---
title: IData Insights Blog | data (3)
description: data | IData, Insights, Blog, HE, Higher, Education, Data, Management, Governance, Integration, Technology, Services, Consulting, IDataHub, Data, Cookbook (3)
---

[![iData_notag_tm](https://blog.idatainc.com/hs-fs/hubfs/iData_notag_tm.png?width=184&name=iData_notag_tm.png)](http://www.idatainc.com)

# Tag Archives: data

## [Top Ten Data Management Blog Posts for 2024](https://blog.idatainc.com/top-blog-posts-2024)

[December 26, 2024](https://blog.idatainc.com/archive/2024/12) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [integration](https://blog.idatainc.com/tag/integration), [request](https://blog.idatainc.com/tag/request), [stewardship](https://blog.idatainc.com/tag/stewardship), [system](https://blog.idatainc.com/tag/system), [communication](https://blog.idatainc.com/tag/communication), [management](https://blog.idatainc.com/tag/management), [shadow](https://blog.idatainc.com/tag/shadow), [intelligence](https://blog.idatainc.com/tag/intelligence), [reference](https://blog.idatainc.com/tag/reference), [blog](https://blog.idatainc.com/tag/blog), [2024](https://blog.idatainc.com/tag/2024), [top](https://blog.idatainc.com/tag/top)

And the envelope please! We did our review and here are the top 10 most viewed blog posts in 2024 from our IData Insights Blog about Data Management, Data Intelligence, and Data Governance. They are...

[Learn More](https://blog.idatainc.com/top-blog-posts-2024)

## [(How) Can AI Help Data Stewards?](https://blog.idatainc.com/how-can-ai-help-data-stewards)

[December 11, 2024](https://blog.idatainc.com/archive/2024/12) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [steward](https://blog.idatainc.com/tag/steward), [intelligence](https://blog.idatainc.com/tag/intelligence), [artificial](https://blog.idatainc.com/tag/artificial)

We speak to current and potential clients regularly about the critical role [data stewards](https://www.datacookbook.com/data-stewardship) play in data governance: developing policies, enforcing standards, guaranteeing [data quality](https://www.datacookbook.com/data-quality) and legibility,...

[Learn More](https://blog.idatainc.com/how-can-ai-help-data-stewards)

## [Latest Key Elements of Data Intelligence Success](https://blog.idatainc.com/latest-key-elements-di-success)

[November 13, 2024](https://blog.idatainc.com/archive/2024/11) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [content](https://blog.idatainc.com/tag/content), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [process](https://blog.idatainc.com/tag/process), [stewardship](https://blog.idatainc.com/tag/stewardship), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [success](https://blog.idatainc.com/tag/success), [buyin](https://blog.idatainc.com/tag/buyin), [intelligence](https://blog.idatainc.com/tag/intelligence), [start](https://blog.idatainc.com/tag/start), [why](https://blog.idatainc.com/tag/why), [roadmap](https://blog.idatainc.com/tag/roadmap), [key](https://blog.idatainc.com/tag/key), [elements](https://blog.idatainc.com/tag/elements)

There are six key elements (goals, roadmap, buy-in, content, points of engagement, and data stewardship) that we say are needed for organizational data governance (and data intelligence) success. We...

[Learn More](https://blog.idatainc.com/latest-key-elements-di-success)

## [Fourth and Goal for Your Data?](https://blog.idatainc.com/fourth-and-goal-for-your-data)

[November 07, 2024](https://blog.idatainc.com/archive/2024/11) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [analytics](https://blog.idatainc.com/tag/analytics), [lineage](https://blog.idatainc.com/tag/lineage), [glossary](https://blog.idatainc.com/tag/glossary), [intelligence](https://blog.idatainc.com/tag/intelligence), [catalog](https://blog.idatainc.com/tag/catalog), [football](https://blog.idatainc.com/tag/football)

It’s football season, and if you watch games, you’ve probably seen something like this. It’s fourth down, deep in your opponent's territory. Should you go for it? Should you attempt a field goal? How...

