Cosmic Vedic Astrology Analyzer
Unlock celestial insights from event data using ancient Vedic astrology combined with modern data science
Overview
This project analyzes historical or contemporary events through the lens of Vedic astrology, revealing hidden planetary patterns and cosmic influences. It processes event data (like earthquakes, financial events, or personal milestones) and performs sophisticated astrological calculations combined with machine learning analysis.
Give us a if you find this project helpful!
If you like this project, please consider giving it a star on GitHub. Your support motivates me to keep improving it!
Key Features
Data Processing
- Flexible CSV parsing - Handles multiple date/time formats automatically
- Smart column detection - Identifies date, location, magnitude columns
- Data normalization - Converts diverse formats into standardized astrological inputs
Vedic Astrology Analysis
- Planetary Positions: Calculates positions of all 9 Vedic planets (including Rahu/Ketu)
- House System: 12-house Bhava system with accurate cusp calculations
- Aspects (Drishti): Full Vedic aspect patterns including special planetary aspects
- Yogas: Detects significant planetary combinations (Raj Yoga, Gajakesari Yoga, etc.)
- Planetary Strength: Shadbala-inspired strength calculations
Advanced AI Analysis
- Event Clustering: Groups similar astrological patterns using K-Means and t-SNE
- Feature Importance: Identifies most influential planetary positions using Random Forests
- Network Analysis: Visualizes planetary relationship networks
- Temporal Patterns: Detects cyclical patterns in event occurrences
Technical Implementation
Backend (Python/Flask)
-
Astronomical Calculations:
- Uses PyEphem for precise planetary positions
- Implements Lahiri Ayanamsa for sidereal zodiac
- Calculates special lunar nodes (Rahu/Ketu)
-
Machine Learning:
- Dimensionality Reduction: PCA + t-SNE for visualization
- Clustering: Optimal K-Means clustering with silhouette scoring
- Feature Analysis: Random Forest feature importance
- Network Analysis: NetworkX for planetary aspect graphs
Frontend
- Interactive Visualizations: Chart.js for planetary distributions and patterns
- Cosmic UI: Particle.js animated background with responsive design
- Animated Transitions: AOS library for smooth scrolling effects
Sample Datasets Included
-
Earthquakes (1995-2023)
- 28 years of global seismic activity
- Contains magnitude, depth, and location data
- Demonstrates planetary patterns in natural disasters
-
Historical Tsunamis
- Major tsunami events with impact data
- Shows lunar nodal (Rahu/Ketu) correlations
Getting Started
Prerequisites
- Python 3.8+
- pip package manager
Installation
# Clone repository
git clone https://github.com/ishanoshada/CosmicVedicAnalyzer.git
cd CosmicVedicAnalyzer
# Create virtual environment
python -m venv venv
source venv/bin/activate # Windows: venv\Scripts\activate
# Install dependencies
pip install -r requirements.txt
# Run application
python api/app.py
git clone https://github.com/ishanoshada/CosmicVedicAnalyzer.git
cd CosmicVedicAnalyzer
# Create virtual environment
python -m venv venv
source venv/bin/activate # Windows: venv\Scripts\activate
# Install dependencies
pip install -r requirements.txt
# Run application
python api/app.py
Visit http://localhost:5000 in your browser after starting the application.
How to Use
-
Prepare Your Data:
- Create CSV with events (date/time + location required)
- Example columns: "2020-01-01 14:30", 34.0522, -118.2437 (LA coordinates)
-
Upload & Analyze:
- Drag-and-drop your CSV file
- System auto-detects columns and formats
-
Interpret Results:
- View planetary position distributions
- Examine significant yogas and aspects
- Explore AI-generated clusters and patterns
Astrological Methodology
Core Calculations
- Sidereal Zodiac: Uses fixed-star based 27deg nakshatras
- House System: Whole-sign houses from Ascendant
- Planetary Aspects:
- Standard aspects (conjunction, sextile, square, etc.)
- Special Vedic aspects (Mars 4/8, Jupiter 5/9, etc.)
