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Data Visualization

Data Visualization

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Data visualization and visual analytics Charts, visual statistics and global trends. Data stories about people, countries and tech. Join 👉 https://rebrand.ly/bigdatachannels DMCA: @disclosure_bds Contact: @mldatascientist

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Countries with the highest prison population
Countries with the highest prison population

Percentage of Black People in European Populations: 🇫🇷 France: 8.43% 🇵🇹 Portugal: 4.35% 🇬🇧 UK: 3.95% 🇧🇪 Belgium: 3.57
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Percentage of Black People in European Populations: 🇫🇷 France: 8.43% 🇵🇹 Portugal: 4.35% 🇬🇧 UK: 3.95% 🇧🇪 Belgium: 3.57% 🇸🇪 Sweden: 3.09% 🇳🇱 Netherlands: 2.83% 🇳🇴 Norway: 2.50% 🇨🇭 Switzerland: 2.11% 🇮🇪 Ireland: 1.31% 🇮🇹 Italy: 1.20% 🇪🇸 Spain: 1.17% 🇩🇰 Denmark: 0.91% 🇫🇮 Finland: 0.85% 🇩🇪 Germany: 0.65% 🇦🇹 Austria: 0.51% 🇪🇪 Estonia: 0.10% 🇭🇺 Hungary: 0.08% 🇨🇿 Czechia: 0.04% 🇷🇴 Romania: 0.03% 🇵🇱 Poland: 0.02% 🇷🇺 Russia: 0.02% 🇱🇻 Latvia: 0.02% (Eurostat)

💰 Wealth Needed to Be in the Richest 1% 1. 🇲🇨 Monaco ➜ $12.4m 2. 🇨🇭 Switzerland ➜ $6.6m 3. 🇦🇺 Australia ➜ $5.5m 4. 🇳🇿 New Zealand ➜ $5.2m 5. 🇺🇸 USA ➜ $5.1m 6. 🇮🇪 Ireland ➜ $4.3m 7. 🇸🇬 Singapore ➜ $3.5m 8. 🇫🇷 France ➜ $3.5m 9. 🇭🇰 Hong Kong ➜ $3.4m 10. 🇬🇧 UK ➜ $3.3m 11. 🇮🇹 Italy ➜ $2.6m 12. 🇪🇸 Spain ➜ $2.5m 13. 🇯🇵 Japan ➜ $1.7m 14. 🇦🇪 UAE ➜ $1.6m 15. 🇨🇳 China ➜ $0.96m 16. 🇨🇿 Czechia ➜ $0.88m 17. 🇸🇦 Saudi Arabia ➜ $0.74m 18. 🇷🇴 Romania ➜ $0.58m 19. 🇲🇾 Malaysia ➜ $0.48m 20. 🇧🇷 Brazil ➜ $0.43m 21. 🇲🇽 Mexico ➜ $0.38m 22. 🇮🇳 India ➜ $0.17m 23. 🇿🇦 South Africa ➜ $0.10m 24. 🇵🇭 Philippines ➜ $0.05m 25. 🇰🇪 Kenya ➜ $0.02m Source: Knight Frank Wealth Sizing Model, 2024

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or via the links below 👇 📌 Channels and their discussion groups • Free courses by Big Data Specialist  → linked discussion group • Data Science / ML / AI  → linked discussion group • GitHub Repositories  → linked discussion group • Coding Interview Preparation  → linked discussion group • Data Visualization  → linked discussion group • Python Learning  → linked discussion group • Tech News  → linked discussion group • Logic Quest  → linked discussion group • Data Science Research Papers  → linked discussion group • Web Development  → linked discussion group • AI Revolution  → linked discussion group • Talks with ChatGPT  → linked discussion group • Programming Memes  → linked discussion group • Code Comics  → linked discussion group 💬 Join the conversations, ask questions, share your journey.  Looking forward to connecting with you all 🚀 I will share this message across all our channels so everyone can see it. Hope you do not mind 🙏  See you in the discussions 👋

Share of People Who Often Buy Clothes They Never Wear
Share of People Who Often Buy Clothes They Never Wear

