Prompt lesson · 17 prompts
Text Mining and NLP Techniques prompts for Data Analysts
17 ready-to-use prompts from our AI for Data Analysts course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Analyze Text Sentiment by Aspect
Use this when you need to extract and quantify sentiment towards a specific entity or its aspects from customer feedback, reviews, or social media text.
Open this prompt Analysis · Intermediate
Classify Text into Categories
Use this when you need to automatically categorize text data such as feedback, articles, or support tickets to extract insights or improve workflows.
Open this prompt Analysis · Intermediate
Concise Document Summarization
Use this when you need to quickly extract key insights from lengthy documents, reports, or articles for decision‑making or sharing.
Open this prompt Analysis · Beginner
Context-Based Question Answering
Use this when you need to answer specific questions using information from a provided document, dataset, or knowledge base.
Open this prompt Research · Beginner
Dependency Parsing of Sentences
Use this when you need to analyze the grammatical structure and word relationships in a sentence.
Open this prompt Analysis · Beginner
Extract Named Entities from Text
Use this when you need to identify and classify named entities (like people, organizations, locations) in a text corpus for analysis.
Open this prompt Analysis · Advanced
Generate Textual Data Visualizations
Use this when you need to create visual representations of textual data for analysis or reporting.
Open this prompt Creating · Intermediate
Keyword Extraction from Documents
Use this when you need to extract and rank top keywords or key phrases from one or more texts.
Open this prompt Analysis · Intermediate
Resolve Ambiguous Named Entities
Use this when you need to disambiguate a named entity (e.g., a person, place, or brand) that could have multiple meanings in a given sentence.
Open this prompt Analysis · Intermediate
Sentiment Analysis and Theme Extraction
Use this when you need to analyze customer reviews, social media posts, or feedback emails to determine overall sentiment and uncover key themes.
Open this prompt Analysis · Beginner
Summarize Long Documents for Quick Insights
Use this when you need to generate concise, accurate summaries of lengthy documents such as reports, customer feedback, or academic papers.
Open this prompt Writing · Beginner
Text Clustering for Document Grouping
Use this when you need to group similar text documents (e.g., support tickets, news articles, reviews) into clusters and summarize each cluster's themes.
Open this prompt Analysis · Advanced
Text Co-reference Resolution System
Use this when you need to design a system that identifies and resolves references to the same entity across multiple texts, such as news articles or documents.
Open this prompt Coding · Advanced
Text Generation for Various Content
Use this when you need to generate coherent, contextually relevant text for product descriptions, investor emails, news articles, or similar content.
Open this prompt Writing · Beginner
Text Similarity Analysis
Use this when you need to measure the similarity between pieces of text for deduplication, clustering, or content recommendations.
Open this prompt Analysis · Intermediate
Topic Modeling Analysis
Use this when you need to discover the main themes or topics in a collection of text documents.
Open this prompt Analysis · Intermediate
Topic Modeling for Text Corpora
Use this when you need to identify key themes, topics, or categories within a large collection of text documents, such as customer reviews, news articles, or research papers.
Open this prompt Analysis · Intermediate