{
 "generated": "2026-09-28T22:09:01+00:00",
 "source": "DPWH flood control projects published via sumbongsapangulo.ph (mirror: github.com/rukku/sumbongsapangulo.ph-datasets)",
 "records": 9855,
 "total_cost": 547603497105,
 "funding_years": [
  "2018",
  "2019",
  "2020",
  "2021",
  "2022",
  "2023",
  "2024",
  "2025"
 ],
 "labels": {
  "low": 7909,
  "field": 1137,
  "records": 636,
  "insufficient": 173
 },
 "cost_by_label": {
  "low": 425699919273,
  "records": 39696674291,
  "field": 72527470291,
  "insufficient": 9679433251
 },
 "signals": {
  "consecutive_contracts": 612,
  "shared_pin": 487,
  "record_fields_disagree": 204,
  "barangay_concentration": 203,
  "outside_stated_municipality": 201,
  "far_from_named_waterway": 181,
  "above_budget_ceiling": 133,
  "coarse_pin": 71,
  "pin_shared_across_municipalities": 59,
  "cost_per_metre_outlier": 13,
  "implausibly_short": 6
 },
 "stated_resolved": 9605,
 "waterway_named": 5627,
 "waterway_matched": 3667,
 "dup_pins": 236,
 "dup_projects": 550,
 "at_abc_share": 0.6316,
 "thresholds": {
  "muni_near_km": 1.0,
  "muni_far_km": 3.0,
  "offshore_km": 1.0,
  "waterway_far_km": 3.0,
  "waterway_search_km": 30.0,
  "coarse_decimals": 2,
  "cost_z": 3.0,
  "short_days": 30,
  "short_min_cost": 10000000,
  "above_abc_ratio": 1.005,
  "dup_round": 5,
  "brgy_cluster_min": 8
 },
 "regions": [
  "Cordillera Administrative Region",
  "National Capital Region",
  "Region I",
  "Region II",
  "Region III",
  "Region IV-A",
  "Region IV-B",
  "Region IX",
  "Region V",
  "Region VI",
  "Region VII",
  "Region VIII",
  "Region X",
  "Region XI",
  "Region XII",
  "Region XIII"
 ],
 "work_types": [
  "Construction of Flood Mitigation Structure",
  "Construction of Revetment",
  "Construction of Slope Protection Structure",
  "Construction of Drainage Structure",
  "Rehabilitation / Major Repair of Flood Control Structure",
  "Construction of Dike",
  "Rehabilitation / Major Repair of Drainage Structure",
  "Construction of Flood Mitigation Facility",
  "Rehabilitation / Major Repair of Slope Protection Structure",
  "Rehabilitation / Major Repair of Flood Mitigation Facility",
  "Construction of Groundsill",
  "Construction of Retarding Basin",
  "Construction of Spur Dike",
  "Construction of Waterway",
  "Construction of Cutoff Channel",
  "Upgrading of Drainage Structure",
  "Repair/Maintenance of Flood Control Structures",
  "Embankment"
 ],
 "amount_hist": {
  "edges": [
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   10,
   15,
   20,
   25,
   30,
   35,
   40,
   45,
   50,
   55,
   60,
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   100,
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   115,
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   150,
   155,
   160,
   165,
   170,
   175,
   180,
   185,
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   195,
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  ],
  "counts": [
   681,
   623,
   277,
   602,
   324,
   622,
   163,
   323,
   284,
   1973,
   141,
   227,
   78,
   289,
   354,
   297,
   123,
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   2,
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   1,
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   2,
   45,
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  ]
 },
 "source_date": "2025-08-04",
 "exact_amounts": {
  "49.0": 924,
  "96.5": 923
 },
 "band_95_100": 1328,
 "band_100_105": 30
}