Quantitative Forecasting
Understanding Data Relationships through Visuals
Trend Analysis
Behavior
Success
Insights from Operational Analysis
Analytical Framework
Trend Reporting
Understanding Data Relationships through Visuals 
Below are some popular visual tools: Scatter Plots: Ideal for displaying the relationship between two
quantitative variables
...Challenge Solution Outcome Company A Poor sales
forecasting Implemented interactive dashboards for real-time data visualization
...
Trend Analysis 
Overview Trend analysis typically involves the collection and examination of
quantitative data points, allowing businesses to visualize changes and make predictions
...Sales Enables
forecasting of sales trends, seasonal variations, and customer preferences
...
Behavior 
Applications Surveys and Questionnaires Tools used to gather qualitative and
quantitative data from consumers or employees
...Sales
Forecasting: Utilizing historical sales data to predict future sales trends and inform inventory management and marketing strategies
...
Success 
In the realm of business, success is often measured through various
quantitative and qualitative metrics, including profitability, market share, customer satisfaction, and overall impact
...It plays a crucial role in identifying trends,
forecasting outcomes, and making data-driven decisions that lead to success
...
Insights from Operational Analysis 
Key Components of Operational Analysis Data Collection: Gathering
quantitative and qualitative data from various sources, including internal systems, customer feedback, and market research
...Statistical Analysis: Using statistical techniques to analyze data patterns and trends, enabling better
forecasting and decision-making
...
Analytical Framework 
Sales
forecasting, risk assessment
...Identify Data Sources: Determine where the necessary data will come from, ensuring a mix of qualitative and
quantitative data
...
Trend Reporting 
Forecasting: Historical trends can be used to predict future outcomes, enabling proactive strategies
...Surveys and Feedback: Customer surveys and feedback mechanisms can provide qualitative data to complement
quantitative analysis
...
Predictive Metrics 
Predictive metrics are
quantitative measures used in business analytics to forecast future outcomes based on historical data
...Sales
Forecasting Predicts future sales based on historical data and market analysis
...
Franchise ohne Eigenkapital 
Der Start per Franchise beginnt mit der Auswahl der Geschäftsidee unter Berücksichtigung des Eigenkapital, d.h. des passenden Franchise-Unternehmen. Eine gute Geschäftsidee läuft immer wie von ganz alleine - ob mit oder ohne eigenes Kapitial. Der Franchise-Markt bietet immer wieder Innnovationen - so auch Franchise ohne Eigenkapital...