Power BI Lab Assignments with Reference Articles
Assignment 1: SampleSuperStore Dashboard
Objective:
To analyze business performance using sales, profit, and customer data from a retail store.
Problem Statement:
Retail companies often struggle to identify underperforming regions, products, and customer segments. The goal of this dashboard is to visualize key business metrics like sales, profit, discount, and shipping mode by region and category to help decision-makers optimize operations.
Assignment 2: Result Analysis Dashboard
Objective:
To design an academic performance monitoring dashboard for institutional analysis.
Problem Statement:
Educational institutions require a streamlined view of students’ results across semesters, subjects, and courses. This dashboard will visualize pass/fail percentages, top scorers, subject-wise performance, and trends over time to support academic decision-making.
Assignment 3: COVID-19 Dashboard
Objective:
To track the impact of COVID-19 across countries/states through real-time analytics.
Problem Statement:
During a pandemic, it is critical to monitor case trends, mortality rates, recovery status, and testing rates. This dashboard will help in visualizing confirmed cases, recoveries, deaths, and vaccination data using interactive maps and charts.
Assignment 4: World Population Dashboard
Objective:
To explore global population trends by country, age group, and gender using interactive visuals.
Problem Statement:
Understanding demographic changes is essential for planning global resources and policy-making. This dashboard will display population growth, density, gender ratio, and age group distributions to provide insights into regional demographics.
Assignment 5: Customer Spending Behavior Analysis
Objective:
To analyze customer spending patterns based on product categories, purchase frequency, and regions.
Problem Statement:
Businesses need to understand customer purchasing behavior to create personalized marketing strategies. This dashboard will help identify high-value customers, seasonal trends, and frequently purchased product categories through sales data visualization.
Assignment 6: Cyber Crime Trend Analysis
Objective:
To create a visual analytical report of cybercrime incidents categorized by year, state, and crime type.
Problem Statement:
The increasing number of cybercrimes calls for a visual representation of crime trends to support prevention and law enforcement strategies. This dashboard aims to track cybercrime types such as fraud, identity theft, hacking, and more across different regions and years.
Assignment 7: Crime Against Children Analysis
Objective:
To develop a dashboard showcasing reported crimes against children, segmented by region, crime type, and year.
Problem Statement:
Crimes against children have become a major social concern. The aim of this dashboard is to visualize patterns, highlight high-risk areas, and provide actionable insights to support child protection initiatives by analyzing national crime datasets.
Assignment 8: Geospatial and Demographic Analysis of Indian Census Data Using Power BI via Google Drive Integration
Objective:
To analyze India's demographic and geographic distribution by leveraging Power BI for meaningful insights into population, settlements, and resource density using census data hosted on Google Drive.
To effectively plan resources and infrastructure, policymakers need to analyze population distribution, settlement types, and density across Indian states. This project guides students to use Power BI to connect live census data stored on Google Drive, transform the dataset using Power Query, and create a visual demographic report.
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