Baselight

FLOOD PREDICTION

Predicting Flood Events: A Machine Learning Dataset

@kaggle.vijayaragulvr_flood_prediction

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About this Dataset

FLOOD PREDICTION

This dataset is designed for binary classification tasks, aiming to predict the occurrence of flood events based on various geographical, environmental, and impact-related features. It includes data on disaster types, geographical coordinates, human impact, duration, time, rainfall, elevation, slope, and distance.

Tables

Flood Dataset Classification

@kaggle.vijayaragulvr_flood_prediction.flood_dataset_classification
  • 208.34 KB
  • 6237 rows
  • 12 columns
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CREATE TABLE flood_dataset_classification (
  "disaster_type" BIGINT,
  "latitude" DOUBLE,
  "longitude" DOUBLE,
  "total_deaths" DOUBLE,
  "total_affected" DOUBLE,
  "duration" DOUBLE,
  "time" BIGINT,
  "rainfall" DOUBLE,
  "elevation" DOUBLE,
  "slope" DOUBLE,
  "distance" DOUBLE,
  "occured" BIGINT
);

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