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GPA and IQ Student Statistics
Education & Learning Analytics
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About
This dataset offers a sample of students, detailing their Grade Point Average (GPA) and Intelligence Quotient (IQ) [1]. It includes data on 78 students, encompassing GPA, IQ, and gender, making it suitable for educational research and analysis of factors influencing academic performance [1].
Columns
- obs: A numerical identifier for each observation or student record [1, 2].
- gpa: Represents the Grade Point Average (GPA) for each student. This is a numerical value [1]. The GPA ranges from 0.53 to 10.8, with a mean of 7.45 [2, 3].
- iq: Indicates the Intelligence Quotient (IQ) of each student. This is a numerical value [1]. The IQ scores span from 72 to 136, with an average of 109 [3].
- gender: Denotes the gender of the student. This is a numerical variable, with values 1 and 2, representing different gender categories (31 observations for value 1, 47 for value 2) [1, 3, 4].
- concept: A numerical vector [1]. The values for 'concept' range from 20 to 80, with a mean of 57 [4]. The specific meaning of this variable is not detailed in the available information.
Distribution
The dataset is provided as a data frame containing 78 observations, each representing a student [1]. It comprises 5 distinct variables or columns [1]. The file format is CSV (gpa_iq.csv), with a size of approximately 1.37 kB [1].
Usage
This dataset is ideal for various analytical and research purposes, including:
- Analysing correlations between academic performance (GPA), intelligence (IQ), and gender.
- Studying factors that may influence student outcomes in an educational setting.
- Developing statistical models related to student success and attributes.
- Conducting exploratory data analysis in educational psychology.
Coverage
The dataset focuses on a demographic scope of students, specifically detailing their GPA, IQ, and gender [1]. No specific geographic location or time range for the data collection is mentioned in the provided information.
License
CC BY-SA 3.0
Who Can Use It
This dataset is particularly valuable for:
- Educational researchers studying student performance and related demographics.
- Statisticians and data analysts performing correlation studies and predictive modelling.
- Psychologists interested in the relationship between intelligence and academic achievement.
- Students undertaking projects in data science, education, or social sciences.
Dataset Name Suggestions
- Student Academic Performance Metrics
- GPA and IQ Student Statistics
- University Student Achievement Data
- Educational Correlates Dataset
Attributes
Original Data Source: GPA and IQ Student Statistics
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