---
title: IData Insights Blog | Data Cookbook (7)
description: Data Cookbook | IData, Insights, Blog, HE, Higher, Education, Data, Management, Governance, Integration, Technology, Services, Consulting, IDataHub, Data, Cookbook (7)
---

[![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-cookbook

## [Trend for Shadow Analytics](https://blog.idatainc.com/shadow-analytics)

[February 14, 2019](https://blog.idatainc.com/archive/2019/02) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [reporting](https://blog.idatainc.com/tag/reporting), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [analytics](https://blog.idatainc.com/tag/analytics), [shadow](https://blog.idatainc.com/tag/shadow), [systems](https://blog.idatainc.com/tag/systems), [databases](https://blog.idatainc.com/tag/databases), [tools](https://blog.idatainc.com/tag/tools), [intelligence](https://blog.idatainc.com/tag/intelligence)

In a previous post we shared some thoughts about [shadow systems](https://blog.idatainc.com/shadow-systems), and how they are symptomatic of poor data governance (data intelligence) practices as much as, if not more than, users seeking to...

[Learn More](https://blog.idatainc.com/shadow-analytics)

## [Top 10 IT Issues in 2019 in Higher Education are Data-related Dominated](https://blog.idatainc.com/it-issues-2019)

[February 09, 2019](https://blog.idatainc.com/archive/2019/02) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [integration](https://blog.idatainc.com/tag/integration), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [HE](https://blog.idatainc.com/tag/he), [privacy](https://blog.idatainc.com/tag/privacy), [issues](https://blog.idatainc.com/tag/issues), [planning](https://blog.idatainc.com/tag/planning), [responsibilities](https://blog.idatainc.com/tag/responsibilities), [2019](https://blog.idatainc.com/tag/2019), [educause](https://blog.idatainc.com/tag/educause), [security](https://blog.idatainc.com/tag/security), [intelligence](https://blog.idatainc.com/tag/intelligence)

Data dominates on [EDUCAUSE’s annual list of the “top 10 IT issues”](https://www.educause.edu/research-and-publications/research/top-10-it-issues-technologies-and-trends/2019) for higher education institutions as 5 of the issues are about data. Focus this year is about achieving trusted data and putting...

[Learn More](https://blog.idatainc.com/it-issues-2019)

## [Shadow Systems Explained](https://blog.idatainc.com/shadow-systems)

[February 06, 2019](https://blog.idatainc.com/archive/2019/02) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [shadow](https://blog.idatainc.com/tag/shadow), [systems](https://blog.idatainc.com/tag/systems), [databases](https://blog.idatainc.com/tag/databases), [intelligence](https://blog.idatainc.com/tag/intelligence)

Everyone knows shadow systems are bad, and yet they still proliferate. Rather than enumerate once again why you should take pains to avoid them, we want to spend some time in this post exploring why...

[Learn More](https://blog.idatainc.com/shadow-systems)

## [15 Thoughts on Improving Data Quality](https://blog.idatainc.com/thoughts-improving-dq)

[January 30, 2019](https://blog.idatainc.com/archive/2019/01) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [HE](https://blog.idatainc.com/tag/he), [improve](https://blog.idatainc.com/tag/improve), [thoughts](https://blog.idatainc.com/tag/thoughts), [intelligence](https://blog.idatainc.com/tag/intelligence)

Data quality is an important piece to data governance (data intelligence) and thus important for organizations including higher education institution. During our various webinars and blog posts we...

[Learn More](https://blog.idatainc.com/thoughts-improving-dq)

## [Data Quality Content](https://blog.idatainc.com/data-quality-content)

[January 22, 2019](https://blog.idatainc.com/archive/2019/01) 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), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [HE](https://blog.idatainc.com/tag/he), [intelligence](https://blog.idatainc.com/tag/intelligence)

Data quality is an important component of data governance and data intelligence at higher education institutions and organizations. Data quality includes people, processes and content. This blog post...

[Learn More](https://blog.idatainc.com/data-quality-content)

## [Who Owns the Data](https://blog.idatainc.com/who-owns-the-data)

[January 16, 2019](https://blog.idatainc.com/archive/2019/01) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [HE](https://blog.idatainc.com/tag/he), [it](https://blog.idatainc.com/tag/it), [own](https://blog.idatainc.com/tag/own), [ownership](https://blog.idatainc.com/tag/ownership), [department](https://blog.idatainc.com/tag/department), [intelligence](https://blog.idatainc.com/tag/intelligence)

Who owns the data at organizations and higher education institutions? Information Technology (IT) Department or the specific functional department like Admissions, Human Resources, Institutional...

