This interactive Tableau dashboard visualizes the prevalence of gender-based violence across Bangladesh based on the Violence Against Women (VAW) Survey 2024. It provides insights into both lifetime and recent experiences of:
- Intimate Partner Violence (IPV)
- Non-Partner Violence (NPV)
The data is disaggregated by region (8 divisions), revealing regional disparities and highlighting areas of high vulnerability.
- 🗺️ Map View: Percentage of women (15+) experiencing IPV/NPV since age 15 across divisions
- 📊 Division-wise Breakdown: Comparative views of violence types over time
- 📉 Recent vs Lifetime: Trends in physical, sexual, emotional, controlling, and economic abuse
The dashboard draws attention to psychological violence as the most prevalent form and spotlights the increased vulnerability of adolescent girls and women in disaster-prone areas.
This project uses publicly available data from the Violence Against Women Survey 2024, conducted by the Bangladesh Bureau of Statistics (BBS) and designed to meet WHO international standards.
Survey Highlights:
- 🧑🤝🧑 27,476 women interviewed
- 🏠 28,800 households, using stratified two-stage sampling
- 🌍 8 divisions covered nationwide
- ✅ 95.4% response rate
- IPV: Physical, Sexual, Emotional, Economic, and Controlling Behavior
- NPV: Physical & Sexual (by relatives, neighbors, strangers)
- Tableau Dashboard Link: When Home Isn't Safe: Mapping Violence Against Women in Bangladesh (2024)
- Data Source: Bangladesh Bureau of Statistics (BBS) | Survey pdf from my repository
- Controlling behavior is the most prevalent form of intimate partner violence
- Barishal, Khulna, and Chattogram divisions show the highest overall rates of lifetime and recent IPV.
- Dhaka, Chattogram, and Sylhet have the highest NPV rates, while Rajshahi shows the lowest.
Figure: Non-Partner Violence (NPV) since age 15 across 8 divisions in the last 12 months
#GenderBasedViolence #ViolenceAgainstWomen #BangladeshData #WHO #IntimatePartnerViolence #IPV #NonPartnerViolence #NPV #DataForGood #GBV #EndViolence #HumanRightsData #SocialImpactData #StorytellingWithData #EmpowerWomen #DataVisualization #DataViz #DataDrivenStorytelling #Tableau
This interactive Tableau dashboard explores the Top 10 consulting firms in Bangladesh, based on data from LinkedIn and Glassdoor (as of April 31, 2025). It presents a comprehensive picture of firm sizes, skill trends, roles, and graduate recruitment preferences—making it valuable for job seekers, analysts, and businesses alike.
- 🏢 Firm Size: Comparison of top consulting firms by total employee count
- 🎓 Graduate Attraction: Firms hiring most from top universities like NSU, DU, BRAC
- 🧠 Skills in Demand: Frequent technical and workplace skills (e.g., project management, data analysis)
- 👔 Roles & Functions: Dominant functions such as research, business development, and social services
This dashboard is useful for:
📈 Job seekers exploring consulting career paths
💼 Businesses looking to partner with established firms
📊 Policymakers/Analysts examining sector growth and employment trends
- Data compiled from LinkedIn company pages and Glassdoor employee statistics
- Timeframe: As of April 31, 2025
- 📄 Dataset (Google Sheets)
Note: All firm-level data are approximations based on publicly available information
- Visualization: Tableau Public
- Data Cleaning/Analysis: Python (Pandas)
- Sources: LinkedIn, Glassdoor
- Tableau Dashboard: Consulting Firms in Bangladesh (2025)
- Data Analysis (Kaggle Notebook): Consulting Company of BD - Data Analysis
- Dataset: Google Sheet
- Innovision and Inspira lead in attracting graduates from Bangladesh’s top universities
- Project Management, Data Analysis, and Leadership dominate as high-demand skills
- Consulting work extends beyond strategy—social services, research, and business development are top functions
Figure: Top 10 Consulting Firms in Bangladesh by Total Employee Count
#ConsultingBangladesh #DataVisualization #TableauPublic #BangladeshJobs #LinkedInData #GlassdoorInsights #TopConsultingFirms #BangladeshBusiness #GraduateCareers #DataDriven #DataAnalysis #StrategicConsulting #EconomicDevelopment #ProjectManagement #AnalyticsForImpact #ConsultingCareers #EmergingMarkets #WorkforceInsights #TalentTrends #CareerOpportunities #BangladeshEconomy #ProfessionalGrowth #DataForDevelopment #CareerMapping #ConsultingInsights #FutureOfWork #BusinessIntelligence #BangladeshConsulting #UniversityRecruitment #ConsultingLife