cursor Ben Goosman Thu, 11 Dec 2025 00:00:00 GMT It’s easy to drown in a sea of Jira tickets. Laying them out on a 3d canvas helps us stay afloat, because we can visually organize tickets… AI Cursor Knowledge Graph 3d Jira https://www.kineviz.com/blog/leveraging-graphxr-to-study-ransomware-threat-actors https://www.kineviz.com/blog/leveraging-graphxr-to-study-ransomware-threat-actors Kineviz Thu, 20 Nov 2025 00:00:00 GMT by Nedelcho Mihaylov, CyberPeace Institute with Weidong Yang, Kineviz, Inc. Cybersecurity Ransomware Data Visualization GraphQL Threat Intelligence https://www.kineviz.com/blog/how-to-pinpoint-nycs-most-dangerous-driving-hours-using-data https://www.kineviz.com/blog/how-to-pinpoint-nycs-most-dangerous-driving-hours-using-data Diénert Vieira Thu, 28 Aug 2025 00:00:00 GMT A visual analysis of car crashes by hour and day that reveals the city’s hidden traffic patterns. Data Visualization NYC Data Science Traffic Safety Urban Planning https://www.kineviz.com/blog/from-question-to-graph-turning-natural-language-into-cypher-with-agentic-ai https://www.kineviz.com/blog/from-question-to-graph-turning-natural-language-into-cypher-with-agentic-ai Aditya Korlahalli Wed, 13 Aug 2025 00:00:00 GMT The Task This summer, I was a software engineer intern at Kineviz working on GraphXR. My task was to make words into graphs: building an… Graph Database Agentic Ai Data Visualization Model Context Protocol Cypher Queries https://www.kineviz.com/blog/financial-fraud-detection-at-scale-visual-graph-analytics-with-google-cloud-spanner-graph https://www.kineviz.com/blog/financial-fraud-detection-at-scale-visual-graph-analytics-with-google-cloud-spanner-graph Kineviz Wed, 09 Jul 2025 00:00:00 GMT Chasing Online Fraud — A Constantly Changing Problem Graph Analytics Visualization Google Cloud Platform Spanner https://www.kineviz.com/blog/graphbi-expanding-analytics-to-all-data-through-the-combination-of-genai-graph-visual https://www.kineviz.com/blog/graphbi-expanding-analytics-to-all-data-through-the-combination-of-genai-graph-visual Kineviz Thu, 08 May 2025 00:00:00 GMT Take a deep dive into the challenges inherent in realizing the value of big data. In MLOps Podcast no. 310, Paco Nathan, Principal DevRel… Graph Visualization Analytics Mlops Business Intelligence https://www.kineviz.com/blog/graphbi-expanding-analytics-to-all-data-with-genai-graph-and-visual-analytics https://www.kineviz.com/blog/graphbi-expanding-analytics-to-all-data-with-genai-graph-and-visual-analytics Kineviz Wed, 09 Apr 2025 00:00:00 GMT Data is useful to the extent that it enables decision-making, and that involves evaluation of patterned information in an appropriate… Graph Business Intelligence Visualization Genai Analytics https://www.kineviz.com/blog/sightxr-kuzu-for-building-rapid-transparent-knowledge-graphs https://www.kineviz.com/blog/sightxr-kuzu-for-building-rapid-transparent-knowledge-graphs Alex Law Tue, 01 Apr 2025 00:00:00 GMT A common hurdle in adopting graph databases is the complexity of setting up and managing traditional server-based infrastructures. To… Visualization Analytics Sightxr Kuzu Graph https://www.kineviz.com/blog/accelerating-supply-chain-insights-with-puppygraph-kinevizs-graphxr https://www.kineviz.com/blog/accelerating-supply-chain-insights-with-puppygraph-kinevizs-graphxr Alex Law Fri, 31 Jan 2025 00:00:00 GMT Supply chain data tends to be pushed to its limits when queried within the SQL ecosystem. Specifically, analyzing supply chain data in SQL… Puppygraph Data Visualisation Supply Chain Big Data Analytics Graph Query Language https://www.kineviz.com/blog/how-to-create-a-knowledge-map-from-500k-email-messages-using-llm https://www.kineviz.com/blog/how-to-create-a-knowledge-map-from-500k-email-messages-using-llm Ben Goosman Tue, 05 Nov 2024 00:00:00 GMT Email correspondence holds key information about what has happened in a business, and crucially, who was responsible for key decisions. But… Knowledge Graph Elixir Etl LLM Visualization https://www.kineviz.com/blog/how-do-you-visualize-a-data-stream https://www.kineviz.com/blog/how-do-you-visualize-a-data-stream Matthew Pagan Tue, 15 Oct 2024 00:00:00 GMT Visualize data streams in real time with Quine and GraphXR, enabling proactive insights and smarter decision-making. Event