• What data would you collect?

• What kind of analysis would you do?

• What dashboard or report might you build?

•Strategic Objectives (choose one):

• Increase student enrollment by 15% next year.

• Improve graduate employability to 90% within 6 months.

• Enhance student satisfaction, focusing on campus facilities.

Garish Rawad Mustafa Mohamed/ IS01084208

Alfadhil Meshal Zaben M / Is01081644

Mohammed Aiman / IS01084569

Strategy: Improve graduate employability to 90% within 6 months

Data to Collect:

• Graduate employment survey results

• Internship/industrial training records

• Employer feedback

Analysis:

• Employment rate by program

• Skills gap analysis (graduates vs industry needs)

Dashboard/Report:

• Employability rate (%) by faculty

• Average time to get first job

• Top industries hiring UNITEN graduates

Nur Aleeya Elisya(BIS01084269)

Nur Shahani(BIS01084303)

Strategic Objective: Enhance student satisfaction, focusing on campus facilities.

1. Data to Collect:

• Student feedback surveys about facilities (library, labs, sports, parking)

• Facility usage data (attendance, Wi-Fi usage in study areas).

• Complaints (number of complaints, time taken to resolve them).

2. Analysis to Perform:

• Sentiment analysis will be used to review student feedback and highlight the main positive and negative points.

• Comparative analysis will compare UNITEN’s facilities with those of other universities to evaluate its standing.

3. Dashboard/Report

   Student satisfaction dashboard
   -overall satisfaction
   -satisfaction and usage by facility
   -top complaints

Nuriman Aisyah Binti Mohamed Suhardy (IS01084311)

Wan Hakimi Bin Wan Ahmad Rashidi (IS01084162)

Muhammad Syafarul Irfan bin Mohd Yusof (IS01083508)

Enhance student satisfaction, focusing on campus facilities

1. What data would you collect?

• Student feedback surveys (hostel, library, cafeteria, classrooms, labs, sports, parking, WiFi).

• Facility usage data: card swipes, booking logs (e.g., library seat usage, lab schedules).

• Maintenance data: number of complaints (broken AC, lifts, toilets), average repair time.

2) What kind of analysis would you do?

• Satisfaction score analysis: which facilities score highest/lowest.

• Complaint trend analysis: which facilities generate the most complaints over time.

• Sentiment analysis: from open-text student comments (positive vs. negative words).

3. What dashboard or report might you build?

• Overall satisfaction index (target vs current).

• Complaint trends (by category & month).

• Word cloud (e.g., “slow WiFi”, “clean hostel”, “not enough parking”).

Strategic objective: enhance student satisfaction focusing on campus facilities

Data collected:-

-Student surveys data

-Student facility usage data

-Types of student who uses the facilities

Analysis:-

-Analyse the trend (if there's an increase or decrease in usage of facilities)

-Use data mining to predict usage of facilities

Dashboard or report build:-

-Trends over time report

-Usage dashboard

Increase student enrollment by 15% next years

What data to collect?

• student application data

• Financial Data

• Feedback

What kind of analysis would you do?

• Trend Analysis like past 3–5 years enrollment trends by program & region.

• Predictive Analysis Like forecast enrollment based on past patterns & new marketing strategies.

What dashboard or report might you build?

• Program Popularity Report like top 10 most and least applied programs.

• Marketing Dashboard like cost per lead, ad clicks and enrollments.

Strategic Objective:

Enhance students practical skills in daily life

1. Data to collect:

   1. Student's General Knowledge

   2. Performance Range

2. Analysis Process:

   1. Quiz for students

   2. Use an automated report after receiving enough data to compile

3. Dashboard/Report build:

   1. Progress Report with Performances & Percentage value