Pertemuan-09 OLAP Analysis

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Rully Agus Hendrawan [email protected] Business intelligence & Data Warehouse OLAP Analysis Lecture

description

Data Mining and Data Warehouse

Transcript of Pertemuan-09 OLAP Analysis

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Rully Agus Hendrawan [email protected]

Business intelligence &

Data Warehouse

OLAP Analysis

Lecture

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Disclaimer

• Private use only

• Don’t distribute this materials anywhere else

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OLAP ANALYSIS

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Analysis

the abstract separation of a whole

into its constituent parts

in order to study the parts

and their relations

http://wordnetweb.princeton.edu/perl/webwn?s=analysis

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Analyze

break down

into components

or essential features

http://wordnetweb.princeton.edu/perl/webwn?s=analyze

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Example:

Trouble shooting a dead computer

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OLAP Analysis

• Systematic

–Break down the problem

from Abstract problem to Exact problems

–Isolate and Reduce the factors which affect

the problem

from Many irrelevant factors to Essential factors

• Series of action OLAP Query

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OLAP Analysis

• Systematic

–Break down the problem

from Abstract problem to Exact problems

–Isolate and Reduce the factors which affect

the problem

from Many irrelevant factors to Essential factors

• Series of action OLAP Query

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OLAP Analysis

• Systematic

–Isolate problem

from Abstract problem to Exact problem

–Reduce the factors which affect the problem

from many irrelevant factors to essential factors

• Series of action OLAP Query

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OLAP Analysis

Incident already happened

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OLAP Analysis

Incident already happened

– Above threshold

– Below target

– Trending down

– Trending up

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OLAP Analysis

Finding …

Why?

Which factors do contribute?

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Incident Happened

What factors contribute to the incident

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Sales Below Target

-5%

All

Region

March

Time

February

January

Measure = (Actual Sale – Target Sale) / Target Sale

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Sales Below Target

-5%

All

Region

March

Time

February

January

Measure = (Actual Sale – Target Sale) / Target Sale

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Drill down Time

Drill down Region

Dice the cube

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Sold Less

-10%

Region

Time

East

Central

Week 3Week 4

March

Measure = (Actual Sale – Target Sale) / Target Sale

Week 2

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Sold Less in East Region

-10%

Region

Time

East

Central

Week 3Week 4

March

Measure = (Actual Sale – Target Sale) / Target Sale

Week 2

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Slice Region = East

Dice the cube (add new dimension: Product)

Drill down Product

Change visual display

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Product Sale droppedRegion

Time

East

Week 3Week 4

March

Measure = Actual Sale

Week 2

X

Y

W

Product

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Product X droppedRegion

Time

East

Week 3Week 4

March

Measure = (Actual Sale – Target Sale) / Target Sale

Week 2

X

Y

W

Product

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Customer complaint increases

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Late deliveries went up 80%

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• Incident: lagging or leading in sales

• Factors:

– what product lines

– what locations

• Extra:

– available stocks

– Promotions

– competitive information

• With that information, someone can make a decision to take corrective action.

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dankie shukran do jehxie xie dêkuji tak

kiitos merci dankeefharisto toda sukria

terima kasih grazie arigatoukamsa hamnida takk

salamat po dziekuje obrigadospasibo gracias istutiy

asante tack kawp-kun krap/ka'tesekkür ederim

Thanks