Text Classification
Knowledge
Implementing Natural Language Processing Techniques
Design
Statistics
Results
Data Mining Techniques for Political Analysis
Textual Insights
Textual Information Processing 
Textual Information Processing (TIP) is a crucial aspect of business analytics that focuses on the extraction and analysis of meaningful information from unstructured text data
...Text
Classification: Categorizing text into predefined labels or classes
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Knowledge 
Text Analytics and Knowledge Extraction Text analytics is an essential tool in the realm of knowledge extraction, particularly in analyzing unstructured data such as documents, emails, and social media content
...Information extraction Text
Classification Categorizing text into predefined classes
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Implementing Natural Language Processing Techniques 
It encompasses a variety of tasks, including:
Text classification Sentiment analysis Named entity recognition Machine translation Speech recognition These tasks can be applied to various business scenarios, making NLP a valuable tool in the field of business analytics
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Design 
Design in the context of business analytics and
text analytics refers to the structured approach to creating and implementing analytical models and frameworks that facilitate the understanding and interpretation of data
...Evaluation Choosing appropriate models for text analytics, such as: Sentiment analysis models Topic modeling Text
classification algorithms 5
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Statistics 
In the context of business analytics and
text analytics, statistics plays a crucial role in making informed decisions based on data-driven insights
...Text
Classification: Statistical algorithms are employed to categorize text into predefined classes, aiding in spam detection and content moderation
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Results 
to the outcomes or outputs derived from various analytical processes, particularly in the fields of business analytics and
text analytics
...Increasing customer satisfaction scores Segmentation Results
Classification of data into distinct groups for targeted analysis
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Data Mining Techniques for Political Analysis 
Technique Description Applications
Classification A process of finding a model or function that helps divide the data into classes based on different attributes
...Forecasting election results, predicting voter turnout
Text Mining The process of deriving high-quality information from text
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Textual Insights 
Textual Insights refers to the process of deriving meaningful information from unstructured text data using various techniques and tools
...Text
Classification Categorizing text into predefined classes
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Scrutiny 
It is a vital aspect of
text analytics, where organizations evaluate textual data to inform strategic decisions, improve operational efficiency, and enhance customer experience
...Content
Classification: Categorizing text data into predefined groups for better organization
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Support Vector 
Classification: New data points are classified based on their position relative to the hyperplane
...Text Classification: They can categorize documents into different topics or sentiments
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