Bitcoin Owners : 1. 🇮🇳 India: 85.5M 2. 🇨🇳 China: 27.8M 3. 🇺🇸 United States: 20.5M 4. 🇳🇬 Nigeria: 15.2M 5. 🇮🇩 Indone
Bitcoin Owners : 1. 🇮🇳 India: 85.5M 2. 🇨🇳 China: 27.8M 3. 🇺🇸 United States: 20.5M 4. 🇳🇬 Nigeria: 15.2M 5. 🇮🇩 Indonesia: 10.9M 6. 🇻🇳 Vietnam: 7.6M 7. 🇹🇷 Turkey: 6.9M 8. 🇵🇰 Pakistan: 5.7M 9. 🇵🇭 Philippines: 5.6M 10. 🇲🇽 Mexico: 4.1M 11. 🇹🇭 Thailand: 3.8M 12. 🇿🇦 South Africa: 3.4M 13. 🇯🇵 Japan: 2.9M 14. 🇩🇪 Germany: 2.9M 15. 🇷🇺 Russia: 2.5M Note: as of 2022. Source: World Population Review

Infographics we created based on the data above (previous message)👆 If you liked this format and want us to create more info
Infographics we created based on the data above (previous message)👆 If you liked this format and want us to create more infographics like this instead of the previous presentation style, show some love ❤️

🚢 Titanic Survival Rate. Total: 1st class - 62% 2nd class - 41% 3rd class - 25% Men: 1st class - 33% 2nd class - 8% 3rd clas
🚢 Titanic Survival Rate. Total: 1st class - 62% 2nd class - 41% 3rd class - 25% Men: 1st class - 33% 2nd class - 8% 3rd class - 16% Women: 1st class - 97% 2nd class - 86% 3rd class - 46% Children: 1st class - 83% 2nd class - 100% 3rd class - 34%

👱🏻‍♀️ Blonde Hair Percentage: 🇫🇮 Finland — 80% 🇸🇪 Sweden — 78% 🇳🇴 Norway — 75% 🇪🇪 Estonia — 70% 🇮🇸 Iceland — 70% 🇩🇰 Denmark — 68% 🇩🇪 Germany — 66% 🇳🇱 Netherlands — 66% 🇱🇻 Latvia — 66% 🇱🇹 Lithuania — 57% 🇬🇧 United Kingdom — 56% 🇨🇿 Czechia — 56% 🇧🇾 Belarus — 55% 🇦🇹 Austria — 54% 🇷🇺 Russia — 47% 🇵🇱 Poland — 46% 🇨🇭 Switzerland — 46% 🇺🇦 Ukraine — 45% 🇸🇰 Slovakia — 45% 🇮🇪 Ireland — 38% 🇫🇷 France — 37% 🇸🇮 Slovenia — 27% 🇭🇷 Croatia — 25% 🇧🇦 Bosnia and Herzegovina — 19% 🇮🇹 Italy — 15% 🇷🇴 Romania — 15% 🇪🇸 Spain — 12% 🇧🇬 Bulgaria — 10% 🇷🇸 Serbia — 10% 🇵🇹 Portugal — 9% 🇦🇱 Albania — 8% 🇬🇪 Georgia — 6% 🇹🇷 Turkey — 4% 🇬🇷 Greece — 4% 🇦🇲 Armenia — 3% Source: World Population Review

Expenditure on Advertisement/Research and Development per car sold in 2020 Among Top Car Manufacturers
Expenditure on Advertisement/Research and Development per car sold in 2020 Among Top Car Manufacturers

