Operational Analysis
Data Governance Framework for the Aviation Industry
Realizing Value from Big Data Investments
Reporting
Narrative
Revenue Forecasting
Achieving Business Goals
Data-Driven Decision Making Strategies
Behavior 
Market Behavior: The
analysis of how consumers respond to market changes, including price fluctuations and promotional strategies
...Informed Decision-Making Behavior analysis provides data-driven insights that inform strategic decisions and
operational adjustments
...
Data Research 
It encompasses various methodologies and techniques, including data mining, statistical
analysis, and predictive modeling
...Enhance
operational efficiency through informed decision-making
...
Data Governance Framework for the Aviation Industry 
Effective data governance is essential for enhancing
operational efficiency, improving decision-making processes, and meeting regulatory requirements
...used in the aviation industry include: Data Management Platforms: Tools that facilitate data integration, storage, and
analysis ...
Realizing Value from Big Data Investments 
Data Integration Combining data from different sources to provide a unified view for
analysis ...Operational Efficiency Tracks improvements in operational processes due to enhanced data insights
...
Reporting 
Below are some common types of reporting in business analytics:
Operational Reporting: Focuses on the day-to-day operations of a business, providing insights into performance metrics and operational efficiency
...Data
Analysis: Utilizing analytical tools and techniques to interpret the data, identify patterns, and derive insights
...
Narrative 
In the context of business and business analytics, a narrative refers to the story derived from data
analysis that helps stakeholders understand insights, trends, and patterns
...Company B Optimize supply chain Reduced
operational costs by 15% through data-driven supply chain adjustments
...
Revenue Forecasting 
Cash Flow Management: Ensures that businesses maintain adequate cash flow to meet
operational needs
...Time Series
Analysis: Analyzing historical revenue data to identify trends and seasonality
...
Achieving Business Goals 
Operational Goals: Aim to improve efficiency, streamline processes, and enhance productivity
...Business Analytics Business analytics plays a pivotal role in achieving business goals by providing insights derived from data
analysis ...
Data-Driven Decision Making Strategies 
Data-Driven Decision Making (DDDM) refers to the process of making decisions based on data
analysis and interpretation rather than intuition or observation alone
...This approach has gained significant traction in the business world as organizations strive to leverage data to enhance
operational efficiency, improve customer satisfaction, and drive growth
...
Generating Reports for Strategic Insights 
Overview of Descriptive Analytics Descriptive analytics is the initial stage of data
analysis that focuses on summarizing historical data to identify patterns and trends
...Each type serves a specific purpose and audience:
Operational Reports: Focus on day-to-day operations and performance metrics
...
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