Import data

library(readxl)
url <- "https://wiki.cancerimagingarchive.net/download/attachments/24281354/Patient%20and%20Treatment%20Characteristics.xls?version=1&modificationDate=1531497278289&api=v2"
destfile <- "Patient_20and_20Treatment_20Characteristics.xls"
curl::curl_download(url, destfile)
dat <- read_excel(destfile)

Use dataMaid to summarize data

dataMaid::makeDataReport(dat, output = "pdf", echo = FALSE, replace = TRUE)
## The default of 'doScale' is FALSE now for stability;
##   set options(mc_doScale_quiet=TRUE) to suppress this (once per session) message
## Data report generation is finished. Please wait while your output file is being rendered.

Use skim to summarize data

skimr::skim(dat)
Data summary
Name dat
Number of rows 215
Number of columns 83
_______________________
Column type frequency:
character 36
logical 3
numeric 37
POSIXct 7
________________________
Group variables None

Variable type: character

skim_variable n_missing complete_rate min max empty n_unique whitespace
TCIA code 0 1.00 13 13 0 215 0
Sex 0 1.00 4 6 0 2 0
Diag 0 1.00 3 32 0 19 0
Site 0 1.00 3 11 0 7 0
Histology 0 1.00 3 3 0 1 0
Grade 0 1.00 7 26 0 6 0
T 0 1.00 1 7 0 9 0
N 0 1.00 1 2 0 7 0
Stage 0 1.00 1 3 0 5 0
HPV status 168 0.22 8 8 0 2 0
Alive or Dead 0 1.00 4 5 0 2 0
Cause of Death 0 1.00 5 18 0 6 0
Site of recurrence (Distal/Local/ Locoregional) 0 1.00 14 42 0 10 0
Oncologic Treatment Summary 0 1.00 3 55 0 34 0
Induction Chemotherapy 1 1.00 2 79 0 30 0
Chemotherapy Regimen 1 1.00 2 36 0 7 0
Platinum-based chemotherapy 0 1.00 2 18 0 3 0
Received Concurrent Chemoradiotherapy? 0 1.00 2 3 0 2 0
CCRT Chemotherapy Regimen 0 1.00 2 63 0 14 0
Surgery Summary 1 1.00 2 68 0 23 0
Dose/Fraction (Gy/fx) 0 1.00 1 33 0 10 0
Unplanned Additional Oncologic Treatment 0 1.00 2 17 0 4 0
Received Feeding Tube (Y/N) 0 1.00 2 3 0 3 0
Type of feeding tube 101 0.53 3 3 0 1 0
Feeding tube note 199 0.07 18 31 0 16 0
PreRT Skeletal Muscle status 0 1.00 11 15 0 2 0
PostRT Skeletal Muscle status 0 1.00 11 15 0 2 0
Pre-RT Imaging Date 0 1.00 3 5 0 193 0
Pre-RT Imaging Modality 0 1.00 3 21 0 3 0
CT sim date 0 1.00 3 5 0 180 0
post-RT imaging modality 0 1.00 6 21 0 2 0
Recurrence imaging date 172 0.20 3 5 0 41 0
Recurrence imaging modality 172 0.20 3 28 0 11 0
Additional imaging date 211 0.02 5 21 0 4 0
Additional imaging modality 211 0.02 6 20 0 3 0
Additional imaging notes 211 0.02 10 32 0 3 0

Variable type: logical

skim_variable n_missing complete_rate mean count
Date of Birth 215 0 NaN :
Date Feeding tube placed 215 0 NaN :
Date Feeding tube removed 215 0 NaN :

