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sigit48/carbon-emission-datalake

Carbon Emission Data Lake Dataset ini berisi data historis & prediksi emisi karbon serta suhu untuk wilayah Texas dan Jakarta, dihasilkan secara otomatis oleh pipeline Prefect + dbt. Kolom: generated_date, generated_at, region, live_temperature, base_emission_mt, carbon_emission_forecast_mt, prophet_upper, prophet_lower, is_anomaly (0=Normal, 1=Anomaly, NULL=model belum cukup data), recommended_carbon_cap_mt. Modul ML: Prophet (forecast 30 hari), IsolationForest (deteksi… See the full description on the dataset page: https://huggingface.co/datasets/sigit48/carbon-emission-datalake.

sourceHugging Faceupdated 4h agoView on Hugging Face

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Dataset Card

Carbon Emission Data Lake

Dataset ini berisi data historis & prediksi emisi karbon serta suhu untuk wilayah Texas dan Jakarta, dihasilkan secara otomatis oleh pipeline Prefect + dbt.

Kolom: generated_date, generated_at, region, live_temperature, base_emission_mt, carbon_emission_forecast_mt, prophet_upper, prophet_lower, is_anomaly (0=Normal, 1=Anomaly, NULL=model belum cukup data), recommended_carbon_cap_mt.

Modul ML: Prophet (forecast 30 hari), IsolationForest (deteksi anomali). Carbon cap dihitung via formula berbasis status anomali: Normal -> forecast x0.95, Anomaly -> baseline x1.05 (buffer toleransi sementara).