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What's included in your report

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Data Overview

Row/column counts, data types, and a plain-language summary of your dataset.

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Data Quality Analysis

Missing values, duplicates, and anomalies found β€” and how each was handled.

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Statistical Insights

Distributions, outliers, skewness, and correlations with charts and explanations.

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AI Commentary

Natural language interpretation of patterns and trends written by the assistant.

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Cleaning Log

Every transformation applied β€” dropped rows, filled nulls, renamed columns.

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Visualizations

All charts embedded with captions: bar charts, heatmaps, scatter plots, trend lines.

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