Baselight

Flood Prediction Dataset

Flood Prediction determination from population+land+climate+political factors

@kaggle.aritra100_flood_prediction_dataset

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About this Dataset

Flood Prediction Dataset

Independent Factors -

  1. MonsoonIntensity
  2. Topography Drainage
  3. RiverManagement
  4. Deforestation
  5. Urbanization
  6. ClimateChange
  7. DamsQuality
  8. Siltation
  9. AgriculturalPractices
  10. Encroachments
  11. IneffectiveDisasterPreparedness
  12. DrainageSystems
  13. CoastalVulnerability
  14. Landslides
  15. Watersheds
  16. DeterioratingInfrastructure
  17. PopulationScore
  18. WetlandLoss
  19. InadequatePlanning
  20. PoliticalFactors

Dependent Factor -

  1. FloodProbability

Tables

Sample Submission

@kaggle.aritra100_flood_prediction_dataset.sample_submission
  • 4.36 MB
  • 745305 rows
  • 2 columns
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CREATE TABLE sample_submission (
  "id" BIGINT,
  "floodprobability" DOUBLE
);

Train

@kaggle.aritra100_flood_prediction_dataset.train
  • 20.85 MB
  • 1117957 rows
  • 22 columns
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CREATE TABLE train (
  "id" BIGINT,
  "monsoonintensity" BIGINT,
  "topographydrainage" BIGINT,
  "rivermanagement" BIGINT,
  "deforestation" BIGINT,
  "urbanization" BIGINT,
  "climatechange" BIGINT,
  "damsquality" BIGINT,
  "siltation" BIGINT,
  "agriculturalpractices" BIGINT,
  "encroachments" BIGINT,
  "ineffectivedisasterpreparedness" BIGINT,
  "drainagesystems" BIGINT,
  "coastalvulnerability" BIGINT,
  "landslides" BIGINT,
  "watersheds" BIGINT,
  "deterioratinginfrastructure" BIGINT,
  "populationscore" BIGINT,
  "wetlandloss" BIGINT,
  "inadequateplanning" BIGINT,
  "politicalfactors" BIGINT,
  "floodprobability" DOUBLE
);

Test

@kaggle.aritra100_flood_prediction_dataset.test
  • 13.27 MB
  • 745305 rows
  • 21 columns
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CREATE TABLE test (
  "id" BIGINT,
  "monsoonintensity" BIGINT,
  "topographydrainage" BIGINT,
  "rivermanagement" BIGINT,
  "deforestation" BIGINT,
  "urbanization" BIGINT,
  "climatechange" BIGINT,
  "damsquality" BIGINT,
  "siltation" BIGINT,
  "agriculturalpractices" BIGINT,
  "encroachments" BIGINT,
  "ineffectivedisasterpreparedness" BIGINT,
  "drainagesystems" BIGINT,
  "coastalvulnerability" BIGINT,
  "landslides" BIGINT,
  "watersheds" BIGINT,
  "deterioratinginfrastructure" BIGINT,
  "populationscore" BIGINT,
  "wetlandloss" BIGINT,
  "inadequateplanning" BIGINT,
  "politicalfactors" BIGINT
);

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