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petroleum-consumption-analysis

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nrdnay / eia-Petroleum-Products-Consumption-Production

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This project examined Global Production and Consumption Quantities of Refined Petroleum Products using EIA data. The data was visualized, yielding meaningful results. Deep learning and machine learning predict models were developed to predict US future consumption. For Turkish Article : https://medium.com/@aydogdunurdan

data-science machine-learning deep-learning random-forest linear-regression data-visualization xgboost data-analysis predictive-modeling carbon-emissions petroleum energy-consumption lstm-neural-networks prediction-model energy-management prophet-model oil-and-gas petroleum-science petroleum-dataset petroleum-consumption-analysis
  • Updated Jul 28, 2025
  • Jupyter Notebook

nrdnay / India_Petroleum_Consumption

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In this project, the consumption of petroleum products in India was examined, a consumption forecast model was created, model performance was measured and future consumption of petroleum products was estimated between April 2020 - February 2023. The link below is for the Interesting Analysis Report of Petroleum Products Trend in India :

india petroleum lstm-neural-networks time-series-analysis petroleum-consumption-analysis energy-trends
  • Updated Jun 13, 2025
  • Jupyter Notebook

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