Sales Metrics
Data Analysis for Business Improvement Initiatives
Visualizing Customer Journey with Data
Best Practices for Predictive Insights
Data Exploration
Results
Data Analysis Framework for Projects
Insightful Visualizations for Business Growth
Aligning Business Goals with Data Analysis 
Identify Key Performance Indicators (KPIs): Determine the
metrics that will measure progress toward the business goals
...This may involve internal data sources, such as
sales figures, as well as external data, such as market trends
...
Data Analysis for Business Improvement Initiatives 
Performance Measurement:
Metrics derived from data analysis help track progress and evaluate the effectiveness of initiatives
...Sales forecasting, risk management Text Analytics Analyzes textual data to extract insights
...
Visualizing Customer Journey with Data 
this journey is crucial for businesses aiming to improve customer satisfaction, optimize marketing strategies, and increase
sales ...Track Performance
Metrics: Measure the effectiveness of various marketing channels
...
Best Practices for Predictive Insights 
CRM Systems Customer relationship management systems provide data on customer interactions and
sales ...Performance
Metrics: Assess the model using metrics such as accuracy, precision, recall, and F1 score
...
Data Exploration 
Key
metrics include: Metric Description Example Mean The average value of the dataset
...Average
sales per month
...
Results 
Revenue Growth: Strategies to enhance
sales and market share
...Prescriptive Analytics Results To assess the effectiveness of prescriptive analytics, organizations should establish clear
metrics and key performance indicators (KPIs)
...
Data Analysis Framework for Projects 
Internal Data Data generated within the organization, including
sales records and employee performance
metrics ...
Insightful Visualizations for Business Growth 
Sales comparison, market share analysis Line Graphs Show trends over time by connecting data points with lines
...Correlation analysis, performance
metrics Benefits of Data Visualization in Business Implementing effective data visualization strategies can lead to numerous benefits for businesses, including: Enhanced Decision-Making: Visual data representation allows decision-makers to
...
Constructs 
Examples include
sales figures, employee turnover rates, and customer feedback scores
...Employee satisfaction surveys, turnover rates, productivity
metrics ...
Optimizing Product Performance with Analytics 
Examples:
Sales reports Customer feedback analysis Product usage statistics 2
...Analytics enables real-time tracking of these
metrics, facilitating timely adjustments to strategies
...
Notwendiges Eigenkapital für die
Geschäftsiee als Selbstläufer 
Der Start in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. weit vor der Gründung des Unternehmens. Ein gute Geschäftsidee mit neuartigen Ideen und weiteren positiven Eigenschaften wird zur
"Selbstläufer Geschäftsidee". Hier braucht es dann nicht mehr besonders viel, bis sich ein grosser Erfolg einstellt ...