Descriptive Reports
Analysis Framework
Perspectives
Data Visualization Techniques for Business
Analytical Research
Data Analysis for Change Management
Data Analysis for Competitive Intelligence
Data Analysis in Nonprofit Organizations
Data Analysis Best Practices 
Technique Description Use Cases
Descriptive Analysis Summarizes historical data to identify trends
...Sales
reports, customer feedback analysis
...
Analysis Framework Common methods 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:
...This involves: Understanding the implications of the findings Identifying actionable insights Preparing
reports for stakeholders Reports should be tailored to the audience, ensuring that technical details are communicated in an accessible manner
...
Perspectives Here are some key perspectives in data mining:
Descriptive Perspective: Focuses on summarizing historical data to identify trends and patterns
...Sales
reports, customer segmentation
...
Data Visualization Techniques for Business This article explores various data visualization techniques that are essential for effective
descriptive analytics in business
...Google Data Studio: A free tool that transforms data into customizable informative
reports ...
Analytical Research It encompasses a range of methodologies, including
descriptive, diagnostic, predictive, and prescriptive analytics, each serving distinct purposes in the research process
...Data Collection: Gather relevant data from various sources such as surveys, databases, and market
reports ...
Data Analysis for Change Management Reporting and Communication: Presenting findings in a clear and concise manner to stakeholders through
reports and presentations
...Technique Description Use Case
Descriptive Analysis Summarizes historical data to identify patterns and trends
...
Data Analysis for Competitive Intelligence employ in their competitive intelligence efforts: Type of Analysis Description
Descriptive Analysis Summarizes historical data to identify trends and patterns
...Google Analytics: A web analytics service that tracks and
reports website traffic
...
Data Analysis in Nonprofit Organizations Descriptive Analytics Descriptive analytics involves summarizing historical data to understand what has happened in the past
...This can include: Program performance
reports Donor demographics analysis Financial reporting 2
...
Data Analysis Lifecycle Gathering secondary data from existing databases,
reports, or online resources
...Techniques used in this stage include:
Descriptive statistics to summarize data features
...
Analyze Financial Data for Insights This process can be categorized into three main types of analytics:
Descriptive Analytics: Focuses on summarizing historical data to understand what has happened in the past
...Data Collection Gathering financial data from various sources, including accounting systems, market
reports, and economic indicators
...
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