[Learn More](https://blog.idatainc.com/fourth-and-goal-for-your-data)

## [Can You Ensure Data Quality by Encouraging Quality Data Use?](https://blog.idatainc.com/can-you-ensure-data-quality-by-encouraging-quality-data-use)

[October 09, 2024](https://blog.idatainc.com/archive/2024/10) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [quality](https://blog.idatainc.com/tag/quality)

We recently recorded a few webinars focused on data quality, specifically how data quality management--whatever that looks like at your organization--fits into data intelligence activities and a data...

[Learn More](https://blog.idatainc.com/can-you-ensure-data-quality-by-encouraging-quality-data-use)

## [Elements Necessary for a Data Culture](https://blog.idatainc.com/elements-necessary-data-culture)

[September 16, 2024](https://blog.idatainc.com/archive/2024/09) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [inventory](https://blog.idatainc.com/tag/inventory), [process](https://blog.idatainc.com/tag/process), [stewardship](https://blog.idatainc.com/tag/stewardship), [Knowledge](https://blog.idatainc.com/tag/knowledge), [culture](https://blog.idatainc.com/tag/culture), [knowledgebase](https://blog.idatainc.com/tag/knowledgebase), [management](https://blog.idatainc.com/tag/management), [training](https://blog.idatainc.com/tag/training), [intelligence](https://blog.idatainc.com/tag/intelligence), [oversight](https://blog.idatainc.com/tag/oversight), [change](https://blog.idatainc.com/tag/change), [engagement](https://blog.idatainc.com/tag/engagement), [access](https://blog.idatainc.com/tag/access)

In this blog post we will discuss data culture at an organization, particularly the elements necessary to have a data culture. These elements include leadership, knowledgebase, access, tools,...

[Learn More](https://blog.idatainc.com/elements-necessary-data-culture)

## [Our Policy on Data Governance Policies](https://blog.idatainc.com/our-policy-on-data-governance-policies)

[September 12, 2024](https://blog.idatainc.com/archive/2024/09) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [intelligence](https://blog.idatainc.com/tag/intelligence), [policy](https://blog.idatainc.com/tag/policy)

We attended an industry event recently, and during the meet and greet portion we got to talking about what we do. The minute we mentioned "data governance," the response was something like: "you mean...

[Learn More](https://blog.idatainc.com/our-policy-on-data-governance-policies)

## [Open Access to Data About Data](https://blog.idatainc.com/access-data-about-data)

[August 21, 2024](https://blog.idatainc.com/archive/2024/08) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [inventory](https://blog.idatainc.com/tag/inventory), [process](https://blog.idatainc.com/tag/process), [stewardship](https://blog.idatainc.com/tag/stewardship), [Knowledge](https://blog.idatainc.com/tag/knowledge), [knowledgebase](https://blog.idatainc.com/tag/knowledgebase), [training](https://blog.idatainc.com/tag/training), [intelligence](https://blog.idatainc.com/tag/intelligence), [oversight](https://blog.idatainc.com/tag/oversight), [engagement](https://blog.idatainc.com/tag/engagement), [access](https://blog.idatainc.com/tag/access)

In this blog post we will discuss the importance of open access to the data about data. Having staff access to data about data should be part of the data governance and data-driven culture at your...

[Learn More](https://blog.idatainc.com/access-data-about-data)

## [Data Governance on Your Path to Data Enablement](https://blog.idatainc.com/data-governance-on-your-path-to-data-enablement)

[August 16, 2024](https://blog.idatainc.com/archive/2024/08) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [enablement](https://blog.idatainc.com/tag/enablement)

Nearly everyone, it seems, understands that organizations perform better when they make evidence-based and data-informed decisions. A data-driven or data-enabled culture is essential for improving...

[Learn More](https://blog.idatainc.com/data-governance-on-your-path-to-data-enablement)

## [The Data Intelligent Organization](https://blog.idatainc.com/data-intelligent-organization)

[August 06, 2024](https://blog.idatainc.com/archive/2024/08) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [inventory](https://blog.idatainc.com/tag/inventory), [process](https://blog.idatainc.com/tag/process), [stewardship](https://blog.idatainc.com/tag/stewardship), [Knowledge](https://blog.idatainc.com/tag/knowledge), [communication](https://blog.idatainc.com/tag/communication), [knowledgebase](https://blog.idatainc.com/tag/knowledgebase), [training](https://blog.idatainc.com/tag/training), [intelligence](https://blog.idatainc.com/tag/intelligence), [roadmap](https://blog.idatainc.com/tag/roadmap), [oversight](https://blog.idatainc.com/tag/oversight), [engagement](https://blog.idatainc.com/tag/engagement)

Data intelligence includes a framework with people and processes along with content designed to help people access, understand, connect, protect, and effectively use an organization’s data across all...

