data science
628 TopicsEbola 2026 Outbreak Landscape
The 2026 Bundibugyo Ebola virus outbreak in the Democratic Republic of Congo is tracking rapidly to become the worst Ebola outbreak in history, even with vaccines currently in trials. I developed a simple report in Power BI to compare how deadly this strain is, compared to the biggest Ebola epidemic of 2014 in West Africa, and early COVID-19 globally. This report uses column charts, line charts, and a scatterplot to explore the risk landscape of the 2026 outbreak in its first 100 days. A few extra pages deep-dive into the 2026 outbreak to observe the growth of fatality rates and whether the outbreak is slowing down when viewed through a weekly rolling average. This analysis is first and foremost a data visualisation exercise, but it shows how serious Ebola outbreaks are. I hope the light at the end of the tunnel comes sooner. Many thanks to the good folks collating and managing the EVD 2026 data on GitHub.191Views0likes2CommentsGlobal Conflicts Monitor
I built a Global Conflict Monitor that combines conflict event data from ACLED with UNHCR displacement statistics into one interactive report. The goal: Exploring patterns and connecting the dots between where violence is happening and where people are forced to flee. The dashboard covers 1.3M conflict events and 560M+ displaced persons worldwide, since 2015. Some of what's inside: Azure Maps visualizing conflict intensity across all countries, Smart Narratives that show dynamic insights as you filter the data, country deep-dives with demographic pyramids and trend analysis, and a scatter plot exploring whether more conflict leads to more displacement (check the 'Displacement Analysis' to see). I'd love to get your feedback, especially if you work in humanitarian response, conflicts analysis, peace building, etc. What else would you like to see on this tool? Feel free to connect on LinkedIn. eyJrIjoiZGE3ZWJjYmQtODg4Yi00MzM2LThkYTYtZjhhZjk3MzMxZmI4IiwidCI6ImQ4YWJjM2VkLWE2ZTEtNGUzNi1iMGFhLTQ1NzA3Zjc5M2YxMiJ9813Views1like0CommentsEcommerce Conversion Dashboard
This dashboard analyzes the ecommerce conversion funnel from Page Views to Adds to Cart to Purchases. It highlights conversion rates, period-over-period deltas, and performance breakdowns by department and product. eyJrIjoiOGVkNTI1MjctOTMyYi00NGQ2LWFmOWUtZTJmYzdiZDA2OWFiIiwidCI6ImE2MWFhYzQ5LWQxNTctNGU2ZS1iMzU3LTA4YmU5MmY4NDA5YiIsImMiOjEwfQ%3D%3D2.1KViews0likes2CommentsSales and Financial Performance
Sales and Finance Dashboard Why a unified Sales & Finance dashboard matters (and what it actually fixes) The Importance of This Dashboard Most teams split sales tracking from financial reporting. Sales sees revenue; Finance sees cost. They rarely meet in one place until it’s too late. This dashboard exists to close that gap. It connects execution to profitability. You can move from an executive summary down to the individual transaction without switching tools. It shifts the conversation from “How much did we sell?” to “What did we actually earn?” Profit, COGS, margin, and cost-per-unit are built in—not calculated separately. It serves both micro and macro decisions. The same structure supports a rep reviewing their profile, a manager coaching a team, or a leadership team reviewing monthly trends. It replaces scattered reports with one interactive source. Year, country, category, and product filters apply across views, so the data stays consistent. Key Benefits of Having It For Sales Managers & Team Leads Manage by profit contribution, not just revenue. Identify which countries, categories, or users are pulling the team down. Compare team/rep performance on a common baseline. For Finance / Controllers / CFO Monitor true profitability by geography and product line. See cost structure (COGS) directly against revenue without manual reconciliation. Validate margin efficiency at a glance. For Executives / Leadership Get a high-level pulse (revenue, profit, shipments, trends) instantly. Spot concentration risk and monthly shifts without waiting for static reports. Make faster strategic calls backed by consistent data. For Operations / Analysts Drill from summary to line-item detail when needed. Filter, search, and audit individual transactions by date, rep, country, or product. Reduce time spent stitching spreadsheets together. For Individual Sales Reps Understand their full impact—revenue, units, profit, and margin—not just a top-line number. Track YoY progress in one view rather than across multiple files. Bottom Line Benefit You stop making decisions on half the story. Revenue without cost is misleading; cost without sales context is blind. This brings both into one workflow, faster decisions, clearer accountability, and less reporting overhead. For more, visit: https://arbazahmad-bi.netlify.app/ Thank you.627Views1like0CommentsPower BI Template for Inventory Analysis
