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📊 Ignite - Data Analytics Platform

A data analytics platform that can be used without deep knowledge of algorithms.

Python License Status

English 简体中文


📖 Project Overview

  • This is a lightweight tool written by an experienced data analyst for users who do not deeply understand data analysis but still have data analysis needs. It helps them solve common data analysis problems and supports them in completing their work or personal ideas more effectively!

✨ Features

  • 📂 Feature 1: Data Management
  • ⚠️ Feature 2: Anomaly Analysis
  • 👥 Feature 3: Clustering Analysis
  • 📈 Feature 4: Predictive Analysis (Regression / Classification)
  • 💹 Feature 5: Marketing Mix Optimization

⚙️ Installation and Usage

Clone the project

git clone https://github.com/Darren-Li/Ignite.git
cd Ignite

Requirements

pip install -r requirements.txt

Run the Ignite app

streamlit run ignite.py

▶️ Demo

  • 🎬 Demo Website: https://aha-ignite.streamlit.app/

  • 📜 Feature Overview demo

  • 📂 Data Management demo

  • ⚠️ Anomaly Analysis demo demo

  • 👥 Clustering Analysis demo demo demo demo demo demo

  • 📈 Predictive Analysis (Regression / Classification) demo demo

  • 💹 Marketing Mix Optimization demo demo

About

A Data Analysis Plastfrom for business operation personnel rather than data scientists

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