Intelligent Data Science Assistant
Upload any retail dataset (CSV or Excel) and instantly get automated cleaning, statistics, dashboards, segmentation, and AI-powered insights.
π§Ή Auto Cleaningπ Smart KPIsπ Statistical Testsπ₯ RFM Segmentationπ€ AI Q&Aπ PDF Export
Drop your dataset here
Supports CSV Β· XLSX Β· XLS | Any column names auto-detected
β or β
Dataset Overview
Auto-detected structure, shape, and quality profile
π§©Column Profiles
ποΈData Preview (first 10 rows)
Data Cleaning Pipeline
Automated detection and resolution of data quality issues
πCleaning Audit Log
β οΈMissing Value Analysis
πOutlier Detection (Numeric Columns β Z-score > 2.5)
Statistical Analysis
Descriptive stats, distributions, correlations & hypothesis tests
πDescriptive Statistics
πCorrelations
π§ͺDistribution Analysis
πValue Distribution Histogram
π¦Avg Value by Category
Business Dashboard
KPIs, revenue trends, and performance metrics β auto-generated
πRevenue / Value Trend Over Time
π¦Revenue by Category
ποΈOrders by Weekday
π³Top Segment Distribution
πTop 10 Products by Value
πTop Locations by Orders
Customer Segmentation
RFM analysis, customer value distribution & behavior insights
π―RFM Customer Segments
πBehavioral Metrics
πSegment Distribution
π°Value Distribution by Segment
πTop Customers by Lifetime Value
AI Data Assistant
Ask anything about your dataset in plain English
Stored in memory only β never sent elsewhere
π
Best revenue month?
π Price vs quantity?
π¦ Top category?
π Top 5 customers?
π Avg delivery?
π Repeat buyers?
π Distribution shape?
ποΈ Top location?
π‘ Key insights?
π° CLV stats?