Data Visualization &amp; Analytics

HOLOcard Bus Pass Program

Graduate Student Lounge

Housing and Residence Life

Information Technology

International Student Support

Lactation Room

Mailroom

Medical Services Transportation

Office of the Rector

Office of Student Engagement

Office of Student Success

Parking and Permits

Recycling on Campus

Service Learning and Community Engagement

Student Affairs Division

Student Emergency Fund

University Care Team

Student Media

Ahinahina

Aulama Student Literary and Art Magazine

Chaminade Silversword Online Student Newspaper

Radio CUH

Vi and Paul Loo Student Center

Campus Policies

Drugfree Free Workplace & Campus

Communicable Disease

Campus Postings

Health Clearance Requirements

Laboratory Usage

Mandated Leave

Medical Withdrawal from the University

Missing Persons

Smoking Policy

Student Rights as Research Participants

Threatening Behavior by Students

Weapons & Explosives

Additional Resources

General Information

Foundation and History

About Chaminade

Notice of Nondiscriminatory Policy

Admissions

Admissions- Undergraduate

Admissions to Chaminade University of Honolulu

First-Year and Transfer Admission

International Students

Visiting Students

Intent to Return

Prior Learning Credit

Admissions- Graduate

Apply for Master's Program

Apply for Doctoral Program

Financial Information

Financial Information- Undergraduate

Financial Aid

Financial Aid and Scholarships

Terms of Your Financial Aid

Enrollment, Refund and Repayment Policies

Withdrawal & Return of Aid

Expenses

Tuition

Other Charges

Financial Information- Graduate

Financial Aid

Aid and Federal Programs

Withdrawal and Return of Aid

Expenses

Tuition & Fees

Reinstatement

Student Affairs

Campus Security

Intercollegiate Athletics

Residence Life

Student Activities and Leadership

Student Conduct

Student Health

Academic Affairs

General Information

CIFAL Honolulu Center

Consortium Agreements

Information Technology Resources

International Student Services

Library

Veterans Affairs

Undergraduate

Academic Information

General Education Requirements

Course Numbering System

Dean's List

Degree Requirements

Early Alert

Fall Final Exam Schedule

Spring Final Exam Schedule

Fulfilling Multiple Requirements

Grading

Graduation

Registration

Student Classification

Transcript

Withdrawals

Leave of Absence (LOA)

Academic Support and Learning Resources

Advising and Career Development

Tutoring Services

New Student Orientation

Flex

Flex Program

Flex Policies

Special Programs

Campus Ministry

Early Childhood Montessori Lab School

Experiential Honors Program

First Year Experience Seminar

Honor Socities

Internship Programs

Office of Alumni Relations

Pre-Professional Programs

Publications

Service Learning

Study Abroad

Study at Sister Universities

Graduate

Policies

Student Responsibility

Record Retention Policy

Teach Out Plan

Time Limit

Title 38

Programs

Undergraduate General Education

Requirements (Associate's)

Requirements (Bachelor's)

General Education Waiver

General Education Course Alignment

Accounting

Bachelor of Science (B.S.)

Anthropology

Art

Biochemistry

Bachelor of Science (B.S.)

Biology

Bachelor of Science (B.S.)

Cellular & Molecular Track

Integrative and Organismal Track

Business

Associate of Arts (A.A.)

Sample 2-Year Plan

Bachelor of Arts (B.A.)

Master of Business Administration (MBA)

Professional MBA Hybrid Program (MBA)

Chemistry

Bachelor of Science (B.S.)

Communication

Bachelor of Arts (B.A.)

Computer Information Systems

Computer Science

Bachelor of Science (B.S.)

Criminology and Criminal Justice

Associate of Science (A.S.)

Bachelor of Science (B.S.)

Integrated Bachelor and Master of Science (B.S + M.S.) Requirements

Master of Science in Criminal Justice Studies (M.S.)

Data Science, Analytics And Visualization

Data Science, Analytics & Visualization Certificate

Bachelor of Science (B.S.)

Geospatial Intelligence Certificate

Digital Humanities

Economics

Education

Associate of Science (A.S.)

