Students Performance in Exams dataset for Power BI

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Students Performance in Exams dataset for Power BI

Here’s a sample dataset you can use for Power BI to analyze student performance based on gender, ethnicity, parental education, and study habits. The dataset simulates what you’d find in the Kaggle “Students Performance in Exams” dataset, with a few added elements for richer analysis.

You can get the dataset here : https://colorstech.net/wp-content/uploads/2025/04/student_performance_100.xlsx

🔹 Sample Data (20 Rows)

Student ID	Gender	Ethnicity	Parental Education	Test Preparation	Math Score	Reading Score	Writing Score
S001	Female	Group A	Associate’s Degree	Completed	72	74	70
S002	Male	Group B	High School	None	58	62	60
S003	Female	Group C	Bachelor’s Degree	Completed	88	90	86
S004	Male	Group D	Some College	None	45	49	52
S005	Female	Group E	Master’s Degree	Completed	92	94	91
S006	Male	Group A	Associate’s Degree	None	55	50	48
S007	Female	Group B	High School	Completed	65	68	70
S008	Male	Group C	Some College	None	70	65	66
S009	Female	Group D	Bachelor’s Degree	Completed	80	85	82
S010	Male	Group E	Master’s Degree	Completed	90	92	91
S011	Female	Group A	Some High School	None	50	52	49
S012	Male	Group B	Associate’s Degree	Completed	73	70	75
S013	Female	Group C	Bachelor’s Degree	None	62	66	64
S014	Male	Group D	Master’s Degree	Completed	85	87	88
S015	Female	Group E	High School	None	49	53	50
S016	Male	Group A	Some College	Completed	77	79	74
S017	Female	Group B	Bachelor’s Degree	None	68	70	69
S018	Male	Group C	Associate’s Degree	Completed	80	78	82
S019	Female	Group D	High School	Completed	58	60	57
S020	Male	Group E	Bachelor’s Degree	None	65	67	66

🔸 Suggested Power BI Visuals

Bar Chart: Average scores by gender.
Stacked Column Chart: Test Preparation vs. average score.
Donut Chart: Distribution of parental education.
Box Plot (Custom Visual): Score distributions by ethnicity.
Scatter Plot: Math vs. Reading scores, colored by gender.