-
Study
-
Undergraduate
- Search for a Course
- Undergraduate Open Day & Events
- Application Guides
- Northumbria University UCAS Exhibitions
- Foundation Years
- Undergraduate Fees & Funding
- School & College Outreach
- Continuing Professional Development
-
Postgraduate
- Postgraduate Study Degree
- Postgraduate Research Degrees
- Postgraduate Open Days and Events
- Postgraduate Fees & Funding
- Flexible Learning
- Thinking about a Masters?
- Continuing Professional Development
- Change Direction
-
Student Life
- The Hub - Student Blog
- Accommodation
- Life in Newcastle
- Support for Students
- Careers
- Information for Parents
- Students' Union
- Northumbria Sport
- Be Part of It
-
-
International
International
Northumbria’s global footprint touches every continent across the world, through our global partnerships across 17 institutions in 10 countries, to our 277,000 strong alumni community and 150 recruitment partners – we prepare our students for the challenges of tomorrow. Discover more about how to join Northumbria’s global family or our partnerships.
View our Global Footprint-
Applying to Northumbria
- European Union
- Our London Campus
- Northumbria Pathway
- International Events
- Entry Requirements and Country Representatives
- Global Offices
-
Northumbria Language Centre
- Faculty Requirements
- Acceptable English Requirements
- Pre-sessional English Language and Study Skills
- Academic Language Skills Programmes (ALS)
-
International Fees, Funding & Scholarships
- International Undergraduate Fees
- International Undergraduate Funding
- International Masters Fees
- International Masters Funding
- International Postgraduate Research Fees
- International Postgraduate Research Funding
- International Money Matters
-
Life at Northumbria
- International student support
- Careers
-
International Mobility
- Current Northumbria Students
- Incoming Exchange Students
-
-
Business
Business
The world is changing faster than ever before. The future is there to be won by organisations who find ways to turn today's possibilities into tomorrows competitive edge. In a connected world, collaboration can be the key to success.
More on our Business Services -
Research
Research
Northumbria is a research-rich, business-focused, professional university with a global reputation for academic quality. We conduct ground-breaking research that is responsive to the science & technology, health & well being, economic and social and arts & cultural needs for the communities
Discover more about our Research -
About Us
-
About Northumbria
- Our Strategy
- Our Staff
- Place and Partnerships
- Student Profiles
- Alumni Profiles
- Leadership & Governance
- Academic Departments
- University Services
- History of Northumbria
- Contact us
- Online Shop
-
-
Alumni
Alumni
Northumbria University is renowned for the calibre of its business-ready graduates. Our alumni network has over 246,000 graduates based in 178 countries worldwide in a range of sectors, our alumni are making a real impact on the world.
Our Alumni - Work For Us
What will I learn on this module?
In this module, you will discover what data is and think about what questions you have that can be answered by the data – even if you’ve never thought about data before. Based on existing data, you will learn to develop a research question, describe the variables and their relationships, calculate basic statistics, and present your results clearly. This module is designed to teach you to handle data programmatically, without being software engineers. By the end of the module, you will be able to use one of the powerful data analysis tools – R – to manage and visualize your data, including how to deal with missing data, variable groups, and graphs. Throughout the module, you will share your progress with others to gain valuable feedback, while also learning how your peers use data to answer their own questions.
How will I learn on this module?
You will be supported by a teaching and learning plan (TLP) which outlines the formal sessions (lectures and IT workshops), together with tutor-directed study and independent study/reading. You will be provided each week by a one-hour lecture which covers various theoretical concepts relating to data management and visualization supported through reference and demonstration of appropriate IT applications. These lectures will be followed by a supporting 2-hour IT workshop where you will gain practical, hands-on experience of using contemporary data analysis tool, R. Directed learning will centre upon a range of activities including your pre-reading, your preparation for interactive and workshop based activities and use of the discussion board on the e-learning platform. Independent learning will centre upon you identifying and pursuing areas of interest in relation to data management and visualization, by providing deeper/broader knowledge and understanding of the subject through a range of learning activities that will include extended reading, reflection, research etc. Critical reflection on knowledge, experience and practice underpins the learning and teaching philosophy along with the explicit development of competence. Moreover, this module emphasises enquiry-based learning and will involve you being an active participant in your learning to develop a research question based on existing data in the business situations. The group work arrangement is centred on the students at the heart of the activity by guiding you to ask well researched questions and share your findings with peers. Furthermore, research tutored approach will enhance your research rich learning experience through the module delivery by the module tutor and various research subject experts.
How will I be supported academically on this module?
The university is well-placed to support you in learning and research with excellent library and teaching facilities, as well as access to relevant and up-to-date data analytics software. You will have access to industrial standard data analytics software supported by additional Blackboard materials and access to Northumbria University's library and databases.
