Titanic_Exploratory_Data_Analysis

Requirements

• Python
• Numpy
• Pandas
• Matplotlib

Question I am trying to answer

• What is the average age of people in Titanic

• How many people survive and how many not survive

• Who survived most Male or Female

• How many VIP class passenger in Titanic and how many of them survived

• Who survived most from VIP passengers Male or Female

• How many Middle class passenger in Titanic and how many of them survived

• Who survived most from Middle class passengers Male or Female

• How many Lower class passenger in Titanic and how many of them survived

• Who survived most from Lower class passengers Male or Female

• How many child under the age of 12, and How many of them are boys and girls

• How many child survived under the age 12, and How many of them are boys and girls

• To be continued...

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My Findings

Average age of people is: 30

Survival vs Non survival**

• Number of survival: 342 (26.1%)

• Number of non survival: 967 (73.9%)

• Total Number of

• Female is: 843 (64.40%)

• Male is: 466 (35.60%)

• Total Number of

• Male survived: 233 (68.13%)

• Female survived: 109 (31.87%)

• Total

  • Male: 466
  • Male Survived: 233 (50%)
  • Female: 843
  • Female Survived: 109 (13%)

Total survived

Total male vs Survived male

• Total Passengers of Status
  • VIP is: 323 (24.7% of total)
  • Survived 136 from 323
    • 91 Male (66% from all VIP Status Passengers)
    • 45 Female (33% from all VIP Status Passenger)

• Middle Class is: 277 (21.2% of total Passengers)
• Survived 87 from 277
  • 70 Male (80.5% from all Middle Class Status Passengers)
  • 17 Female (19.5% from all Middle Class Status Passengers)

• Lower Class is: 709 (54.2% of total Passengers)
  • Survived 119 from 709
    • 72 Male (60.5% from all Lower Class Status Passengers)
    • 47 Female (39.5% from all Lower Class Status Passengers)

• Childs under the age of 12
  • Total: 91
    • Boy: 42 (46.15%)
    • Girl: 49 (53.85%)

• Survived Childs under the age of 12
  • Total survived: 39
    • Boy: 19 (48.7%)
    • Girl: 20 (51.3%)

Passenger's Classes

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👨‍💻 Author

Muhammad Shahrayar

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