Data visualization – Telegram
Data visualization
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Data visualization and visual analytics

Charts, visual statistics and global trends.
Data stories about people, countries and tech.

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Contact: @mldatascientist
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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 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
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Microsoft Total Compensation
Suicide Rates Around The World
Companies Leading With Skills-first Hiring
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
Forwarded from Tech News
Instagram has grown to 3 billion monthly users, Meta CEO Mark Zuckerberg announced in a post on Threads yesterday, calling it “an incredible community we’ve built here.”

So i had to create a comparison with other social networks 😊
The longest Reigning Monarchs in History
🚶‍♂️ Top 10 Safest Countries to Walk Alone at Night

1.🇸🇬 Singapore — 98%
2.🇹🇯 Tajikistan — 95%
3.🇨🇳 China — 94%
4.🇴🇲 Oman — 94%
5.🇸🇦 Saudi Arabia — 93%
6.🇭🇰 Hong Kong SAR, China — 91%
7.🇰🇼 Kuwait — 91%
8.🇳🇴 Norway — 91%
9.🇧🇭 Bahrain — 90%
10.🇦🇪 UAE — 90%
2
Most Valuable Private Companies
The Countries With The Highest Density of Robot Workers
Top Employees Globally
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Apple or Android Nation?
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💰 The World’s Fastest Growing Wealth Hubs

1.🇨🇳 Shenzhen – 142%
2.🇺🇸 Scottsdale – 125%
3.🇮🇳 Bengaluru – 120%
4.🇺🇸 West Palm Beach – 112%
5.🇨🇳 Hangzhou – 108%
6.🇦🇪 Dubai – 102%
7.🇺🇸 The Bay Area – 98%
8.🇺🇸 Miami – 94%
9.🇺🇸 Washington DC – 92%
10.🇺🇸 Austin – 90%
11.🇨🇳 Guangzhou – 88%
12.🇺🇸 Dallas – 85%
13.🇵🇱 Warsaw – 83%
14.🇮🇳 Delhi – 82%
15.🇦🇪 Abu Dhabi – 80%
16.🇺🇸 Houston – 75%
17.🇨🇳 Beijing – 72%
18.🇮🇳 Mumbai – 69%
19.🇨🇳 Shanghai – 67%
20.🇸🇦 Riyadh – 65%

Millionaire growth % from 2014 to 2024 – only cities with over 10,000 millionaire residents
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Most Important Job Skills
💰 World’s Richest Person by Year:

2007 – 🇺🇸 Warren Buffett ($62 bn)
2008 – 🇺🇸 Bill Gates ($40 bn)
2009 – 🇲🇽 Carlos Slim ($53.5 bn)
2010 – 🇲🇽 Carlos Slim ($74 bn)
2011 – 🇲🇽 Carlos Slim ($69 bn)
2012 – 🇲🇽 Carlos Slim ($73 bn)
2013 – 🇺🇸 Bill Gates ($76 bn)
2014 – 🇺🇸 Bill Gates ($79.2 bn)
2015 – 🇺🇸 Bill Gates ($86 bn)
2016 – 🇺🇸 Jeff Bezos ($112 bn)
2017 – 🇺🇸 Jeff Bezos ($131 bn)
2018 – 🇺🇸 Jeff Bezos ($113 bn)
2019 – 🇺🇸 Jeff Bezos ($177 bn)
2020 – 🇺🇸 Elon Musk ($264 bn)
2021 – 🇫🇷 Bernard Arnault ($233 bn)
2022 – 🇫🇷 Bernard Arnault ($238 bn)
2023 – 🇺🇸 Elon Musk ($342 bn)
2024 – 🇺🇸 Elon Musk ($400 bn)
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AI use for life situation, Cooking and Meal planning tops the charts
Nations That Shop Online The Most
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The Best Selling Mobile Phones of All Time
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🖥 Internet users:

1990 - 2.6M
1995 - 39.2M
2000 - 361M
2005 - 1.0B
2010 - 1.9B
2015 - 3.0B
2020 - 4.5B
2025 - 5.6B

Source: Digital 2025 Report by DataReportal
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Global Leader Approval Ratings
1
Grok Code hits massive 2.2TRILLION tokens on Kilo Code monthly usage with leading adoption no competitor can match