Big Data Metrics
Creating Actionable Insights
Data Mining in Human Resources
Data Mining Techniques for Data Visualization
Visual Data
Engagement
Business Insights Reporting
Data Analysis for Nonprofit Impact Assessment
Methods for Visualizing Quantitative Data 
Data visualization is an essential aspect of business analytics, enabling organizations to interpret complex data sets and make informed decisions
...Facilitating real-time monitoring of business
metrics ...
Analytical Framework An analytical framework is a structured approach used in business analytics and
data analysis to guide the process of evaluating data and deriving insights
...Establish
Metrics: Define key performance indicators (KPIs) and metrics that will be used to measure success
...
Creating Actionable Insights Actionable insights are information derived from
data analysis that can lead to informed decision-making and strategic planning
...Internal Data - Data generated from within the organization, such as sales records, customer feedback, and operational
metrics ...
Data Mining in Human Resources Data mining in human resources (HR) refers to the process of analyzing large sets of employee data to uncover patterns, trends, and insights that can inform HR strategies and decision-making
...Performance Management Data mining can enhance performance management through: Tracking employee performance
metrics over time
...
Data Mining Techniques for Data Visualization Data mining is a crucial process in the field of business analytics, enabling organizations to extract valuable insights from large datasets
...segmentation Hierarchical Clustering Creates a tree of clusters based on distance
metrics ...
Visual Data Visual
Data refers to the representation of data in a visual context, such as charts, graphs, and maps, to make complex information more accessible and understandable
...Correlation analysis, performance
metrics ...
Engagement In the context of business analytics and
data visualization, engagement refers to the level of interaction and involvement that customers or users have with a brand, product, or service
...Several
metrics can be used to assess engagement levels: Net Promoter Score (NPS): A measure of customer loyalty and satisfaction based on their likelihood to recommend a product or service
...
Business Insights Reporting Business Insights Reporting refers to the systematic collection, analysis, and presentation of
data that provides organizations with actionable insights into their operations, performance, and market trends
...including: Customer Feedback Sales Transactions Market Research Social Media Analytics Operational
Metrics 2
...
Data Analysis for Nonprofit Impact Assessment Data analysis for nonprofit impact assessment involves the systematic evaluation of data to measure the effectiveness and efficiency of nonprofit organizations in achieving their missions
...Surveys, financial reports, program
metrics Qualitative Data Descriptive data that provides insights into experiences and perceptions
...
Revisions This process is crucial in business analytics and
data analysis as it ensures that the information and strategies utilized are accurate, relevant, and effective
...Strategic Revision Adjusting business strategies based on market analysis and performance
metrics ...
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