Variable type: numeric

skim_variable n_missing complete_rate mean sd p0 p25 p50 p75 p100 hist
Age 0 1.00 57.21 9.79 24.00 51.00 57.00 64.00 91.00 ▁▃▇▃▁
M 0 1.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 ▁▁▇▁▁
Follow up duration (day) 0 1.00 1900.94 894.65 193.00 1245.50 2065.00 2612.50 3621.00 ▅▂▅▇▂
Follow up duration (year) 0 1.00 5.32 2.50 0.54 3.45 5.80 7.34 10.17 ▅▂▅▇▂
Follow up duration (month) 0 1.00 63.90 30.01 6.51 41.41 69.61 88.06 122.06 ▅▂▅▇▂
Survival (months) 0 1.00 62.44 29.40 6.33 40.93 67.83 85.82 118.93 ▅▂▅▇▂
Disease-free interval (months) 3 0.99 56.84 32.91 4.60 21.98 61.55 85.18 120.70 ▇▃▃▇▂
Overall Survival Censor 0 1.00 0.36 0.48 0.00 0.00 0.00 1.00 1.00 ▇▁▁▁▅
Disease Specific Survival Censor 0 1.00 0.24 0.43 0.00 0.00 0.00 0.00 1.00 ▇▁▁▁▂
Loco-regional Control Censor 0 1.00 0.24 0.43 0.00 0.00 0.00 0.00 1.00 ▇▁▁▁▂
RT Total Dose (Gy) 0 1.00 68.73 2.71 59.96 66.00 70.00 70.00 72.00 ▁▁▃▁▇
Number of Fractions 0 1.00 33.33 2.99 30.00 30.00 33.00 35.00 40.00 ▆▇▃▁▂
Smoking History 0 1.00 1.16 0.93 0.00 0.00 2.00 2.00 2.00 ▆▁▂▁▇
Current Smoker 0 1.00 0.33 0.47 0.00 0.00 0.00 1.00 1.00 ▇▁▁▁▃
Feeding tube duration (months) 116 0.46 8.25 11.60 0.97 2.88 4.77 8.60 84.33 ▇▁▁▁▁
Height (cm) 0 1.00 173.55 8.96 146.00 168.00 174.00 179.50 205.70 ▁▃▇▂▁
BW Start tx (kg) 0 1.00 85.61 18.15 45.20 72.60 85.60 97.05 144.70 ▃▇▇▂▁
BW stop treat (kg) 0 1.00 79.55 16.49 41.70 68.00 80.60 89.82 134.70 ▂▇▇▂▁
Height (m) 0 1.00 1.74 0.09 1.46 1.68 1.74 1.79 2.06 ▁▃▇▂▁
BMI start treat (kg/m2) 0 1.00 28.37 5.51 17.35 24.61 27.81 31.88 49.31 ▃▇▅▁▁
BMI stop treat (kg/m2) 0 1.00 26.37 5.06 15.88 22.34 25.66 29.38 47.00 ▃▇▅▁▁
Total RT treatment time (days) 0 1.00 41.40 4.01 23.00 40.00 42.00 43.00 51.00 ▁▁▂▇▁
Time between pre and post image (months) 0 1.00 10.99 13.50 2.80 4.00 6.17 10.73 86.27 ▇▁▁▁▁
Time from preRT image to start RT (month) 0 1.00 1.30 1.57 -5.97 0.37 0.87 2.23 14.27 ▁▇▃▁▁
Time from RT stop to follow up imaging (months) 0 1.00 7.89 12.75 -6.77 1.95 2.77 6.55 74.87 ▇▁▁▁▁
Pre-RT L3 Skeletal Muscle Cross Sectional Area (cm2) 0 1.00 164.73 39.18 68.81 140.76 166.52 191.31 260.04 ▂▃▇▅▁
Post-RT L3 Skeletal Muscle Cross Sectional Area (cm2) 0 1.00 145.33 33.70 66.02 125.75 144.99 166.79 237.73 ▂▅▇▃▁
Pre-RT L3 Adipose Tissue Cross Sectional Area (cm2) 0 1.00 395.23 188.23 47.31 248.17 384.62 524.48 898.26 ▃▇▇▃▁
Post-RT L3 Adipose Tissue Cross Sectional Area (cm2) 0 1.00 289.49 163.18 18.20 160.40 265.57 394.17 959.17 ▆▇▃▁▁
Pre-RT L3 Skeletal Muscle Index (cm2/m2) 0 1.00 53.99 10.68 26.69 47.29 54.45 60.67 80.17 ▂▃▇▅▂
Post-RT L3 Skeletal Muscle Index (cm2/m2) 0 1.00 47.67 9.15 23.25 41.68 47.57 53.12 71.54 ▁▅▇▅▁
Pre-RT L3 Adiposity Index (cm2/m2) 0 1.00 131.93 66.55 16.18 84.45 122.98 169.49 342.27 ▅▇▅▂▁
Post-RT L3 Adiposity Index (cm2/m2) 0 1.00 96.60 57.13 5.94 50.78 90.56 128.08 351.89 ▇▇▂▁▁
Pre-RT CT-derived lean body mass (kg) 0 1.00 55.48 11.75 26.70 48.29 56.02 63.45 84.07 ▂▃▇▅▁
Post-RT CT-derived lean body mass (kg) 0 1.00 49.66 10.11 25.87 43.79 49.56 56.10 77.38 ▂▅▇▃▁
Pre-RT CT-derived fat body mass (kg) 0 1.00 27.80 7.91 13.19 21.62 27.35 33.23 48.93 ▃▇▇▃▁
Post-RT CT-derived fat body mass (kg) 0 1.00 23.36 6.85 11.96 17.94 22.35 27.76 51.49 ▆▇▃▁▁

