Home/Use-cases.md

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 title: User Personas
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+# User Persona
 
+## Possible Users
+1. **Movie Enthusiast**: Someone who loves exploring movies and TV shows based on their preferences (genres, ratings, etc.).
+2. **Content Strategist**: A professional analyzing trends in Netflix content to guide future strategies.
+3. **Data Science Student**: A student using the application for learning about data preprocessing, machine learning, and visualizations.
+4. **Global Viewer**: Someone curious about popular content trends in their country or other regions.
 
+---
+
+## Persona 1: The Movie Enthusiast
+**Name**: Sarah Collins  
+**Age**: 27  
+**Location**: San Francisco, USA  
+**Occupation**: Software Developer  
+
+### **Goals**:
+- Discover new content tailored to her favorite genres and ratings.
+- Explore content trends like duration changes over time.  
+
+### **Pain Points**:
+- Overwhelmed by Netflix's large library and struggles to decide what to watch.
+- Curious about how Netflix's catalog has evolved over the years.  
+
+### **Personality**:
+- Outgoing, analytical, and enjoys exploring unique content.
+- Likes visually appealing apps with intuitive navigation.  
+
+### **Motivations**:
+- Find recommendations that suit her taste without scrolling endlessly on Netflix.
+- Gain insights into movie and TV show trends for personal interest.  
+
+### **Favorite Features**:
+- Personalized playlist recommendations.
+- Duration trend analysis for favorite genres.  
+
+---
+
+## Persona 2: The Content Strategist
+**Name**: Michael Edwards  
+**Age**: 45  
+**Location**: London, UK  
+**Occupation**: Media Consultant  
+
+### **Goals**:
+- Analyze content trends by region to advise clients on strategic decisions.
+- Understand which genres and ratings perform well in specific countries.  
+
+### **Pain Points**:
+- Limited tools to filter and analyze content trends by country.
+- Needs an intuitive platform to draw insights quickly for professional use.  
+
+### **Personality**:
+- Detail-oriented, analytical, and prefers data-driven decision-making.
+- Appreciates tools that save time and offer clear insights.  
+
+### **Motivations**:
+- Use country-wise content insights to guide recommendations for media campaigns.
+- Stay updated with global content trends.  
+
+### **Favorite Features**:
+- Country-wise popular content analysis.
+- Clear visualizations for quick comprehension of trends.  
+
+---
+
+## Persona 3: The Data Science Student
+**Name**: Priya Sharma  
+**Age**: 21  
+**Location**: Bangalore, India  
+**Occupation**: Final-Year Undergraduate Student  
+
+### **Goals**:
+- Learn practical applications of data science using real-world datasets.
+- Understand how to preprocess data, build models, and visualize results.  
+
+### **Pain Points**:
+- Finds working with large datasets challenging without structured examples.
+- Needs hands-on experience to understand data preprocessing and trend analysis.  
+
+### **Personality**:
+- Curious, detail-oriented, and enjoys learning new technical skills.
+- Prefers applications with detailed yet beginner-friendly documentation.  
+
+### **Motivations**:
+- Build a strong portfolio using real-world datasets like Netflix titles.
+- Gain confidence in machine learning and visualization tools.  
 
+### **Favorite Features**:
+- Machine learning models applied to real-world data.
+- Interactive visualizations for trends over time.