🇮🇳 Countries with the most Indian people: 1. 🇺🇸 United States — 5,409,062 2. 🇦🇪 United Arab Emirates — 3,568,848 3. 🇲🇾 Malaysia — 2,914,127 4. 🇨🇦 Canada — 2,875,954 5. 🇸🇦 Saudi Arabia — 2,463,509 6. 🇲🇲 Myanmar — 2,002,660 7. 🇬🇧 United Kingdom — 1,864,318 8. 🇿🇦 South Africa — 1,700,000 9. 🇱🇰 Sri Lanka — 1,607,500 10. 🇰🇼 Kuwait — 995,528 11. 🇦🇺 Australia — 976,000 12. 🇲🇺 Mauritius — 894,848 13. 🇶🇦 Qatar — 836,784 14. 🇳🇵 Nepal — 700,004 15. 🇴🇲 Oman — 686,635 16. 🇸🇬 Singapore — 650,000 17. 🇹🇹 Trinidad and Tobago — 549,545 18. 🇧🇭 Bahrain — 327,807 19. 🇬🇾 Guyana — 321,500 20. 🇫🇯 Fiji — 316,081 21. 🇫🇷 Réunion — 300,159 22. 🇳🇿 New Zealand — 270,000 23. 🇩🇪 Germany — 260,864 24. 🇳🇱 Netherlands — 228,787 25. 🇮🇹 Italy — 206,503 26. 🇸🇷 Suriname — 160,160 27. 🇵🇭 Philippines — 150,010 28. 🇹🇭 Thailand — 150,000 29. 🇮🇩 Indonesia — 134,817 30. 🇫🇷 France — 119,000 31. 🇮🇱 Israel — 105,000 Source: World Population Review

Gender Balance in World's Largest Countries
Gender Balance in World's Largest Countries

🐎 Countries with the most horses: 1. 🇺🇸 United States - 10.3M 2. 🇲🇽 Mexico - 6.4M 3. 🇧🇷 Brazil - 5.8M 4. 🇲🇳 Mongolia
🐎 Countries with the most horses: 1. 🇺🇸 United States - 10.3M 2. 🇲🇽 Mexico - 6.4M 3. 🇧🇷 Brazil - 5.8M 4. 🇲🇳 Mongolia - 4.8M 5. 🇰🇿 Kazakhstan - 3.9M 6. 🇨🇳 China - 3.7M 7. 🇦🇷 Argentina - 2.5M 8. 🇪🇹 Ethiopia - 2.2M 9. 🇨🇴 Colombia - 1.6M 10. 🇹🇩 Chad - 1.5M 11. 🇷🇺 Russia - 1.3M 12. 🇨🇺 Cuba - 907.8K 13. 🇸🇩 Sudan - 794.8K 14. 🇵🇪 Peru - 751.5K 15. 🇲🇱 Mali - 621K Note: Only 500K + considered. Source: World Population Review

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Military spending as a percentage of their economy: 1. 🇺🇦 Ukraine: 9.46% 2. 🇸🇦 Saudi Arabia: 8.19% 3. 🇴🇲 Oman: 8.11% 4. 🇶🇦 Qatar: 5.88% 5. 🇩🇿 Algeria: 5.70% 6. 🇰🇼 Kuwait: 5.66% 7. 🇮🇱 Israel: 5.09% 8. 🇯🇴 Jordan: 4.81% 9. 🇦🇲 Armenia: 4.53% 10. 🇦🇿 Azerbaijan: 4.53% . 12. 🇷🇺 Russia: 3.98% 14. 🇵🇰 Pakistan: 3.75% 17. 🇺🇸 United States: 3.48% 26. 🇸🇬 Singapore: 2.86% 31. 🇰🇷 South Korea: 2.69% 34. 🇮🇳 India: 2.58% 37. 🇮🇷 Iran: 2.32% 43. 🇹🇷 Turkey: 2.19% 44. 🇵🇱 Poland: 2.17% 48. 🇬🇧 United Kingdom: 2.12% 53. 🇦🇺 Australia: 1.93% 55. 🇫🇷 France: 1.91% 60. 🇳🇴 Norway: 1.81% 63. 🇵🇹 Portugal: 1.77% 65. 🇨🇳 China: 1.72% 81. 🇮🇹 Italy: 1.48% 85. 🇳🇱 Netherlands: 1.41% 91. 🇪🇸 Spain: 1.34% 95. 🇨🇦 Canada: 1.32% 96. 🇩🇪 Germany: 1.31% 98. 🇧🇷 Brazil: 1.29% 101. 🇧🇩 Bangladesh: 1.26% 106. 🇪🇬 Egypt: 1.20% 110. 🇰🇪 Kenya: 1.13% 116. 🇯🇵 Japan: 1.03% 119. 🇲🇾 Malaysia: 0.98% 123. 🇿🇦 South Africa: 0.94% 130. 🇮🇩 Indonesia: 0.74% 137. 🇳🇬 Nigeria: 0.64% 140. 🇦🇷 Argentina: 0.63% 142. 🇲🇽 Mexico: 0.61% 157. 🇮🇸 Iceland: 0% According to SIPRI, 2024

