Diagnostic Reporting
Analysis Framework
Analyzing Financial Data
Performance Insights
Intelligence
Data Analysis for Enhancing Business Intelligence
Improve Business Intelligence with Data Analytics
Insights from Sales Analysis
Using Analytics to Improve Processes 
Reporting: Presenting insights in a clear and actionable format for stakeholders
...Performance tracking, sales analysis
Diagnostic Analytics Examines data to determine why something happened
...
Optimize Marketing Spend through Data Diagnostic Data: This type of data helps identify reasons behind past performance trends
...Email marketing, CRM, analytics, and
reporting ...
Analysis Framework they include: Data Collection Data Preparation Data Analysis Data Visualization Interpretation and
Reporting Decision Making 1
...used in data analysis include: Descriptive Analysis: Summarizing historical data to identify trends and patterns
Diagnostic Analysis: Investigating the causes of past outcomes Predictive Analysis: Using historical data to forecast future trends Prescriptive Analysis: Recommending actions
...
Analyzing Financial Data Regulatory Compliance: Financial analysis ensures that organizations adhere to regulatory standards and
reporting requirements
...Diagnostic Analysis This method goes a step further by examining the reasons behind past performance
...
Performance Insights Reporting: Creating visual representations of data findings through dashboards and reports
...Diagnostic Analytics: Investigates the reasons behind past performance outcomes
...
Intelligence Diagnostic Intelligence: Aims to determine why certain events occurred by analyzing data patterns and correlations
...Data Warehousing A centralized repository that stores integrated data from multiple sources for analysis and
reporting ...
Data Analysis for Enhancing Business Intelligence Data Warehousing: The storage of data in a central repository for analysis and
reporting ...Diagnostic Analysis Explains why something happened by identifying correlations
...
Improve Business Intelligence with Data Analytics Key components of BI include: Data Mining
Reporting Performance Metrics and Benchmarking Predictive Analytics Prescriptive Analytics Role of Data Analytics in Business Intelligence Data analytics involves examining data sets to draw conclusions about the information they contain
...Reporting, Business Performance Analysis
Diagnostic Analytics Examines data to understand the causes of past outcomes
...
Insights from Sales Analysis Sales reports, performance reviews
Diagnostic Analytics Explores data to identify reasons behind sales trends
...Business Intelligence (BI) Tools: Solutions like Tableau and Power BI provide powerful data visualization and
reporting capabilities
...
Analytical Framework Performance
reporting, trend analysis
...Diagnostic Analytics Examines data to understand the reasons behind past outcomes
...
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