datainsightx 1.0.1

Automated KPI summary and trend analysis package for transactional datasets.

datainsightx

Automated KPI Summary & Trend Analysis Toolkit
Published by Prakruthi Rao

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datainsightx is a lightweight Python package that generates business insights from transactional datasets without the need for BI tools or dashboards. It produces KPI summaries, trend analysis, and visual reports with a single function call.

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Features

• Automatically detects date, value, and category columns
• Computes total value, monthly average, MoM change, YoY change, and peak month
• Highlights top N performing categories
• Generates trendline and category comparison plots
• Exports:
  • Summary report (insight_summary.txt)
  • JSON output (insight_kpis.json)
  • Self-contained HTML report (insight_report.html)

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Installation

pip install datainsightx