Students Performance | Clean Dataset
Students Performance Dataset | Cleaned and Modified
@kaggle.muhammadroshaanriaz_students_performance_dataset_cleaned
Students Performance Dataset | Cleaned and Modified
@kaggle.muhammadroshaanriaz_students_performance_dataset_cleaned
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.
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
);Anyone who has the link will be able to view this.