[Learn More](https://blog.idatainc.com/who-owns-the-data)

## [Data Governance is Foremost About Helping, Not Controlling](https://blog.idatainc.com/dg-helping-not-controlling)

[January 10, 2019](https://blog.idatainc.com/archive/2019/01) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [helping](https://blog.idatainc.com/tag/helping), [assistance](https://blog.idatainc.com/tag/assistance), [intelligence](https://blog.idatainc.com/tag/intelligence), [controlling](https://blog.idatainc.com/tag/controlling)

This blog post discusses the perception of data governance (and data intelligence). It sounds difficult and controlling. Maybe it should be called data guidance instead. Data governance should help...

[Learn More](https://blog.idatainc.com/dg-helping-not-controlling)

## [Impacts and Sources of Data Quality Problems](https://blog.idatainc.com/impacts-sources-data-quality-problems)

[January 02, 2019](https://blog.idatainc.com/archive/2019/01) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [intelligence](https://blog.idatainc.com/tag/intelligence)

Data quality is a key component of data governance (also called data intelligence). This post lists impacts of poor quality data and identifies sources of poor quality data. If you can’t get traction...

[Learn More](https://blog.idatainc.com/impacts-sources-data-quality-problems)

## [Data Quality Issues](https://blog.idatainc.com/data-quality-issues)

[December 13, 2018](https://blog.idatainc.com/archive/2018/12) By  [Brenda Reeb](https://blog.idatainc.com/author/brenda-reeb)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [issues](https://blog.idatainc.com/tag/issues), [resolution](https://blog.idatainc.com/tag/resolution), [ticket](https://blog.idatainc.com/tag/ticket), [intelligence](https://blog.idatainc.com/tag/intelligence)

In an earlier post we covered components of a [data quality program](https://blog.idatainc.com/data-quality-programs), [data quality rules](https://blog.idatainc.com/data-quality-rules) and [data quality assessments](https://blog.idatainc.com/data-quality-assessment). The last post in this Data Quality series recommends a process to address data...

[Learn More](https://blog.idatainc.com/data-quality-issues)

## [Right Away, Give New Employees Training on Data Governance](https://blog.idatainc.com/data-governance-onboarding)

[December 05, 2018](https://blog.idatainc.com/archive/2018/12) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [HE](https://blog.idatainc.com/tag/he), [benefits](https://blog.idatainc.com/tag/benefits), [onboarding](https://blog.idatainc.com/tag/onboarding), [new](https://blog.idatainc.com/tag/new), [employee](https://blog.idatainc.com/tag/employee), [training](https://blog.idatainc.com/tag/training), [intelligence](https://blog.idatainc.com/tag/intelligence)

Data governance (data intelligence) is an organizational priority and it is critical to give all employees the resources and training to achieve this priority as soon as they walk in the door.

The...

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

## [Assess Data Quality Within Data Systems](https://blog.idatainc.com/data-quality-assessment)

[November 29, 2018](https://blog.idatainc.com/archive/2018/11) By  [Brenda Reeb](https://blog.idatainc.com/author/brenda-reeb)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [assessment](https://blog.idatainc.com/tag/assessment), [measurement](https://blog.idatainc.com/tag/measurement), [intelligence](https://blog.idatainc.com/tag/intelligence)

In an earlier post we covered components of a [data quality program](https://blog.idatainc.com/data-quality-programs) and [data quality rules](https://blog.idatainc.com/data-quality-rules).  Today we want to discuss data quality assessment or measurement.  

[Learn More](https://blog.idatainc.com/data-quality-assessment)

## [Do You Know Where Your Data Has Been and What It’s Been Doing?](https://blog.idatainc.com/data-lineage-essential)

[November 14, 2018](https://blog.idatainc.com/archive/2018/11) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [data](https://blog.idatainc.com/tag/data), [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [lineage](https://blog.idatainc.com/tag/lineage), [intelligence](https://blog.idatainc.com/tag/intelligence)

The profusion of data sources and systems organizations including higher education introduces plenty of challenges (headaches?) for data managers and consumers. One of the most difficult challenges...

[Learn More](https://blog.idatainc.com/data-lineage-essential)

## [Don't Blame Your Data](https://blog.idatainc.com/dont-blame-your-data)

[November 07, 2018](https://blog.idatainc.com/archive/2018/11) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [HE](https://blog.idatainc.com/tag/he), [benefits](https://blog.idatainc.com/tag/benefits)

So, you don’t trust your data. Well, you need to do something about it. You need to create a culture for having trusted data and have effective data governance (also called data intelligence) in...

