E-Commerce Sales Analysis
I've been building an e-commerce analytics report in Power BI covering 48,000 transactions, 4,000 customers and 101 software products (Apr 2024 – Oct 2025). It now has five pages: Executive Summary, Customer Loyalty, Revenue Drivers, Customer Health & Retention, and Refunds & Promotions. Some of the insights the data surfaced: Annual plans drive the business. They're 49% of orders but 88% of revenue, and each annual order is worth 10× a monthly one. Big deals matter most. Orders of 10+ seats are 29% of volume but 70% of revenue. Revenue is concentrated. 38 of 101 products generate 80% of revenue. Retention is strong. About 85% of customers keep buying each quarter, but new customer acquisition almost stopped in 2025. There's a clear win-back list. 492 high-value customers have gone quiet, and together they hold $5.9M of lifetime revenue. Over half of refunds are preventable. 56% of refunded revenue came from billing errors and duplicate orders. Promo codes are leaking. Welcome codes were reused on ~5,000 repeat orders ($319K in discounts), and 89% of Black Friday codes were redeemed outside Nov–Dec. What I used: DAX for RFM segmentation, cohort retention, like-for-like YoY and Pareto analysis Deneb (Vega-Lite) for custom visuals: Pareto chart, cohort heatmap, dumbbell chart, refund hotspot matrix HTML Content visuals for KPI tiles with sparklines and dynamic insight cards SVG measures to put data bars and bullet charts inside tables A consistent custom theme, background and typography across every page Lesson learned: auditing the model before adding visuals paid off. It caught a discount measure totaling $61.9B instead of $1.26M, discount rates above 100%, and tax counted twice in gross revenue. Feedback welcome! #PowerBI #DataAnalytics #DAX #Deneb #DataVisualization #Ecommerce #BusinessIntelligenceDark Ruby – Premium Dark Theme for Executive & Procurement Dashboards
Dark Ruby is a sophisticated, high-contrast dark theme designed for executive and enterprise Power BI reporting. It features bold ruby red accents on deep dark backgrounds, delivering a premium, modern aesthetic suitable for financial, procurement, and operational dashboards. Design Highlights Accent color: Bold Ruby Red (#F54651) with supporting warm tones Deep dark backgrounds with strong contrast for readability Rounded corners (30px) across visuals and containers DM Sans typography with clear hierarchy Minimal borders and subtle gridlines for clean presentation Best Suited For Procurement spend analysis, financial control dashboards, supplier performance reports, executive scorecards, and any enterprise solution requiring a professional dark-mode environment with strong visual impact. Demo Report The attached .pbix file showcases the theme in a complete Enterprise Procurement Spend Analysis & Control Dashboard, including spend overview, discount analysis, and supporting documentation. Files Included dark-ruby-theme.json – Ready to import Procurement_Spend_Analysis_Dashboard.pbix – Full working example Repository Full source files, documentation, and additional resources are available here: procurement-spend-analysis-dashboard This theme is built for daily professional use and is fully customizable. If you need a version tailored to your company color palette, branding guidelines, or specific visual requirements, feel free to reach out. Contact: [email protected] Created by Abdallah A. Khames – BODZZ eyJrIjoiZDMwMWNkYjctNGI4Ni00YjZjLWIwZDEtMjk1MjkyNTk1ZjE3IiwidCI6ImVhZjYyNGM4LWEwYzQtNDE5NS04N2QyLTQ0M2U1ZDc1MTZjZCIsImMiOjh9What does a UAE F&B dataset reveal when you treat it like a story, not a dashboard?
