Dataset: Sample Multiple Linear Regression Data

About this Dataset

Sample Multiple Linear Regression Data

A synthetic dataset to practice multiple linear regression techniques.

The CSV contains 200 rows of clean data and 5 variables for testing, including 2 categorical independent variables, 2 continuous independent variables, and a dependent variable.

The practice scenario is a study into the effects of certain variables on academic exam scores. The data can be analysed to identify whether there is any linear correlation between the independent and dependent variables.

This dataset is particularly useful for practising techniques from course 5 of the Google Advanced Data Analytics Specialization: Regression Analysis: Simplify Complex Data Relationships

Tables

Sample Regression Data

@kaggle.neilhoneyman_sample_multiple_linear_regression_data.sample_regression_data

9.7 KB
200 rows
5 columns


CREATE TABLE sample_regression_data (
  "study_hours" DOUBLE,
  "sleep_hours" DOUBLE,
  "location_type" VARCHAR,
  "tutoring_access" VARCHAR,
  "performance_score" DOUBLE
);