remodify

README.md

@@ -1,133 +1,8 @@
-# 🇮🇳 Decode India: Smart AI-Enhanced Dashboard for Growth Metrics
-
-A powerful interactive dashboard that visualizes and analyzes growth metrics for 35 major Indian cities using AI, time series forecasting, and cluster-based insights.
-
-## 🚀 Live Demo
-
-**🌐 View the live dashboard**: [Hugging Face Spaces](https://huggingface.co/spaces/your-username/decode-india-dashboard)
-
----
-
-## 🚀 Features
-
-- 📊 **Compare Development Metrics**: Visual comparisons between cities on metrics like health, education, infrastructure, etc.
-- 🔁 **Time Series Forecasting**: Uses ARIMA models to predict future values for selected indicators.
-- 🌐 **Radar Chart Visualization**: View cities' SDG performance across multiple indicators.
-- 🧠 **AI-Powered Insights**: Automatically highlights strongest and weakest areas for each city.
-- 🌍 **Twin City Matching**: Suggests cities with similar developmental patterns.
-- 🎯 **Clustering**: KMeans-based segmentation to group cities with similar development profiles.
-- 🧮 **Correlation Analysis**: Examine relationships between key indicators.
-
----
-
-## 📁 Project Structure
-```
-Decode-India/
-│
-├── app.py # Main Dash application
-├── data/
-│ ├── india_growth_metrics.csv # City-wide metrics data
-│ └── timeseries.csv # Year-wise data (2015–2023) for forecasting
-├── requirements.txt # Python dependencies
-└── README.md # Instructions and documentation
-```
-
----
-
-## 🌟 Deploy on Hugging Face Spaces (Recommended)
-
-### Step 1: Create Hugging Face Account
-1. Go to [huggingface.co](https://huggingface.co) and sign up
-2. Verify your email address
-
-### Step 2: Create a New Space
-1. Click on your profile → "New Space"
-2. Choose settings:
-   - **Owner**: Your username
-   - **Space name**: `decode-india-dashboard`
-   - **Space SDK**: **Gradio** (we'll use this for Dash)
-   - **License**: MIT
-   - **Visibility**: Public
-
-### Step 3: Upload Your Code
-1. Clone the space repository:
-```bash
-git clone https://huggingface.co/spaces/your-username/decode-india-dashboard
-cd decode-india-dashboard
-```
-
-2. Copy your files:
-```bash
-# Copy all your project files
-cp -r /path/to/your/project/* .
-```
-
-3. Push to Hugging Face:
-```bash
-git add .
-git commit -m "Initial deployment"
-git push
-```
-
-### Step 4: Your App is Live!
-Your dashboard will be available at:
-`https://huggingface.co/spaces/your-username/decode-india-dashboard`
-
----
-
-## ⚙️ How to Run the Dashboard Locally
-
-### 1️⃣ Clone the Repository
-
-```bash
-git clone https://github.com/your-username/Decode-India.git
-cd Decode-India
-```
-### Create & Activate a Virtual Environment
-python -m venv .venv
-# Activate the environment:
-# On Windows
-```bash
-.venv\Scripts\activate
-```
-# On macOS/Linux
-```bash
-source .venv/bin/activate
-```
-### Install Required Dependencies
-```bash
-pip install -r requirements.txt
-```
-Or install individually:
-```bash
-pip install dash pandas plotly numpy scikit-learn statsmodels
-```
-### Add the Data Files
-Place the following files in the data/ folder:
-
-india_growth_metrics.csv – Contains city-wise growth indicators.
-
-timeseries.csv – Contains yearly data for each city for time series analysis (2015–2023)
-
-### Run the Application
-```bash
-python app.py
-```
-
-### View in Browser
-Visit: 
-
-```bash
-http://127.0.0.1:8050/
-```
-
----
-
-## 🎯 Alternative Deployment Options
-
-See [DEPLOYMENT.md](DEPLOYMENT.md) for other deployment options including:
-- Railway
-- Render
-- Heroku
-- Docker
-- VPS/Cloud servers
+title: codeclash
+emoji: 🦀
+colorFrom: pink
+colorTo: green
+sdk: gradio
+sdk_version: 5.27.1
+app_file: app.py
+pinned: false