Churn
Key Performance Indicators for Data Analysis
Understanding Business Performance Metrics
Key Metrics
Evaluation
Market Analysis
Exploring User Behavior Through Analytics
Identification
Reporting Marketing Metrics 
Churn Rate The percentage of customers who stop using a product or service during a given time frame
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Key Performance Indicators for Data Analysis 
Churn Rate: The percentage of customers who stop using a product or service during a specific time period
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Understanding Business Performance Metrics 
Customer Satisfaction Score (CSAT) Net Promoter Score (NPS) Customer Retention Rate
Churn Rate Marketing Metrics Conversion Rate Click-Through Rate (CTR) Return on Marketing Investment (ROMI)
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Key Metrics 
Churn Rate Percentage of customers who stop doing business with a company over a given period
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Evaluation 
Churn Rate The rate at which customers stop doing business with an entity
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Market Analysis 
Applications of Predictive Analytics Some applications include: Sales forecasting Customer segmentation
Churn prediction Market basket analysis Benefits of Predictive Analytics Utilizing predictive analytics can lead to: Improved decision-making Enhanced customer experiences
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Exploring User Behavior Through Analytics 
user experience through targeted improvements Increasing conversion rates by optimizing marketing strategies Reducing
churn by anticipating user needs and concerns 2
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Identification 
Telecommunications In telecommunications, identification is used for:
Churn prediction by identifying customers likely to discontinue service
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Measurement 
Churn Rate Lagging Indicates the percentage of customers who stop using a product or service
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The Impact of Data Analysis on Strategy 
Entertainment Customer viewing data to guide content production Increased viewer engagement and reduced
churn rate Starbucks Food and Beverage Location analysis for new store openings Optimized store placements and increased revenue
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Nebenberuflich (z.B. mit Nebenjob) selbstständig u. Ideen haben
Der Trend bei der Selbständigkeit ist auf gute Ideen zu setzen und dabei vieleich auch noch nebenberuflich zu starten - am besten mit einem guten Konzept ...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.