This combined major offers students the opportunity to gain cutting-edge data science skills and expertise in important and urgent social issues: crime, the law, and the criminal justice system. Data science classes allow students to develop skills in the collection, manipulation, storage, retrieval, and computational analysis of data in its various forms, including numeric, textual, image, and video data from small to large volumes. Criminology and criminal justice courses provide a foundation for understanding crime, the law, and our criminal justice system. Together, the combined major is designed to prepare students to apply data science skills to crime and justice topics. 


  • Concentrations and course offerings may vary by campus and/or by program modality.  Please consult with your advisor or admissions coach for the course availability each term at your campus or within your program modality. 
  • Certain options within the program may be required at certain campuses or for certain program modalities.  Please consult with your advisor or admissions coach for requirements at your campus or for your program modality. 

Complete all courses listed below unless otherwise indicated. Also complete any corequisite labs, recitations, clinicals, or tools courses where specified and complete any additional courses needed beyond specific college and major requirements to satisfy graduation credit requirements.

Universitywide Requirements

All undergraduate students are required to complete the Universitywide Requirements.

NUpath Requirements

All undergraduate students are required to complete the NUpath Requirements.

Data Computer Science Courses

Computer Science Overview
CS 1200First Year Seminar1
or CRIM 1000 Criminal Justice at Northeastern
CS 1210Professional Development for Khoury Co-op1
or EESH 2000 Professional Development for Co-op
Programming Sequence Pathways
Complete one of the following options: 12
Computer Science Option
Fundamentals of Computer Science 1
and Lab for CS 2500
Fundamentals of Computer Science 2
and Lab for CS 2510
Object-Oriented Design
and Lab for CS 3500
Data Science Option
Programming with Data
and Data Science Programming Practicum
Intermediate Programming with Data
and Lab for DS 2500
Advanced Programming with Data
Computer Science Required Courses
CS 1800
and CS 1802
Discrete Structures
and Seminar for CS 1800
5
CS 3200Introduction to Databases4
Data Science Foundations
DS 3000Foundations of Data Science4
DS 4200Information Presentation and Visualization4
DS 4300Large-Scale Information Storage and Retrieval4
DS 4400Machine Learning and Data Mining 14
Khoury Elective Courses
With advisor approval, directed study, research, project study, and appropriate graduate-level courses may also be taken as upper-division electives.
Complete 4 semester hours of upper-division CS, CY, DS, or IS courses that are not already required. Choose courses within the following ranges:4
CS 2500 or higher, except CS 5010
CY 2000 or higher, except CY 4930
DS 2500 or higher, except DS 4900
IS 2000 or higher, except IS 4900

Criminal Justice Courses

Introduction to Crime, Law, and the Justice System
What do we know about crime and justice? In these three courses, students have an opportunity to develop a foundational understanding of three related phenomena: why crime exists, how our criminal justice system responds to crime, and the constitutional and legal oversight of this process.
CRIM 1100Introduction to Criminal Justice4
CRIM 1110Criminal Due Process4
CRIM 1120Criminology4
Current Crime and Justice Issues
These courses introduce students to topical issues related to crime and justice.
Complete one of the following:4
The Death Penalty
Human Trafficking
Corruption, Integrity, and Accountability
Crime, Media, and Politics
Crime Problems and Criminal Justice Institutions
The 2000-level courses in this list ask how does justice work and for whom? These courses introduce students to the systems and institutions tasked with providing justice. Each includes experiential learning components in cooperation with local criminal justice institutions. The 3000-level courses in this list provide students with a deeper look at a range of crime problems.
Complete one of the following:4
Courts: The Third Branch of Government
Youth Crime and Justice
Punishment in the Age of Mass Incarceration
Corporate Security: Securing the Private Sector
Policing a Democratic Society
Restorative Justice: Transforming the System
Black Families and Incarceration
Criminal Violence
Global Criminology
Psychology of Crime
Corporate and White-Collar Crime
Organized Crime
Criminal Law
Addiction and Recovery
Political Crime and Terrorism
Systemic Issues
These courses consider systemic issues facing the criminal justice system.
Complete one of the following:4
Gender, Crime, and Justice
Race, Crime, and Justice
Creating Knowledge About Crime and Justice
How do we know what we know about crime and justice—and how do we develop new knowledge? This course covers how to harness data to learn about issues, identify solutions, and advocate for change.
CRIM 3600Criminal Justice Research Methods4
Criminal Justice Capstone
CRIM 4949Senior Capstone Seminar4
Criminal Justice Elective
These courses round out our knowledge of crime and justice.
Complete two additional criminal justice electives from the 3000, 4000, or 5000 level.8

Integrative Course Requirement

Complete one of the following:4
Crime Prevention
Crime Mapping

Supporting Courses

Mathematics Requirement
MATH 1341Calculus 1 for Science and Engineering4
Statistics Foundation
ECON 2350Statistics for Economists4
Computing and Social Issues
Complete one of the following:4
Issues in Race, Science, and Technology
The Law, Ethics, and Policy of Data and Digital Technologies
Cyberlaw: Privacy, Ethics, and Digital Rights
History of Technology
Bostonography: The City through Data, Texts, Maps, and Networks
Knowledge in a Digital World
Knowledge in a Digital World
Technology and Human Values
The Twenty-First-Century Workplace
Environment, Technology, and Society
Technology and Society

English Requirement

College Writing
ENGW 1111First-Year Writing4
or ENGW 1102 First-Year Writing for Multilingual Writers
Advanced Writing in the Disciplines
Complete one of the following:4
Advanced Writing in the Technical Professions
Advanced Writing in the Social Sciences
Interdisciplinary Advanced Writing in the Disciplines

Required General Electives

Complete 24 semester hours of general electives.24

Khoury College GPA Requirement

Minimum  cumulative 2.000 GPA required in all CS, CY, DS, and IS courses

NUpath Requirements Satisfied

  • Engaging with the Natural and Designed World
  • Conducting Formal and Quantitative Reasoning
  • Analyzing and Using Data
  • Understanding Societies and Institutions
  • Writing in the First Year
  • Advanced Writing in the Disciplines
  • Writing-Intensive in the Major ​
  • Demonstrating Thought and Action in a Capstone

Integrating Knowledge and Skills Through Experience is satisfied through co-op.

Program Requirement

131 total semester hours required

Sample Plan of Study: Four Years, Two Co-ops in Summer 2/Fall

Year 1
FallHoursSpringHoursSummer 1HoursSummer 2Hours
CRIM 11004CRIM 11104CS 32004Elective4
CS 12001CRIM 11204Elective4Elective4
CS 1800
and CS 1802
5DS 2500
and DS 2501
5  
DS 2000
and DS 2001
4MATH 13414  
ENGW 11114   
 18 17 8 8
Year 2
FallHoursSpringHoursSummer 1HoursSummer 2Hours
CRIM 36004CS 12101CJ elective4Co-op
DS 30004DS 42004Elective4 
DS 35004ECON 23504  
CJ current issues elective4CJ survey elective4  
 Khoury elective 14  
 16 17 8 0
Year 3
FallHoursSpringHoursSummer 1HoursSummer 2Hours
Co-opDS 43004Elective4Co-op
 Computing and social issues4Elective4 
 CJ problems and institutions elective4  
 CJ systemic elective4  
 0 16 8 0
Year 4
FallHoursSpringHours  
Co-opCRIM 49494  
ENGW 33024DS 44004  
 CJ integrative course4  
 CJ General Elective4  
 4 16  
Total Hours: 136