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What is BIG DATA? IBM – “Every day, we create 2.5 quintillion bytes of data …” McKinsey – “datasets whose size is beyond the ability of the typical database software tools to capture, store, manage and analyse.” Wikipedia – “Big data sizes are a constantly moving target, as of 2012 ranging from a few dozen terabytes to many petabytes of data in a single data set.” Really? For education, today , its much less about HOW BIG IT IS, and much more about WHAT YOU DO WITH IT.

Education Big Data

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The Knowledge Network : view on UK Big Data from public data sources consumed through a Microsoft BI stack

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Page 1: Education Big Data

What is BIG DATA?“

IBM – “Every day, we create 2.5 quintillion bytes of data …”

McKinsey – “datasets whose size is beyond the ability of the typical database software tools to capture, store, manage and analyse.”

Wikipedia – “Big data sizes are a constantly moving target, as of 2012 ranging from a few dozen terabytes to many petabytes of data in a single data set.”

Really?“

For education, today, its much less about HOW BIG IT IS, and much more

about WHAT YOU DO WITH IT.

Page 2: Education Big Data

Why should I care?“

Work out what BIG DATA means to you. National and Regional Government, Federations and Trusts, School Leaders and Practitioners, Learners and all Stakeholders in the Learning process. All have a take.

Talking about Big Data provides a catalyst to explore what data we have access to, how we can use it, and discover in what ways that can help to support the processes in running effective and efficient organisations and to improve learning outcomes for all.

Understanding how we can APPLY Big Data to Learning is important as it can give us valuable insight into what works well, and how to replicate it.

Page 3: Education Big Data

National Pupil Database

Ofsted Data View

“Open Data Strategy”

Research and Statistics Gateway

Performance Tables

Spine Data

Census Data KS2 Attainment

KS4 Attainment

KS5 AttainmentPupil Absence

Spend per Pupil

School Workforce

Outcomes for LAC

Linking to Performance TablesAdoption Scorecards

NEET Statistics

EYFS Attainment

Admission AppealsPhonics Screening

National Pupil Projections

Exclusions Data

Private Fostering

Destinations of KS4/5

Special Educational Needs

Neighbourhood StatisticsSchool Capacity

Diploma LearningRaise OnlineParent View

Got to move from Data Collection to Data Connection!“

“Children's Centres

Independent

Early YearsInitial Teacher Education

Learning & Skills

Maintained Schools

Page 4: Education Big Data

Lets talk about Analytics“

 http://solaresearch.org/OpenLearningAnalytics.pdf

Page 5: Education Big Data

Benefits of Learning Analytics

… and of Academic Analytics

Page 6: Education Big Data

Mash it Up!“

AttainmentOfsted

CensusWorkforce

Income and ExpenditureAttendance

Show me the average expenditure profiles for the highest attaining schools as a comparison to my own

What's the relationship between Ofsted judgement on Quality of Teaching and a schools mean salary and % QTS?

Is a higher Pupil Premium Income leading to increased progress made between KS2 and end of KS4?

Show me visually the change in performance of my school over time.

Page 7: Education Big Data

Directions:

School based to MOOCContinuing Professional Development

Corporate Learning

Page 8: Education Big Data

Some Demos ….

BIG DATA – National Data Mash Up

BIG DATA – LA’s / Federation / Trust

BIG DATA – College / School

BIG DATA – Learner

Page 9: Education Big Data

All about People and ProcessNot Technology Led

Understand where you are and what to do nextA Journey

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