Project Overview

A comprehensive sales dashboard providing insights into sales performance across various dimensions, with potential for AI-driven data interpretation.

Key Features

Revenue Overview

• Total revenue
• Total sales

Revenue Visualizations

• By state (bar chart)
• Top 7 product categories
• Geographical distribution (interactive map) with pydeck

Sales Data Analysis

• Monthly sales table and trend chart (2020-2023)
• Detailed dataframe with product, seller, and transaction information

Filtering and Export

• Filters for product category, price range, and date
• CSV export option

User Interface

• Dark theme and White, responsive design
• Navigation tabs: Dataset, Total Revenue, Monthly Revenue, Daily Revenue, Sellers

AI Interpretation Potential

The rich dataset and various visualizations provide an excellent foundation for AI-driven insights:

1. Predictive Analytics: Forecast future sales trends based on historical data.
2. Anomaly Detection: Identify unusual sales patterns or outliers.
3. Customer Segmentation: Analyze buying behaviors to create targeted marketing strategies.
4. Product Recommendation: Suggest related products based on purchase history.
5. Performance Optimization: Recommend inventory management and pricing strategies.

MercadoPago Potential

• Real-time Payment Processing: Integrate actual transaction data from MercadoPago
• Payment Analytics: Analyze payment methods, installment preferences, and transaction success rates
• Fraud Detection: Implement AI-driven fraud detection systems using transaction data

Data Insights

The dashboard offers both high-level overviews and detailed analysis capabilities, enabling users to identify top-performing products, categories, and regions, as well as track seasonal trends and sales team performance.

This tool serves as a powerful asset for business intelligence, with the potential for AI enhancement to provide even deeper, data-driven insights and recommendations.