Sample Dataset

Sample Dataset#

Below is the list of all datasets that come included with the chainladder package, and their basic attributes.

You can load any dataset with cl.load_sample(...) such as cl.load_sample("abc").

* Denotes datasets that are more interesting and possess unique characteristics.

Dataset Name

Indexes

Columns

Origin Grain

Development Grain

abc

(none)

(none)

Annual (11 Yrs)

Annual (11 Yrs)

auto

[lob]

[incurred, paid]

Annual (10 Yrs)

Annual (10 Yrs)

berqsherm

[LOB]

[Incurred, Paid, Reported, Closed]

Annual (8 Yrs)

Annual (8 Yrs)

cc_sample

[Total]

[loss, exposure]

Annual (5 Yrs)

Annual (5 Yrs)

clrd *

[GRNAME, LOB]

[IncurLoss, CumPaidLoss, BulkLoss, EarnedPremDIR, EarnedPremCeded, EarnedPremNet]

Annual (10 Yrs)

Annual (10 Yrs)

genins

(none)

(none)

Annual (10 Yrs)

Annual (10 Yrs)

ia_sample

[Total]

[loss, exposure]

Annual (6 Yrs)

Annual (6 Yrs)

liab *

[lob]

[values]

Annual (14 Yrs)

Annual (14 Yrs)

m3ir5

(none)

(none)

Annual (14 Yrs)

Annual (14 Yrs)

mcl

[Total]

[incurred, paid]

Annual (7 Yrs)

Annual (7 Yrs)

mortgage

(none)

(none)

Annual (9 Yrs)

Annual (9 Yrs)

mw2008

(none)

(none)

Annual (9 Yrs)

Annual (9 Yrs)

mw2014

(none)

(none)

Annual (17 Yrs)

Annual (17 Yrs)

prism *

[ClaimNo, Line, Type, ClaimLiability, Limit, Deductible]

[reportedCount, closedPaidCount, Paid, Incurred]

Month (120 months)

Month (120 months)

quarterly *

[Total]

[incurred, paid]

Annual (12 Yrs)

Quarter (45 Qtrs)

raa

(none)

(none)

Annual (10 Yrs)

Annual (10 Yrs)

tail_sample

[Total]

[incurred, paid]

Annual (10 Yrs)

Annual (10 Yrs)

ukmotor

(none)

(none)

Annual (7 Yrs)

Annual (7 Yrs)

usaa

[Total]

[incurred, paid]

Annual (10 Yrs)

Annual (10 Yrs)

usauto

[Total]

[incurred, paid]

Annual (10 Yrs)

Annual (10 Yrs)

xyz

[Total]

[Incurred, Paid, Reported, Closed, Premium]

Annual (11 Yrs)

Annual (11 Yrs)