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A Spotfire Demo Gallery with Data Science. Dr. Brand Niemann Director and Senior Data Scientist Semantic Community November 13 , 2011 DRAFT. Spotfire Inverts your Bathtub and improves communication flow. Collection. Analysis. FLOW. Communications. FLOW. Activity levels without Spotfire.
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A Spotfire Demo Gallery with Data Science Dr. Brand Niemann Director and Senior Data Scientist Semantic Community November 13, 2011 DRAFT
Spotfire Inverts your Bathtub and improves communication flow Collection Analysis FLOW Communications FLOW Activity levels without Spotfire Web Services Web Player Professional *.csv *. * Zero Install *.txt *.mdb Spotfire Server Software In-Memory Processing …etc …etc *.xml , Activity Levels custom Administration & Integration sources HR Siebel Professional Oracle SAP BI PowerPoint Excel Word PDF HTML Images (eg. gif, jpg, png, bmp) eBusiness SAP BW Enterprise Relational Databases Activity levels with Spotfire Time to complete task Data in motion
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.
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
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
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.
Data on Demand Easy to understand but advanced data-on-demand demo
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.