Sas Text Analytics
Customer Feedback Loop
Data Mining and Customer Feedback
Natural Language
Key Data Mining Techniques to Implement
Data Mining for Social Media Insights
Insight Discovery
Document Review
Data Mining for Cultural Analysis 
This field combines elements of business, business
analytics, and data mining to extract meaningful insights from large datasets that reflect cultural trends, behaviors, and preferences
...Sentiment Analysis Determining the emotional tone behind a body of
text, often used in social media
...
Data Mining for Customer Feedback Improvement 
Technique Description Applications
Text Mining Extracting useful information from unstructured text data
...Predictive
Analytics Using historical data to predict future customer behaviors
...
Customer Feedback Loop 
This iterative process is crucial in the field of business
analytics and
text analytics, as it enables organizations to make data-driven decisions that align with customer expectations and needs
...
Data Mining and Customer Feedback 
In the context of business
analytics, data mining plays a crucial role in understanding customer feedback, which can significantly influence business strategies and decision-making processes
...Description Application Sentiment Analysis Analyzing
text to determine the sentiment (positive, negative, neutral)
...
Natural Language 
In the context of business
analytics and machine learning, natural language processing (NLP) plays a crucial role in enabling machines to understand, interpret, and generate human language
...Key Components of Natural Language Processing Tokenization: The process of breaking down
text into smaller units, such as words or phrases
...
Key Data Mining Techniques to Implement 
Data mining is a critical aspect of business
analytics that involves extracting useful information from large datasets
...Text Mining Text mining involves extracting meaningful information from unstructured text data
...
Data Mining for Social Media Insights 
are commonly employed to analyze social media data, including: Sentiment Analysis: This technique involves analyzing
text data to determine the sentiment expressed by users, whether positive, negative, or neutral
...Predictive
Analytics: By analyzing historical data, businesses can predict future trends and behaviors, allowing for proactive decision-making
...
Insight Discovery 
This concept is integral to the fields of Business
Analytics and Business Intelligence, where organizations leverage data to gain a competitive edge
...Text Analytics: Extracting insights from unstructured data sources such as social media, customer feedback, and reviews
...Statistical Software: Programs like R and
SAS that provide advanced statistical analysis capabilities
...
Document Review 
Document review plays a crucial role in business
analytics and
text analytics, where large volumes of documents must be processed and assessed efficiently
...
Data Cleaning Techniques for Analysis Projects 
numbers stored as
text)
...Effective data cleaning techniques can significantly enhance the outcomes of business
analytics projects, leading to more reliable insights and informed decision-making
...
Eine Geschäftsidee ohne Eigenkaptial 
Wenn ohne Eigenkapital eine Geschäftsidee gestartet wird, ist die Planung besonders wichtig. Unter Eigenkapital zum Selbstständig machen versteht man die finanziellen Mittel zur Unternehmensgründung. Wie macht man sich selbstständig ohne den Einsatz von Eigenkapital? Der Schritt in die Selbstständigkeit sollte wohlüberlegt sein ...