Stream Processing Real Time Streaming Data Real Time Analytics Blockchain Data Stream Processing https://www.kineviz.com/blog/loading-sec-filings-into-graphxr-using-senzing-for-entity-resolution https://www.kineviz.com/blog/loading-sec-filings-into-graphxr-using-senzing-for-entity-resolution Diénert Vieira Thu, 06 Jun 2024 00:00:00 GMT Context on the SEC filings Knowledge Graph Genai LLM Entity Disambiguation Visualization https://www.kineviz.com/blog/investigating-cybersecurity-in-public-companies https://www.kineviz.com/blog/investigating-cybersecurity-in-public-companies Weidong Yang Fri, 15 Mar 2024 00:00:00 GMT Extract and visualize incidents reported in SEC 8K and 6K filings Knowledge Graph Genai Neo4j Investigation Visualization https://www.kineviz.com/blog/fine-tuning-to-enhance-nlp-tasks-with-small-self-hosted-language-models https://www.kineviz.com/blog/fine-tuning-to-enhance-nlp-tasks-with-small-self-hosted-language-models Ana Areias Thu, 14 Mar 2024 00:00:00 GMT Instruction fine-tuning Mistral:Instruct 7B improved standard named entity recognition (NER) F1 score by 12% and domain-specific NER by… LLM NLP Open Source Named Entity Recognition Mistral 7b https://www.kineviz.com/blog/immersive-data-visualization-for-remote-collaboration-in-law-enforcement https://www.kineviz.com/blog/immersive-data-visualization-for-remote-collaboration-in-law-enforcement Kineviz Tue, 13 Feb 2024 00:00:00 GMT Project INFINITY is a three year consortium under the EU’s Horizon 2020 research and innovation program aiming “to transform the… VR Infinity Graph Visualization Multiplayer Research And Development https://www.kineviz.com/blog/locally-hosted-llms-for-entity-and-relationship-extraction https://www.kineviz.com/blog/locally-hosted-llms-for-entity-and-relationship-extraction Ana Areias Tue, 06 Feb 2024 00:00:00 GMT Comparing the quality of responses generated with self-hosted Mistral-7b with OpenAI’s ChatGPT Entity Extraction Mistral Generative Ai Tools LLM NLP https://www.kineviz.com/blog/re-serving-the-plaintiff-how-sightxr-helps-you-find-banal-details-in-the-epstein-documents-in https://www.kineviz.com/blog/re-serving-the-plaintiff-how-sightxr-helps-you-find-banal-details-in-the-epstein-documents-in Ben Goosman Fri, 02 Feb 2024 00:00:00 GMT We feed 4,728 pages of Epstein documents into SightXR, which uses AI to automatically generate thousands of observations relating entities… AI Jeffrey Epstein Graph Visualization https://www.kineviz.com/blog/analyzing-the-unsealed-jeffrey-epstein-documents-in-sightxr https://www.kineviz.com/blog/analyzing-the-unsealed-jeffrey-epstein-documents-in-sightxr Ben Goosman Mon, 08 Jan 2024 00:00:00 GMT A 943 page document was released on January 3, 2024 filled with court transcripts related to the Epstein case. Knowledge Graph Neo4j Epstein AI https://www.kineviz.com/blog/leveraging-llms-with-kineviz-sightxr-for-visual-graph-exploration-of-the-enron-corpus https://www.kineviz.com/blog/leveraging-llms-with-kineviz-sightxr-for-visual-graph-exploration-of-the-enron-corpus Diénert Vieira Tue, 19 Dec 2023 00:00:00 GMT After two decades, the Enron bankruptcy case still has lessons for how mismanagement and wrongdoing can destroy a large and seemingly… LLM AI Graph Dataviz Enron https://www.kineviz.com/blog/the-feature-graph-for-proactive-threat-detection https://www.kineviz.com/blog/the-feature-graph-for-proactive-threat-detection Weidong Yang Fri, 08 Dec 2023 00:00:00 GMT In a previous article, I introduced a tiered architecture for detecting and combining specific patterns in big data streams. Big Data Threat Detection Real Time Analytics Neo4j https://www.kineviz.com/blog/graph-strategy-for-proactive-threat-response https://www.kineviz.com/blog/graph-strategy-for-proactive-threat-response Weidong Yang Tue, 28 Nov 2023 00:00:00 GMT Patterns of events that signal a threat can often be found after the fact in an enterprise’s big data archive. The patterns are typically… Real Time Analytics Big Data Graph Analytics Real Time Alerts Anti Fraud https://www.kineviz.com/blog/ai-powered-knowledge-maps-for-navigating-unstructured-data https://www.kineviz.com/blog/ai-powered-knowledge-maps-for-navigating-unstructured-data Weidong Yang Fri, 15 Sep 2023 00:00:00 GMT Investigations often involve analyzing large