THE ART OF CODING

library(psych)
df <- read.csv("~/Downloads/train.csv")
describe(df)
            vars   n   mean     sd median trimmed    mad  min    max  range
PassengerId    1 891 446.00 257.35 446.00  446.00 330.62 1.00 891.00 890.00
Survived       2 891   0.38   0.49   0.00    0.35   0.00 0.00   1.00   1.00
Pclass         3 891   2.31   0.84   3.00    2.39   0.00 1.00   3.00   2.00
Name*          4 891 446.00 257.35 446.00  446.00 330.62 1.00 891.00 890.00
Sex*           5 891   1.65   0.48   2.00    1.68   0.00 1.00   2.00   1.00
Age            6 714  29.70  14.53  28.00   29.27  13.34 0.42  80.00  79.58
SibSp          7 891   0.52   1.10   0.00    0.27   0.00 0.00   8.00   8.00
Parch          8 891   0.38   0.81   0.00    0.18   0.00 0.00   6.00   6.00
Ticket*        9 891 339.52 200.83 338.00  339.65 268.35 1.00 681.00 680.00
Fare          10 891  32.20  49.69  14.45   21.38  10.24 0.00 512.33 512.33
Cabin*        11 891  18.63  38.14   1.00    8.29   0.00 1.00 148.00 147.00
Embarked*     12 891   3.53   0.80   4.00    3.66   0.00 1.00   4.00   3.00
             skew kurtosis   se
PassengerId  0.00    -1.20 8.62
Survived     0.48    -1.77 0.02
Pclass      -0.63    -1.28 0.03
Name*        0.00    -1.20 8.62
Sex*        -0.62    -1.62 0.02
Age          0.39     0.16 0.54
SibSp        3.68    17.73 0.04
Parch        2.74     9.69 0.03
Ticket*      0.00    -1.28 6.73
Fare         4.77    33.12 1.66
Cabin*       2.09     3.07 1.28
Embarked*   -1.27    -0.16 0.03

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
df[500:515,]
    PassengerId Survived Pclass                                           Name
500         500        0      3                             Svensson, Mr. Olof
501         501        0      3                               Calic, Mr. Petar
502         502        0      3                            Canavan, Miss. Mary
503         503        0      3                 O'Sullivan, Miss. Bridget Mary
504         504        0      3                 Laitinen, Miss. Kristina Sofia
505         505        1      1                          Maioni, Miss. Roberta
506         506        0      1     Penasco y Castellana, Mr. Victor de Satode
507         507        1      2  Quick, Mrs. Frederick Charles (Jane Richards)
508         508        1      1  Bradley, Mr. George ("George Arthur Brayton")
509         509        0      3                       Olsen, Mr. Henry Margido
510         510        1      3                                 Lang, Mr. Fang
511         511        1      3                       Daly, Mr. Eugene Patrick
512         512        0      3                              Webber, Mr. James
513         513        1      1                      McGough, Mr. James Robert
514         514        1      1 Rothschild, Mrs. Martin (Elizabeth L. Barrett)
515         515        0      3                              Coleff, Mr. Satio
       Sex Age SibSp Parch           Ticket     Fare Cabin Embarked
500   male  24     0     0           350035   7.7958              S
501   male  17     0     0           315086   8.6625              S
502 female  21     0     0           364846   7.7500              Q
503 female  NA     0     0           330909   7.6292              Q
504 female  37     0     0             4135   9.5875              S
505 female  16     0     0           110152  86.5000   B79        S
506   male  18     1     0         PC 17758 108.9000   C65        C
507 female  33     0     2            26360  26.0000              S
508   male  NA     0     0           111427  26.5500              S
509   male  28     0     0           C 4001  22.5250              S
510   male  26     0     0             1601  56.4958              S
511   male  29     0     0           382651   7.7500              Q
512   male  NA     0     0 SOTON/OQ 3101316   8.0500              S
513   male  36     0     0         PC 17473  26.2875   E25        S
514 female  54     1     0         PC 17603  59.4000              C
515   male  24     0     0           349209   7.4958              S
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[490:495, 1:2]
    PassengerId Survived
490         490        1
491         491        0
492         492        0
493         493        0
494         494        0
495         495        0
df[490:495, c(4,5)]
                                     Name  Sex
490 Coutts, Master. Eden Leslie "Neville" male
491  Hagland, Mr. Konrad Mathias Reiersen male
492                   Windelov, Mr. Einar male
493            Molson, Mr. Harry Markland male
494               Artagaveytia, Mr. Ramon male
495            Stanley, Mr. Edward Roland male
str(df)
'data.frame':   891 obs. of  12 variables:
 $ PassengerId: int  1 2 3 4 5 6 7 8 9 10 ...
 $ Survived   : int  0 1 1 1 0 0 0 0 1 1 ...
 $ Pclass     : int  3 1 3 1 3 3 1 3 3 2 ...
 $ Name       : chr  "Braund, Mr. Owen Harris" "Cumings, Mrs. John Bradley (Florence Briggs Thayer)" "Heikkinen, Miss. Laina" "Futrelle, Mrs. Jacques Heath (Lily May Peel)" ...
 $ Sex        : chr  "male" "female" "female" "female" ...
 $ Age        : num  22 38 26 35 35 NA 54 2 27 14 ...
 $ SibSp      : int  1 1 0 1 0 0 0 3 0 1 ...
 $ Parch      : int  0 0 0 0 0 0 0 1 2 0 ...
 $ Ticket     : chr  "A/5 21171" "PC 17599" "STON/O2. 3101282" "113803" ...
 $ Fare       : num  7.25 71.28 7.92 53.1 8.05 ...
 $ Cabin      : chr  "" "C85" "" "C123" ...
 $ Embarked   : chr  "S" "C" "S" "S" ...
library(visdat)
vis_dat(df)

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)
psych::describe(df)
            vars   n   mean     sd median trimmed    mad  min    max  range
PassengerId    1 891 446.00 257.35 446.00  446.00 330.62 1.00 891.00 890.00
Survived       2 891   0.38   0.49   0.00    0.35   0.00 0.00   1.00   1.00
Pclass         3 891   2.31   0.84   3.00    2.39   0.00 1.00   3.00   2.00
Name*          4 891 446.00 257.35 446.00  446.00 330.62 1.00 891.00 890.00
Sex*           5 891   1.65   0.48   2.00    1.68   0.00 1.00   2.00   1.00
Age            6 714  29.70  14.53  28.00   29.27  13.34 0.42  80.00  79.58
SibSp          7 891   0.52   1.10   0.00    0.27   0.00 0.00   8.00   8.00
Parch          8 891   0.38   0.81   0.00    0.18   0.00 0.00   6.00   6.00
Ticket*        9 891 339.52 200.83 338.00  339.65 268.35 1.00 681.00 680.00
Fare          10 891  32.20  49.69  14.45   21.38  10.24 0.00 512.33 512.33
Cabin*        11 891  18.63  38.14   1.00    8.29   0.00 1.00 148.00 147.00
Embarked*     12 891   3.53   0.80   4.00    3.66   0.00 1.00   4.00   3.00
             skew kurtosis   se
PassengerId  0.00    -1.20 8.62
Survived     0.48    -1.77 0.02
Pclass      -0.63    -1.28 0.03
Name*        0.00    -1.20 8.62
Sex*        -0.62    -1.62 0.02
Age          0.39     0.16 0.54
SibSp        3.68    17.73 0.04
Parch        2.74     9.69 0.03
Ticket*      0.00    -1.28 6.73
Fare         4.77    33.12 1.66
Cabin*       2.09     3.07 1.28
Embarked*   -1.27    -0.16 0.03