Skip to content

This GitHub repository hosts a comprehensive analysis notebook for Upstox, a popular online stock trading platform, with a powerful Medallion architecture. The analysis is designed to provide insights into your trading strategies, portfolio performance, and market trends.

License

Notifications You must be signed in to change notification settings

PtPrashantTripathi/PortfolioTracker

Repository files navigation

Header

Stock ETL with Medallion Architecture https://github.com/PtPrashantTripathi/PortfolioTracker

data_update deploy_github_pages

Description:

I've just completed an exciting ETL journey, leveraging the power of Medallion architecture! 🚀 This Python notebook seamlessly extracts, transforms, and loads data from my Upstox trading account into a multi-tiered storage system: BRONZE, SILVER, and GOLD layers. It's a powerful way to enhance data management, analytics, and decision-making in my trading activities.

Key Highlights:

📊 Medallion Architecture: Designed to efficiently handle data at scale, ensuring robust ETL processes that can grow with my trading data needs.

🔗 Upstox Integration: Seamlessly connect with my Upstox trading account to retrieve real-time and historical data.

🛠️ ETL Workflow: Perform data extraction, apply transformations, and load the processed data into multiple layers to facilitate various analytics and reporting needs.

📈 BRONZE, SILVER, GOLD Layers: Structured storage tiers for raw data (BRONZE), cleaned and transformed data (SILVER), and curated data ready for analysis (GOLD).

📊 Presentation Layer: Another companion notebook creates interactive visualizations and insights from the GOLD layer data, making it easier to understand my trading performance and make informed decisions.

📓 Educational Tool: A valuable resource for traders looking to optimize their data analysis workflow.

👩‍💼 Financial Decision Support: Empowering traders with data-driven insights to improve decision-making and optimize their trading strategies.

Stay tuned for the upcoming presentation layer notebook! 📊💡

Feel free to explore, contribute, or share this notebook with fellow traders. Let's navigate the world of data-driven trading together! 📈💰

#DataAnalytics #TradingStrategies #MedallionArchitecture #ETLProcess #UpstoxData #DataDrivenDecisions #FinanceTech #DataInsights


About

This GitHub repository hosts a comprehensive analysis notebook for Upstox, a popular online stock trading platform, with a powerful Medallion architecture. The analysis is designed to provide insights into your trading strategies, portfolio performance, and market trends.

Topics

Resources

License

Code of conduct

Security policy

Stars

Watchers

Forks

Packages

No packages published

Contributors 4

  •  
  •  
  •  
  •