Baselight

Students Performance | Clean Dataset

Students Performance Dataset | Cleaned and Modified

@kaggle.muhammadroshaanriaz_students_performance_dataset_cleaned

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About this Dataset

Students Performance | Clean Dataset


The dataset includes:

Gender: Useful for analyzing performance differences between male and female students.

Race/Ethnicity: Allows analysis of academic performance trends across different racial or ethnic groups.

Parental Level of Education: Indicates the educational background of the student's family.

Lunch: Shows whether students receive a free or reduced lunch, which is often a socioeconomic indicator.

Test Preparation Course: This tells whether students completed a test prep course, which could impact their performance.

Math Score: Provides a measure of each student’s performance in math, used to calculate averages or trends across various demographics.

Reading Score: Measures performance in reading, allowing for insights into literacy and comprehension levels among students.

Writing Score: Evaluates students' writing skills, which can be analyzed to assess overall literacy and expression.

Tables

Cleaned Students Performance

@kaggle.muhammadroshaanriaz_students_performance_dataset_cleaned.cleaned_students_performance
  • 15.99 KB
  • 1000 rows
  • 10 columns
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CREATE TABLE cleaned_students_performance (
  "gender" BIGINT,
  "race_ethnicity" VARCHAR,
  "parental_level_of_education" VARCHAR,
  "lunch" BIGINT,
  "test_preparation_course" BIGINT,
  "math_score" BIGINT,
  "reading_score" BIGINT,
  "writing_score" BIGINT,
  "total_score" BIGINT,
  "average_score" DOUBLE
);

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