Tips for Creating Engaging Data Presentations

Think about the last presentation you sat through. Do you remember anything from it? Probably not. Most presentations fail because they are: ❌ Overloaded with bullet points ❌ Devoid of emotion ❌ Data dumps with no clear story The good news? You can make your presentation unforgettable with these 7 simple shifts: 1. Start with a Hook, Not an Intro Most presenters begin with "I'm excited to be here today..." and lose the audience immediately. Fix: Grab attention from the start. Example: “Your company is losing $10M a year—and you don’t even know why.” 2. Tell a Story, Not Just Data People remember stories, not statistics. Instead of listing facts, wrap them in a compelling narrative. Fix: Use the “Problem → Struggle → Solution” technique. Example: "Before using our system, Sarah’s team spent 3 hours a day on reports. She tried different tools, but nothing worked—until she found our solution. Now? Just 15 minutes a day." 3. Use Contrast & Surprise The brain is wired for novelty. If your presentation sounds predictable, people will tune out. Fix: Vary your tone, pace, and visuals. Drop in an unexpected question, statistic, or pause to keep them engaged. 4. Say Less, Mean More Too much information overloads the audience. They���ll remember nothing. Fix: Cut the fluff. Stick to one core message per slide, per section, per speech. 5. Make It Visual Bullet points don’t inspire. Images and metaphors do. Fix: Instead of saying “Our product is faster,” show a race car next to a bicycle. 6. End with a Bang, Not a Fizzle Most presentations end with “Thank you” and no real impact. Fix: Leave them with one key idea and a clear next step. Example: “If you only take away one thing today, let it be this…” 7. Master the Pause Most speakers talk too fast and leave no room for ideas to sink in. Fix: Silence is power. Pause after key points to let them land. 💡 A great presentation isn’t about information—it’s about transformation. Make your next one impossible to forget. What’s the most memorable presentation you’ve ever seen? Drop a comment below! ⬇

One great presentation can do what multiple applications can't. Over the years, my presentations have earned awards, speaking invitations, and opportunities I never applied for. Most recently, at MAA MathFest 2024, someone from the audience approached me and said: "Your talk was so engaging. You made such a complex topic accessible." On the spot, he invited me to speak to high school students in Chicago. Full expenses paid + speaker fee. Here is the framework I use every single time... (You might want to save this.) 1. Know your audience before you make a single slide → Kids? Public? Policy makers? Academics? → Your job is to design your talk to suit them. → Picture one person in the audience, let's call them "Bola." 2. Map out the entire talk first → Write the takeaway from each slide in one sentence. → Connect each slide logically to the next. → Ask yourself: Will Bola digest this information? 3. Ditch the jargon → Would Bola understand this? → If not, go back to the drawing board. → Use simple, plain English. 4. Make it visual → One message per slide. Big font. Bullet points. → Use visuals or illustrations instead of text (if possible.)  → The moment your audience starts reading your slides, you've lost them. 5. Practice as you build each slide → After creating each slide, ask: What will I say here? → This reveals what to add, remove, or fix as you go. → Once done, practice the full presentation again. 6. Never read off your slides during delivery → Deliver like you're telling a story. → Everything on screen is just supporting visuals. → Know your slides inside out. Keep eye contact. 7. Use your body language intentionally → Don't stare at the ceiling, ground, or stand frozen. → Your movement and energy speak louder than words. → This automatically communicates confidence and authority. Great presentations aren’t about showing how smart you are. They’re about making your audience feel something... curiosity, clarity, and inspiration. That’s what makes you memorable. And that’s what opens doors. --- PS: What's ONE thing that's helped you improve your presentations? PPS: Want to see this framework in action? Link to the Chicago talk is in the comments. ♻️ REPOST if this was useful. Thanks!