Academic content and delivery will be enhanced through opportunity for guest practitioner expert input.
In addition, you will be supported at a programme level by an induction programme to introduce you to the University and the Masters' programme. Each of you will also be assigned a personal tutor to provide pastoral support and guidance throughout the programme. Further support is provided to you through the personal tutor sessions embedded into the Leadership and Management Development module, summative and formative feedback, and a module teaching and learning plan detailing the delivery structure and University requirements.
You will be supported by an academic teaching team led by a designated module tutor. The module will have e-learning portal including all the materials related to this course supported by BB Ultra in addition to an electronic reading list.
What will I be expected to read on this module?
All modules at Northumbria include a range of reading materials that students are expected to engage with. Online reading lists (provided after enrolment) give you access to your reading material for your modules. The Library works in partnership with your module tutors to ensure you have access to the material that you need.
What will I be expected to achieve?
Knowledge & Understanding:
• Having developed a critical understanding of data selection, data manipulation and data spatial visualization across a range of key business functions [MLO1]
Intellectual / Professional skills & abilities:
Develop appropriate data management skills using data analysis tool, R, to support business analytics [MLO2]
• Apply and critically evaluate effective data visualizations in order to provide new insights into a research question or communicate information to the viewer in real-life business scenarios [MLO3]
Personal Values Attributes (Global / Cultural awareness, Ethics, Curiosity) (PVA):
• Developing the key skills you need to succeed in future careers and build in your employability skills as part of your basic toolkit for life. (MLO4)
• Handle data and data visualizations in a manner that demonstrates an understanding of ethical considerations surrounding data (including data storage, citation, and protection) [MLO5]
How will I be assessed?
Formative assessment will take place through group work, assignment discussion and reflection, discussion board activity on the e-learning platform, workshop-based activity, and theory/practice related discussions. Criteria will be provided to enable you to understand what is expected and how you will be assessed on your performance. You are required to demonstrate self-reflection and reflective practice where appropriate. Formative feedback will be provided throughout the module, particularly in relation to workshop tasks. You should, however be aware that formative feedback can, and will, occur in any communication with an academic tutor.
The summative assessment of this module will comprise two components; a 3,000 word report (weighted 60% and covered MLO1, MLO2, MLO3, MLO4 and MLO5) and a group presentation and demonstration of work result (weighted 40% and covered MLO2, MLO3 and MLO4).
Pre-requisite(s)
None
Co-requisite(s)
None
Module abstract
Data management and visualization is the foundation for organizations’ business analytics, and for problem solving and decision-making. This module introduces you to data acquisition, organization, management and visualization in a business setting. Based on existing data, you will learn to develop a research question, describe the variables and their relationships, calculate basic statistics, and present your results clearly. This module is designed to teach you to handle data programmatically, without being software engineers. By the end of the module, you will be able to use one of the powerful data analysis tools – R – to manage and visualize your data, including how to deal with missing data, variable groups, and graphs. Using real-world datasets, standard software packages and data visualisation techniques, you’ll learn how to organise and analyse data collections to answer questions about the world, as well as developing an appreciation of user needs surrounding data systems. Through undertaking this module you will not only develop a depth of knowledge of data management and visualization and substantial practical skill of using R data analysis tool to support business decision making, but you will also enhance your abilities and competence across a range of graduate employability skills, including; project planning and management, time management, communication and negotiation.
Course info
Credits 20
Level of Study Postgraduate
Mode of Study 1 year Full Time
1 other options available
Department Newcastle Business School
Location City Campus, Northumbria University
City Newcastle
Start September 2025
All information is accurate at the time of sharing.
Full time Courses are primarily delivered via on-campus face to face learning but could include elements of online learning. Most courses run as planned and as promoted on our website and via our marketing materials, but if there are any substantial changes (as determined by the Competition and Markets Authority) to a course or there is the potential that course may be withdrawn, we will notify all affected applicants as soon as possible with advice and guidance regarding their options. It is also important to be aware that optional modules listed on course pages may be subject to change depending on uptake numbers each year.
Contact time is subject to increase or decrease in line with possible restrictions imposed by the government or the University in the interest of maintaining the health and safety and wellbeing of students, staff, and visitors if this is deemed necessary in future.
Useful Links
Find out about our distinctive approach at
www.northumbria.ac.uk/exp
Admissions Terms and Conditions
northumbria.ac.uk/terms
Fees and Funding
northumbria.ac.uk/fees
Admissions Policy
northumbria.ac.uk/adpolicy
Admissions Complaints Policy
northumbria.ac.uk/complaints