Metadata-Version: 2.4
Name: datainsightx
Version: 1.0.1
Summary: Automated KPI summary and trend analysis package for transactional datasets.
Author: Prakruthi Rao
Author-email: prakruthirao040898@example.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: matplotlib
Requires-Dist: seaborn
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: license-file
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# 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

```bash
pip install datainsightx
```