[Learn More](https://blog.idatainc.com/data-intelligent-organization)

## [Doing More with Your Data Starts with Knowing More about Your Data](https://blog.idatainc.com/doing-more-with-your-data-starts-with-knowing-more-about-your-data)

[July 17, 2024](https://blog.idatainc.com/archive/2024/07) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [culture](https://blog.idatainc.com/tag/culture), [metadata](https://blog.idatainc.com/tag/metadata)

For many, many years now, part of the prevailing business discourse has been that data-driven or data-enabled companies and organizations outperform their peers and competitors. Why is that? In...

[Learn More](https://blog.idatainc.com/doing-more-with-your-data-starts-with-knowing-more-about-your-data)

## [Data Governance / Data Intelligence Content Resources](https://blog.idatainc.com/dg-content-resources)

[July 10, 2024](https://blog.idatainc.com/archive/2024/07) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [best](https://blog.idatainc.com/tag/best), [content](https://blog.idatainc.com/tag/content), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [practices](https://blog.idatainc.com/tag/practices), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [deliverables](https://blog.idatainc.com/tag/deliverables), [dictionary](https://blog.idatainc.com/tag/dictionary), [glossary](https://blog.idatainc.com/tag/glossary), [business](https://blog.idatainc.com/tag/business), [intelligence](https://blog.idatainc.com/tag/intelligence), [resources](https://blog.idatainc.com/tag/resources), [reference](https://blog.idatainc.com/tag/reference), [related](https://blog.idatainc.com/tag/related)

There is a great deal of data governance-related content including  [business glossary](https://www.datacookbook.com/business-glossary-spotlight), [report specifications](https://blog.idatainc.com/data-processing-catalog-resources), [policy documentation](https://www.datacookbook.com/data-policies), [data requests](https://www.datacookbook.com/data-requests-spotlight), [data system inventory](https://www.datacookbook.com/data-system-inventory-spotlight), [reference data](https://blog.idatainc.com/reference-data-resources), [data quality](https://www.datacookbook.com/data-quality), [...](https://blog.idatainc.com/data-lineage-resources)

[Learn More](https://blog.idatainc.com/dg-content-resources)

## [Change Management and Continuous Improvement Necessary for Data Governance](https://blog.idatainc.com/change-management-continuous-improvement)

[June 18, 2024](https://blog.idatainc.com/archive/2024/06) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [communication](https://blog.idatainc.com/tag/communication), [management](https://blog.idatainc.com/tag/management), [measurement](https://blog.idatainc.com/tag/measurement), [training](https://blog.idatainc.com/tag/training), [glossary](https://blog.idatainc.com/tag/glossary), [intelligence](https://blog.idatainc.com/tag/intelligence), [roadmap](https://blog.idatainc.com/tag/roadmap), [change](https://blog.idatainc.com/tag/change), [engagement](https://blog.idatainc.com/tag/engagement), [continuous](https://blog.idatainc.com/tag/continuous), [improvement](https://blog.idatainc.com/tag/improvement)

A data intelligence or data governance initiative at an organization involves change and is not easy to perform. Acknowledge that change is difficult. You understand that any change is complex to...

[Learn More](https://blog.idatainc.com/change-management-continuous-improvement)

## [Resources on Achieving a Data Governance Culture](https://blog.idatainc.com/dg-culture-resources)

[June 11, 2024](https://blog.idatainc.com/archive/2024/06) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [best](https://blog.idatainc.com/tag/best), [content](https://blog.idatainc.com/tag/content), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [idata](https://blog.idatainc.com/tag/idata), [practices](https://blog.idatainc.com/tag/practices), [culture](https://blog.idatainc.com/tag/culture), [intelligence](https://blog.idatainc.com/tag/intelligence), [resources](https://blog.idatainc.com/tag/resources), [related](https://blog.idatainc.com/tag/related)

Achieving a data governance or data culture is critical for an organization. Culture is many things but it must be created with training and policies and management. In this blog post we will provide...

