Dashboards
🎓 **Excited to share my latest DBA research project!**
I'm thrilled to announce the launch of the **Global Oil Analytics Dashboard v2.3** - an interactive, open-access research tool for oil production monitoring and forecasting.
🔬 **Research Highlights:**
✅ Machine Learning forecasting with LSTM Deep Learning networks
✅ Multi-model benchmarking (LSTM, ARIMA, Linear Regression)
✅ Real-time Brent crude oil price correlation analysis
✅ Sub-2% MAPE accuracy for production forecasting
✅ Interactive visualizations for 11 major oil-producing nations
📊 **Technical Stack:**
• Python, Streamlit, TensorFlow, Plotly
• Yahoo Finance API integration
• Advanced time-series forecasting
• Cloud deployment on Streamlit Cloud
🌍 **Impact:**
This dashboard provides transparent, evidence-based insights into global oil production dynamics - supporting students, researchers, and policymakers with data-driven decision-making tools.
🔗 **Try it live:** https://global-oil-dashboard-cobdnhgtjbkuplybfqncmq.streamlit.app
This project represents my commitment to open science and advancing research in energy analytics. I'm grateful to INTI International University for supporting this work.
#DBA #Research #DataScience #MachineLearning #OilAndGas #EnergyAnalytics #LSTM #DeepLearning #Streamlit #Python #OpenScience #INTIInternationalUniversity #Forecasting #BigData
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