DATA_VISUALIZATION_BDS Telegram 1085
Forwarded from Data science/ML/AI
πŸ“Š Infographic Elements That Every Data Person Should Master πŸš€

After years of working with data, I can tell you one thing:
πŸ‘‰ The chart ou choose is as important as the data itself.

Here’s your quick visual toolkit πŸ‘‡

πŸ”Ή Timelines

* Sequential ⏩ great for processes
* Scaled ⏳ best for real dates/events

πŸ”Ή Circular Charts

* Donut 🍩 & Pie πŸ₯§ for proportions
* Radial 🌌 for progress or cycles
* Venn 🎯 when you want to show overlaps

πŸ”Ή Creative Comparisons

* Bubble 🫧 & Area πŸ”΅ for impact by size
* Dot Matrix πŸ”΄ for colorful distributions
* Pictogram πŸ‘₯ when storytelling matters most

πŸ”Ή Classic Must-Haves

* Bar πŸ“Š & Histogram πŸ“ (clear, reliable)
* Line πŸ“ˆ for trends
* Area 🌊 & Stacked Area for the β€œbig picture”

πŸ”Ή Advanced Tricks

* Stacked Bar πŸ— when categories add up
* Span πŸ“ for ranges
* Arc 🌈 for relationships

πŸ’‘ Pro tip from experience:
If your audience doesn’t β€œget it” in 3 seconds, change the chart. The best visualizations speak louder than numbers
πŸ‘3



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πŸ“Š Infographic Elements That Every Data Person Should Master πŸš€

After years of working with data, I can tell you one thing:
πŸ‘‰ The chart ou choose is as important as the data itself.

Here’s your quick visual toolkit πŸ‘‡

πŸ”Ή Timelines

* Sequential ⏩ great for processes
* Scaled ⏳ best for real dates/events

πŸ”Ή Circular Charts

* Donut 🍩 & Pie πŸ₯§ for proportions
* Radial 🌌 for progress or cycles
* Venn 🎯 when you want to show overlaps

πŸ”Ή Creative Comparisons

* Bubble 🫧 & Area πŸ”΅ for impact by size
* Dot Matrix πŸ”΄ for colorful distributions
* Pictogram πŸ‘₯ when storytelling matters most

πŸ”Ή Classic Must-Haves

* Bar πŸ“Š & Histogram πŸ“ (clear, reliable)
* Line πŸ“ˆ for trends
* Area 🌊 & Stacked Area for the β€œbig picture”

πŸ”Ή Advanced Tricks

* Stacked Bar πŸ— when categories add up
* Span πŸ“ for ranges
* Arc 🌈 for relationships

πŸ’‘ Pro tip from experience:
If your audience doesn’t β€œget it” in 3 seconds, change the chart. The best visualizations speak louder than numbers

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