Inventory problems can quietly eat away at your profits. Stockouts, delayed orders, and poor availability don’t just cause frustration, they cost your business real money and unhappy customers. Most teams only notice these problems after it’s too late. That’s where the Out-of-Stock Report Dashboard (Power BI Template) comes in. This ready-to-use tool gives you clear, real-time visibility into your inventory so you can spot issues early, take action fast, and keep your shelves stocked. Why This Dashboard Matters With simple visuals and smart insights, this template makes it easy for supply chain teams, warehouse managers, and operations heads to: Track stockouts in real time and know exactly which products are affected. Measure revenue loss caused by poor stock availability. See service levels and fill rates to understand how well you’re meeting demand. Monitor backorders and identify delayed fulfillment risks. Review inventory turnover to avoid constant understocking. Check stockout frequency and duration across items, categories, and time. Who Should Use It? This template is perfect for anyone managing stock and supply chains: Inventory Managers Supply Chain Analysts Warehouse Teams Operations Leaders eyJrIjoiZTcxMTBhYTktNTAwYy00OGU3LWI0Y2MtMDExZTJkZDBiMzQzIiwidCI6ImE5NDUyNTg2LTJmNGMtNGNiMS04ZDJlLTI2ODkyODllZTcyNiIsImMiOjl912KViews6likes3CommentsHealthcare Analytics Dashboard - Power BI Template
In hospitals, delays and inefficiencies don’t just cost money, they risk lives. This Healthcare Analytics Dashboard (Power BI Template) turns complex health data into clear, actionable insights that empower teams to act quickly and precisely. Designed from real hospital use cases, this tested solution helps clinical and operational leaders improve care delivery, resource planning, and financial performance. Challenges This Dashboard Solves 1. Unpredictable Length of Stay (LOS) Hospitals often struggle with forecasting patient discharge times. This leads to bottlenecks in bed availability, overcrowded wards, and delayed admissions. Without visibility into LOS trends, resource allocation becomes guesswork. This dashboard provides historical and real-time LOS analysis by department, condition, and demographic, helping hospitals predict and plan bed usage accurately. 2. Hidden Billing Inefficiencies Revenue leakages are common when billing data is scattered or inconsistently tracked across departments. Costs tied to specific treatments, medications, or admission types often go unnoticed. The financial dashboard breaks down billing data by condition, hospital wing, and treatment category, helping analysts pinpoint cost spikes and optimize spend. 3. Readmissions Due to Missed Clinical Patterns Chronic conditions like hypertension can lead to repeated ER visits if treatment effectiveness isn’t monitored. Without automated alerts, early warning signs are often missed. This dashboard flags abnormal blood pressure cases, tracks medication response rates, and alerts clinical teams for timely interventions,reducing readmission risks. 4. Workforce Planning Gaps Admission surges during weekends or specific times of year catch teams unprepared, stretching staff thin. Weekend vs. Weekday admission trends allow administrators to align staffing with actual demand patterns, not assumptions. 5. Manual and Delayed Reporting Relying on Excel sheets and outdated reports can delay crucial decisions and lead to inconsistent care quality. Automated Power BI reports eliminate manual effort, providing stakeholders with real-time, exportable, and easy-to-understand insights. Key Benefits – Why This Dashboard Matters Live Monitoring of Admissions and Bed Utilization Stay on top of patient intake, identify overcrowded departments, and reallocate beds in real time to improve flow and reduce wait times. Length of Stay (LOS) & Discharge Trend Analysis Track average stay durations by department, gender, or diagnosis. Use historical trends to forecast bed demand, avoid overcrowding, and improve discharge efficiency. Hypertension Alerts & Medication Effectiveness Tracking Get automatic alerts for patients with abnormal BP, analyze which treatments work best, and proactively manage chronic conditions to reduce complications. Billing Insights by Condition, Department, and Admission Type Quickly uncover which procedures or admission types generate the highest costs. Identify revenue opportunities or overspending areas across service lines. Demographic-Based Performance Insights Segment KPIs by age group, gender, and medical condition. This helps tailor treatment plans and improve patient outcomes across different populations. Who Needs This? Hospital Admins – Optimize resources and costs Clinical Teams – Enhance treatment protocols Revenue Analysts – Fix billing inefficiencies Healthcare Analysts – Ditch manual reports for live data Data Source: Synthetic healthcare data for illustrative use cases. eyJrIjoiZTQzNDYzYjAtNWI4MC00MDJkLWI0NGEtNTFjMjAyYWU3ZGRiIiwidCI6ImE5NDUyNTg2LTJmNGMtNGNiMS04ZDJlLTI2ODkyODllZTcyNiIsImMiOjl936KViews18likes22CommentsInventory Management Dashboard
