Titanic Practice

Author

RG 

df <- read.csv("/Users/rohan/BC Data Anlysis/train.csv")
library(visdat)
vis_dat(df)

head(df)
  PassengerId Survived Pclass
1           1        0      3
2           2        1      1
3           3        1      3
4           4        1      1
5           5        0      3
6           6        0      3
                                                 Name    Sex Age SibSp Parch
1                             Braund, Mr. Owen Harris   male  22     1     0
2 Cumings, Mrs. John Bradley (Florence Briggs Thayer) female  38     1     0
3                              Heikkinen, Miss. Laina female  26     0     0
4        Futrelle, Mrs. Jacques Heath (Lily May Peel) female  35     1     0
5                            Allen, Mr. William Henry   male  35     0     0
6                                    Moran, Mr. James   male  NA     0     0
            Ticket    Fare Cabin Embarked
1        A/5 21171  7.2500              S
2         PC 17599 71.2833   C85        C
3 STON/O2. 3101282  7.9250              S
4           113803 53.1000  C123        S
5           373450  8.0500              S
6           330877  8.4583              Q
tail(df)
    PassengerId Survived Pclass                                     Name    Sex
886         886        0      3     Rice, Mrs. William (Margaret Norton) female
887         887        0      2                    Montvila, Rev. Juozas   male
888         888        1      1             Graham, Miss. Margaret Edith female
889         889        0      3 Johnston, Miss. Catherine Helen "Carrie" female
890         890        1      1                    Behr, Mr. Karl Howell   male
891         891        0      3                      Dooley, Mr. Patrick   male
    Age SibSp Parch     Ticket   Fare Cabin Embarked
886  39     0     5     382652 29.125              Q
887  27     0     0     211536 13.000              S
888  19     0     0     112053 30.000   B42        S
889  NA     1     2 W./C. 6607 23.450              S
890  26     0     0     111369 30.000  C148        C
891  32     0     0     370376  7.750              Q
df[500:515, 1:2]
    PassengerId Survived
500         500        0
501         501        0
502         502        0
503         503        0
504         504        0
505         505        1
506         506        0
507         507        1
508         508        1
509         509        0
510         510        1
511         511        1
512         512        0
513         513        1
514         514        1
515         515        0
df[490:495, c(1:5)]
    PassengerId Survived Pclass                                  Name  Sex
490         490        1      3 Coutts, Master. Eden Leslie "Neville" male
491         491        0      3  Hagland, Mr. Konrad Mathias Reiersen male
492         492        0      3                   Windelov, Mr. Einar male
493         493        0      1            Molson, Mr. Harry Markland male
494         494        0      1               Artagaveytia, Mr. Ramon male
495         495        0      3            Stanley, Mr. Edward Roland male
library(stargazer)

Please cite as: 
 Hlavac, Marek (2022). stargazer: Well-Formatted Regression and Summary Statistics Tables.
 R package version 5.2.3. https://CRAN.R-project.org/package=stargazer 
stargazer(df, type = "text")

==============================================
Statistic    N   Mean   St. Dev.  Min    Max  
----------------------------------------------
PassengerId 891 446.000 257.354    1     891  
Survived    891  0.384   0.487     0      1   
Pclass      891  2.309   0.836     1      3   
Age         714 29.699   14.526  0.420 80.000 
SibSp       891  0.523   1.103     0      8   
Parch       891  0.382   0.806     0      6   
Fare        891 32.204   49.693  0.000 512.329
----------------------------------------------
library(psych)