[Learn More](https://blog.idatainc.com/dont-blame-your-data)

## [The Promise of Analytics](https://blog.idatainc.com/promise-of-analytics)

[October 24, 2018](https://blog.idatainc.com/archive/2018/10) By  [Aaron Walker](https://blog.idatainc.com/author/aaron-walker)  In [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [reporting](https://blog.idatainc.com/tag/reporting), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [analytics](https://blog.idatainc.com/tag/analytics), [intelligence](https://blog.idatainc.com/tag/intelligence)

Of our clients who have embarked on an analytics program, many of them have seen the same issues emerge that came up when they introduced Business Intelligence (BI) tools, as well as historically...

[Learn More](https://blog.idatainc.com/promise-of-analytics)

## [Data Quality Rules](https://blog.idatainc.com/data-quality-rules)

[October 19, 2018](https://blog.idatainc.com/archive/2018/10) By  [Brenda Reeb](https://blog.idatainc.com/author/brenda-reeb)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [intelligence](https://blog.idatainc.com/tag/intelligence)

In an earlier post we described the components of a [data quality program](https://blog.idatainc.com/data-quality-programs). Today we will discuss one of those components - data quality rules and a catalog to organize the rules. A data quality rule...

[Learn More](https://blog.idatainc.com/data-quality-rules)

## [Creating Organization Buy-in for Data Governance](https://blog.idatainc.com/dg-organization-buyin)

[October 10, 2018](https://blog.idatainc.com/archive/2018/10) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [HE](https://blog.idatainc.com/tag/he), [organizational](https://blog.idatainc.com/tag/organizational), [organization](https://blog.idatainc.com/tag/organization), [buy](https://blog.idatainc.com/tag/buy), [in](https://blog.idatainc.com/tag/in), [buyin](https://blog.idatainc.com/tag/buyin), [intelligence](https://blog.idatainc.com/tag/intelligence)

Data governance or data intelligence at an organization is an on-going activity and like all major activities, needs buy-in from above for it to be successful. Since data governance requires input...

[Learn More](https://blog.idatainc.com/dg-organization-buyin)

## [Data Quality Programs](https://blog.idatainc.com/data-quality-programs)

[October 05, 2018](https://blog.idatainc.com/archive/2018/10) By  [Brenda Reeb](https://blog.idatainc.com/author/brenda-reeb)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [quality](https://blog.idatainc.com/tag/quality), [approach](https://blog.idatainc.com/tag/approach), [intelligence](https://blog.idatainc.com/tag/intelligence)

Data quality is critical at organizations such as universities. This post, one in a series on data quality, introduces data quality programs. Learn about the tasks involved and the benefits of a data...

[Learn More](https://blog.idatainc.com/data-quality-programs)

## [More Data Request Best Practices](https://blog.idatainc.com/requestbestpracticespt2)

[September 12, 2018](https://blog.idatainc.com/archive/2018/09) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [best](https://blog.idatainc.com/tag/best), [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [practices](https://blog.idatainc.com/tag/practices), [process](https://blog.idatainc.com/tag/process), [request](https://blog.idatainc.com/tag/request), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [HE](https://blog.idatainc.com/tag/he), [intelligence](https://blog.idatainc.com/tag/intelligence)

Data Governance and data intelligence is about best-practices designed to help people access, understand, connect, and effectively use your organization’s data across all systems.

[Learn More](https://blog.idatainc.com/requestbestpracticespt2)

## [Some Data Request Best Practices](https://blog.idatainc.com/requestbestpracticespt1)

[August 30, 2018](https://blog.idatainc.com/archive/2018/08) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [best](https://blog.idatainc.com/tag/best), [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [practices](https://blog.idatainc.com/tag/practices), [process](https://blog.idatainc.com/tag/process), [request](https://blog.idatainc.com/tag/request), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [HE](https://blog.idatainc.com/tag/he)

Data Governance and data intelligence is about best-practices designed to help people access, understand, connect, and effectively use your organization’s data across all systems.

[Learn More](https://blog.idatainc.com/requestbestpracticespt1)

## [Thoughts on Data Requests](https://blog.idatainc.com/requestthoughts)

[July 31, 2018](https://blog.idatainc.com/archive/2018/07) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [idata](https://blog.idatainc.com/tag/idata), [process](https://blog.idatainc.com/tag/process), [request](https://blog.idatainc.com/tag/request), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [HE](https://blog.idatainc.com/tag/he), [intelligence](https://blog.idatainc.com/tag/intelligence)

Data Governance (also referred to as data intelligence) is about best-practices designed to help people access, understand, connect, and effectively use your organization’s data across all systems....

