| # AETERNA AI — Data Directory |
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| ## ⚠️ IMPORTANT: Dataset Classification |
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| ### `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 |
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| 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 |
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| **This is NOT observed DLH/SIPSN daily measurement data.** |
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| All model evaluation metrics computed against this dataset are: |
| > **SYNTHETIC BENCHMARK — Not evidence of real-world forecasting accuracy** |
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| **Permitted uses**: |
| - Model development and pipeline testing (MODE A) |
| - UI development and demonstration |
| - Architecture validation |
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| **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 |
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| --- |
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| ### `dataset_real_kecamatan_2024_2025.csv` |
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| 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`. |
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| ### `latest_waste_news.json` |
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| **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. |
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| ### `event_jakarta_2026.txt` |
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| **Type**: MANUALLY CURATED |
| Event calendar for 2026, manually assembled. Not from official Pemprov DKI event database. |
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| ### `dataset_advanced_eco_twin.csv`, `dataset_local_2026.csv`, `dataset_vibe_coder_2026.csv` |
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| **Type**: SYNTHETIC — Legacy development datasets |
| Generated during earlier development iterations. Not used in the current production model. |
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