Exploratory Analysis Report

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Presentation transcript:

Exploratory Analysis Report

Univariate Analysis

Univariate Analysis Slide 1 of 4 min 25th 50th 75th max 1 223.5 446 668.5 891 min 25th 50th 75th max 1 2 3

Univariate Analysis Slide 2 of 4 min 25th 50th 75th max 0.42 20 28 38 80 min 25th 50th 75th max 1 8

Univariate Analysis Slide 3 of 4 min 25th 50th 75th max 6 min 25th 50th 75th max 7.91 14.45 31 512.33

Univariate Analysis Slide 4 of 4 Metric female male Count 314 577 Perct. 35.24% 64.76% Metric V1 C Q S Count 2 168 77 644 Perct. 0.22% 18.86% 8.64% 72.28%

Bi-variate analysis

Bi-variate analysis Slide 1 of 4 Survived mean - PassengerId median - PassengerId 447.02 455.0 1 444.37 439.5 Survived mean - Pclass median - Pclass 2.53 3 1 1.95 2

Bi-variate analysis Slide 2 of 4 Survived mean - Age median - Age 30.63 28 1 28.34 Survived mean - SibSp median - SibSp 0.55 1 0.47

Bi-variate analysis Slide 3 of 4 Survived mean - Parch median - Parch 0.33 1 0.46 Survived mean - Fare median - Fare 22.12 10.5 1 48.40 26.0

Bi-variate analysis Slide 4 of 4 Survived female male 81 468 25.8% 81.11% 1 233 109 74.2% 18.89% Surv ived Var. 2 C Q S V1 75 47 427 0% 44. 64 % 61. 04 % 66. 3% 1 2 93 30 217 100 % 55. 36 % 38. 96 % 33. 7%