Forwarded from Data science/ML/AI
📊 Infographic Elements That Every Data Person Should Master 🚀
After years of working with data, I can tell you one thing:
👉 The
Here’s your quick visual toolkit 👇
🔹 Timelines
* Sequential ⏩ great for processes
* Scaled ⏳ best for real dates/events
🔹 Circular Charts
* Donut 🍩 & Pie 🥧 for proportions
* Radial 🌌 for progress or cycles
* Venn 🎯 when you want to show overlaps
🔹 Creative Comparisons
* Bubble 🫧 & Area 🔵 for impact by size
* Dot Matrix 🔴 for colorful distributions
* Pictogram 👥 when storytelling matters most
🔹 Classic Must-Haves
* Bar 📊 & Histogram 📏 (clear, reliable)
* Line 📈 for trends
* Area 🌊 & Stacked Area for the “big picture”
🔹 Advanced Tricks
* Stacked Bar 🏗 when categories add up
* Span 📐 for ranges
* Arc 🌈 for relationships
💡 Pro tip from experience:
If your audience doesn’t “get it” in 3 seconds, change the chart. The best visualizations
After years of working with data, I can tell you one thing:
👉 The
chart ou choose is as important as the data itself.Here’s your quick visual toolkit 👇
🔹 Timelines
* Sequential ⏩ great for processes
* Scaled ⏳ best for real dates/events
🔹 Circular Charts
* Donut 🍩 & Pie 🥧 for proportions
* Radial 🌌 for progress or cycles
* Venn 🎯 when you want to show overlaps
🔹 Creative Comparisons
* Bubble 🫧 & Area 🔵 for impact by size
* Dot Matrix 🔴 for colorful distributions
* Pictogram 👥 when storytelling matters most
🔹 Classic Must-Haves
* Bar 📊 & Histogram 📏 (clear, reliable)
* Line 📈 for trends
* Area 🌊 & Stacked Area for the “big picture”
🔹 Advanced Tricks
* Stacked Bar 🏗 when categories add up
* Span 📐 for ranges
* Arc 🌈 for relationships
💡 Pro tip from experience:
If your audience doesn’t “get it” in 3 seconds, change the chart. The best visualizations
speak louder than numbers👍3
Top 20 Countries by YouTube Users (2025)
1. 🇮🇳 India – 491 Million
2. 🇺🇸 United States – 253M
3. 🇧🇷 Brazil – 144M
4. 🇮🇩 Indonesia – 143M
5. 🇲🇽 Mexico – 83.6M
6. 🇯🇵 Japan – 78.7M
7. 🇩🇪 Germany – 65.5M
8. 🇻🇳 Vietnam – 62.3M
9. 🇵🇭 Philippines – 57.7M
10. 🇹🇷 Turkey – 57.5M
11. 🇵🇰 Pakistan – 55.9M
12. 🇬🇧 United Kingdom – 54.8M
13. 🇪🇬 Egypt – 50.7M
14. 🇫🇷 France – 50.4M
15. 🇹🇭 Thailand – 47.6M
16. 🇧🇩 Bangladesh – 44.6M
17. 🇰🇷 South Korea – 43.4M
18. 🇮🇹 Italy – 42.2M
19. 🇪🇸 Spain – 39.7M
20. 🇦🇷 Argentina – 32.2M
Source: Statista – Feb 2025
1. 🇮🇳 India – 491 Million
2. 🇺🇸 United States – 253M
3. 🇧🇷 Brazil – 144M
4. 🇮🇩 Indonesia – 143M
5. 🇲🇽 Mexico – 83.6M
6. 🇯🇵 Japan – 78.7M
7. 🇩🇪 Germany – 65.5M
8. 🇻🇳 Vietnam – 62.3M
9. 🇵🇭 Philippines – 57.7M
10. 🇹🇷 Turkey – 57.5M
11. 🇵🇰 Pakistan – 55.9M
12. 🇬🇧 United Kingdom – 54.8M
13. 🇪🇬 Egypt – 50.7M
14. 🇫🇷 France – 50.4M
15. 🇹🇭 Thailand – 47.6M
16. 🇧🇩 Bangladesh – 44.6M
17. 🇰🇷 South Korea – 43.4M
18. 🇮🇹 Italy – 42.2M
19. 🇪🇸 Spain – 39.7M
20. 🇦🇷 Argentina – 32.2M
Source: Statista – Feb 2025