Variable type: POSIXct

skim_variable n_missing complete_rate min max median n_unique
Date of Diagnosis 0 1.00 1996-06-23 2006-05-24 1999-10-20 00:00:00 193
Last Contact Date 0 1.00 1997-08-06 2007-08-09 2006-04-26 00:00:00 177
Date of Death 127 0.41 1997-08-06 2007-02-17 2004-03-18 12:00:00 84
Date of recurrence 3 0.99 1997-04-16 2007-08-09 2006-01-31 12:00:00 185
Date Start RT 0 1.00 1996-08-31 2006-06-17 2000-01-10 00:00:00 184
Date Stop RT 0 1.00 1996-10-16 2006-08-02 2000-02-20 00:00:00 191
post-RT imaging date 0 1.00 1997-05-11 2009-03-30 2000-08-15 00:00:00 190

Use summarytools to summarize data

summarytools::descr(dat)
## Non-numerical variable(s) ignored: TCIA code, Sex, Date of Birth, Diag, Site, Histology, Grade, T, N, Stage, HPV status, Date of Diagnosis, Last Contact Date, Date of Death, Alive or Dead, Cause of Death, Date of recurrence, Site of recurrence (Distal/Local/ Locoregional), Oncologic Treatment Summary, Induction Chemotherapy, Chemotherapy Regimen, Platinum-based chemotherapy, Received Concurrent Chemoradiotherapy?, CCRT Chemotherapy Regimen, Surgery Summary, Dose/Fraction (Gy/fx), Unplanned Additional Oncologic Treatment, Received Feeding Tube (Y/N), Type of feeding tube, Date Feeding tube placed, Date Feeding tube removed, Feeding tube note, Date Start RT, Date Stop RT, PreRT Skeletal Muscle status, PostRT Skeletal Muscle status, Pre-RT Imaging Date, Pre-RT Imaging Modality, CT sim date, post-RT imaging date, post-RT imaging modality, Recurrence imaging date, Recurrence imaging modality, Additional imaging date, Additional imaging modality, Additional imaging notes
## Descriptive Statistics  
## dat  
## N: 215  
## 
##                        Age   BMI start treat (kg/m2)   BMI stop treat (kg/m2)   BW Start tx (kg)
## ----------------- -------- ------------------------- ------------------------ ------------------
##              Mean    57.21                     28.37                    26.37              85.61
##           Std.Dev     9.79                      5.51                     5.06              18.15
##               Min    24.00                     17.35                    15.88              45.20
##                Q1    51.00                     24.56                    22.32              72.40
##            Median    57.00                     27.81                    25.66              85.60
##                Q3    64.00                     31.89                    29.47              97.10
##               Max    91.00                     49.31                    47.00             144.70
##               MAD    10.38                      5.45                     5.03              17.94
##               IQR    13.00                      7.27                     7.04              24.45
##                CV     0.17                      0.19                     0.19               0.21
##          Skewness     0.01                      0.55                     0.66               0.22
##       SE.Skewness     0.17                      0.17                     0.17               0.17
##          Kurtosis     0.57                      0.44                     0.78              -0.06
##           N.Valid   215.00                    215.00                   215.00             215.00
##         Pct.Valid   100.00                    100.00                   100.00             100.00
## 
## Table: Table continues below
## 
##  
## 
##                     BW stop treat (kg)   Current Smoker   Disease Specific Survival Censor
## ----------------- -------------------- ---------------- ----------------------------------
##              Mean                79.55             0.33                               0.24
##           Std.Dev                16.49             0.47                               0.43
##               Min                41.70             0.00                               0.00
##                Q1                67.60             0.00                               0.00
##            Median                80.60             0.00                               0.00
##                Q3                90.10             1.00                               0.00
##               Max               134.70             1.00                               1.00
##               MAD                17.05             0.00                               0.00
##               IQR                21.82             1.00                               0.00
##                CV                 0.21             1.44                               1.77
##          Skewness                 0.23             0.74                               1.20
##       SE.Skewness                 0.17             0.17                               0.17
##          Kurtosis                 0.08            -1.46                              -0.57
##           N.Valid               215.00           215.00                             215.00
##         Pct.Valid               100.00           100.00                             100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Disease-free interval (months)   Feeding tube duration (months)
## ----------------- -------------------------------- --------------------------------
##              Mean                            56.84                             8.25
##           Std.Dev                            32.91                            11.60
##               Min                             4.60                             0.97
##                Q1                            21.69                             2.87
##            Median                            61.55                             4.77
##                Q3                            85.23                             8.63
##               Max                           120.70                            84.33
##               MAD                            39.59                             3.51
##               IQR                            63.21                             5.72
##                CV                             0.58                             1.41
##          Skewness                            -0.18                             4.66
##       SE.Skewness                             0.17                             0.24
##          Kurtosis                            -1.38                            25.60
##           N.Valid                           212.00                            99.00
##         Pct.Valid                            98.60                            46.05
## 
## Table: Table continues below
## 
##  
## 
##                     Follow up duration (day)   Follow up duration (month)
## ----------------- -------------------------- ----------------------------
##              Mean                    1900.94                        63.90
##           Std.Dev                     894.65                        30.01
##               Min                     193.00                         6.51
##                Q1                    1241.00                        40.80
##            Median                    2065.00                        69.61
##                Q3                    2614.00                        88.11
##               Max                    3621.00                       122.06
##               MAD                     898.46                        30.04
##               IQR                    