Baselight

Bike Buyers 1000

Data of 1000 rows with details of bike buyers with a categorical output variable

@kaggle.heeraldedhia_bike_buyers

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About this Dataset

Bike Buyers 1000

Bike Buyers Dataset for Exploratory Data Analysis

This dataset has details of 1000 users from different backgrounds and whether or not they buy a bike. This data can be used for prediction models using Machine Learning Algorithms. There are some NA values injected in the dataset. Use this dataset for Data Cleaning, Exploration and Visualization.

Columns -

  • ID
  • Marital Status
  • Gender
  • Income
  • Children
  • Education
  • Occupation
  • Home Owner
  • Cars
  • Commute Distance
  • Region
  • Age
  • Purchased Bike

Tables

Bike Buyers

@kaggle.heeraldedhia_bike_buyers.bike_buyers
  • 18.85 KB
  • 1000 rows
  • 13 columns
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CREATE TABLE bike_buyers (
  "id" BIGINT,
  "marital_status" VARCHAR,
  "gender" VARCHAR,
  "income" DOUBLE,
  "children" DOUBLE,
  "education" VARCHAR,
  "occupation" VARCHAR,
  "home_owner" VARCHAR,
  "cars" DOUBLE,
  "commute_distance" VARCHAR,
  "region" VARCHAR,
  "age" DOUBLE,
  "purchased_bike" VARCHAR
);

Bike Buyers Clean

@kaggle.heeraldedhia_bike_buyers.bike_buyers_clean
  • 18.35 KB
  • 1000 rows
  • 13 columns
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CREATE TABLE bike_buyers_clean (
  "id" BIGINT,
  "marital_status" VARCHAR,
  "gender" VARCHAR,
  "income" BIGINT,
  "children" BIGINT,
  "education" VARCHAR,
  "occupation" VARCHAR,
  "home_owner" VARCHAR,
  "cars" BIGINT,
  "commute_distance" VARCHAR,
  "region" VARCHAR,
  "age" BIGINT,
  "purchased_bike" VARCHAR
);

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