Early Childhood Education

Bachelor of Science (B.S.)

Kindergarten to 6th Grade Licensure

Secondary Education (English, Social Studies, Science, and Math Licensure)

Special Education 3+1 Program for Leeward Community College (K-12, PK-3, K-6, 6-12)

Early Childhood Education

Early Childhood Education with Montessori Credential & PK-K Licensure

Bachelor of Arts (B.A.)

Elementary Education for Oceania

Integrated Bachelor and Master of Arts (B.S. + M.A.)

Master of Arts (M.A.)

Outcomes

Master of Arts in Teaching (MAT)

Master of Education (MEd)

Graduate Certificate in K-6 Structured Literacy

Doctorate of Education (Ed.D.)

Certificates

Montessori Certificates

English

Bachelor of Arts (B.A.)

Entrepreneurship

Environmental + Interior Design

Associate of Arts (A.A.)

Sample 2 Year Plan

Skills-based Interior Design (SID) Certificate

Bachelor of Fine Arts (B.F.A.)

Certificates

Introduction to Interior Design (IID) Certificate

Environmental Sciences

Bachelor of Science (B.S.)

Environmental Studies

Bachelor of Science (B.S.)

Certificates

Envrionmental Pre-Law

Environmental Studies

Forensic Sciences

Bachelor of Science (B.S.)

Geography

Hawaiian and Pacific Studies

Health Professions

Historical and Political Studies

Bachelor of Arts (B.A.)

History

Integrated Marketing Communication

Bachelor of Arts (B.A.)

Interdisciplinary Studies

Bachelor of Arts (B.A.)

International Business

International Studies

Bachelor of Arts (B.A.)

International Studies (B.A.) Requirements

Liberal Arts

Mathematics

Marketing

Marriage and Family Therapy

Marriage and Family Therapy (MFT) Programs Overview

Integrated Bachelor and Master of Science (B.S + M.S.M.F.T) Requirements

Integrated Master of Science and Doctorate (M.S.M.F.T. + D.M.F.T.) Requirements

Master of Science in Marriage and Family Therapy (MFT)

Doctorate in Marriage and Family Therapy (DMFT)

Natural Sciences

Associate of Science (A.S.)

Nursing

Bachelor of Science in Nursing (B.S.N.)

Doctor of Nursing Practice (DNP)

Post-Doctoral Certificates

Certificates

Pastoral Theology

Master of Pastoral Theology (MPT)

Performing Arts

Philosophy

Physics

Psychology

Bachelor of Science (B.S.)

Integrated Bachelor of Science and Master of Science in Counseling Psychology (B.S. + M.S.C.P)

Master of Science in Counseling Psychology (MSCP)

Integrated Master of Science and EdD (M.S.C.P. + EdD) Requirements

Doctor of Psychology in Clinical Psychology (PsyD)

Doctorate in Education in Educational Psychology (EdD)

Educational Specialist (EdS) in School Psychology

Public Health

Bachelor of Science (B.S.)

Non Profit Administration

Minor

Community Health Worker

Data Analytics

Environment and Health

Religious Studies

Sociology

Sport and Event Management

Bachelor of Business Administration (B.B.A.)

Sample 4-Year Plan of Study

Surf Studies

Military Programs

Hogan Entrepreneurial Program

Business Administration (BU) (MBA) (STM) and Computer Information Systems (CIS)

Courses

Accounting (AC)

Aerospace Studies (AS)

Chemistry (CH)

Computer Information Systems (CIS)

Computer Science (CS)

Communication (COM)

Public Health (HC)

Criminology and Criminal Justice (CJ)

Data Science, Analytics and Visualization (DS)

Economics (EC)

Education (ED) (EDUC) (CEED)

English (EN)

Entrepreneurship (ENT)

Environmental + Interior Design (EID)

Environmental Studies (ENV)

Finance (FIN)

Foreign Languages

Forensic Sciences (FS)

Geography (GE)

Health Care Management (HCM)

Health Professions (HP)

History (HI)

Interdisciplinary (HU)

Management (MGT)

