MTPL2
CRANMotor Third Party Liability (MTPL) portfolio (3,000 policyholders)
- Rows
- 3,0006 columns
- Size
- 18,000cells
- Missing values
- 0in any column
- Other packages, method
Method
R objects in datasets
The datasets inside packages are read from their
data/folders when the code is analysed. Each object is described by its class, its shape and its columns, and fingerprinted so the same data can be found in other packages.- Loadable only
- Only objects that load by name with
data()are listed, 76,180 on CRAN and 8,045 on Bioconductor, so the list is not every file indata/. - As R prints them
- Each dataset is read as one of these shapes, each drawn the way R prints it. Under each is how many datasets have that shape, and its most common classes lead to those datasets.
- Columns
- Tables open to their columns, and each kind of column has figures of its own.
- Fingerprint
- Each object's values are fingerprinted, so the same data in another package is found whatever its name. On CRAN 8,314 datasets hold data that is also in another package, 4,094 distinct pieces of data in all.
- 0none holds the same data
About
- Class
- tbl_df/tbl/data.frame
- Kind
- tibble
- File
data/MTPL2.rda- In version
- 0.8.2
Columns
customer_idinteger54163,647- Lowest
- 54
- Lower quartile
- 38,898
- Median
- 80,310
- Mean
- 80,979
- Upper quartile
- 122,568
- Highest
- 163,647
- Standard deviation
- 47,475
- Skewness
- 0.038
- Distinct
- 3,000
areainteger03- Lowest
- 0
- Lower quartile
- 1
- Median
- 2
- Mean
- 1.882
- Upper quartile
- 3
- Highest
- 3
- Standard deviation
- 0.833
- Zeros
- 15
- Skewness
- 0.172
- Distinct
- 4
nclaimsinteger03- Lowest
- 0
- Lower quartile
- 0
- Median
- 0
- Mean
- 0.119
- Upper quartile
- 0
- Highest
- 3
- Standard deviation
- 0.357
- Zeros
- 2,672
- Skewness
- 3.18
- Distinct
- 4
amountinteger02,471,312- Lowest
- 0
- Lower quartile
- 0
- Median
- 0
- Mean
- 6,304
- Upper quartile
- 0
- Highest
- 2,471,312
- Standard deviation
- 60,261
- Zeros
- 2,672
- Skewness
- 28.6
- Distinct
- 242
exposurenumeric0.00271- Lowest
- 0.0027
- Lower quartile
- 1
- Median
- 1
- Mean
- 0.888
- Upper quartile
- 1
- Highest
- 1
- Standard deviation
- 0.248
- Skewness
- -2.176
- Distinct
- 281
premiuminteger19210- Lowest
- 19
- Lower quartile
- 43
- Median
- 54
- Mean
- 56
- Upper quartile
- 66
- Highest
- 210
- Standard deviation
- 18.9
- Outliers
- 75 high
- Skewness
- 1.634
- Distinct
- 102