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College Majors & Career Data
Education & Learning Analytics
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Free
About
This dataset offers a selection of data and processing scripts focusing on college programmes and their graduates. It serves as a valuable resource for exploring college majors and their earning potential, analysing gender disparities in higher education, and identifying trends in job opportunities across various fields of study. The data aims to empower prospective students to make informed decisions regarding their academic pursuits.
Columns
The dataset is structured across several files, each providing specific details. For instance, the 'all-ages.csv' file includes the following columns:
- Major_code: The unique identifier associated with each major.
- Major: The specific academic field of study.
- Major_category: The broader classification under which a major falls.
- Total: The total count of students enrolled in a particular major.
- Employed: The number of graduates from the major who are employed.
- Unemployed: The number of graduates from the major who are currently unemployed.
- Unemployment_rate: The percentage of unemployed graduates from the major.
- Median: The median salary earned by graduates from the major.
- P25th: The 25th percentile salary of graduates, indicating the lower salary range.
- P75th: The 75th percentile salary of graduates, indicating the higher salary range.
- Employed_full_time_year_round: The number of graduates employed full-time for the entire year. Other files, such as 'recent-grads.csv', 'grad-students.csv', and 'women-stem.csv', provide additional data points related to recent graduates, graduate degree holders, and women in STEM fields.
Distribution
The dataset is delivered in CSV file format. For example, the 'all-ages.csv' file is approximately 18.82 kB in size, featuring data across 12 distinct columns. It contains information for 173 unique majors. The dataset's structure supports detailed analysis of various attributes pertinent to college majors and graduate outcomes.
Usage
This dataset is well-suited for a variety of applications and use cases, including:
- Developing interactive comparison tools for college majors and their earning potential.
- Conducting analyses to uncover gender disparities among male and female graduates in higher education.
- Exploring correlations between major categories, average salaries, and unemployment rates to identify job market trends.
- Utilising the data to verify original research from FiveThirtyEight or to create new visualisations and stories.
Coverage
The dataset covers college majors and their graduates, detailing student numbers, employment statuses, and salary ranges. It also includes demographic breakdowns such as the number of male and female students and graduates. Information is available for different graduate cohorts, including recent graduates and those with advanced degrees, as well as non-graduates. Specific geographic coverage or the precise time range of the data collection are not detailed in the provided information.
License
CC0: Public Domain
Who Can Use It
This dataset is designed for a wide range of users:
- Prospective Students: To guide their academic choices by understanding career prospects and earning potential associated with different majors.
- Researchers and Academics: For conducting statistical analyses, exploring socio-economic trends, and contributing to studies on higher education and employment.
- Data Journalists: To develop data-driven narratives and visualisations on educational and labour market topics.
- Software Developers: To build applications and tools that offer insights into college majors, salaries, and employment outcomes.
Dataset Name Suggestions
- College Majors & Career Data
- Graduate Outcomes by Major
- Higher Education Employment Statistics
- Major Earning Potential Data
- Student & Graduate Labour Market Insights
Attributes
Original Data Source: College Majors & Career Data
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