Marriage and Family Counseling (MFT) (DMFT)

Marketing (MKT)

Mathematics (MA)

Military Science (MS)

Nursing (NUR)

Performing Arts (PAR) (MU) (THR)

Philosophy (PH)

Physics (PHY)

Political Science (POL)

Psychology (EPSY) (PSY) (PP) (PS)

Directories

Past Catalogs

Home /

Courses /

Data Visualization & Analytics

Download as PDF

General

Course Long Title

Subject code

STM

Course Number

602

Home 2025-26

Academic Calendar

Semester

Accelerated

Student Handbook

Emergency Information

Community At Chaminade University

Student Code of Conduct

Sexual Harassment, Sexual Misconduct, and Anti-Retaliation Policies and Procedures Under Title IX for Faculty, Staff, Students, and Third Parties

Use of Technology Guide

Student Services

HOLOcard Bus Pass Program

Graduate Student Lounge

Housing and Residence Life

Information Technology

International Student Support

Lactation Room

Mailroom

Medical Services Transportation

Office of the Rector

Office of Student Engagement

Office of Student Success

Parking and Permits

Recycling on Campus

Service Learning and Community Engagement

Student Affairs Division

Student Emergency Fund

University Care Team

Student Media

Ahinahina

Aulama Student Literary and Art Magazine

Chaminade Silversword Online Student Newspaper

Radio CUH

Vi and Paul Loo Student Center

Campus Policies

Drugfree Free Workplace & Campus

Communicable Disease

Campus Postings

Health Clearance Requirements

Laboratory Usage

Mandated Leave

Medical Withdrawal from the University

Missing Persons

Smoking Policy

Student Rights as Research Participants

Threatening Behavior by Students

Weapons & Explosives

Additional Resources

General Information

Foundation and History

About Chaminade

Notice of Nondiscriminatory Policy

Admissions

Admissions- Undergraduate

Admissions to Chaminade University of Honolulu

First-Year and Transfer Admission

International Students

Visiting Students

Intent to Return

Prior Learning Credit

Admissions- Graduate

Apply for Master's Program

Apply for Doctoral Program

Financial Information

Financial Information- Undergraduate

Financial Aid

Financial Aid and Scholarships

Terms of Your Financial Aid

Enrollment, Refund and Repayment Policies

Withdrawal & Return of Aid

Expenses

Tuition

Other Charges

Financial Information- Graduate

Financial Aid

Aid and Federal Programs

Withdrawal and Return of Aid

Expenses

Tuition & Fees

Reinstatement

Student Affairs

Campus Security

Intercollegiate Athletics

Residence Life

Student Activities and Leadership

Student Conduct

Student Health

Academic Affairs

General Information

CIFAL Honolulu Center

Consortium Agreements

Information Technology Resources

International Student Services

Library

Veterans Affairs

Undergraduate

Academic Information

General Education Requirements

Course Numbering System

Dean's List

Degree Requirements

Early Alert

Fall Final Exam Schedule

Spring Final Exam Schedule

Fulfilling Multiple Requirements

Grading

Graduation

Registration

Student Classification

Transcript

Withdrawals

Leave of Absence (LOA)

Academic Support and Learning Resources

Advising and Career Development

Tutoring Services

New Student Orientation

Flex

Flex Program

Flex Policies

Special Programs

Campus Ministry

Early Childhood Montessori Lab School

Experiential Honors Program

First Year Experience Seminar

Honor Socities

Internship Programs

Office of Alumni Relations

Pre-Professional Programs

Publications

Service Learning

Study Abroad

Study at Sister Universities

Graduate

Policies

Student Responsibility

Record Retention Policy

Teach Out Plan

Time Limit

Title 38

Programs

Undergraduate General Education

Requirements (Associate's)

Requirements (Bachelor's)

General Education Waiver

General Education Course Alignment

Accounting

Bachelor of Science (B.S.)

Anthropology

Art

Biochemistry

Bachelor of Science (B.S.)

Biology

Bachelor of Science (B.S.)

Cellular & Molecular Track

Integrative and Organismal Track

Business

Associate of Arts (A.A.)