Top Highest-Rated TV Shows of All Time : 1. 🇺🇸 Breaking Bad - 9.5/10 2. 🇺🇸 Band of Brothers - 9.4/10 3. 🇬🇧 Planet Earth
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Top Highest-Rated TV Shows of All Time : 1. 🇺🇸 Breaking Bad - 9.5/10 2. 🇺🇸 Band of Brothers - 9.4/10 3. 🇬🇧 Planet Earth II - 9.4/10 4. 🇬🇧 Planet Earth - 9.4/10 5. 🇺🇸 The Wire - 9.4/10 6. 🇺🇸 Chernobyl - 9.3/10 7. 🇺🇸 Avatar: The Last Airbender - 9.3/10 8. 🇦🇺 Bluey - 9.3/10 9. 🇺🇸 Cosmos - 9.3/10 10. 🇬🇧 Blue Planet II - 9.3/10 11. 🇺🇸 Game of Thrones - 9.2/10 12. 🇺🇸 The Sopranos - 9.2/10 13. 🇮🇳 Scam 1992 - 9.2/10 14. 🇺🇸 Cosmos: A Spacetime Odyssey - 9.2/10 15. 🇬🇧 The World at War - 9.2/10 16. 🇬🇧 Our Planet - 9.2/10 17. 🇯🇵 Attack on Titan - 9.1/10 18. 🇺🇸 Dexter: Resurrection - 9.1/10 19. 🇺🇸 The Chosen - 9.1/10 20. 🇯🇵 Fullmetal Alchemist: Brotherhood - 9.1/10 21. 🇰🇷 When Life Gives You Tangerines - 9.1/10 22. 🇺🇸 The Vietnam War - 9.1/10 23. 🇮🇳 Aspirants - 9.1/10 24. 🇮🇳 Gullak - 9.1/10 25. 🇮🇳 TVF Pitchers - 9.1/10 How many of these shows have you watched ? Source: IMDb