There's nothing more painful than watching a data scientist stumble through a presentation without a framework. They dump data, show too many charts, forget to make a recommendation - and wonder why nothing happens. What they're missing is a proven structure that actually persuades. Here's the battle-tested structure that data scientist Russell E. Walker, PhD taught me from his experiences in competitive debate, that transforms technical presentations into persuasive business cases: 1. 𝗛𝗔𝗥𝗠 - 𝗪𝗵𝗮𝘁'𝘀 𝘁𝗵𝗲 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗽𝗿𝗼𝗯𝗹𝗲𝗺? ✴️ Don't just state facts - frame the problem in terms your audience cares about For example: ✴️ For a medical audience: "Patient hospitalizations increased 20%"   ✴️ For a finance audience: "Hospitalization costs increased 20%" Same data, different framing 2. 𝗦𝗜𝗚𝗡𝗜𝗙𝗜𝗖𝗔𝗡𝗖𝗘 - 𝗛𝗼𝘄 𝗯𝗶𝗴 𝗶𝘀 𝘁𝗵𝗲 𝗶𝗺𝗽𝗮𝗰𝘁? ✴️ Quantify the harm in dollars, time, or other metrics that matter  ✴️ Put it in context (e.g. "This represents 15% of our annual profit") ✴️ Make it material to business goals 3. 𝗜𝗡𝗛𝗘𝗥𝗘𝗡𝗖𝗬 - 𝗪𝗵𝘆 𝘄𝗼𝗻'𝘁 𝘁𝗵𝗶𝘀 𝗳𝗶𝘅 𝗶𝘁𝘀𝗲𝗹𝗳? ✴️ Identify the root cause  ✴️ Show the problem is systemic, not temporary   ✴️ Prove intervention is necessary (e.g. "This trend has continued for 18 months despite normal business cycles"). 4. 𝗦𝗢𝗟𝗩𝗘𝗡𝗖𝗬 - 𝗛𝗼𝘄 𝗱𝗼𝗲𝘀 𝘆𝗼𝘂𝗿 𝗿𝗲𝗰𝗼𝗺𝗺𝗲𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝘀𝗼𝗹𝘃𝗲 𝗶𝘁? ✴️ Present your plan or recommendation  ✴️ Connect the dots: show exactly how your solution addresses the root cause  ✴️ Loop back to the original harm (e.g. "This will reduce hospitalizations by X%, saving $Y annually") This works because you're taking your audience on a logical journey from problem to solution - each step builds on the previous one. And it works for any data science presentation - whether you're presenting a model, recommending process changes, or requesting resources. Try this structure in your next presentation. Start with the business problem your audience cares about, not with your methodology. Stop watching your brilliant insights get ignored because of poor presentation structure. How do you currently structure your data science presentations? #datascience #business #career --- 👋 If you enjoyed this, you'll enjoy my newsletter. Twice weekly, I share insights to help data scientists get noticed, promoted and valued. Click "Visit my website" under my name to join.

Imagine you've performed an in-depth analysis and uncovered an incredible insight. You’re now excited to share your findings with an influential group of stakeholders. You’ve been meticulous, eliminating biases, double-checking your logic, and ensuring your conclusions are sound. But even with all this diligence, there’s one common pitfall that could diminish the impact of your insights: information overload. In our excitement, we sometimes flood stakeholders with excessive details, dense reports, cluttered dashboards, and long presentations filled with too much information. The result is confusion, disengagement, and inaction. Insights are not our children, we don’t have to love them equally. To truly drive action, we must isolate and emphasize the insights that matter most—those that directly address the problem statement and have the highest impact. Here’s how to present insights effectively to ensure clarity, engagement, and action: ✅ Start with the Problem – Frame your insights around the problem statement. If stakeholders don’t see the relevance, they won’t care about the data. ✅ Prioritize Key Insights – Not all insights are created equal. Share only the most impactful findings that directly influence decision-making. ✅ Tell a Story, Not Just Show Data– Structure your presentation as a narrative: What was the challenge? What did the data reveal? What should be done next? A well-crafted story is more memorable than a raw data dump. ✅ Use Clean, Intuitive Visuals – Data-heavy slides and cluttered dashboards overwhelm stakeholders. Use simple, insightful charts that highlight key takeaways at a glance. ✅ Make Your Recommendations Clear– Insights without action are meaningless. End with specific, actionable recommendations to guide decision-making. ✅ Encourage Dialogue, Not Just Presentation – Effective communication is a two-way street. Invite questions and discussions to ensure buy-in from stakeholders. ✅ Less is More– Sometimes, one well-presented insight can be more powerful than ten slides of analysis. Keep it concise, impactful, and decision-focused. Before presenting, ask yourself: Am I providing clarity or creating confusion? The best insights don’t just inform—they inspire action. What strategies do you use to make your insights more actionable? Let’s discuss! P.S: I've shared a dashboard I reviewed recently, and thought it was overloaded and not actionably created