[Learn More](https://blog.idatainc.com/dg-culture-resources)

## [Data Governance: A Never Ending Story](https://blog.idatainc.com/data-governance-a-never-ending-story)

[June 04, 2024](https://blog.idatainc.com/archive/2024/06) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [request](https://blog.idatainc.com/tag/request), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [glossary](https://blog.idatainc.com/tag/glossary), [business](https://blog.idatainc.com/tag/business), [questions](https://blog.idatainc.com/tag/questions), [answers](https://blog.idatainc.com/tag/answers), [story](https://blog.idatainc.com/tag/story), [path](https://blog.idatainc.com/tag/path)

When we introduced the [Data Cookbook](http://www.datacookbook.com), one of our goals was to help clients solve a problem they all had with requesting and providing data. We observed that users who wanted data would describe the...

[Learn More](https://blog.idatainc.com/data-governance-a-never-ending-story)

## [Five Whys as an Approach to Data Governance](https://blog.idatainc.com/five-whys-as-an-approach-to-data-governance)

[May 08, 2024](https://blog.idatainc.com/archive/2024/05) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [quality](https://blog.idatainc.com/tag/quality), [culture](https://blog.idatainc.com/tag/culture), [intelligence](https://blog.idatainc.com/tag/intelligence), [silo](https://blog.idatainc.com/tag/silo), [sprawl](https://blog.idatainc.com/tag/sprawl)

 We were recently reintroduced to the "5 Whys" concept, which we first learned of many years ago as part of Lean Six Sigma training. When it's appropriate, it can be an elegant and useful tool to... 

[Learn More](https://blog.idatainc.com/five-whys-as-an-approach-to-data-governance)

## [Data Governance Content Creation Loop](https://blog.idatainc.com/dg-content-creation-loop)

[April 22, 2024](https://blog.idatainc.com/archive/2024/04) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [content](https://blog.idatainc.com/tag/content), [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [stewardship](https://blog.idatainc.com/tag/stewardship), [definitions](https://blog.idatainc.com/tag/definitions), [glossary](https://blog.idatainc.com/tag/glossary), [business](https://blog.idatainc.com/tag/business), [intelligence](https://blog.idatainc.com/tag/intelligence), [creation](https://blog.idatainc.com/tag/creation), [loop](https://blog.idatainc.com/tag/loop)

Data governance and [data intelligence](https://blog.idatainc.com/data-governance-topics) is not just about content. It is not just about having the information. It is about having processes to help keep that information up to date and a knowledge...

[Learn More](https://blog.idatainc.com/dg-content-creation-loop)

## [On the Trials and Tribulations of Major Data Projects](https://blog.idatainc.com/on-the-trials-and-tribulations-of-major-data-projects)

[April 04, 2024](https://blog.idatainc.com/archive/2024/04) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [steward](https://blog.idatainc.com/tag/steward), [technology](https://blog.idatainc.com/tag/technology), [policies](https://blog.idatainc.com/tag/policies), [intelligence](https://blog.idatainc.com/tag/intelligence), [projects](https://blog.idatainc.com/tag/projects)

Clients often come to us for data governance assistance after they have migrated to a major new software solution, or after they have deployed significant upgrades to their BI stack (a new warehouse,...

[Learn More](https://blog.idatainc.com/on-the-trials-and-tribulations-of-major-data-projects)

## [Various Methods of Adding Business Glossary Definitions](https://blog.idatainc.com/methods-business-glossary)

[March 19, 2024](https://blog.idatainc.com/archive/2024/03) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [stewardship](https://blog.idatainc.com/tag/stewardship), [definitions](https://blog.idatainc.com/tag/definitions), [glossary](https://blog.idatainc.com/tag/glossary), [business](https://blog.idatainc.com/tag/business), [intelligence](https://blog.idatainc.com/tag/intelligence)

A key goal of data governance is to increase data literacy and trust. And a business glossary is important in delivering this goal. But organizations have a challenge in updating the business...

