Seasonal Buying
Data Mining for Insights
Data Mining and Market Analysis
Key Insights from Sales Data
Enhance Strategic Planning with Insights
Trends Analysis for Improvement
Utilizing Predictive Analytics
Data Mining for Customer Relationship Management
Data Mining for Insights 
Time Series Analysis Analyzing time-ordered data points to identify trends, cycles, or
seasonal variations
...Marketing: Targeted advertising and customer segmentation based on
buying habits
...
Data Mining and Market Analysis 
Time Series Analysis: Analyzing time-ordered data points to identify trends and
seasonal patterns
...Target: Uses predictive analytics to identify customer
buying patterns and tailor marketing campaigns
...
Key Insights from Sales Data 
Sales Trends Over Time Understanding how sales fluctuate over time can help businesses identify
seasonal patterns and long-term growth trajectories
...Buying Preferences: Product categories or services preferred by customers
...
Enhance Strategic Planning with Insights 
By analyzing customer
buying patterns and
seasonal trends, the company reduced excess inventory by 20% and improved sales forecasting accuracy by 30%
...
Trends Analysis for Improvement 
trends analysis for improvement: Case Study 1: Retail Sector A leading retail chain utilized trends analysis to identify
seasonal buying patterns
...
Utilizing Predictive Analytics 
Sales Forecasting sales trends and customer
buying patterns
...Analysis This technique analyzes data points collected or recorded at specific time intervals to identify trends, cycles, and
seasonal variations
...
Data Mining for Customer Relationship Management 
Analysis: This technique analyzes time-ordered data points to identify trends over time, which can be useful for understanding
seasonal buying patterns
...
Geschäftsiee und Selbstläufer 
Der Weg in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. vor Gründung des Unternehmens. Ein gute Geschäftsidee mit neuen und weiteren positiven Eigenschaften wird zur
"Geschäftidee u. Selbstläufer" ...