AETERNA AI — Data Directory
⚠️ IMPORTANT: Dataset Classification
synthetic_spatial_training_data_2024_2025.csv (previously: dataset_real_kecamatan_2024_2025.csv)
Type: SYNTHETIC SIMULATION DATA
Generator: scripts/generate_real_kecamatan_dataset.py
Records: ~32,120 (44 kecamatan × 730 days)
Period: 2024-01-01 to 2025-12-31
This dataset is procedurally generated using:
- Manually defined baseline waste volumes (
base_ton) per kecamatan - Simulated rainfall using
numpy.random.exponential - Hardcoded zone, weekday, mudik, and event multipliers
- Gaussian noise
This is NOT observed DLH/SIPSN daily measurement data.
All model evaluation metrics computed against this dataset are:
SYNTHETIC BENCHMARK — Not evidence of real-world forecasting accuracy
Permitted uses:
- Model development and pipeline testing (MODE A)
- UI development and demonstration
- Architecture validation
Prohibited uses:
- Claiming real-world prediction accuracy based on these metrics
- Presenting evaluation scores to government stakeholders as observed ground-truth performance
- Replacing authoritative DLH/SIPSN data in any official report
dataset_real_kecamatan_2024_2025.csv
This filename is misleading. It is identical in content to synthetic_spatial_training_data_2024_2025.csv.
Kept for backward compatibility. The canonical name is synthetic_spatial_training_data_2024_2025.csv.
latest_waste_news.json
Type: CURATED STATIC — Manually verified articles
Contains references to real published articles about waste management in Jakarta.
URLs should be periodically verified. Articles are not auto-generated.
event_jakarta_2026.txt
Type: MANUALLY CURATED
Event calendar for 2026, manually assembled. Not from official Pemprov DKI event database.
dataset_advanced_eco_twin.csv, dataset_local_2026.csv, dataset_vibe_coder_2026.csv
Type: SYNTHETIC — Legacy development datasets
Generated during earlier development iterations. Not used in the current production model.