#datawithshoaib 搜尋結果
Your dashboard isn’t for you. It’s for someone who doesn’t know SQL, Python, or DAX. If they can’t understand it in 5 seconds, it’s not done. ✅ Clear titles ✅ Intuitive filters ✅ Minimal noise Make data feel simple. That’s real skill. #DataWithShoaib
The biggest mistake new analysts make? 🔁 Doing analysis in a vacuum. No context. No feedback. No business goal. Data without direction = noise. 📢 Talk to stakeholders. 🎯 Ask what decisions your work will drive. Then open your tools. #DataWithShoaib
Power BI visuals look cool, but your model is doing all the heavy lifting. ✅ Star schema over spaghetti ✅ Relationships > LOOKUP mess ✅ Measures > Calculated columns ✅ DAX clarity > DAX tricks Good models make great dashboards easy. #DataWithShoaib
If you still think Excel is "just for beginners"—you haven’t seen a real analyst at work. 🧠 Power Query 📊 Pivot Tables 📌 Dynamic dashboards ⚡ Quick analysis under pressure In the real world, Excel often saves the day—fast. #DataWithShoaib
Python is powerful—but messy scripts = messy insights. Clean workflow > Clever code. ✅ Use functions ✅ Keep notebooks modular ✅ Document assumptions ✅ Version your work Treat your analysis like a product. Reproducibility is a superpower. #DataWithShoaib
Data analysis ≠ just finding answers. It's also about knowing when the data can't answer the question. 🔍 Not every insight lives in a chart. Sometimes, it’s in what’s missing. Great analysts highlight uncertainty—not just certainty. #DataWithShoaib
Most data projects fail quietly. Not because of bad code—but because no one scoped the problem right. Before touching Python or Power BI: ✔️ Align on the goal ✔️ Define success metrics ✔️ Know your stakeholders Clean problems > Clean data #DataWithShoaib
Made one Power BI report. Added 12 slicers, 4 donut charts, and a rainbow color theme. Now calling it a “Business Intelligence Solution.” Meanwhile, no one knows what decision to make. #DataWithShoaib #PowerBIProblems #DashboardDisasters #AnalyticsHumor
Made one Power BI report. Added 12 slicers, 4 donut charts, and a rainbow color theme. Now calling it a “Business Intelligence Solution.” Meanwhile, no one knows what decision to make. #DataWithShoaib #PowerBIProblems #DashboardDisasters #AnalyticsHumor
The biggest mistake new analysts make? 🔁 Doing analysis in a vacuum. No context. No feedback. No business goal. Data without direction = noise. 📢 Talk to stakeholders. 🎯 Ask what decisions your work will drive. Then open your tools. #DataWithShoaib
Power BI visuals look cool, but your model is doing all the heavy lifting. ✅ Star schema over spaghetti ✅ Relationships > LOOKUP mess ✅ Measures > Calculated columns ✅ DAX clarity > DAX tricks Good models make great dashboards easy. #DataWithShoaib
If you still think Excel is "just for beginners"—you haven’t seen a real analyst at work. 🧠 Power Query 📊 Pivot Tables 📌 Dynamic dashboards ⚡ Quick analysis under pressure In the real world, Excel often saves the day—fast. #DataWithShoaib
Python is powerful—but messy scripts = messy insights. Clean workflow > Clever code. ✅ Use functions ✅ Keep notebooks modular ✅ Document assumptions ✅ Version your work Treat your analysis like a product. Reproducibility is a superpower. #DataWithShoaib
Data analysis ≠ just finding answers. It's also about knowing when the data can't answer the question. 🔍 Not every insight lives in a chart. Sometimes, it’s in what’s missing. Great analysts highlight uncertainty—not just certainty. #DataWithShoaib
Your dashboard isn’t for you. It’s for someone who doesn’t know SQL, Python, or DAX. If they can’t understand it in 5 seconds, it’s not done. ✅ Clear titles ✅ Intuitive filters ✅ Minimal noise Make data feel simple. That’s real skill. #DataWithShoaib
Most data projects fail quietly. Not because of bad code—but because no one scoped the problem right. Before touching Python or Power BI: ✔️ Align on the goal ✔️ Define success metrics ✔️ Know your stakeholders Clean problems > Clean data #DataWithShoaib
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