Skip to main content

A one-line EDA report generator for pandas DataFrames.

Project description

DataInsight Lite 📊

One-line Exploratory Data Analysis (EDA) for your pandas DataFrames.
Generate beautiful HTML or PDF reports with descriptive stats, heatmaps, outlier detection, and missing value insights.

Added Support For CSV, EXCEL, JSON file


🚀 Features

  • One-liner API: quick_report(file_path, sheet_name[Optional], output="report.html")
  • 📊 Dataset summary, descriptive stats
  • 🔥 Correlation heatmap
  • 🕵️‍♀️ Missing value visualizations
  • 🎯 Outlier detection
  • 💻 CLI support: datainsight-lite dataset.csv --output report.html
  • 📝 Generates clean, professional HTML or PDF reports

📦 Installation

pip install datainsight-lite

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

datainsight_lite-0.1.3.tar.gz (3.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

datainsight_lite-0.1.3-py3-none-any.whl (2.7 kB view details)

Uploaded Python 3

File details

Details for the file datainsight_lite-0.1.3.tar.gz.

File metadata

  • Download URL: datainsight_lite-0.1.3.tar.gz
  • Upload date:
  • Size: 3.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.10.11

File hashes

Hashes for datainsight_lite-0.1.3.tar.gz
Algorithm Hash digest
SHA256 5025c3cc42dd664072c364e49e05122eb6107fab5b06d7e75292420913d09b70
MD5 667f1dffb157c9c75ebbfc30dfb18ebd
BLAKE2b-256 64fd947f23a7658fe1d4baa21e306c7091a29c547272ee5d8913854b25a7d346

See more details on using hashes here.

File details

Details for the file datainsight_lite-0.1.3-py3-none-any.whl.

File metadata

File hashes

Hashes for datainsight_lite-0.1.3-py3-none-any.whl
Algorithm Hash digest
SHA256 e0e9f99beaf53f99cb83d8c76c1f2b2d53913588d6babb10f04c444296916d1b
MD5 67694f2d4897b3dcd66389313bfecb99
BLAKE2b-256 cf56db02918a098c6948ee32c361f95853317923b6f1fd22f0dcdb2a6899e79d

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page