90% of data presentations fail to drive decisions Most professionals focus purely on data quality. But even perfect data fails without effective translation. Numbers are a foreign language to human brains. We evolved to understand experiences, not statistics. Transform your data presentations: Remove meaningless comparisons like "5 Empire State Buildings" Replace percentages with human scales: - "47% increase in costs" becomes "Every $2 now costs $3" - "14% of employees" becomes "1 in 7 team members" - "20% efficiency gain" becomes "saving 1 full day per week" Connect numbers to business impact: - Link metrics to current priorities - Show immediate implications - Demonstrate practical value My team implemented this framework last quarter: - Proposal approvals tripled - Meeting time decreased 50% - Decision cycles shortened by 4 days Start translating your data into human experiences. Your audience deserves clarity, not just accuracy.

Master the art of Financial Storytelling 🧑🏫 Your numbers tell a story, but are you telling it right? 👇 Numbers without context are just digits on a page. The real power comes from transforming those numbers into insights that drive action. ➡️ COMMON MISTAKES IN FINANCIAL REPORTING Let's start with what NOT to do when presenting financials: 1️⃣ Dropping raw numbers without context Raw data overwhelms your audience. When you say "Revenue grew to $100K," what does that mean for the business? 2️⃣ Reading slide content word-for-word Your presentation should add value beyond what's written. Share insights that aren't visible in the numbers. 3️⃣ Rushing through without pausing for questions Financial data needs time to digest. Create moments for discussion and clarification. ➡️ BUILDING A COMPELLING FINANCIAL STORY Here's how to transform your financial presentations: 1️⃣ Start with the fundamentals Always begin by establishing context. What's normal? What's exceptional? What benchmarks matter? 2️⃣ Connect data points to strategy Show how financial results link to business decisions. If working capital improved, explain which specific actions drove that improvement. 3️⃣ Use comparisons effectively - Period over period changes - Budget vs actuals - Year over year trends - Industry benchmarks 4️⃣ Structure your narrative - What happened? - Why did it happen? - What does it mean for the future? - What actions should we take? ➡️ COMPONENTS OF GREAT FINANCIAL STORYTELLING 1️⃣ Clear Dashboards Start with a clean, focused view of KPIs that matter most. Don't overwhelm with data. 2️⃣ Strategic Context Show how financial results connect to company goals and market conditions. 3️⃣ Forward-Looking Analysis Use current data to paint a picture of future opportunities and challenges. 4️⃣ Action Items End every presentation with clear next steps and decision points. ➡️ PRACTICAL TIPS FOR IMPLEMENTATION 1️⃣ Know your audience CFO needs different details than the marketing team. Adjust your depth accordingly. 2️⃣ Use visual aids Graphs and charts can illustrate trends better than tables of numbers. 3️⃣ Practice active listening Watch for confusion or disengagement. Adjust your presentation based on real-time feedback. 4️⃣ Create discussion points Plan specific moments to pause and engage with your audience. === Remember: Financial storytelling isn't about making numbers sound good. It's about helping stakeholders make informed decisions. What techniques do you use to make financial data more engaging? Share your thoughts in the comments below 👇