- Planetary Strength:
- Sign placement (exaltation/debilitation)
- House position (kendras/trikonas)
- Aspect relationships
Yoga Detection
- Identifies 50+ classical yoga combinations
- Weighted by traditional astrological texts
- Contextualized to event data patterns
Docker Installation (Alternative)
For containerized deployment:
# Clone repository
git clone https://github.com/ishanoshada/CosmicVedicAnalyzer.git
cd CosmicVedicAnalyzer
# Build Docker image
docker build -t cosmic-vedic-analyzer .
# Run in background
docker run -d -p 8989:8989 --name cosmic-vedic-app cosmic-vedic-analyzer
git clone https://github.com/ishanoshada/CosmicVedicAnalyzer.git
cd CosmicVedicAnalyzer
# Build Docker image
docker build -t cosmic-vedic-analyzer .
# Run in background
docker run -d -p 8989:8989 --name cosmic-vedic-app cosmic-vedic-analyzer
Visit http://localhost:8989 in your browser after starting the container.
Docker Management Commands:
# View logs
docker logs cosmic-vedic-app
# Stop container
docker stop cosmic-vedic-app
# Start container
docker start cosmic-vedic-app
# Remove container
docker rm cosmic-vedic-app
docker logs cosmic-vedic-app
# Stop container
docker stop cosmic-vedic-app
# Start container
docker start cosmic-vedic-app
# Remove container
docker rm cosmic-vedic-app
Deployment Options
VPS Deployment with Custom Domain
For production deployment with custom subdomain:
# 1. Deploy on VPS with Docker
docker stop cosmic-vedic-app
docker rm cosmic-vedic-app
# Run with updated configuration
docker run -d -p 8989:8989 --name cosmic-vedic-app --restart unless-stopped cosmic-vedic-analyzer
# Check if it's running
docker ps
curl http://localhost:8989
# 2. Install Nginx reverse proxy
sudo apt install nginx
# 3. Configure subdomain (e.g., cosmic.yourdomain.com)
sudo nano /etc/nginx/sites-available/cosmic-vedic
docker stop cosmic-vedic-app
docker rm cosmic-vedic-app
# Run with updated configuration
docker run -d -p 8989:8989 --name cosmic-vedic-app --restart unless-stopped cosmic-vedic-analyzer
# Check if it's running
docker ps
curl http://localhost:8989
# 2. Install Nginx reverse proxy
sudo apt install nginx
# 3. Configure subdomain (e.g., cosmic.yourdomain.com)
sudo nano /etc/nginx/sites-available/cosmic-vedic
Nginx Configuration:
server {
listen 80;
server_name cosmic.yourdomain.com;
client_max_body_size 100M;
location / {
proxy_pass http://localhost:8989;
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
}
}
listen 80;
server_name cosmic.yourdomain.com;
client_max_body_size 100M;
location / {
proxy_pass http://localhost:8989;
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
}
}
# 4. Enable site and restart Nginx
sudo ln -s /etc/nginx/sites-available/cosmic-vedic /etc/nginx/sites-enabled/
sudo systemctl restart nginx
# 5. Update Docker container with restart policy
docker stop cosmic-vedic-app
docker rm cosmic-vedic-app
docker run -d -p 8989:8989 --name cosmic-vedic-app --restart unless-stopped cosmic-vedic-analyzer
# Check if everything is running
docker ps
curl http://localhost:8989
# 6. Optional: Add SSL with Certbot
sudo certbot --nginx -d cosmic.yourdomain.com
sudo ln -s /etc/nginx/sites-available/cosmic-vedic /etc/nginx/sites-enabled/
sudo systemctl restart nginx
# 5. Update Docker container with restart policy
docker stop cosmic-vedic-app
docker rm cosmic-vedic-app
docker run -d -p 8989:8989 --name cosmic-vedic-app --restart unless-stopped cosmic-vedic-analyzer
# Check if everything is running
docker ps
curl http://localhost:8989
# 6. Optional: Add SSL with Certbot
sudo certbot --nginx -d cosmic.yourdomain.com
DNS Setup: Add A record in your domain provider:
Type: A
Name: cosmic (or your preferred subdomain)
Value: 147.79.101.193
TTL: 300
Contributing
We welcome contributions! Please see our Contribution Guidelines for details.
License
MIT License - See LICENSE for details.
Acknowledgments
- The Jyotish (Vedic astrology) tradition
- Python astronomical community
- Open-source data science ecosystem