TIBCO SPOTFIRE Training With R-Language & Bigdata Analytics

PERFORMING DATA ANALYTICS WITH TIBCO SPOTFIRE PROFESSIONAL
VERSION 6.5
PERFORMING DATA ANALYTICS WITH TIBCO SPOTFIRE
THE FOLLOWING SPOTFIRE SOFTWARES WILL BE USED

  • SPOTFIRE PROFESSIONAL
  • SPOTFIRE SERVER
  • SPOTFIRE WEB PLAYER
  • SPOTFIRE STATISTICS SERVICES
  • SPOTFIRE ACTIVE MATRIX ENABLER
  • SPOTFIRE MINER
  • SPOTFIRE TERR(R ENGINE)
  • SPOTFIRE AUTOMATION SERVICES
  • SPOTFIRE ADVANCED DATA SERVICES
  • R-LANGUAGE
  • SPOTFIRE MOBILE SERVICES

→ TIBCO SPOTFIRE INTRODUCTION

  • SPOTFIRE BASIC SKILLS
  • UNDERSTANDING VISUALIZATIONS
  • PERFORMING DATA FILTERING
  • LEARNING MORE THROUGH DATA DRILL-DOWN
  • THE UNDERLYING DATA
  • EXPECTED FORMAT OF A DATA TABLE
  • LOADING DATA USING AN INFORMATION LINK
  • OPENING NEW DATA

→ GETTING STARTED WITH VISUALIZATIONS

  • PROPERTIES OF TABLES
  • PROPERTIES OF BAR CHARTS
  • INTERPRETING BAR CHARTS
  • PROPERTIES OF LINE CHARTS
  • INTERPRETING LINE CHARTS

→ MORE VISUALIZATIONS

  • GENERAL VISUALIZATIONS FEATURES
  • ADJUSTING PROPERTIES
  • UNDERLYING DATA
  • COLORING
  • TRELLIS VISUALIZATIONS

→ FILTERS

  • FILTER TYPES
  • CHANGING FILTER TYPES
  • FILTERING DISPLAY OPTIONS
  • ORGANIZING FILTERS
  • DEFINING FILTERING SCHEMES
  • DRILL-DOWN

→ HIGHLIGHTING ITEMS

  • MARKING DATA
  • DETAILS-ON-DEMAND
  • DETAILS VISUALIZATIONS
  • MULTIPLE MARKINGS

→ SAVING AND EXPORTING

  • SAVING A SPOTFIRE FILE
  • EXPORTING DATA FROM SPOTFIRE
  • EXPORTING VISUALIZATIONS FROM SPOTFIRE

→ MORE VISUALIZATION TYPES

  • COMBINATION CHARTS
  • COMBINATION CHART INTRODUCTION
  • COMBINATION CHART PROPERTIES
  • USING COMBINATION CHARTS

→ SCATTER PLOTS

  • SCATTER PLOT INTRODUCTION
  • SCATTER PLOT PROPERTIES
  • USING SCATTER PLOTS
  • 3D SCATTER PLOTS
  • 3D SCATTER PLOT INTRODUCTION
  • 3D SCATTER PLOT PROPERTIES
  • USING 3D SCATTER PLOTS

