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Data Management

Data cleansing is the process of ensuring data accuracy and consistency in a knowledge management system.

Data Cleansing: A Guide to Knowledge Management

Data cleansing is an important part of knowledge management. It involves the process of identifying and removing inaccurate, incomplete, or duplicate data from a database. This guide will provide an overview of data cleansing, including getting started, how to, best practices, and examples.

Getting Started

Data cleansing is a process that should be done regularly to ensure that the data in your database is accurate and up-to-date. It is important to identify any errors or inconsistencies in the data before they become a problem. To get started, you will need to identify the data that needs to be cleansed and create a plan for how to do it.

How To

Once you have identified the data that needs to be cleansed, you can begin the process. Here are some steps to follow:

  • Identify the data that needs to be cleansed.
  • Create a plan for how to cleanse the data.
  • Check for any errors or inconsistencies in the data.
  • Remove any inaccurate, incomplete, or duplicate data.
  • Verify that the data is accurate and up-to-date.

Best Practices

When it comes to data cleansing, there are some best practices that you should follow. Here are some tips to keep in mind:

  • Regularly review your data to identify any errors or inconsistencies.
  • Create a plan for how to cleanse the data.
  • Remove any inaccurate, incomplete, or duplicate data.
  • Verify that the data is accurate and up-to-date.
  • Optimise for SEO keywords.

Examples

Here are some examples of data cleansing:

  • Removing duplicate records from a database.
  • Correcting spelling errors in customer data.
  • Updating customer contact information.
  • Removing outdated or irrelevant data.
  • Verifying accuracy of data.

Platforms to help you visualise and get insights from business data

  • Antavo — Antavo is a loyalty program solution for businesses that helps them to create and manage loyalty programs for their customers.
  • Kissmetrics — Kissmetrics is a powerful analytics and marketing platform that helps businesses track, analyse, and optimise their customer journey.
  • Coursera — Learn online and earn valuable credentials from top universities like Yale, Michigan, Stanford, and leading companies like Google and IBM. Join Coursera for free and transform your career with degrees, certificates, Specializations, & MOOCs in data science, computer science, business, and dozens of other topics.
  • FormKeep — FormKeep is a simple, secure form service that helps you collect data from your website and send it to the tools you use. It’s fast, reliable, and easy to set up.
  • SurveyGizmo — SurveyGizmo helps you create online surveys, collect data, and analyze results quickly and easily, so you can make better decisions faster.
  • Microsoft Excel — Microsoft Excel is a powerful spreadsheet application that is part of the Microsoft Office suite of products.
  • TensorFlow — An end-to-end open source machine learning platform for everyone. Discover TensorFlow’s flexible ecosystem of tools, libraries and community resources.
  • pCloud — pCloud is the most secure encrypted cloud storage, where you can store your personal files or backup your PC or share your business documents with your team!
  • Heap Analytics — Heap Analytics is a powerful analytics platform that helps you understand user behavior and optimize your product. It automatically captures every user interaction, so you can analyze user behavior without writing any code. Get insights into user engagement, retention, and conversion.
  • ContentSquare — ContentSquare is a digital experience insights platform that helps businesses understand how customers interact with their digital products. It provides data-driven insights to optimize user experience, increase conversions, and maximize revenue.
  • LabVIEW — LabVIEW is systems engineering software for applications that require test, measurement, and control with rapid access to hardware and data insights.
  • Tableau — Tableau is visual analytics software for business intelligence. See and understand any data with Tableau.
  • LibreOffice Calc — LibreOffice Calc is a free and open source spreadsheet program that is part of the LibreOffice suite of office productivity software.
  • Amazon Machine Learning — AWS offers the broadest and deepest set of artificial intelligence (AI) and machine learning (ML) services and supporting cloud infrastructure. Learn how to accelerate your machine learning journey on AWS.
  • LeadGenius — Growth Automation is what efficiency-obsessed companies use to shorten sales cycles, reach more leads and close more opportunities faster.
  • Hotjar — The next best thing to sitting beside someone browsing your site. See where they click, ask what they think, and learn why they drop off. Get started for free.
  • AB Tasty — Revolutionize brand and product experiences with AB Tasty: AI-powered experimentation & personalization, feature management and product optimization.
  • Qlik — Qlik is a data analytics platform that helps businesses make better decisions and drive growth. It provides powerful insights through data visualization, AI-driven recommendations, and automated insights. It helps organizations unlock the value of their data and make smarter decisions.
  • Power BI — Turn data into opportunity with Microsoft Power BI data visualization tools. Drive better business decisions by analyzing your enterprise data for insights.
  • Talend — Talend Data Fabric offers a single suite of cloud apps for data integration and data integrity to help enterprises collect, govern, transform, and share data.
  • Typeform — Build beautiful, interactive forms — get more responses. No coding needed. Templates for quizzes, research, feedback, lead generation, and more. Sign up FREE.
  • Data Ladder — Data Ladder offers an end-to-end data quality and matching engine to enhance the reliability and accuracy of enterprise data ecosystem without friction.
  • Lucidchart — Lucidchart is the intelligent diagramming application that brings teams together to make better decisions and build the future.
  • Sift Science — Sift Science is a fraud prevention platform that uses machine learning to detect and prevent fraud. It helps businesses protect their customers, reduce chargebacks, and increase revenue. It also provides insights into customer behavior and trends.
  • Alfresco — Alfresco Platform is an open, modern and secure system that intelligently activates process and content to accelerate the flow of business.
  • Microsoft Dynamics 365 — Easily monitor your customer base with the customizable and easy to use Microsoft Dynamics CRM, available cloud or on-premises installation.
  • Optimizely — Creating digital experiences that transform your company takes data-driven decisions, continued experimentation and constant invention.
  • Looker — Looker is an analytics platform that enables companies to explore, analyze and share data to make smarter, data-driven decisions.
  • Adeptia — Use Adeptia’s self-service integration solution to onboard faster, from months to minutes (80%), and provide delightful customer experiences.
  • FormAssembly — Build secure online forms with our online form builder. Send data to Salesforce and tools with our web to anything solution. No code needed.
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