Dataset: Flood Prediction Dataset

About this Dataset

Flood Prediction Dataset

Independent Factors -

MonsoonIntensity
Topography Drainage
RiverManagement
Deforestation
Urbanization
ClimateChange
DamsQuality
Siltation
AgriculturalPractices
Encroachments
IneffectiveDisasterPreparedness
DrainageSystems
CoastalVulnerability
Landslides
Watersheds
DeterioratingInfrastructure
PopulationScore
WetlandLoss
InadequatePlanning
PoliticalFactors

Dependent Factor -

FloodProbability

Tables

Sample Submission

@kaggle.aritra100_flood_prediction_dataset.sample_submission

4.36 MB
745305 rows
2 columns


CREATE TABLE sample_submission (
  "id" BIGINT,
  "floodprobability" DOUBLE
);

Train

@kaggle.aritra100_flood_prediction_dataset.train

20.85 MB
1117957 rows
22 columns


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


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
);