Descriptive Metrics
Insights Analysis
Operational Efficiency
Perspectives
Data Analysis for Community Engagement
Business Outcomes
Employee Performance
Reporting on Key Business Insights
Optimize Marketing Spend 
This includes: Website analytics Social media
metrics Email marketing performance Sales data Customer feedback 2
...Common methods include:
Descriptive Analytics: Understanding what has happened in the past through historical data
...
Insights Analysis 
Methodology Description Use Cases
Descriptive Analytics Analyzes historical data to understand past performance
...Sales reports, performance
metrics ...
Operational Efficiency 
Performance Measurement Using
metrics and key performance indicators (KPIs) to assess operational performance
...It encompasses various techniques, including:
Descriptive Analytics: Analyzing historical data to understand past performance and identify trends
...
Perspectives 
The perspectives in this field can be categorized into the following:
Descriptive Analytics: Focuses on understanding historical data to identify patterns and trends
...Performance
Metrics Using key performance indicators (KPIs) to evaluate financial health
...
Data Analysis for Community Engagement 
Surveys, attendance records, demographic data Qualitative Data
Descriptive data that provides insights into the experiences and opinions of community members
...Social Media Analytics: Using tools to analyze engagement
metrics and sentiment from social media platforms
...
Business Outcomes 
These outcomes can be assessed through various
metrics and are crucial for understanding the effectiveness of business operations
...that businesses can use to analyze outcomes: Method Description Tools
Descriptive Analytics Analyzes historical data to understand past performance
...
Employee Performance 
Key Performance Indicators (KPIs) Quantifiable
metrics used to gauge an employee's performance in specific areas relevant to their role
...Key areas where business analytics can be applied include:
Descriptive Analytics Descriptive analytics involves analyzing historical data to understand past performance
...
Reporting on Key Business Insights 
on key business insights is a crucial aspect of business analytics, particularly within the realm of business analytics and
descriptive analytics
...Focus on Key
Metrics: Highlight the most critical KPIs that align with business objectives
...
Techniques for Successful Predictive Analysis 
EDA techniques include:
Descriptive Statistics: Summarize the main characteristics of the dataset using measures such as mean, median, mode, variance, and standard deviation
...Performance
Metrics: Evaluate the model using appropriate metrics, including: Accuracy Precision and Recall F1 Score Mean Absolute Error (MAE) Root Mean Square Error (RMSE) 6
...
Understanding User Experience 
Evaluation: Analyzing user feedback and performance
metrics to refine the product further
...
Start mit Franchise ohne Eigenkapital 
Der Weg zum Franchise beginnt mit der Auswahl der Geschäftsidee, d.h. des passenden Franchise-Unternehmen. Ein gute Geschäftsidee läuft immer wie von selbst - ob mit oder ohne Kapitial. Der Franchise-Markt bietet heute immer neues so auch Franchise ohne Eigenkapital...