=== TITANIC DATASET ANALYSIS SUMMARY ===

Dataset shape: (891, 20)
Total passengers: 891
Survivors: 342 (38.38%)

KEY FINDINGS:
1. Gender disparity: Female survival rate was much higher than male.
   - Female: 74.20%
   - Male: 18.89%

2. Class disparity: Higher classes had better survival rates.
   - Class 1: 62.96% (136/216)
   - Class 2: 47.28% (87/184)
   - Class 3: 24.24% (119/491)

3. Children had better survival rates than adults.
   - Child (0-12): 57.97% (40/69)
   - Teen (13-18): 42.86% (30/70)
   - Young Adult (19-30): 35.56% (96/270)
   - Adult (31-50): 42.32% (102/241)
   - Senior (51+): 34.38% (22/64)

4. Passengers with cabins had much higher survival rates.
   - With cabin: 66.67%
   - Without cabin: 29.99%

5. Family size affected survival.
   - Alone: 30.35%
   - With family: 50.56%

6. Embarkation port correlated with survival.
   - Port C: 55.36% (93/168)
   - Port Q: 38.96% (30/77)
   - Port S: 33.70% (217/644)