Most charts get ignored. Great ones get remembered. If your data doesn’t spark clarity, it won’t drive action. You don’t need louder visuals. You need smarter storytelling. Here are 7 shifts to help your charts inform, engage, and stick: 1️⃣ Focus on what matters ➟ Cut out clutter and extras. ➟ Use only what drives understanding. 2️⃣ Remove visual noise ➟ Ditch the 3D, shadows, and flashy backgrounds. ➟ Keep attention on the message. 3️⃣ Make complex info simple ➟ Use clear layouts. ➟ Break things down, step by step. 4️⃣ Use color with purpose ➟ Choose colors for contrast, not decoration. ➟ Be mindful of accessibility. 5️⃣ Lead with the point ➟ Use the Pyramid Principle. ➟ Start with the insight, support it underneath. 6️⃣ Annotate the story ➟ Add callouts or notes to guide attention. ➟ Connect the dots for the viewer. 7️⃣ Keep your style consistent ➟ Fonts, layout, and colors should flow. ➟ Design is clarity, not decoration. The takeaway: Every graph, chart, and slide is a chance to lead through insight. Use structure to show the story—and make it stick. What’s one data mistake you see all the time? Drop it below. Let’s help each other improve our slides. 📌 Save this before your next presentation 🔁 Share with your team to sharpen their storytelling 👤 Follow Jay Mount for high-trust tips on data, clarity, and communication that moves people.

Your execs don’t hate data...they hate how you present it 73.5% of managers and executives at data-leading companies say their decisions are always data-driven (Passive Secrets, 2025). But here’s the kicker: ↳ Many execs in YOUR company probably still roll their eyes when you bring up data. Not because they don’t care, but because they don’t understand what you’re saying. I know this because I’ve been on both sides. I’ve been the data analyst, the one diving deep into numbers, and I’ve also been the executive, the one making business decisions. And let me tell you: the gap is REAL. Data isn’t the problem. The way you deliver it is. If you want execs to beg for insights instead of avoiding them, you need to ditch the tech talk and start playing smarter. Here’s how: 1. Speak their language (ditch the jargon) ↳ If you start talking about “regression models” and “standard deviations,” they’re already tuning out. 💡 What to do instead? Translate it into business value. Better yet...tie it to THEIR interests. Try starting with: “Here’s how this impacts your bonus...” Watch their ears perk up. 2. Deliver quick wins (make data the hero) ↳ Executives don’t have time to sit through a 50-slide presentation on why your dashboard is revolutionary. 💡 What to do instead? Solve a tiny but painful problem FAST. Show them that data = speed, not headaches. 3. Keep it short (serve data like espresso shots ☕) ↳ You wouldn’t chug an entire pot of coffee in one sitting, right? ↳ Then why are you flooding your execs with 20-page reports? 💡 What to do instead? Give them one stat, one insight, and one action. 4. Tell a story (make data stick) ↳ Facts fade. ↳ Stories stick. 💡 What to do instead? Frame your data like a narrative. Use “you” 3x more than “data.” Make it personal. 5. Let them ‘steal’ the Idea (It’s psychology, not ego) ↳ Execs love their own ideas. ↳ Make them think they came up with yours. 💡 What to do instead? Ask: “What’s your gut feeling?” before showing the data. Now they’re invested. Now they want to see the numbers. 6. Address their hidden fears (Data = their safety net) ↳ Every exec has an unspoken worry...missing revenue goals, losing market share, failing to impress investors. 💡 What to do instead? Position data as their insurance policy. 7. Leave them hungry for more (The curiosity play) ↳ Want them to start chasing YOU for insights? ↳ Don’t dump everything at once. 💡 What to do instead? End every conversation with a question. ✔️ Data isn’t boring. ❌ Bad delivery is. What’s one data insight you WISH your execs would get excited about? Drop it in the comments. 👇 ♻️ Repost and tag someone who needs to hear this today. 📌 Found it helpful? Save for later. 👉🏻 Follow Glenda Carnate for more tips on Data/AI! #analytics #executives #entrepreneurship #innovation #data #ai 