[Learn More](https://blog.idatainc.com/requestthoughts)

## [Pragmatic Actions You Can Take for GDPR](https://blog.idatainc.com/gdprpost)

[June 26, 2018](https://blog.idatainc.com/archive/2018/06) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [process](https://blog.idatainc.com/tag/process), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [HE](https://blog.idatainc.com/tag/he), [policies](https://blog.idatainc.com/tag/policies), [GDPR](https://blog.idatainc.com/tag/gdpr), [intelligence](https://blog.idatainc.com/tag/intelligence)

The General Data Protection Regulation (GDPR) is a European Union (EU) law that took effect on May 25, 2018. This regulation provides greater protection to an individual’s personal information and...

[Learn More](https://blog.idatainc.com/gdprpost)

## [Best Way to Build a Data Dictionary](https://blog.idatainc.com/buildadatadictionary)

[May 23, 2018](https://blog.idatainc.com/archive/2018/05) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [process](https://blog.idatainc.com/tag/process), [steward](https://blog.idatainc.com/tag/steward), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [contents](https://blog.idatainc.com/tag/contents), [HE](https://blog.idatainc.com/tag/he), [policies](https://blog.idatainc.com/tag/policies), [dictionary](https://blog.idatainc.com/tag/dictionary), [intelligence](https://blog.idatainc.com/tag/intelligence)

A data dictionary is a repository of definitions of the data you use to make decisions at your organization. This post will suggest, gathered from our experience, the preferred way to build your data...

[Learn More](https://blog.idatainc.com/buildadatadictionary)

## [One Recommended Data Governance Content Path](https://blog.idatainc.com/datagovernancecontentpath)

[May 16, 2018](https://blog.idatainc.com/archive/2018/05) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [process](https://blog.idatainc.com/tag/process), [trust](https://blog.idatainc.com/tag/trust), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [communication](https://blog.idatainc.com/tag/communication), [contents](https://blog.idatainc.com/tag/contents), [HE](https://blog.idatainc.com/tag/he), [deliverables](https://blog.idatainc.com/tag/deliverables), [policies](https://blog.idatainc.com/tag/policies), [intelligence](https://blog.idatainc.com/tag/intelligence)

There are many paths to create data governance (data intelligence) content for organizations such as higher education institutions. Creation of the path should be determined by institution...

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## [Content of Data Governance for Higher Education Institutions](https://blog.idatainc.com/contentofdatagovernance)

[May 11, 2018](https://blog.idatainc.com/archive/2018/05) By  [Jim Walery](https://blog.idatainc.com/author/jim-walery)  In [data](https://blog.idatainc.com/tag/data), [ed](https://blog.idatainc.com/tag/ed), [education](https://blog.idatainc.com/tag/education), [governance](https://blog.idatainc.com/tag/governance), [higher](https://blog.idatainc.com/tag/higher), [process](https://blog.idatainc.com/tag/process), [trust](https://blog.idatainc.com/tag/trust), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [people](https://blog.idatainc.com/tag/people), [communication](https://blog.idatainc.com/tag/communication), [contents](https://blog.idatainc.com/tag/contents), [HE](https://blog.idatainc.com/tag/he), [deliverables](https://blog.idatainc.com/tag/deliverables), [policies](https://blog.idatainc.com/tag/policies), [intelligence](https://blog.idatainc.com/tag/intelligence)

In higher education there are many types of content for data governance (also called data intelligence). This blog post will mention the 12 areas of content that we have learned about from our...

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## [Data, Data Everywhere in Higher Education](https://blog.idatainc.com/data-data-everywhere-in-higher-education)

[February 21, 2018](https://blog.idatainc.com/archive/2018/02) By  [Brenda Reeb](https://blog.idatainc.com/author/brenda-reeb)  In [data](https://blog.idatainc.com/tag/data), [education](https://blog.idatainc.com/tag/education), [higher](https://blog.idatainc.com/tag/higher), [integration](https://blog.idatainc.com/tag/integration), [Data Cookbook](https://blog.idatainc.com/tag/data-cookbook), [system](https://blog.idatainc.com/tag/system), [SIS](https://blog.idatainc.com/tag/sis), [Admissions](https://blog.idatainc.com/tag/admissions), [CRM](https://blog.idatainc.com/tag/crm), [intelligence](https://blog.idatainc.com/tag/intelligence)

No one can argue that the amount of data at a higher education institution is increasing - and it is located both on premise and in the cloud. The number of types of systems is increasing. In...

[Learn More](https://blog.idatainc.com/data-data-everywhere-in-higher-education)

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