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Arailym-tleubayeva/KazOilWellOps_Dataset

Kazakhstan Oil Well Operational Dataset Description This dataset contains structured operational and production parameters of sucker rod pump (SRP) oil wells in Kazakhstan. It is intended for industrial AI research, oil production analysis, production forecasting, and predictive modeling of well performance under real field operating conditions. Location: North-West Konys oil field, Kyzylorda Region, Kazakhstan (≈150 km NW of Kyzylorda city). Dataset… See the full description on the dataset page: https://huggingface.co/datasets/Arailym-tleubayeva/KazOilWellOps_Dataset.

sourceHugging Faceapache-2.0updated 8mo agoView on Hugging Face

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Dataset Card

Kazakhstan Oil Well Operational Dataset

Description

This dataset contains structured operational and production parameters of sucker rod pump (SRP) oil wells in Kazakhstan. It is intended for industrial AI research, oil production analysis, production forecasting, and predictive modeling of well performance under real field operating conditions. Location: North-West Konys oil field, Kyzylorda Region, Kazakhstan (≈150 km NW of Kyzylorda city).

Dataset Structure

The repository includes:

—train.csv – training split
—test.csv – testing split
—dataset_cleaned.csv – cleaned full dataset
—dataset_ml_ready_onehot.csv – one-hot encoded ML-ready dataset

Intended Use

—Oil production forecasting
—Regression modeling
—Industrial AI research
—Performance optimization of rod pump wells

License

Apache 2.0

Authors

—Arailym Tleubayeva – PhD student at Astana IT University, Researcher at Viridi Navitas LLP, Kazakhstan

Citation

If you use this dataset in your research, please cite:

@dataset{tleubayeva2026kazoilwellops, author = {Arailym Tleubayeva}, title = {Kazakhstan Oil Well Operational Dataset (KazOilWellOps)}, year = {2026}, publisher = {Hugging Face}, url = {https://huggingface.co/datasets/Arailym-tleubayeva/kaz-oilwell-operational-dataset}, license = {Apache-2.0} }