Inventory Management Dashboard Inventory isn't just about knowing what's in stock; it's about making the right decisions at the right time. A well-designed Inventory Management Dashboard helps businesses monitor inventory performance, optimize stock levels, reduce carrying costs, and improve supply chain efficiency through clear, actionable insights. This dashboard is designed to provide decision-makers with a complete view of inventory operations across four key areas: - Executive Overview - Inventory Operations - Supplier & Warehouse Performance - Inventory Detail Report Who can benefit from this dashboard? - Inventory Managers - Supply Chain Managers - Warehouse Managers - Procurement Teams - Operations Managers Key business benefits: Monitor inventory value and stock movement in real time Identify slow-moving and aging inventory Prevent stock-outs and overstock situations Evaluate supplier performance and warehouse efficiency Track inventory turnover and stock health Support data-driven purchasing and replenishment decisions A clean interface and focused visualizations help users spend less time searching for information and more time making decisions. visit profie: https://arbazahmad-bi.netlify.app/ Thank you, eyJrIjoiOGQ0ZjRiOWMtMDM0NC00M2U5LWExOWMtMTg2MzgwZmE4MmJkIiwidCI6ImQ4ZTFiMDVlLTcwYWEtNGVmNy1iODc4LTQ2NmI2ODhmOTUyZiJ94.1KViews6likes3CommentsStudent Performance Dashboard Project
Student Performance Dashboard This project is an interactive Student Performance Dashboard developed using Microsoft Power BI to analyze and visualize academic performance through dynamic reports and KPIs. Dashboard Features Overall Student Performance Overview Subject-wise Performance Analysis Gender-wise Performance Analysis Interactive KPI Cards Grade Distribution Analysis Top 5 Performing Students Average Percentage & Highest Percentage Section-wise Performance Comparison Dynamic Charts and Summary Tables Tools & Technologies Microsoft Power BI Power Query DAX (Data Analysis Expressions) Data Modeling Key Insights The dashboard enables users to: Monitor overall student performance. Compare subject-wise academic results. Analyze gender-based performance. Identify top-performing students and grade trends. Make data-driven educational decisions through interactive visualizations. I would appreciate your feedback and suggestions to improve this dashboard. Thank you for taking the time to review my project. Developed by: Syed Raahim Ali Course: Data Analytics & BI eyJrIjoiMGM0OWY1MGUtMTk5Yy00MDNmLTllMDItN2EwNWVlNDU3NGU5IiwidCI6IjI0MWNlN2VlLTVjYmUtNDczNi1hYWM0LWZkOWZmM2NjMWRkMSIsImMiOjl93.5KViews5likes2CommentsProcurement Dashboard
Procurement Dashboard! Power BI Solution for Strategic Insights. A dynamic and interactive dashboard developed to optimize procurement performance and enhance supplier oversight through data-driven insights. Core Capabilities: Executive Overview: Summarizes key metrics such as Cost Price, Net Cost, Order Volume, Quantity, and Year-over-Year growth Order Analysis: Breaks down order statuses with on-time delivery rate, average delivery time, and monthly fulfillment trends Transaction Analysis: Delivers granular visibility into unit pricing, discounting, and supplier-level delivery performance Built with a focus on: Operational transparency Supplier performance tracking Strategic cost management Real-time procurement monitoring With clean visuals, interactive filters, and intuitive design, this dashboard supports smarter, faster procurement decisions—from strategic sourcing to supplier optimization. Thanks, eyJrIjoiM2Q5YTMwNjEtZDAyOS00YTMyLTk3NDgtZDEyNmFlYTdlZjE2IiwidCI6ImQ4ZTFiMDVlLTcwYWEtNGVmNy1iODc4LTQ2NmI2ODhmOTUyZiJ912KViews11likes14CommentsThe Ultimate Power BI Template for Sales & Inventory KPIs
Struggling to keep up with sales trends, inventory levels, and purchasing efficiency? Manual reporting eats up valuable time, while scattered data makes it hard to spot critical insights, leading to stockouts, overordering, or missed sales opportunities. 6 Key Benefits of This Power BI Dashboard: Real-Time Purchase Tracking – Monitor order timelines, quantities, and supplier delays to optimize procurement and avoid stock shortages. Smart Inventory Control – Analyze receiving-to-billing cycles and weekly stock trends to maintain ideal inventory levels and reduce carrying costs. Sales Performance Clarity – Track monthly trends, top customers, and product demand to refine pricing and promotions. Faster Financial Oversight – Streamline billing processes with metrics on average billing days, improving cash flow predictability. Pre-Built KPIs for Quick Decisions – Leverage ready-made metrics (e.g., sales efficiency, customer behavior) without complex analysis. Scalable for Growth – Customize dashboards as your business expands, ensuring insights stay relevant without extra IT effort. No more guesswork, just data-driven decisions at a glance. eyJrIjoiOGJkNzJjZTYtMmFkMy00Y2NlLTlhNzAtYzY2NDE1MzEwYzAxIiwidCI6ImE5NDUyNTg2LTJmNGMtNGNiMS04ZDJlLTI2ODkyODllZTcyNiIsImMiOjl912KViews15likes14Comments