1 6.0, 6.5 and Beyond The Future of Spotfire Tobias Lehtipalo Sr. Director of Product Management
2 Key peformance indicators Hundreds of Records Visual Data Discovery Millions of Records Data Mining or Data Modelling Billions of Records Real Time Analytics Trillions of Records -2- Copyright TIBCO Software Inc.
3 3 Copyright TIBCO Software Inc. -3- Copyright TIBCO Software Inc.
4 Spotfire Metrics 6.0 Manage by Exception Spotfire Metrics tells you when your business changes, so you can act immediately. Find the information you need, when & where you need it View key business measures On any mobile device Online or offline Take action Socialize insights & concerns Launch detailed reports when needed -4- Copyright TIBCO Software Inc.
5 Create Metrics using data already mapped in Spotfire Mobile Metrics can reuse data connections created in Spotfire and stored in the Spotfire library. New look and feel will be rolled out to mobile clients over the next few months. -5- Copyright TIBCO Software Inc.
6 Spotfire Metrics -6- Copyright TIBCO Software Inc. 6
7 Visual Data Discovery 7 Copyright TIBCO Software Inc. -7- Copyright TIBCO Software Inc.
8 Web based authoring and data discovery Start with an information link or upload local data from Excel Create and configure common business visualizations Save and share analysis and visualizations Spotfire Business Author Copyright TIBCO Software Inc.
9 Spotfire 6.0 Mapping Capabilities Easy map creation Automatic offline geocoder at country, states, county, zip levels Import and save geographic files for future use Give a context to business data Worldwide, high accuracy and multi-layered basemap background Cloud based, always up-to-date Explore enterprise data in the context of location Visualize multiple datasets on a same map Navigate through the map interactively to filter your charts and plots Analyze enterprise data in the context of location Drill-down into the map to get additional details, more precise info Select and mark specific data 5/7/2014 Copyright TIBCO Software Inc. All rights reserved. TIBCO Confidential & Proprietary information 9-9- Copyright TIBCO Software Inc.
10 Example: Insurance Analytics -10- Copyright TIBCO Software Inc.
11 Example: Insurance Analytics -11- Copyright TIBCO Software Inc.
12 -12- Copyright TIBCO Software Inc.
13 Example: Norwegian Petroleum Directorate Copyright TIBCO Software Inc.
14 Example: Landsat Copyright TIBCO Software Inc.
15 Example: Nationalmap Copyright TIBCO Software Inc.
16 -16- Copyright TIBCO Software Inc.
17 Spotfire Visual Data Discovery -17- Copyright TIBCO Software Inc. 17
18 -18- Copyright Copyright TIBCO TIBCO Software Inc. 18
19 Predicting the business Customer Churn: Retain your most profitable customers Increase upsell, decrease churn Fraud Detection: Reduce losses due to fraudulent transactions Supply Chain Optimization: Simulate production and shipping to anticipate peaks and lulls HR Planning: Predict employee attrition and optimize retention -19- Copyright TIBCO Software Inc.
20 Overview of Predictive Analytics in Spotfire TIBCO Spotfire Statistics Services (TSSS) Provides Predictive Analytics Ecosystem Seamless integration of your advanced analytic investments into Spotfire (and custom) applications Leverage in-database predictive analytics through Teradata Aster TIBCO Enterprise Runtime for R (TERR) Enterprise-class environment for running R scripts and packages Broad integration in Spotfire platform Multiple integration and deployment options for consistent analytics across your organization Combine the agility of open source R with the speed and reliability of an enterprise platform Predictive Modeling & Forecasting Tools in Spotfire Deep predictive insights into your data in ad hoc analysis No statistical programming required Complemented by extensive Data Discovery capabilities of the Spotfire -20- Copyright TIBCO Software Inc.
21 Spotfire 6.0 Forecasting What? Why? Easily add Forecasts to Visualizations by right click menu Advanced users can tune settings Optionally display confidence intervals Extend the power of Predictive Analytics for ad hoc analysis to all Spotfire users Easy entry point to Spotfire Predictive Analytics -21- Copyright TIBCO Software Inc.
22 TERR Enhancements in 6.0 Explicit parallelization Provide scalability by enabling TERR users to write parallelized R-language scripts. Local (multicore) and remote (multi-machine) using Statistics Services as back end Use cases: risk/simulation, parallel model building (different models or different categories), model scoring RinR package Easily call out to open source R from TERR to access graphics and other functionality / packages not yet available in TERR Enables users to get the benefits of TERR for a wider range of applications Compatible with TSSS (if R is installed on server) Autodetect R installation (or set to specific R location) Expanded core R coverage and CRAN package support ~ 1500 CRAN packages now run successfully in TERR Includes 800+ packages with results identical to R, another 500+ with non-identical results Hundreds more partially compatible (i.e., pass some but not all tests) More details will be made public for TERR customers and TIBCO field TeradataR compatibility Added TERRScript.exe, addressed stdin/stdout differences More details in release notes -22- Copyright TIBCO Software Inc.
23 Leverage R language in Spotfire ad hoc analyses What? Use the R language directly in the Spotfire Expression Language Create functions for easy reuse and sharing Uses embedded TERR engine Why? Supplement visual analysis with R language analytics in a single step Easily share your R scripts as functions in the Expression Language -23- Copyright TIBCO Software Inc. 23
24 What? Expanded R coverage and package support in TERR Why? Hierarchical and K-mean clustering Splines Broaden R coverage in TERR Improved compatibility with many important packages, including MASS, randomforest, boot, rpart, e1071, mgcv, earth, Expanded compatibility with bioconductor packages Apply TERR to a greater range of applications, so more users can be the performance and robustness benefits of the TERR platform -24- Copyright TIBCO Software Inc. 24
25 Spotfire Advanced Analytics -25- Copyright TIBCO Software Inc. 25
26 Real Time Analytics -26- Copyright TIBCO Software Inc. 26
27 Spotfire Event Analytics 6.0 Find pattern in Spotfire and deploy model to continuously monitor real time information. When the model is triggered in realtime, a Spotfire DXP file is generated to be explored in Spotfire for analysis Use Case: Real-Time Correlations for Action Automated manufacturing yield analysis. Analyze manufacturing data in Spotfire, deploy model which compares live data to models of good behavior When actual manufacturing usage breaks the model, Spotfire used to understand why. Act Analyze Correlate -27- Copyright TIBCO Software Inc.
28 Spotfire Real Time Analytics -28- Copyright TIBCO Software Inc. 28
29 Collaboration All together now! -29- Copyright TIBCO Software Inc. 29
30 Enterprise Deployment and Management Framework Enterprise Analytics Architecture Theatre Desktop Laptop Web Tablet Phone Analytics on Any Device Analytics Applications Empower All Users KPIs Visualizations Views / Models Data Connections Metadata Security Re-Usable Enterprise & Application Objects In Database In Memory In Motion (real-time events) Fastest Data Processing Engine SaaS COTS Structured Data Un Structured Data Proprietary Data Shared Data Broadest Integration of Data Sources -30- Copyright TIBCO Software Inc.
31 Data Connectors 6.0 Apache Hadoop/Hive Cloudera Hive CDH4 Cloudera Impala CDH4, 1.2.2, Composite Information Server 6.1, 6.2 Hortonworks Data Platform 1.3, 2.0 HP Vertica 6.0, 6.1 IBM Netezza 6, 7 Microsoft Analysis Services 2008, 2012 Microsoft SQL Server 2005, 2008 R2, 2012 Oracle MySQL 5.1, 5.5, 5.6 Oracle and Oracle Exadata (Oracle 11gR1 and R2) Oracle Essbase 9.3, 11.1 Pivotal Greenplum 4.1, 4.2 Pivotal HAWQ PostgreSQL 8.4, 9.0, 9.1, 9.2 SAP HANA SPS5, SPS6 SAP NetWeaver Business Warehouse SP10, 7.3 Teradata , 13.00, 13.10, 14.00, Teradata Aster 5.0, 5.11 IBM DB2-31- Copyright TIBCO Software Inc.
32 Build Applications with custom queries Create Spotfire applications that interact directly with complex big data sources, while hiding the complexity of the source from end users -32- Copyright TIBCO Software Inc.
33 Copy Contents Between Applications -33- Copyright TIBCO Software Inc.
34 System Profiler Simplify broad test coverage during upgrade to new SF version Tool that can open and interact with multiple Anaysis in file system or in library Execute built in tests or run user provided scripts -34- Copyright TIBCO Software Inc.
35 Web Performance monitoring Analysis of performance counters from logs -35- Copyright TIBCO Software Inc.
36 Web Performance Monitoring Customer admins and Spotfire support team can now pinpoint bottlenecks with respect to performance much faster. New monitor page under Tools/diagnostics DXP file for visualizing performance counters from log over time Monitor page -36- Copyright TIBCO Software Inc.
37 The Spotfire Platform -37- Copyright TIBCO Software Inc. 37
38 Dramatically richer, easier & faster analytics for everyone Spotfire 6.5 Faster, Easier Use of Data Richer Location Analytics New Spotfire Desktop for Individuals Plus a Little More -38- Copyright TIBCO Software Inc.
39 Faster, Easier Use of Data DESCRIPTION / USE CASE Ability to create Spotfire applications that interact directly with complex big data sources, while hiding the complexity of the source from end users BENEFITS Users can access huge volumes of information quickly and easily Authors can create complex applications faster and easier HOW (NEW FEATURE) Ability to write parameterized SQL driven from UI elements in the SF applications SQL optimized to native features & syntax of the data source (e.g., SQLMR in Aster ) -39- Copyright TIBCO Software Inc.
40 Richer Location Analytics DESCRIPTION / USE CASE Ability to create rich Spotfire applications that mash up information from customers Esri and WMS mapping data with other Spotfire data sources BENEFITS Users can visualize complex location source data directly in Spotfire Authors get access to existing Esri and WMS data sources HOW (NEW FEATURE) Spotfire MapCharts now support Esri and WMS data Visualize and drill down into data stored in a local ArcGIS or WMS Server -40- TIBCO Copyright Software Inc. INTERNAL TIBCO & Software CONFIDENTIAL Inc.
41 There s Even More New in 6.5 For System Administrators Perform regression tests on all applications after system upgrades Monitor system performance continously to pinpoint resource hogging applications For Application Builders Copy content between applications Use data source specific SQL For Data Scientists Embed R into Spotfire expression language Create functions for easy reuse and sharing -41- Copyright TIBCO Software Inc.
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