Summary  
This chapter demonstrates how to read and process CSV data programmatically with Python, use pandas for pivot tables and matplotlib for generating charts, and automate the creation of visual reports and an interactive HTML dashboard.  

General domain of usage  
Sales analytics

Here's a download-ready sample file you can use to follow the instructions:

Let's ask Claude to analyze the dataset using Python.

Claude will now generate a full script using pandas, matplotlib, and related libraries.

After execution, a new folder will appear on your Desktop.

Also, for a more dynamic experience, request a dashboard in HTML format.

Claude will return a complete HTML-based dashboard with interactive elements — no need for Excel or manual chart building.

A full analytics suite—without writing a single line of code yourself.

Aprenda a aprovechar el poder de MCP (Model Context Protocol) para conectar Claude AI con sus herramientas cotidianas, automatizar tareas y simplificar flujos de trabajo complejos. Este curso cubre los fundamentos de los servidores MCP, cómo configurarlos y cómo interactuar con su entorno local. También explorará casos de uso prácticos, desde la integración de servicios de Google como Gmail y Calendar, hasta la automatización del análisis en Excel y la generación de presentaciones en PowerPoint utilizando Python e IA. Diseñado tanto para usuarios técnicos como no técnicos, este curso le ayudará a obtener verdaderos aumentos de productividad con un esfuerzo manual mínimo.

Learn how MCP (Model Context Protocol) connects AI agents to your tools, apps, and data. This section introduces the core ideas behind MCP servers, shows you how to get started, and walks you through practical ways to interact with your local environment using Claude Desktop.

Unlock the power of AI to streamline data analysis, automate Excel reports, and generate insightful summaries with minimal effort. Explore how MCP tools and Python scripts—combined with natural language prompts—can transform static files into dynamic dashboards and structured reports. From raw CSVs to well-organized deliverables, every step becomes faster, smarter, and hands-free thanks to AI-powered automation.

Explore how MCP can connect Claude AI to your Gmail and Google Calendar, enabling powerful task automation and communication workflows. Learn how to install and configure these servers, manage emails directly through AI, and discover the broader potential of MCP integrations beyond Google tools.

AI-Powered Data Analysis with Python & MCP

AI-Powered Data Analysis with Python & MCP