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💸 Daily Cost of Living for a Single Person (2025) 1. 🇸🇬 Singapore – $107.30 2. 🇮🇸 Iceland – $106.50 3. 🇨🇭 Switzerland – $106.30 4. 🇮🇪 Ireland – $90.07 5. 🇱🇺 Luxembourg – $89.27 6. 🇺🇸 United States – $83.47 7. 🇬🇧 United Kingdom – $79.67 8. 🇳🇱 Netherlands – $78.80 9. 🇦🇺 Australia – $74.40 10. 🇳🇴 Norway – $73.67 11. 🇩🇰 Denmark – $72.60 12. 🇦🇪 UAE – $69.63 13. 🇨🇦 Canada – $68.43 14. 🇮🇱 Israel – $68.33 15. 🇦🇹 Austria – $65.93 16. 🇳🇿 New Zealand – $62.07 17. 🇩🇪 Germany – $59.27 18. 🇶🇦 Qatar – $58.67 19. 🇫🇷 France – $57.97 20. 🇧🇪 Belgium – $57.97 21. 🇸🇪 Sweden – $56.77 22. 🇫🇮 Finland – $55.37 23. 🇵🇹 Portugal – $48.30 24. 🇪🇪 Estonia – $48.07 25. 🇰🇼 Kuwait – $47.63 26. 🇨🇿 Czechia – $46.37 27. 🇭🇷 Croatia – $45.17 28. 🇸🇲 San Marino – $44.67 29. 🇲🇻 Maldives – $44.47 30. 🇸🇱 Sierra Leone – $44.27 31. 🇧🇧 Barbados – $44.00 32. 🇸🇰 Slovakia – $43.87 33. 🇵🇱 Poland – $43.83 34. 🇵🇦 Panama – $42.57 35. 🇸🇦 Saudi Arabia – $42.30 36. 🇨🇷 Costa Rica – $41.90 37. 🇱🇹 Lithuania – $41.70 38. 🇬🇷 Greece – $41.23 39. 🇧🇭 Bahrain – $41.00 40. 🇨🇺 Cuba – $40.57 41. 🇨🇮 Ivory Coast – $40.33 42. 🇸🇳 Senegal – $39.47 43. 🇯🇵 Japan – $39.43 44. 🇱🇻 Latvia – $39.40 45. 🇪🇹 Ethiopia – $39.30 46. 🇳🇪 Niger – $38.37 47. 🇯🇲 Jamaica – $38.30 48. 🇱🇧 Lebanon – $37.87 49. 🇸🇻 El Salvador – $37.87 50. 🇹🇹 Trinidad & Tobago – $37.43 51. 🇭🇺 Hungary – $36.63 52. 🇷🇸 Serbia – $36.63 53. 🇦🇲 Armenia – $36.27 54. 🇨🇱 Chile – $33.97 55. 🇨🇩 DR Congo – $33.97 56. 🇿🇦 South Africa – $32.97 57. 🇲🇽 Mexico – $32.60 58. 🇨🇻 Cape Verde – $32.23 59. 🇵🇸 Palestine – $32.17 60. 🇧🇫 Burkina Faso – $31.47 61. 🇷🇴 Romania – $31.40 62. 🇬🇹 Guatemala – $31.40 63. 🇧🇬 Bulgaria – $31.37 64. 🇬🇪 Georgia – $31.10 65. 🇸🇩 Sudan – $31.07 66. 🇲🇿 Mozambique – $30.77 67. 🇲🇳 Mongolia – $30.67 68. 🇳🇦 Namibia – $30.50 69. 🇳🇬 Nigeria – $30.07 70. 🇬🇼 Guinea-Bissau – $30.07 71. 🇯🇴 Jordan – $29.97 72. 🇹🇷 Turkey – $29.93 73. 🇨🇲 Cameroon – $29.77 74. 🇹🇭 Thailand – $29.23 75. 🇲🇩 Moldova – $29.20 76. 🇿🇼 Zimbabwe – $29.10 77. 🇬🇾 Guyana – $29.07 78. 🇹🇬 Togo – $28.80 79. 🇦🇷 Argentina – $28.73 80. 🇫🇯 Fiji – $28.27 81. 🇪🇨 Ecuador – $27.90 82. 🇭🇳 Honduras – $27.83 83. 🇩🇴 Dominican Republic – $27.70 84. 🇲🇺 Mauritius – $27.67 85. 🇵🇪 Peru – $27.57 86. 🇻🇪 Venezuela – $27.43 87. 🇦🇴 Angola – $27.23 88. 🇿🇲 Zambia – $27.03 89. 🇧🇦 Bosnia & Herzegovina – $26.37 90. 🇨🇴 Colombia – $26.30 91. 🇮🇶 Iraq – $26.07 92. 🇧🇮 Burundi – $24.60 93. 🇦🇿 Azerbaijan – $24.57 94. 🇳🇮 Nicaragua – $24.50 95. 🇳🇷 Nauru – $24.43 96. 🇲🇦 Morocco – $24.20 97. 🇧🇷 Brazil – $24.17 98. 🇰🇪 Kenya – $23.73 99. 🇧🇴 Bolivia – $23.60 100. 🇷🇼 Rwanda – $23.47 Source: World population review, Numbeo

Richest Countries by Natural Resource Value 💰 1. 🇷🇺 Russia – $75 Trillion 2. 🇺🇸 USA – $45 Trillion 3. 🇸🇦 Saudi Arabia
Richest Countries by Natural Resource Value 💰 1. 🇷🇺 Russia – $75 Trillion 2. 🇺🇸 USA – $45 Trillion 3. 🇸🇦 Saudi Arabia – $34 Trillion 4. 🇨🇦 Canada – $33 Trillion 5. 🇮🇷 Iran – $27 Trillion 6. 🇨🇳 China – $23 Trillion 7. 🇧🇷 Brazil – $22 Trillion 8. 🇦🇺 Australia – $20 Trillion 9. 🇮🇶 Iraq – $16 Trillion 10. 🇻🇪 Venezuela – $14 Trillion Source: Statista, as of 2021.

Rate of adoption of AI, per NYT:
Rate of adoption of AI, per NYT: