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Using QPython for Analytics and Data Science Teams
Harnessing the full potential of your data is critical to driving impactful insights and innovation. QPython, Quantexa’s Python SDK, empowers data scientists to build cutting-edge ML and AI models by leveraging Quantexa’s robust Network features and Knowledge Graphs. In this guide, we’ll walk you through extracting and…
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📣New Quantexa Upgrades Guide for Project Managers
Mastering Quantexa Upgrades: Key Insights for Project Managers In Project Management Best Practices: An Upgrade Journey, we explore insights from seasoned Project Managers who have successfully navigated Quantexa upgrades, providing a clear roadmap to streamline your journey. One critical takeaway is understanding that…
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Scoring Concepts: Network Generation & Design
Learn Effective Network Generation & Design Explore the essential concepts and tools behind network generation in Scoring Concepts: Network Generation & Design. Networks are central to Quantexa solutions, offering context to complex datasets through nodes and edges. Nodes can represent either: Documents, a hierarchical…
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2.7 Quantexa Upgrade Guide
This guide aims to provide additional complementary guidance to that on the Docs Site related to the 2.7 Quantexa Upgrade. The 2.7 Quantexa Upgrade consists of three main parts: Core Product Changes Removal of Quantexa Incubators Data Packs Migration Read the full guide (login required):
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Community Topic Guide
We have various Topics on the Community which are all used for different purposes. To help navigate them we've created this handy guide. What is a Topic? Topics are a great place to network globally and join conversations - they are the home of discussions, questions, ideas, and polls. You can follow Topics to receive…
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Tips & Tricks for Managing Large and Complex Networks - Update for 2.5 & 2.6
As an investigator you may have found that the use of entities and networks are helpful for identifying potential risk in the investigation process, using connections across documents and entities. However, seeing all the available data connected by way of transaction flows, trades, direct links or indirect links can…
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👋 Join our Monthly Community Connect 👋
The Quantexa Community is here to support and enhance your Quantexa journey and we want you to be able to make full use of the Community capabilities. To help you on your way, we (the Community Team) host monthly sessions to show you around the Community, highlighting useful features and where you can find resources. What…
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✨Welcome to the Quantexa Community✨
The Quantexa Community is an online platform where you can connect with other Quantexa users to share best practices, knowledge, and insights. Whether you're a developer looking to share knowledge, a customer or partner who'd like to shape the future of Quantexa's products & services, or a tech enthusiast who'd like to…
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Best Practice Guide For Validating Entity Resolution ✅
When either validating or understanding the Entity Resolution within the Quantexa User Interface (UI) it is recommended to approach the process using the following steps: Understand the Entity Resolution Levels required Do a quick initial screen of the Entity and Documents Use the Entity Lab to check for possible…
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Best Practice for Selecting a Sample for Entity Resolution Validation
When validating Entity Resolution on a project it's important to ensure a wide range of entities and cases are selected as a sample for review. It is also important to regularly change your sample to ensure the resolution is not tuned to a small subset. Learn more & read the full article (login required): Read more from…
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Scoring Concepts: Network Scoring
We can feed networks derived in Graph Scripting DSL into a Scoring pipeline to derive information and insight in the form of network-based scenarios. This article outlines: Concepts and approaches available for batch Network Scoring, including extracting information from graphs, testing, and debugging. Available tools and…
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Using Batch Resolver Tools for Entity Resolution
Entity Resolution (ER) is a key part of the Quantexa solution. It is important to understand how changes to improve Entity Resolution can affect the entire Entity population. If you are new to Entity Resolution at Quantexa, take some time to familiarize yourself with the concept introduced on our Documentation Site page…
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Scorecard Tuning📋
Scoring is a key part of the Quantexa Platform, and to maximise effectiveness needs to be tuned in an ongoing iterative process. There are various elements in the scoring process that can be tuned, and this article serves as a guide as to methods that can be employed to do so. Read the full article (login required):
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New guide 📖 Scoring Concepts: Write-Once Steps
Discover how to efficiently use Write-Once Steps in the Assess framework for data transformation. This detailed guide complements the Write-Once Steps documentation and helps you determine when to apply Write-Once Steps effectively in both Batch and Dynamic Scoring contexts. Key topics covered: The potential cost of using…
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Recording Outcomes from Entity Resolution Review ✅
This guide will help you record, track, and fix items found during an Entity Resolution (ER) review. It is important to record both problematic entities and those demonstrating good ER. The ER issue log can be used to report on outcomes, as well as summarizing the types of open issues. We recommend that the log is shared…
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Business Analyst Entity Review Checklist 📋
Conducting a focused evaluation of Entity Resolution is a critical step in the Entity Maturity Checklist. This article provides a step-by-step guide and scoring system to help Business Analysts assess the state of Entity Resolution within their deployment. Each section includes a scoring guide, with scores ranging from 0…
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An introduction to Auto-coldlist Compound exclusions
Auto-coldlist Compound exclusions (Auto-coldlists) are one of the most powerful tools in Resolver to fine-tune Entities. By mastering these exclusions, you can see rapid improvements in Entity health and quality. In this article we will introduce the Auto-coldlist functionality. Read the article here (login required):
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Entity Quality: The Good, the Bad and the Ugly 🎭
This article looks at Entity Quality and how to judge it based on business need. It introduces Overlinking and Underlinking as a product of Entity Resolution, and these two concepts are two ends of a continuum. Entity Quality is the bedrock of any Entity Resolution (ER) based solution and has implications up and down the…