📊💡 Mastering Data Visualization: Tips for Clear and Compelling Presentation In today's data-driven world, effective data visualization is key to conveying insights and driving decision-making. As data analysts, we understand the power of information. But presenting that data in a way that is not only clear but also compelling is an art form in itself. Here are some tips and best practices for mastering data visualization: 1. **Know Your Audience**: Before diving into visualization, understand who you're presenting to and what they care about. Tailor your visualizations to their level of expertise and interests. 2. **Simplify Complex Data**: Complexity can overwhelm and obscure your message. Simplify your visualizations by focusing on the most important insights. 3. **Choose the Right Visualization Type**: Different types of data lend themselves to different visualization formats. Choose the visualization type that best conveys your message and makes it easy for your audience to understand. 4. **Emphasize Key Insights**: Use visual cues to draw attention to the most important insights in your data. 5. **Tell a Story with Your Data**: Structure your visualizations in a logical sequence that leads your audience from problem to insight to action. 6. **Iterate and Solicit Feedback**: Data visualization is an iterative process. Continuous refinement based on feedback will help you create more effective and impactful visualizations over time. Tools such as Tableau, Power BI, and Python libraries like Matplotlib and Seaborn can be incredibly useful in creating visually stunning and informative visualizations. The real magic happens when you combine technical expertise with a keen eye for design and storytelling. Let's continue to harness the power of data visualization to unlock insights, tell compelling stories, and drive decision-making in our organizations. 🚀💻 #datavisualization #analytics

I’ve analyzed 100s of presentations over the years. The difference between good presentations and great ones often comes down to this… Contrast. Contrast creates the tension between the audience’s present reality and desired future. And, when done right, that tension leads to action. Here are the three most persuasive forms of contrast: #1: Problem-Solution Start by establishing a specific problem your audience faces, then reveal how your solution directly addresses it. This builds urgency before positioning yourself as the cure. In my TED Talk, I used this framework to demonstrate how presentations often fail to move audiences. I first established the problem: many presentations lack emotional impact and fail to inspire action. Then I revealed the solution: a specific structure behind history’s great talks that creates contrast between the audience's present reality and their desired future. The key is spending enough time on the problem before rushing to your solution. Make the pain real. Use specific examples, emotional language, and quantify the impact. #2: Compare-Contrast Structure your content by showing how two approaches differ…the current state vs. the future state. This creates natural tension between where the audience is and where they could be. Here's how this could look with a marketing strategy presentation: The opening half focuses on your current marketing approach. You’d tell stories of what you’ve done and where that got you, showing campaign examples and results to create urgency for change. Then you shift to the new marketing strategy. You’d talk about what's possible if your team pursues this new direction, give compelling data, and connect it back to your company’s mission. This creates a natural contrast between the present state, which no one is satisfied with, and a future state with limitless potential. #3 Cause-Effect Organize your information to demonstrate clear causal relationships and inevitable outcomes. This makes your case feel like natural law rather than opinion. Here's how this could look with a customer service improvement presentation: You establish clear causal chains in your current situation… Long hold times cause customer frustration, which causes negative reviews, which damages your brand, which leads to lost sales. Then show how your solution creates a new chain… Your omnichannel platform causes faster response times, which causes improved satisfaction, which leads to positive reviews and higher retention. Each link builds logically to the next, helping your audience follow the inevitable consequences of both action and inaction. But there’s a secret ingredient you need if you want any of these forms of contrast to truly convince your audience. Story. That’s why I made a FREE multi-media version of my award-winning book, Resonate, that gives you skills in using story in your presentations. You can grab your copy by clicking the link in the comments. #presentationskills