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A Spotfire Demo Gallery with Data Science
Dr. Brand NiemannDirector and Senior Data Scientist
Semantic CommunityNovember 13, 2011 DRAFT
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Spotfire Inverts your Bathtub and improves communication flow
Data in motion
Zero Install
Web Player
In-Memory Processing
Professional
Administration & Integration
Spotfire Server Software
RelationalDatabases
SAP BISAP BW
HR Siebel
OracleeBusiness
*. **.mdb…etc
*.csv*.txt…etc
*.xml ,customsources
WebServices
PowerPointExcelWordPDFHTMLImages (eg. gif, jpg, png, bmp)
Professional
Enterprise
Collection Analysis Communications
Activity levels without Spotfire
Activity levels with Spotfire
FLOW
Time to complete task
Activ
ity L
evel
s
FLOW
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Spotfire Experience for “big data”
• Improve raw performance of data engine– The user experience with1 million records today should be
possible with much much more tomorrow.• Methods for analyzing large data
– New visuals, transformations and functions• Improved performance for On Demand Data Loading
• Rapidly swap 100k-1M rows in and out of memory from a total data set in the billions of rows
• Architecture for Big Data In-Memory– Server side data engine. Client side free-dimensional
analysis.
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In-Database Analytics
• Leave “big data” in the data source• Only metadata used to design analytic application• User interaction generates new queries• Filtering and aggregation performed in the data source• Possible data souces:
– Google Earth– DataClock
• Possible data engines– Microsoft Analysis Services– Netezza– Teradata– Vertica
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Real-Time Data
One new value per minute. If it doesn't run the first time, you may need to start the procedure from MS SQL Studio before running this, but first try to hit "Run" from the StoredProcedure's property page in Information Designer
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Census Housing
Start from US Census 2000 data and drilldown onto on-the-fly aggregated Housing sales data, to finally drill down into the full details of Housing data.
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Genetic Body Map
Genes are mapped to organs with their activity. You can find groups of genes or single genes being active in different parts of the human body. The analysis lets you find out the associated Pathways and Gene Ontology information.
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