document sets–from text such as emails to audio and video content–and the amount of pertinent… Large Language Models Graph Visualization Unstructured Data https://www.kineviz.com/blog/announcing-graphxr-2-16 https://www.kineviz.com/blog/announcing-graphxr-2-16 Alex Law Tue, 15 Aug 2023 00:00:00 GMT This update brings substantial improvements for GraphXR users to navigate, visualize, and interact with complex data. Check out some key… Graph Release Notes Data Visualization Graph Analytics No Code Platform https://www.kineviz.com/blog/no-code-graph-authoring-for-linkedin-network-analysis https://www.kineviz.com/blog/no-code-graph-authoring-for-linkedin-network-analysis Alex Law Thu, 22 Dec 2022 00:00:00 GMT Beginners guide to GraphXR for market research LinkedIn Graph Analytics Data Visualization Market Research Reports https://www.kineviz.com/blog/a-visual-language-for-exploratory-graph-data-analytics https://www.kineviz.com/blog/a-visual-language-for-exploratory-graph-data-analytics Weidong Yang Thu, 17 Nov 2022 00:00:00 GMT Compared with solutions based on traditional relational data models, solutions based on graph models — especially the LPG (Labeled… Data Visualization Network Graph Data Analysis Big Data Visual Analytics https://www.kineviz.com/blog/follow-the-money-part-i https://www.kineviz.com/blog/follow-the-money-part-i Weidong Yang Wed, 31 Aug 2022 00:00:00 GMT Analyzing the flow of money from financial transactions reveals fraudulent activities as well as the inner workings of collusion among… Anti Fraud Graph Analytics Data Visualization Neo4j Financial Crime https://www.kineviz.com/blog/visualizing-jira-in-graphxr https://www.kineviz.com/blog/visualizing-jira-in-graphxr Ben Goosman Tue, 30 Aug 2022 00:00:00 GMT Being a fully remote, globally distributed company, I have limited visibility into my colleagues’ day-to-day activities. What are they… Graph Jira JavaScript Work Visualization https://www.kineviz.com/blog/mapping-json-to-graph-with-graphxr https://www.kineviz.com/blog/mapping-json-to-graph-with-graphxr Weidong Yang Wed, 17 Aug 2022 00:00:00 GMT JSON is a very popular and versatile data format. Its nested tree structure is essentially a graph. In fact JSON is often used to store… Graph Database Neo4j Json Data Visualization Data Structures https://www.kineviz.com/blog/when-and-where-did-two-suspects-meet https://www.kineviz.com/blog/when-and-where-did-two-suspects-meet Weidong Yang Thu, 11 Aug 2022 00:00:00 GMT This example illustrate how we can visually identify when and where two suspects meet. Data is taken from a Kaggle challenge: Criminal… Data Visualization Graph Time Series Analysis Crime Mapping https://www.kineviz.com/blog/investigate-crime-through-effective-visualization https://www.kineviz.com/blog/investigate-crime-through-effective-visualization Alex Law Fri, 04 Mar 2022 00:00:00 GMT Over the last fifteen years, the digital intelligence community has been challenged with rapid technological developments and growing… Data Visualization Graph Database Neo4j Crime Fraud https://www.kineviz.com/blog/dynamic-visualization-and-analytics-for-cybersecurity-project-genesis https://www.kineviz.com/blog/dynamic-visualization-and-analytics-for-cybersecurity-project-genesis Kineviz Wed, 19 Jan 2022 00:00:00 GMT by Loqman Salamatian, Alex Law and Weidong Yang Cybersecurity Data Visualization Threat Intelligence Graph Analytics Research And Development https://www.kineviz.com/blog/investigating-credit-card-fraud-through-paysim-neo4j-graphxr https://www.kineviz.com/blog/investigating-credit-card-fraud-through-paysim-neo4j-graphxr Alex Law Wed, 12 Jan 2022 00:00:00 GMT According to the December 2021 Nilson Report, credit card fraud costs financial services companies tens of billions of dollars today, and… Fraud Detection Graph Database Data Visualization Neo4j Fraud https://www.kineviz.com/blog/mapping-the-diagnostic-journey-for-suspected-covid-19-patients-with-synthea-and-neo4j https://www.kineviz.com/blog/mapping-the-diagnostic-journey-for-suspected-covid-19-patients-with-synthea-and-neo4j Kineviz Thu, 18 Nov 2021 00:00:00 GMT By: Ana Areias & Alex Law Data Visualization Patient Journey Research And Development Healthcare Analytics Healthcare https://www.kineviz.com/blog/graph-based-investigation-of-fraud-rings