Social Media Data
Support Data Analysis Efforts
Data Mining for Market Risk Assessment
Text Modeling
The Importance of Context in Text Analysis
Leveraging Customer Feedback
Exploring Text Analytics Tools
Understanding Customer Needs
System 
a structured combination of components, processes, and technologies that work together to collect, analyze, and interpret
data ...increasingly important in the business landscape due to the proliferation of textual data from various sources, including
social media, customer feedback, and internal documents
...
Support Data Analysis Efforts 
Support
Data Analysis Efforts refers to the various strategies, tools, and methodologies employed by organizations to enhance their data analysis capabilities, particularly in the realm of prescriptive analytics
...which may include: Surveys and questionnaires Transactional data from sales systems Web analytics data
Social media interactions Third-party data sources Data Cleaning Once data is collected, it is crucial to clean and preprocess the data to ensure its quality and reliability
...
Data Mining for Market Risk Assessment 
Data mining for market risk assessment involves the use of advanced analytical techniques to extract valuable insights from large datasets to evaluate and manage risks associated with market fluctuations
...News and
Social Media Sentiment analysis from news articles and social media can reveal public perception and potential market movements
...
Text Modeling 
It involves the use of statistical and computational techniques to convert unstructured text
data into a structured format that can be analyzed for insights and decision-making
...This can include anything from customer feedback and
social media posts to emails and reports
...
The Importance of Context in Text Analysis 
Text analysis, a subset of business analytics, involves deriving meaningful insights from textual
data ...Social Media Posts: Trending topics may shift rapidly, affecting topic relevance
...
Leveraging Customer Feedback 
Social Media Feedback Comments and messages from customers on social media platforms
...Statistical Analysis: Employing statistical methods to identify trends and correlations in survey
data ...
Exploring Text Analytics Tools 
Text analytics, also known as text mining, is the process of deriving meaningful information from unstructured text
data ...Watson Natural Language Understanding Emotion analysis, keyword extraction, sentiment analysis
Social media monitoring, customer experience enhancement SAS Text Analytics Text mining, sentiment analysis, entity extraction
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Understanding Customer Needs 
Cost-effective, large sample size, quantitative
data ...Social Media Analytics Analyzing customer interactions on social platforms
...
Effective Text Analysis 
Analysis is a crucial component of business analytics, focusing on the extraction of valuable insights from unstructured text
data ...This can include anything from customer reviews and
social media posts to internal reports and emails
...
Analyzing User Engagement 
Social Shares The number of times content is shared on social
media ...By leveraging historical
data, businesses can forecast future user behaviors and trends
...
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 Gründung eines Unternehmens. Wie macht man sich selbstständig ohne den Einsatz von Eigenkapital? Der Schritt in die Selbstständigkeit sollte gut überlegt sein ...