📊 Ignite - Data Analytics Platform

A powerful data analytics platform that empowers users to uncover insights effortlessly, eliminating the need for deep algorithmic expertise.

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📖 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!

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✨ Features

• 📂 Feature 1: Data Management
• ⚠️ Feature 2: Anomaly Analysis
• 👥 Feature 3: Clustering Analysis
• 📈 Feature 4: Predictive Analysis (Regression / Classification)
• ⏳ Feature 5: Survival Analysis
• 💹 Feature 6: Marketing Mix Optimization
• 🔗 Feature 7: Causal Inference

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⚙️ 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

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▶️ Demo

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

• 📜 Feature Overview

• ⚠️ Anomaly Analysis

• 👥 Clustering Analysis

• 📈 Predictive Analysis (Regression / Classification)

• ⏳ Survival Analysis

• 💹 Marketing Mix Optimization

• 🔗 Causal Inference