https://www.kineviz.com/blog/graph-based-investigation-of-fraud-rings Kineviz Thu, 11 Nov 2021 00:00:00 GMT Visualizing Neo4j’s Fraud Sandbox in GraphXR Fraud Detection Fraud Data Visualization Neo4j Graph https://www.kineviz.com/blog/tracking-coordinated-inauthentic-behavior-through-memes-with-graphxr https://www.kineviz.com/blog/tracking-coordinated-inauthentic-behavior-through-memes-with-graphxr memetic influence Tue, 05 Oct 2021 00:00:00 GMT A brief interview with Mitch Chaiet of memetic influence Disinformation Graph Data Visualization Research And Development Memetics https://www.kineviz.com/blog/how-to-visualize-google-bigquery-on-graphxr https://www.kineviz.com/blog/how-to-visualize-google-bigquery-on-graphxr Nikko Sacramento Tue, 28 Sep 2021 00:00:00 GMT BigQuery is a powerful tool available on the Google Cloud Platform (GCP) for storing and querying SQL data on the cloud. We have created a… Bigquery Data Visualization Sql Big Data Data Integration https://www.kineviz.com/blog/visualizing-bigquery-data-on-graphxr https://www.kineviz.com/blog/visualizing-bigquery-data-on-graphxr Kineviz Fri, 17 Sep 2021 00:00:00 GMT Google BigQuery is a cost-effective, serverless, multi cloud data warehouse that is suited for big data and complex SQL-based queries… Bigquery Data Visualization Data Integration Graph Big Data https://www.kineviz.com/blog/3d-motion-tracking-with-movenet-observablehq-graphxr https://www.kineviz.com/blog/3d-motion-tracking-with-movenet-observablehq-graphxr Kineviz Tue, 10 Aug 2021 00:00:00 GMT PoseNet/MoveNet makes 3D movement tracking affordable, accessible, and far less burdensome. The API for real-time pose detection and… Motion Capture Data Visualization VR Posenet Research And Development https://www.kineviz.com/blog/meet-people-you-dont-like https://www.kineviz.com/blog/meet-people-you-dont-like Kineviz Tue, 27 Jul 2021 00:00:00 GMT Polarizer is a community-based app visualizing the relationships between opinions expressed on any given topic. Social Network Analysis Social Dilemma Data Visualization Research And Development Polarization https://www.kineviz.com/blog/a-graphical-simulation-of-how-social-networks-impact-social-bifurcation https://www.kineviz.com/blog/a-graphical-simulation-of-how-social-networks-impact-social-bifurcation Kineviz Wed, 07 Jul 2021 00:00:00 GMT Guest blog by Yuanqi Jin, Zeyi Liu, Razan Said, & Zheng Yuan Research And Development Social Network Analysis Graph Analytics The Social Dilemma Analytics https://www.kineviz.com/blog/dreamcatcher-deep-learning-and-graph-analytics-for-the-dreamscape https://www.kineviz.com/blog/dreamcatcher-deep-learning-and-graph-analytics-for-the-dreamscape Kineviz Fri, 07 May 2021 00:00:00 GMT by Ana Areias Machine Learning Data Visualization Data Scientist Research And Development Neo4j Graph Database https://www.kineviz.com/blog/expanding-the-fundamental-knowledge-of-tb-with-a-gene-regulatory-network-analysis-tool-tbrnat https://www.kineviz.com/blog/expanding-the-fundamental-knowledge-of-tb-with-a-gene-regulatory-network-analysis-tool-tbrnat Kineviz Tue, 20 Apr 2021 00:00:00 GMT 5-min interview in conversation with Ramandeep Kaur and Yamil Boo, bioinformatics software engineers in the Office of Cyber Infrastructure… Tuberculosis Graph Data Science Data Visualization Research And Development Healthcare https://www.kineviz.com/blog/cybersecurity-threat-intelligence-empowered-by-graph-data-visualization https://www.kineviz.com/blog/cybersecurity-threat-intelligence-empowered-by-graph-data-visualization Kineviz Thu, 28 Jan 2021 00:00:00 GMT A step-by-step tutorial on GraphXR Cybersecurity Threat Intelligence Graph Data Visualization Research And Development https://www.kineviz.com/blog/the-nosql-vs-relational-database-working-with-graphxr-to-understand-the-difference-kineviz https://www.kineviz.com/blog/the-nosql-vs-relational-database-working-with-graphxr-to-understand-the-difference-kineviz Kineviz Tue, 10 Nov 2020 00:00:00 GMT By: Nikko Sacramento Rdbms Lpg Graph Data Visualization NoSQL https://www.kineviz.com/blog/hospital-beds-and-icus-vary-across-the-u-s https://www.kineviz.com/blog/hospital-beds-and-icus-vary-across-the-u-s Alex Law Wed, 22 Apr 2020 00:00:00 GMT Using GraphXR to identify vulnerable regions and populations amidst pandemic.