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Academic Catalog 2023-2024

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  • Data Science and Criminal Justice, BS

Data Science and Criminal Justice, BS

2023-2024 Edition

  • Undergraduate
    • Admission
    • Information for Entering Students
    • Financial Information
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    • University Academics
    • College of Arts, Media and Design
    • D'Amore-​McKim School of Business
    • Khoury College of Computer Sciences
      • Computer Science
      • Cybersecurity
      • Data Science
      • Khoury Combined Majors
        • Chemical Engineering and Computer Science, BSChE
        • Chemical Engineering and Data Science, BSChE
        • Civil Engineering and Computer Science, BSCE
        • Computer Engineering and Computer Science, BSCmpE
        • Computer Science and Behavioral Neuroscience, BS
        • Computer Science and Biology, BS
        • Computer Science and Business Administration, BS
        • Computer Science and Cognitive Psychology, BS
        • Computer Science and Communication Studies, BS
        • Computer Science and Criminal Justice, BS
        • Computer Science and Design, BS
        • Computer Science and Economics, BS
        • Computer Science and English, BS
        • Computer Science and Environmental and Sustainability Sciences, BS
        • Computer Science and Game Development, BS
        • Computer Science and History, BS
        • Computer Science and Journalism, BS
        • Computer Science and Linguistics, BS
        • Computer Science and Mathematics, BS
        • Computer Science and Media Arts, BS
        • Computer Science and Music with Concentration in Music Technology, BS
        • Computer Science and Philosophy, BS
        • Computer Science and Physics, BS
        • Computer Science and Political Science, BS
        • Computer Science and Politics, Philosophy, and Economics, BS
        • Computer Science and Sociology, BS
        • Computer Science and Theatre, BS
        • Cybersecurity and Business Administration, BS
        • Cybersecurity and Criminal Justice, BS
        • Cybersecurity and Economics, BS
        • Data Science and Biochemistry, BS
        • Data Science and Biology, BS
        • Data Science and Behavioral Neuroscience, BS
        • Data Science and Business Administration, BS
        • Data Science and Chemistry, BS
        • Data Science and Criminal Justice, BS
        • Data Science and Ecology and Evolutionary Biology, BS
        • Data Science and Economics, BS
        • Data Science and Environmental and Sustainability Sciences, BS
        • Data Science and Health Science, BS
        • Data Science and International Affairs, BS
        • Data Science and Journalism, BS
        • Data Science and Linguistics, BS
        • Data Science and Mathematics, BS
        • Data Science and Philosophy, BS
        • Data Science and Physics, BS
        • Data Science and Psychology, BS
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  • Overview
  • Program Requirements
  • Plan of Study

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. 

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

Course List
Code Title Hours
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
CS 2500
and CS 2501
Fundamentals of Computer Science 1
and Lab for CS 2500
CS 2510
and CS 2511
Fundamentals of Computer Science 2
and Lab for CS 2510
CS 3500
and CS 3501
Object-Oriented Design
and Lab for CS 3500
Data Science Option
DS 2000
and DS 2001
Programming with Data
and Data Science Programming Practicum
DS 2500
and DS 2501
Intermediate Programming with Data
and Lab for DS 2500
DS 3500
Advanced Programming with Data
Computer Science Required Courses
CS 1800
and CS 1802
Discrete Structures
and Seminar for CS 1800
5
CS 3200Database Design4
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 credits 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

Course List
Code Title Hours
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
CRIM 1300
The Death Penalty
CRIM 1400
Human Trafficking
CRIM 1500
Corruption, Integrity, and Accountability
CRIM 1700
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
CRIM 2310
Courts: The Third Branch of Government
CRIM 2320
Youth Crime and Justice
CRIM 2330
Punishment in the Age of Mass Incarceration
CRIM 2340
Corporate Security: Securing the Private Sector
CRIM 2350
Policing a Democratic Society
CRIM 2370
Restorative Justice: Transforming the System
CRIM 3010
Criminal Violence
CRIM 3030
Global Criminology
CRIM 3040
Psychology of Crime
CRIM 3070
Corporate and White-Collar Crime
Systemic Issues
These courses consider systemic issues facing the criminal justice system.
Complete one of the following:4
CRIM 3110
Gender, Crime, and Justice
CRIM 3120
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

Course List
Code Title Hours
Complete one of the following:4
CRIM 4040
Crime Prevention
CRIM 4800
Crime Mapping

Supporting Courses

Course List
Code Title Hours
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
AFAM 2600
Issues in Race, Science, and Technology
CY 4170
The Law, Ethics, and Policy of Data and Digital Technologies
CY 5240
Cyberlaw: Privacy, Ethics, and Digital Rights
ENGL 2150
Literature and Digital Diversity
HIST 2220
History of Technology
INSH 2102
Bostonography: The City through Data, Texts, Maps, and Networks
IS 1300
Knowledge in a Digital World
or PHIL 1300
Knowledge in a Digital World
PHIL 1145
Technology and Human Values
SOCL 1280
The Twenty-First-Century Workplace
SOCL 2485
Environment, Technology, and Society
SOCL 4528
Computers and Society

English Requirement

Course List
Code Title Hours
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
ENGW 3302
Advanced Writing in the Technical Professions
ENGW 3308
Advanced Writing in the Social Sciences
ENGW 3315
Interdisciplinary Advanced Writing in the Disciplines

Required General Electives

Course List
Code Title Hours
Complete 24 credits of general electives.24

Khoury College GPA Requirement

Minimum 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 43004ENGW 33024Co-op
 Computing and social issuesElective4 
 CJ general elective4  
 CJ problems and institutions elective4  
 CJ systemic elective4  
 0 16 8 0
Year 4
FallHoursSpringHours  
Co-opCRIM 49494  
 DS 44004  
 CJ integrative course4  
 Elective 4  
 0 16  
Total Hours: 132
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