1367.00                        46.65
##                CV                       0.47                         0.47
##          Skewness                      -0.38                        -0.39
##       SE.Skewness                       0.17                         0.17
##          Kurtosis                      -1.04                        -1.05
##           N.Valid                     215.00                       215.00
##         Pct.Valid                     100.00                       100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Follow up duration (year)   Height (cm)   Height (m)
## ----------------- --------------------------- ------------- ------------
##              Mean                        5.32        173.55         1.74
##           Std.Dev                        2.50          8.96         0.09
##               Min                        0.54        146.00         1.46
##                Q1                        3.40        168.00         1.68
##            Median                        5.80        174.00         1.74
##                Q3                        7.34        180.00         1.80
##               Max                       10.17        205.70         2.06
##               MAD                        2.50          8.90         0.09
##               IQR                        3.89         11.50         0.11
##                CV                        0.47          0.05         0.05
##          Skewness                       -0.39         -0.18        -0.18
##       SE.Skewness                        0.17          0.17         0.17
##          Kurtosis                       -1.05          0.54         0.54
##           N.Valid                      215.00        215.00       215.00
##         Pct.Valid                      100.00        100.00       100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Loco-regional Control Censor        M   Number of Fractions
## ----------------- ------------------------------ -------- ---------------------
##              Mean                           0.24     0.00                 33.33
##           Std.Dev                           0.43     0.00                  2.99
##               Min                           0.00     0.00                 30.00
##                Q1                           0.00     0.00                 30.00
##            Median                           0.00     0.00                 33.00
##                Q3                           0.00     0.00                 35.00
##               Max                           1.00     0.00                 40.00
##               MAD                           0.00     0.00                  2.97
##               IQR                           0.00     0.00                  5.00
##                CV                           1.77      NaN                  0.09
##          Skewness                           1.20      NaN                  0.95
##       SE.Skewness                           0.17     0.17                  0.17
##          Kurtosis                          -0.57      NaN                  0.34
##           N.Valid                         215.00   215.00                215.00
##         Pct.Valid                         100.00   100.00                100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Overall Survival Censor   Post-RT CT-derived fat body mass (kg)
## ----------------- ------------------------- ---------------------------------------
##              Mean                      0.36                                   23.36
##           Std.Dev                      0.48                                    6.85
##               Min                      0.00                                   11.96
##                Q1                      0.00                                   17.94
##            Median                      0.00                                   22.35
##                Q3                      1.00                                   27.79
##               Max                      1.00                                   51.49
##               MAD                      0.00                                    7.21
##               IQR                      1.00                                    9.82
##                CV                      1.34                                    0.29
##          Skewness                      0.59                                    0.91
##       SE.Skewness                      0.17                                    0.17
##          Kurtosis                     -1.66                                    1.47
##           N.Valid                    215.00                                  215.00
##         Pct.Valid                    100.00                                  100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Post-RT CT-derived lean body mass (kg)
## ----------------- ----------------------------------------
##              Mean                                    49.66
##           Std.Dev                                    10.11
##               Min                                    25.87
##                Q1                                    43.74
##            Median                                    49.56
##                Q3                                    56.40
##               Max                                    77.38
##               MAD                                     8.97
##               IQR                                    12.31
##                CV                                     0.20
##          Skewness                                     0.04
##       SE.Skewness                                     0.17
##          Kurtosis                                    -0.15
##           N.Valid                                   215.00
##         Pct.Valid                                   100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Post-RT L3 Adipose Tissue Cross Sectional Area (cm2)
## ----------------- ------------------------------------------------------
##              Mean                                                 289.49
##           Std.Dev                                                 163.18
##               Min                                                  18.20
##                Q1                                                 160.37
##            Median                                                 265.57
##                Q3                                                 395.11
##               Max                                                 959.17
##               MAD                                                 171.66
##               IQR                                                 233.78
##                CV                                                   0.56
##          Skewness                                                   0.91
##       SE.Skewness                                                   0.17
##          Kurtosis                                                   1.47
##           N.Valid                                                 215.00
##         Pct.Valid                                                 100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Post-RT L3 Adiposity Index (cm2/m2)
## ----------------- -------------------------------------
##              Mean                                 96.60
##           Std.Dev                                 