Modeling event data

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Data Modeling

Transcript of Modeling event data

Page 1: Modeling event data

Data Modeling

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Event Model

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Event ModelImpression

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Event ModelImpression

Heartbeat (0%)

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Event ModelImpression

Heartbeat (0%)

Interaction

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Event ModelImpression

Heartbeat (0%)

Interaction

Heartbeat (25%)

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Event ModelImpression

Heartbeat (0%)

Interaction

Heartbeat (25%)

Ad Unit

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Event ModelImpression

Heartbeat (0%)

Interaction

Heartbeat (25%)

Ad Unit

App

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Event ModelImpression

Heartbeat (0%)

Interaction

Heartbeat (25%)

Ad Unit

App App

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Optimising Redshift

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Data Processing

Data validation

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Data Processing

Data validation

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Data Processing

Data validation Dimension widening

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Data Processing

Data validation Dimension widening

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Data Processing

Data validation Data modelingDimension widening

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Data Processing

Data validation Data modelingDimension widening

Data is immutable and un-opinionated

Data is mutable and opinionated