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Presented By : Mohammad Sheikh Ghazanfar
Software Engineer, Machine Learning, Nascenia
The Art of
Statistical Deception
What is Statistical Deception ?
Any Statistics that misleads is
Statistical Deception
তথ্য দিয়ে দিভ্রান্ত করা ।
Is Per Capita Income a Statistical Deception ?
What metric defines income GDP, NDP, anything else?
What is the contributing factor of income in that income?
What is Per Capita Income ?
Which should have higher PCI ?
Family A
Total Member : 6
Earning Member : 2
Total Income : 3000$
Family B
Total Member : 3`
Earning Member : 2
Total Income : 2000$
Average Income (for earning
members): 1500$ ☝
Average Income (for earning
members): 1000$
Average Income : 500$ Average Income : 667$ ☝
Which toothpaste is best in the market?
When Charts can go wrong..
More can be found here : https://www.tylervigen.com/spurious-correlations
Which chart shows worse covid situation?
Chart A Chart B
Both are same chart with different scaling mechanism in y axis.
Reference and Reading
The book was first released in 1954.
The Art of Statistical Deception

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The Art of Statistical Deception

  • 1. Presented By : Mohammad Sheikh Ghazanfar Software Engineer, Machine Learning, Nascenia The Art of Statistical Deception
  • 2. What is Statistical Deception ? Any Statistics that misleads is Statistical Deception তথ্য দিয়ে দিভ্রান্ত করা ।
  • 3. Is Per Capita Income a Statistical Deception ?
  • 4. What metric defines income GDP, NDP, anything else? What is the contributing factor of income in that income? What is Per Capita Income ?
  • 5. Which should have higher PCI ? Family A Total Member : 6 Earning Member : 2 Total Income : 3000$ Family B Total Member : 3` Earning Member : 2 Total Income : 2000$ Average Income (for earning members): 1500$ ☝ Average Income (for earning members): 1000$ Average Income : 500$ Average Income : 667$ ☝
  • 6. Which toothpaste is best in the market?
  • 7. When Charts can go wrong.. More can be found here : https://www.tylervigen.com/spurious-correlations
  • 8. Which chart shows worse covid situation? Chart A Chart B Both are same chart with different scaling mechanism in y axis.
  • 9. Reference and Reading The book was first released in 1954.