→ PIE CHARTS

  • PIE CHART INTRODUCTION
  • PIE CHART PROPERTIES
  • USING PIE CHARTS

→ SUMMARY TABLES

  • SUMMARY TABLE INTRODUCTION
  • SUMMARY TABLE PROPERTIES
  • USING SUMMARY TABLES

→ CROSS TABLES

  • CROSS TABLE INTRODUCTION
  • CROSS TABLE PROPERTIES
  • USING CROSS TABLES

→ GRAPHICAL TABLES

  • GRAPHICAL TABLE INTRODUCTION
  • GRAPHICAL TABLE PROPERTIES
  • USING GRAPHICAL TABLES

→ MAP CHARTS

  • MAP CHART INTRODUCTION
  • MAP CHART PROPERTIES
  • USING MAP CHARTS

→ PARALLEL COORDINATE PLOTS

  • PARALLEL COORDINATE PLOT INTRODUCTION
  • PARALLEL COORDINATE PLOT PROPERTIES
  • USING PARALLEL COORDINATE PLOTS

→ TREEMAPS

  • TREEMAP INTRODUCTION
  • TREEMAP PROPERTIES
  • USING TREEMAPS

→ BOX PLOTS

  • BOX PLOT INTRODUCTION
  • BOX PLOT PROPERTIES
  • USING BOX PLOTS

→ HEAT MAPS

  • HEAT MAP INTRODUCTION
  • HEAT MAP PROPERTIES
  • USING HEAT MAPS

→ TEXT AREAS

→ COLORING

  • COLOR MODES
  • COLOR BREAK POINTS
  • COLORING RULES
  • COLORING IN TABLES, CROSS TABLES AND HEAT MAPS

→ MORE COLORING FEATURES

  • ADDING DATA TO AN EXISTING ANALYSIS
  • ADDING NEW ROWS TO A DATA TABLE
  • ADDING NEW COLUMNS TO A DATA TABLE
  • ADDING NEW DATA TABLES
  • TRANSFORMATIONS
  • PIVOT
  • UNPIVOT

→ CALCULATE AND REPLACE COLUMN

  • CALCULATE NEW COLUMN
  • CHANGE COLUMN NAMES
  • CHANGE DATA TYPES
  • DATA FUNCTION
  • EXCLUDE COLUMNS
  • NORMALIZATION
  • PREVIEW
  • FORMATTING NUMBERS
  • SHORT NUMBER FORMAT

→ HANDLING MULTIPLE DATA TABLES

  • SELECTING A DATA TABLE
  • FILTERS PANEL WITH MULTIPLE DATA TABLES

→ RELATING ACROSS VISUALIZATIONS

→ FILTERING OPTIONS

  • BUNDLING DATA
  • DATA BINNING
  • AUTO-BINNING
  • BINNED COLUMN
  • USING TAGS
  • USING LISTS
  • CAPTURING YOUR ANALYSIS

→ BOOKMARKS

  • ADDING AND APPLYING BOOKMARKS
  • SHARING BOOKMARKS

→ DERIVING MORE INFORMATION FROM RAW DATA

  • CALCULATED COLUMNS
  • CUSTOM EXPRESSIONS
  • SIMILARITY BETWEEN CUSTOM EXPRESSIONS AND AGGREGATION METHODS
  • THE SLICING CONCEPT
  • MARKERS

→ APPLICATIONS OF CUSTOM EXPRESSIONS

  • BASIC SYNTAX RULES
  • OVER EXPRESSIONS
  • OVER IN CALCULATED COLUMNS
  • OVER IN CUSTOM EXPRESSIONS
  • TERMS TO USE IN OVER EXPRESSIONS

→ NODE NAVIGATION METHODS

  • ALL()
  • PREVIOUS()
  • NEXT()
  • ALLPREVIOUS()
  • ALLNEXT()
  • PARENT()
  • INTERSECT()
  • PREVIOUSPERIOD()
  • NEXTPERIOD()
  • LASTPERIOD()
  • PARALLELPERIOD()
  • NODE NAVIGATION EXAMPLES
  • SYNTAX RULES
  • ALL() EXAMPLE
  • PREVIOUS() EXAMPLE
  • NEXT() EXAMPLE
  • ALLPREVIOUS() EXAMPLE
  • ALLNEXT() EXAMPLE
  • PARENT() EXAMPLE
  • INTERSECT() EXAMPLE
  • PREVIOUSPERIOD() EXAMPLE
  • NEXTPERIOD() EXAMPLE
  • LASTPERIODS() EXAMPLE
  • PARALLELPERIOD() EXAMPLE
  • USING FUNCTIONS IN EXPRESSIONS
  • IF()
  • CASE()
  • DATETIMENOW()
  • CONCATENATE()
  • RANK() AND DENSERANK()
  • MAX() AND MIN()

→ AS STATEMENT

  • NEST AND CROSS STATEMENTS
  • MULTIPLE OVER STATEMENTS

→ LIMITING DATA IN VISUALIZATIONS

  • LIMITING DATA USING MARKINGS
  • LIMITING DATA USING FILTERINGS
  • LIMITING DATA USING EXPRESSION

→ COLUMN, DATA TABLE AND DOCUMENT PROPERTIES

  • COLUMN PROPERTIES
  • DATA TABLE PROPERTIES
  • DOCUMENT PROPERTIES
  • ERROR BARS

→ Limiting Data In Visualizations  

  • Limiting Data Using Markings   
  • Limiting Data Using Filterings   
  • Limiting Data Using Expression

→ GENERAL WORKFLOW FOR USING INFORMATION DESIGNER

  • CREATING ADVANCED ELEMENTS
  • AGGREGATED AND DRILLABLE COLUMNS

→ LOADING DATA ON DEMAND

  • SHARING ANALYSES
  • DISTRIBUTION OF ANALYSES
  • DATA ACCESS OPTIONS

→ PAGES

  • COVER PAGE
  • PAGE MODES

→ FILTERS AND FILTERING SCHEMES

  • FILTER ORGANIZATION
  • FILTERING SCHEMES

→ LINES & CURVES

  • HORIZONTAL AND VERTICAL LINES…
  • AVERAGE AND STANDARD DEVIATION…
  • CURVE DRAW
  • CURVE FROM DATA TABLE
  • LINE FROM COLUMN VALUES
  • STRAIGHT LINE FIT
  • POLYNOMIAL CURVE FIT
  • LOGISTIC REGRESSION CURVE FIT
  • POWER CURVE FIT
  • LOGARITHMIC CURVE FIT
  • EXPONENTIAL CURVE FIT
  • GAUSSIAN CURVE FIT
  • LINES & CURVES EXAMPLE

→ STATISTICAL TOOLS

DATA RELATIONSHIPS
NUMERICAL VERSUS NUMERICAL
NUMERICAL VERSUS CATEGORICAL
CATEGORICAL VERSUS CATEGORICAL
LINE SIMILARITY
CORRELATION SIMILARITY
EUCLIDEAN DISTANCE
PERFORMING A LINE SIMILARITY CALCULATION
K-MEANS CLUSTERING

  • PERFORMING K-MEANS CLUSTERING
  • INTERPRETING K-MEANS CLUSTERING RESULTS
  • HIERARCHICAL CLUSTERING 

→ INFORMATION LINKS

  • CREATING AN INFORMATION LINK
  • ADDING ELEMENTS TO THE INFORMATION LINK
  • SPECIFYING JOIN PATHS
  • SPECIFYING DESCRIPTION
  • ADDING FILTERS AND PROMPTS
  • SPECIFYING CONDITIONING
  • SHOWING PARAMETERS
  • SPECIFYING PROPERTIES
  • SAVING THE INFORMATION LINK
  • VIEWING AND EDITING SQL PATHS
  • OPENING DATA USING AN INFORMATION LINK
  • PERSONALIZED INFORMATION LINKS
  • PARAMETERIZED INFORMATION LINKS
  • PREDECTIVE ANALYTICS AND MODELLING
  • USING SPOTFIRE MINER AND SPOTFIRE PROFESSIONAL
  • CLASSIFICATION REGRESSION
  • LINEAR REGRESSION
  • CLASSIFICATION TREE
  • LINEAR REGRESSION TREE
  • CLUSTERING
  • ANOVA
  • CLASSIFICATION NEURAL NETWORK

→ INTEGRATION WITH OTHER TIBCO SOFTWARES

  • UPDATING REPORTS DYNAMICALLY USING BW AND EMS SERVER
  • UPDATING REPORTS DYNAMICALLY USING WEBSERVICES
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