57.13
##               Min                                  5.94
##                Q1                                 50.54
##            Median                                 90.56
##                Q3                                128.08
##               Max                                351.89
##               MAD                                 57.30
##               IQR                                 77.29
##                CV                                  0.59
##          Skewness                                  1.24
##       SE.Skewness                                  0.17
##          Kurtosis                                  2.89
##           N.Valid                                215.00
##         Pct.Valid                                100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Post-RT L3 Skeletal Muscle Cross Sectional Area (cm2)
## ----------------- -------------------------------------------------------
##              Mean                                                  145.33
##           Std.Dev                                                   33.70
##               Min                                                   66.02
##                Q1                                                  125.59
##            Median                                                  144.99
##                Q3                                                  167.80
##               Max                                                  237.73
##               MAD                                                   29.89
##               IQR                                                   41.03
##                CV                                                    0.23
##          Skewness                                                    0.04
##       SE.Skewness                                                    0.17
##          Kurtosis                                                   -0.15
##           N.Valid                                                  215.00
##         Pct.Valid                                                  100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Post-RT L3 Skeletal Muscle Index (cm2/m2)   Pre-RT CT-derived fat body mass (kg)
## ----------------- ------------------------------------------- --------------------------------------
##              Mean                                       47.67                                  27.80
##           Std.Dev                                        9.15                                   7.91
##               Min                                       23.25                                  13.19
##                Q1                                       41.55                                  21.62
##            Median                                       47.57                                  27.35
##                Q3                                       53.29                                  33.40
##               Max                                       71.54                                  48.93
##               MAD                                        8.53                                   8.50
##               IQR                                       11.44                                  11.61
##                CV                                        0.19                                   0.28
##          Skewness                                        0.02                                   0.39
##       SE.Skewness                                        0.17                                   0.17
##          Kurtosis                                       -0.11                                  -0.52
##           N.Valid                                      215.00                                 215.00
##         Pct.Valid                                      100.00                                 100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Pre-RT CT-derived lean body mass (kg)
## ----------------- ---------------------------------------
##              Mean                                   55.48
##           Std.Dev                                   11.75
##               Min                                   26.70
##                Q1                                   48.20
##            Median                                   56.02
##                Q3                                   63.49
##               Max                                   84.07
##               MAD                                   11.33
##               IQR                                   15.16
##                CV                                    0.21
##          Skewness                                   -0.16
##       SE.Skewness                                    0.17
##          Kurtosis                                   -0.23
##           N.Valid                                  215.00
##         Pct.Valid                                  100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Pre-RT L3 Adipose Tissue Cross Sectional Area (cm2)
## ----------------- -----------------------------------------------------
##              Mean                                                395.23
##           Std.Dev                                                188.23
##               Min                                                 47.31
##                Q1                                                248.04
##            Median                                                384.62
##                Q3                                                528.53
##               Max                                                898.26
##               MAD                                                202.49
##               IQR                                                276.31
##                CV                                                  0.48
##          Skewness                                                  0.39
##       SE.Skewness                                                  0.17
##          Kurtosis                                                 -0.52
##           N.Valid                                                215.00
##         Pct.Valid                                                100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Pre-RT L3 Adiposity Index (cm2/m2)
## ----------------- ------------------------------------
##              Mean                               131.93
##           Std.Dev                                66.55
##               Min                                16.18
##                Q1                                84.45
##            Median                               122.98
##                Q3                               170.27
##               Max                               342.27
##               MAD                                62.12
##               IQR                                85.04
##                CV                                 0.50
##          Skewness                                 0.69
##       SE.Skewness                                 0.17
##          Kurtosis                                 0.15
##           N.Valid                               215.00
##         Pct.Valid                               100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Pre-RT L3 Skeletal Muscle Cross Sectional Area (cm2)
