Big Data Analytics in Government

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Copyright © 2012, SAS Institute Inc. All rights reserved. HIGH PERFORMANCE ANALYTICS THE FUTURE OF ANALYTICS IS HERE

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Big Data, Analytics, high performance analytics, visualization, analytical lifecycle, SAS

Transcript of Big Data Analytics in Government

Page 1: Big Data Analytics in Government

Copy r igh t © 2012 , SAS Ins t i t u t e I nc . A l l r i gh t s res erved .

HIGH PERFORMANCE ANALYTICSTHE FUTURE OF ANALYTICS IS HERE

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Copy r igh t © 2012 , SAS Ins t i t u t e I nc . A l l r i gh t s res erved .

Data

Analytics

Platforms

Key Dimensions GOING BIG

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3Copyright © 2011, SAS Institute Inc. All rights reserved.

Finding treasures in unstructured datalike social media or survey tools

that could uncover insightsabout consumer sentiment

Mine transaction databases for data of spending patterns that indicate a stolen card..

Leveraging historical data to drive better insight into decision-makingfor the future

Analyze massiveamounts of data inorder to accurately

identify areas likely toproduce the mostprofitable results

FORECASTING

DATA MINING

TEXT ANALYTICS

OPTIMIZATION

STATISTICS

ADVANCED ANALYTICS

INFORMATIONMANAGEMENT

Copyright © 2011, SAS Institute Inc. All rights reserved.

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THE ANALYTICS LIFECYCLE

IDENTIFY /FORMULATE

PROBLEM

DATAPREPARATION

DATAEXPLORATION

TRANSFORM& SELECT

BUILDMODEL

VALIDATEMODEL

DEPLOYMODEL

EVALUATE /MONITORRESULTS

Domain ExpertMakes DecisionsEvaluates Processes and ROI

MANAGER

Model ValidationModel DeploymentModel Monitoring Data Preparation

IT SYSTEMS /MANAGEMENT

Data ExplorationData VisualizationReport Creation

ANALYST

Exploratory AnalysisDescriptive SegmentationPredictive Modeling

DATA MINER /STATISTICIAN

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India has become the ultimate lab for digital identification technology. No country has ever tried to collect this much information in this short a period of time

- Tarun Wadhwa

Data

UID Registrations as of June 2013

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Vertica

Teradata

Greenplum

Oracle

Microsoft PDW

Hadoop

$- $20,000 $40,000 $60,000 $80,000 $100,000

Today 20092000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012

$-

$2

$4

$6

$8

$10

$12

$14

$16

$18

$20

COST PER GIGABYTECOST PER TERABYTE

COST OF STORAGE, MEMORY, COMPUTING In 2000 a GB of Disk $17 today < $0.07In 2000 a GB of Ram $1800 today < $1

In 2009 a TB of RDBMS was $70K today < $ 20K

Trends in Platforms

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DATA VISUALIZATION

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MINARD’S VISUAL DEPICTION

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PATH VISUAL ANALYTICS

“Visual Analytics is the science

of analytical reasoning

supported by interactive visual

interfaces.” -- Cook 2005

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WHAT IS SAS VISUAL ANALYTICS

APPROACHABLE ANALYTICS BUILT RIGHT IN.

• Easy Analytics: Find Fast Answers to Your Toughest Questions.

• Any skill level – Ask toughest questions, answer with compelling visualizations without having to learn new skills or engage IT

• Don't Just See It – Understand It with "what does it mean" pop-ups, explained in everyday business terms that all users can understand

• Create calculated measures can and add to any visualization.

• Easy-to-use capabilities that take the complexity out of forecasting –

• Forecasts can be generated on the fly with most appropriate forecasting algorithm for specific data is automatically selected.

• View can be saved as report packages to share with other advanced data exploration users in Web reports, images or SAS mobile apps.

Next, what SAS VA can do for you…

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DEMO

• http://data.gov.in/ --  Production 2001-2010•  • http://agmarknet.nic.in/ -- Onion pricing•  • http://www.dogr.res.in/ ( Production data for 2011-12

and 2012-13)