This video shows my data analysis part for the Kaggle Titanic competition. You can download all files from the corresponding github repository.
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00:00 Intro
01:53 Import all libraries
02:45 Load training and test dataset
03:20 First look at the training and test dataset
04:21 Create a statistical report for numeric and categorical features
08:50 Key questions for the data analysis
11:20 Had older passengers and children a higher chance of survival?
14:26 Had passengers of a higher passenger class also a higher chance of survival?
15:37 Did passengers that paid a higher fare also had a higher survival rate?
16:42 Did woman had a higher chance of survival?
17:31 Did the port of embarkation influence the survival rate?
18:10 Try to separate the survived and not survived passengers
23:56 Save the analyzed dataset