[Learn More](https://blog.idatainc.com/methods-business-glossary)

## [Data Products and Data Governance Engagement](https://blog.idatainc.com/data-products-and-data-governance-engagement)

[March 07, 2024](https://blog.idatainc.com/archive/2024/03) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [inventory](https://blog.idatainc.com/tag/inventory), [systems](https://blog.idatainc.com/tag/systems), [engagement](https://blog.idatainc.com/tag/engagement), [points](https://blog.idatainc.com/tag/points), [products](https://blog.idatainc.com/tag/products)

We described the concept and the value of a data catalog in this space recently, and made an arbitrary distinction between cataloging data assets--the actual data elements themselves and the systems...

[Learn More](https://blog.idatainc.com/data-products-and-data-governance-engagement)

## [The People Side of Data Governance](https://blog.idatainc.com/people-side-dg)

[February 27, 2024](https://blog.idatainc.com/archive/2024/02) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [stewardship](https://blog.idatainc.com/tag/stewardship), [people](https://blog.idatainc.com/tag/people), [culture](https://blog.idatainc.com/tag/culture), [management](https://blog.idatainc.com/tag/management), [intelligence](https://blog.idatainc.com/tag/intelligence), [oversight](https://blog.idatainc.com/tag/oversight), [engagement](https://blog.idatainc.com/tag/engagement)

People (Human Resources) are an important part of data governance and data intelligence. They are part of the necessary framework. Data governance is about helping people and providing guidance....

[Learn More](https://blog.idatainc.com/people-side-dg)

## [Preliminary Thinking about Data Products](https://blog.idatainc.com/preliminary-thinking-about-data-products)

[February 08, 2024](https://blog.idatainc.com/archive/2024/02) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [dashboards](https://blog.idatainc.com/tag/dashboards), [products](https://blog.idatainc.com/tag/products), [visualization](https://blog.idatainc.com/tag/visualization)

It seems like every day we're hearing about data products, or data as a product. The terms have certainly crept into our vocabulary and we have the distinct impression we're using them more often....

[Learn More](https://blog.idatainc.com/preliminary-thinking-about-data-products)

## [Lets Talk Data Requests Again](https://blog.idatainc.com/talk-data-requests-again)

[January 17, 2024](https://blog.idatainc.com/archive/2024/01) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [request](https://blog.idatainc.com/tag/request), [stewardship](https://blog.idatainc.com/tag/stewardship), [ticket](https://blog.idatainc.com/tag/ticket), [matrix](https://blog.idatainc.com/tag/matrix)

It’s been a while since we have talked about data requests. An established data request process is an important part of data governance and should provide accurate and trusted information. Often one...

[Learn More](https://blog.idatainc.com/talk-data-requests-again)

## [Top 12 Data Management Blog Posts for 2023](https://blog.idatainc.com/top-blog-posts-2023)

[January 05, 2024](https://blog.idatainc.com/archive/2024/01) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [integration](https://blog.idatainc.com/tag/integration), [request](https://blog.idatainc.com/tag/request), [stewardship](https://blog.idatainc.com/tag/stewardship), [system](https://blog.idatainc.com/tag/system), [communication](https://blog.idatainc.com/tag/communication), [management](https://blog.idatainc.com/tag/management), [shadow](https://blog.idatainc.com/tag/shadow), [intelligence](https://blog.idatainc.com/tag/intelligence)

We did our review and here are the top 12 most viewed blog posts in 2023 from our IData Insights Blog about Data Management, Data Intelligence, and Data Governance. There was quite a variety of...

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## [Being Pragmatic about Pragmatic Data Governance](https://blog.idatainc.com/being-pragmatic-about-pragmatic-data-governance)

[January 03, 2024](https://blog.idatainc.com/archive/2024/01) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [governance](https://blog.idatainc.com/tag/governance), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook)

Let us be among the first to wish you a happy new year. Here's hoping it's productive and rewarding. As with many organizations, we are spending a little time, at the end of last year and the...

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