Sample 2-Year Plan

Bachelor of Arts (B.A.)

Master of Business Administration (MBA)

Professional MBA Hybrid Program (MBA)

Chemistry

Bachelor of Science (B.S.)

Communication

Bachelor of Arts (B.A.)

Computer Information Systems

Computer Science

Bachelor of Science (B.S.)

Criminology and Criminal Justice

Associate of Science (A.S.)

Bachelor of Science (B.S.)

Integrated Bachelor and Master of Science (B.S + M.S.) Requirements

Master of Science in Criminal Justice Studies (M.S.)

Data Science, Analytics And Visualization

Data Science, Analytics & Visualization Certificate

Bachelor of Science (B.S.)

Geospatial Intelligence Certificate

Digital Humanities

Economics

Education

Associate of Science (A.S.)

Early Childhood Education

Bachelor of Science (B.S.)

Kindergarten to 6th Grade Licensure

Secondary Education (English, Social Studies, Science, and Math Licensure)

Special Education 3+1 Program for Leeward Community College (K-12, PK-3, K-6, 6-12)

Early Childhood Education

Early Childhood Education with Montessori Credential & PK-K Licensure

Bachelor of Arts (B.A.)

Elementary Education for Oceania

Integrated Bachelor and Master of Arts (B.S. + M.A.)

Master of Arts (M.A.)

Outcomes

Master of Arts in Teaching (MAT)

Master of Education (MEd)

Graduate Certificate in K-6 Structured Literacy

Doctorate of Education (Ed.D.)

Certificates

Montessori Certificates

English

Bachelor of Arts (B.A.)

Entrepreneurship

Environmental + Interior Design

Associate of Arts (A.A.)

Sample 2 Year Plan

Skills-based Interior Design (SID) Certificate

Bachelor of Fine Arts (B.F.A.)

Certificates

Introduction to Interior Design (IID) Certificate

Environmental Sciences

Bachelor of Science (B.S.)

Environmental Studies

Bachelor of Science (B.S.)

Certificates

Envrionmental Pre-Law

Environmental Studies

Forensic Sciences

Bachelor of Science (B.S.)

Geography

Hawaiian and Pacific Studies

Health Professions

Historical and Political Studies

Bachelor of Arts (B.A.)

History

Integrated Marketing Communication

Bachelor of Arts (B.A.)

Interdisciplinary Studies

Bachelor of Arts (B.A.)

International Business

International Studies

Bachelor of Arts (B.A.)

International Studies (B.A.) Requirements

Liberal Arts

Mathematics

Marketing

Marriage and Family Therapy

Marriage and Family Therapy (MFT) Programs Overview

Integrated Bachelor and Master of Science (B.S + M.S.M.F.T) Requirements

Integrated Master of Science and Doctorate (M.S.M.F.T. + D.M.F.T.) Requirements

Master of Science in Marriage and Family Therapy (MFT)

Doctorate in Marriage and Family Therapy (DMFT)

Natural Sciences

Associate of Science (A.S.)

Nursing

Bachelor of Science in Nursing (B.S.N.)

Doctor of Nursing Practice (DNP)

Post-Doctoral Certificates

Certificates

Pastoral Theology

Master of Pastoral Theology (MPT)

Performing Arts

Philosophy

Physics

Psychology

Bachelor of Science (B.S.)

Integrated Bachelor of Science and Master of Science in Counseling Psychology (B.S. + M.S.C.P)

Master of Science in Counseling Psychology (MSCP)

Integrated Master of Science and EdD (M.S.C.P. + EdD) Requirements

Doctor of Psychology in Clinical Psychology (PsyD)

Doctorate in Education in Educational Psychology (EdD)

Educational Specialist (EdS) in School Psychology

Public Health

Bachelor of Science (B.S.)

Non Profit Administration

Minor

Community Health Worker

Data Analytics

Environment and Health

Religious Studies

Sociology

Sport and Event Management

Bachelor of Business Administration (B.B.A.)

Sample 4-Year Plan of Study

Surf Studies

Military Programs

Hogan Entrepreneurial Program