Locations
Insights from Customer Demographics Analysis
Data Visualization Techniques for Predictive Analytics
The Power of Text Analysis in Business Intelligence
Analyze Customer Feedback for Improvement
Using Data Analysis for Decision Making
Consumption
Text Analysis for Understanding Audience Preferences
Data Analysis for Customer Experience Improvement 
Increased user engagement by 50% Starbucks Inconsistent customer experience across
locations Analyzed customer feedback to standardize service protocols Improved customer satisfaction ratings Future Trends in Data Analysis for Customer Experience
...
Insights from Customer Demographics Analysis 
Companies can: Open new
locations in areas with a high concentration of their target demographic
...
Data Visualization Techniques for Predictive Analytics 
Geospatial Mapping: Visualizes data in relation to geographical
locations, useful for location-based analysis
...
The Power of Text Analysis in Business Intelligence 
Named Entity Recognition (NER) Identifying and classifying key entities in text, such as names, organizations, and
locations ...
Analyze Customer Feedback for Improvement 
Feedback Forms: Providing forms on websites or at point-of-sale
locations ...
Using Data Analysis for Decision Making 
Starbucks Food & Beverage Optimized store
locations based on customer purchasing patterns
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Consumption 
Point of Sale (POS) Data: Utilizing sales data from retail
locations to understand consumption trends in real-time
...
Text Analysis for Understanding Audience Preferences 
Named Entity Recognition: Identifying and classifying key entities in the text, such as names, organizations, and
locations ...
Utilizing Data for Growth 
Starbucks Starbucks uses data to optimize store
locations and tailor marketing efforts
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Results 
Entity Recognition Identification of specific entities (people, organizations,
locations) in text
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Nebenberuflich (nebenbei) selbstständig m. guten Ideen
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 ...