## ----------------- ------------------------------------------------------
##              Mean                                                 164.73
##           Std.Dev                                                  39.18
##               Min                                                  68.81
##                Q1                                                 140.48
##            Median                                                 166.52
##                Q3                                                 191.42
##               Max                                                 260.04
##               MAD                                                  37.77
##               IQR                                                  50.55
##                CV                                                   0.24
##          Skewness                                                  -0.16
##       SE.Skewness                                                   0.17
##          Kurtosis                                                  -0.23
##           N.Valid                                                 215.00
##         Pct.Valid                                                 100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Pre-RT L3 Skeletal Muscle Index (cm2/m2)   RT Total Dose (Gy)   Smoking History
## ----------------- ------------------------------------------ -------------------- -----------------
##              Mean                                      53.99                68.73              1.16
##           Std.Dev                                      10.68                 2.71              0.93
##               Min                                      26.69                59.96              0.00
##                Q1                                      47.07                66.00              0.00
##            Median                                      54.45                70.00              2.00
##                Q3                                      60.69                70.00              2.00
##               Max                                      80.17                72.00              2.00
##               MAD                                       9.76                 0.00              0.00
##               IQR                                      13.38                 4.00              2.00
##                CV                                       0.20                 0.04              0.81
##          Skewness                                      -0.17                -1.37             -0.32
##       SE.Skewness                                       0.17                 0.17              0.17
##          Kurtosis                                      -0.27                 1.81             -1.78
##           N.Valid                                     215.00               215.00            215.00
##         Pct.Valid                                     100.00               100.00            100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Survival  (months)   Time between pre and post image (months)
## ----------------- -------------------- ------------------------------------------
##              Mean                62.44                                      10.99
##           Std.Dev                29.40                                      13.50
##               Min                 6.33                                       2.80
##                Q1                40.80                                       4.00
##            Median                67.83                                       6.17
##                Q3                85.87                                      10.87
##               Max               118.93                                      86.27
##               MAD                29.50                                       3.61
##               IQR                44.88                                       6.73
##                CV                 0.47                                       1.23
##          Skewness                -0.38                                       3.09
##       SE.Skewness                 0.17                                       0.17
##          Kurtosis                -1.04                                      10.83
##           N.Valid               215.00                                     215.00
##         Pct.Valid               100.00                                     100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Time from preRT image to start RT (month)
## ----------------- -------------------------------------------
##              Mean                                        1.30
##           Std.Dev                                        1.57
##               Min                                       -5.97
##                Q1                                        0.37
##            Median                                        0.87
##                Q3                                        2.27
##               Max                                       14.27
##               MAD                                        1.04
##               IQR                                        1.87
##                CV                                        1.20
##          Skewness                                        2.63
##       SE.Skewness                                        0.17
##          Kurtosis                                       22.26
##           N.Valid                                      215.00
##         Pct.Valid                                      100.00
## 
## Table: Table continues below
## 
##  
## 
##                     Time from RT stop to follow up imaging (months)   Total RT treatment time (days)
## ----------------- ------------------------------------------------- --------------------------------
##              Mean                                              7.89                            41.40
##           Std.Dev                                             12.75                             4.01
##               Min                                             -6.77                            23.00
##                Q1                                              1.93                            40.00
##            Median                                              2.77                            42.00
##                Q3                                              6.57                            43.00
##               Max                                             74.87                            51.00
##               MAD                                              1.78                             2.97
##               IQR                                              4.60                             3.00
##                CV                                              1.62                             0.10
##          Skewness                                              3.00                            -1.54
##       SE.Skewness                                              0.17                             0.17
##          Kurtosis                                              9.58                             5.11
##           N.Valid                                            215.00                           215.00
##         Pct.Valid                                            100.00                           100.00