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A simulated clinicopathological dataset for demonstrating package functions. Contains patient demographics, tumor characteristics, diagnostic test results, and survival outcomes.

Usage

histopathology

Format

A data frame with 250 rows and 38 columns.

Examples

data(histopathology)
str(histopathology)
#> spc_tbl_ [250 × 38] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
#>  $ ID                  : num [1:250] 1 2 3 4 5 6 7 8 9 10 ...
#>  $ Name                : chr [1:250] "Tonisia" "Daniyah" "Naviana" "Daerion" ...
#>  $ Sex                 : chr [1:250] "Male" "Female" "Male" "Male" ...
#>  $ Age                 : num [1:250] 27 36 65 51 58 53 33 26 25 68 ...
#>  $ Race                : chr [1:250] "White" "White" "White" "White" ...
#>  $ PreinvasiveComponent: chr [1:250] "Present" "Absent" "Absent" "Absent" ...
#>  $ LVI                 : chr [1:250] "Present" "Absent" "Absent" "Present" ...
#>  $ PNI                 : chr [1:250] "Absent" "Absent" "Absent" "Absent" ...
#>  $ LastFollowUpDate    : chr [1:250] "2019.10.22 00:00:00" "2019.06.22 00:00:00" "2019.08.22 00:00:00" "2019.03.22 00:00:00" ...
#>  $ Death               : chr [1:250] "YANLIŞ" "DOĞRU" "DOĞRU" "YANLIŞ" ...
#>  $ Group               : chr [1:250] "Control" "Treatment" "Control" "Treatment" ...
#>  $ Grade               : num [1:250] 2 2 1 3 2 2 1 2 3 3 ...
#>  $ TStage              : num [1:250] 4 4 4 4 1 4 2 3 4 4 ...
#>  $ Anti-X-intensity    : num [1:250] 3 2 2 3 3 3 2 2 1 2 ...
#>  $ Anti-Y-intensity    : num [1:250] 1 1 2 3 3 2 2 2 1 3 ...
#>  $ LymphNodeMetastasis : chr [1:250] "Present" "Absent" "Absent" "Absent" ...
#>  $ Valid               : chr [1:250] "YANLIŞ" "DOĞRU" "YANLIŞ" "DOĞRU" ...
#>  $ Smoker              : chr [1:250] "YANLIŞ" "YANLIŞ" "DOĞRU" "YANLIŞ" ...
#>  $ Grade_Level         : chr [1:250] "high" "low" "low" "high" ...
#>  $ SurgeryDate         : chr [1:250] "2019.07.08 00:00:00" "2019.03.18 00:00:00" "2019.05.18 00:00:00" "2018.10.24 00:00:00" ...
#>  $ DeathTime           : chr [1:250] "Within1Year" "Within1Year" "Within1Year" "Within1Year" ...
#>  $ int                 : chr [1:250] "2019-07-08 UTC--2019-10-22 UTC" "2019-03-18 UTC--2019-06-22 UTC" "2019-05-18 UTC--2019-08-22 UTC" "2018-10-24 UTC--2019-03-22 UTC" ...
#>  $ OverallTime         : num [1:250] 3.5 3.1 3.1 4.9 3.3 9.3 6.3 9 5.8 9.9 ...
#>  $ Outcome             : num [1:250] 0 1 1 0 0 0 1 1 1 0 ...
#>  $ Mortality5yr        : chr [1:250] "Alive" "Dead" "Dead" "Alive" ...
#>  $ Rater 1             : num [1:250] 0 1 1 0 0 0 1 1 1 0 ...
#>  $ Rater 2             : num [1:250] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ Rater 3             : num [1:250] 1 1 1 0 1 1 1 1 1 1 ...
#>  $ Rater A             : num [1:250] 3 2 3 3 2 3 1 1 2 1 ...
#>  $ Rater B             : num [1:250] 3 2 3 3 2 3 1 1 2 1 ...
#>  $ New Test            : num [1:250] 0 0 0 0 0 0 1 0 0 0 ...
#>  $ Golden Standart     : num [1:250] 0 0 0 0 0 0 0 0 0 0 ...
#>  $ MeasurementA        : num [1:250] -1.63432 0.37071 0.01585 -1.23584 -0.00141 ...
#>  $ MeasurementB        : num [1:250] 0.611 0.554 0.742 0.622 0.527 ...
#>  $ Disease Status      : chr [1:250] "Ill" "Ill" "Healthy" "Ill" ...
#>  $ Measurement1        : num [1:250] 0.387 0.829 0.159 2.447 0.847 ...
#>  $ Measurement2        : num [1:250] 1.8654 0.5425 0.0701 2.4071 0.5564 ...
#>  $ Outcome2            : chr [1:250] "DOD" "DOOC" "AWD" "AWOD" ...
#>  - attr(*, "spec")=
#>   .. cols(
#>   ..   ID = col_double(),
#>   ..   Name = col_character(),
#>   ..   Sex = col_character(),
#>   ..   Age = col_double(),
#>   ..   Race = col_character(),
#>   ..   PreinvasiveComponent = col_character(),
#>   ..   LVI = col_character(),
#>   ..   PNI = col_character(),
#>   ..   LastFollowUpDate = col_character(),
#>   ..   Death = col_character(),
#>   ..   Group = col_character(),
#>   ..   Grade = col_double(),
#>   ..   TStage = col_double(),
#>   ..   `Anti-X-intensity` = col_double(),
#>   ..   `Anti-Y-intensity` = col_double(),
#>   ..   LymphNodeMetastasis = col_character(),
#>   ..   Valid = col_character(),
#>   ..   Smoker = col_character(),
#>   ..   Grade_Level = col_character(),
#>   ..   SurgeryDate = col_character(),
#>   ..   DeathTime = col_character(),
#>   ..   int = col_character(),
#>   ..   OverallTime = col_double(),
#>   ..   Outcome = col_double(),
#>   ..   Mortality5yr = col_character(),
#>   ..   `Rater 1` = col_double(),
#>   ..   `Rater 2` = col_double(),
#>   ..   `Rater 3` = col_double(),
#>   ..   `Rater A` = col_double(),
#>   ..   `Rater B` = col_double(),
#>   ..   `New Test` = col_double(),
#>   ..   `Golden Standart` = col_double(),
#>   ..   MeasurementA = col_double(),
#>   ..   MeasurementB = col_double(),
#>   ..   `Disease Status` = col_character(),
#>   ..   Measurement1 = col_double(),
#>   ..   Measurement2 = col_double(),
#>   ..   Outcome2 = col_character()
#>   .. )