I built a 10-chapter interactive report on a sample dataset covering 50 brands, 300 outlets, menus, reviews, promotions, delivery quotes and in-app search rankings. A few findings that surprised me: 10 chains run 76% of all tracked outlets On the same outlets, delivery apps rate restaurants ~0.4 higher than Google 20 of 27 negative reviews blame service, speed or wrong orders, not the food Pizza brands run 45% of all promotions, and most sit at exactly 30% off In-app search rewards category fit (avg rank #9) over brand size (#16 off-category) Built in Power BI with a custom theme, designed page backgrounds and chapter navigation. Feedback welcome, especially on the storytelling. #PowerBI #DataAnalytics #DataStorytelling #DataVisualization #UAESales 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.Project Management Dashboard
I have done some Analysis on Microsoft's Project "Project Management Dashboard" for a few days. Some specific features you might see on your project management dashboard include: Tasks, with estimated completion time and ability to track time Project Benefit and Project Cost By Project Manager Projects wise type and region eyJrIjoiZWRjZTE0ZDEtZjI2MS00OTU5LThmY2ItNDFlNTlhOTljMDBjIiwidCI6ImJmYjZiODdiLTViODUtNDkxMS1hYWMxLTJkODIyMThiOGQ4ZCIsImMiOjl9FP20 ANALYTICS CHALLENGE “IT Help Desk Analysis"
WELCOME TO FP20 ANALYTICS CHALLENGE “IT Help Desk Analysis" ABOUT Welcome to FP20 Analytics Challenge 8! With this challenge, we are going to analyse IT service ticket data to build our own operational dashboards to measure metrics over time. Your dashboard will help the organization identify automation candidates, optimize usage, and reduce costs. THE BRIEF Within this challenge, you are presented with a reliable dataset that shows the IT tickets data and Agents’ profiles for a fictitious company that you work for. You will provide your actionable insight into your organization trends, usage patterns, systems behaviours, service level agreement etc. It will help our IT department to stay up to date with industry developments. Thanks, eyJrIjoiZWExNTM2NzctZWVmZi00YTAwLWJhOTctZmI1ZTg2ZTllMDA5IiwidCI6ImQ4ZTFiMDVlLTcwYWEtNGVmNy1iODc4LTQ2NmI2ODhmOTUyZiJ9
Call Center Analytics Dashboard
The Call Center Analytics Dashboard on Mokkup.ai offers crucial insights into call center performance, guaranteeing the most effective use of resources and the provision of customer support. Let's discuss the dashboard features: Summary Dashboard: This dashboard provides a thorough knowledge of incoming client calls. It handles important problems, including how completed, disbanded, and missed calls relate to the prior time frame, as well as developments in metrics like average conversation duration, completed calls, and abandoned calls. Additionally, it examines call analytics by category, the breakdown of sales from service calls, and the cost per contact. Detailed View Dashboard: This dashboard focuses on certain departments and functions to look further into incoming calls. On average, handling time, wait time, call transfer percentage, held call percentage, and abandoned call percentage are all significant statistics that are broken down by function. It also summarizes call analytics by function and product and assesses the effectiveness of cross-selling programs. Businesses can effectively distribute customer service executives across functional areas depending on call volume using the data provided by the Call Center Analytics Dashboard. It makes it possible to pinpoint training requirements for executives to improve their functional knowledge, guaranteeing quick and efficient replies to client inquiries. This blog is essential for enhancing performance, providing excellent customer service, and optimizing call center operations. eyJrIjoiNjkzNTIwNjItZTE0NS00MzJlLTg5ZjQtYzlkMWIyZjIwNDVjIiwidCI6IjM4ZDVlNDBjLTliZDYtNDFmYi04OTUxLWMzODdjOTcwMThkOSIsImMiOjEwfQ%3D%3DExecutive Dashboard
Executive Dashboard — Built for Decision Makers I recently developed in Power BI, designed specifically for senior leaders who need clarity, speed, and strategic focus in their decision-making. The report covers: Overview – High-level KPIs: Revenue, Profit, Orders, Quantity Sold Market & Customer – Segment and region performance Product – Category-level insights and contribution Transactions – Operational flow and order trends What sets this apart? It’s built on the principle that less is more when it comes to executive reporting. I focused on creating a clutter-free, insight-first design by: Highlighting the most actionable KPIs with YoY variance Using clean, minimal visuals with consistent themes Grouping data logically for easy scanning Eliminating noise—no redundant charts, no decorative clutter Making interaction seamless with intuitive slicers and drill-downs Thanks, eyJrIjoiNjExMDhkYzgtNzFjZC00NWVjLThlZTktYjRiZDhmNzRlNDY2IiwidCI6ImQ4ZTFiMDVlLTcwYWEtNGVmNy1iODc4LTQ2NmI2ODhmOTUyZiJ9
Loomy Lime
Hi Power Bi community! We have recently launched numerro, a Power Bi template store, where we try to bring design to Power Bi with simple, beautiful, custom-designed templates. Today we present to you: Loomy Lime. Loomy Lime features: Designed with multiple tracking visuals that help you understand the split of your data. A stunning gradient mint-green palette. Multi-level slicer menu with text in a stylish overlay section to help you easily navigate through your data. Sticky tab menu on the side allowing you to jump seamlessly between the different tabs of your report. Completely customizable branding logo helping you fully personalize your report. If you are interested in seeing our full template collection, feel free to pay us a visit at numerro.io, and let us know what you think! We hope you enjoy the report! Thanks all! Viktor eyJrIjoiYmU0ZjYzYmItMTE0NC00NTRiLTkwZTYtNDkzZDYwOTA5ZWI5IiwidCI6IjRiYjUwOGE5LTc1MzQtNGY0OC1iOTQxLTNkNDhlZGY5YzM3YSJ9
