# 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)          |
| friedland_auto_bi_insurer*       | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (9 Yrs)           | Annual (9 Yrs)           | 
| friedland_auto_freq_sev*         | (none)                                                   | [Closed Claim Counts, Reported Claim Counts, Reported Claims, Reported Severity]                                 | Semiannual (10 Half-Yrs) | Semiannual (10 Half-Yrs) | 
| friedland_autoprop               | (none)                                                   | [Reported ALAE, Paid ALAE, Reported Claims, Paid Claims]                                                         | Annual (11 Yrs)          | Annual (11 Yrs)          |
| friedland_auto_salsub            | (none)                                                   | [Reported Salvage and Subrogation, Received Salvage and Subrogation, Reported Claims, Paid Claims]               | Annual (11 Yrs)          | Annual (11 Yrs)          |
| friedland_berq_sher_auto         | (none)                                                   | [Paid Claims, Closed Claim Counts, Reported Claim Counts, Disposal Rate]                                         | Annual (8 Yrs)           | Annual (8 Yrs)           | 
| friedland_gl_insurer             | (none)                                                   | [Closed Claim Counts, Reported Claim Counts, Disposal Rate Paid Claims]                                          | Annual (8 Yrs)           | Annual (8 Yrs)           |
| friedland_med_mal                | (none)                                                   | [Reported Claims, Paid Claims, Case Outstanding, Open Claim Counts]                                              | Annual (8 Yrs)           | Annual (8 Yrs)           |
| friedland_qs                     | (none)                                                   | [Gross Reported Claims, Net Reported Claims, Net to Gross]                                                       | Annual (4 Yrs)           | Annual (4 Yrs)           |
| friedland_us_auto_chg_prod_mix   | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (10 Yrs)          | Annual (10 Yrs)          |
| friedland_us_auto_incr_claim     | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (10 Yrs)          | Annual (10 Yrs)          |
| friedland_us_auto_steady_state   | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (10 Yrs)          | Annual (10 Yrs)          |
| friedland_us_industry_auto       | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (10 Yrs)          | Annual (10 Yrs)          |
| friedland_us_industy_auto_case   | (none)                                                   | [Case Outstanding, Paid Claims]                                                                                  | Annual (10 Yrs)          | Annual (10 Yrs)          |
| friedland_uspp_auto_incr_case    | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (10 Yrs)          | Annual (10 Yrs)          |
| friedland_uspp_auto_incr_claim   | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (10 Yrs)          | Annual (10 Yrs)          |
| frieldand_uspp_auto_steady_state | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (10 Yrs)          | Annual (10 Yrs)          |
| friedland_uspp_incr_claim_case   | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (10 Yrs)          | Annual (10 Yrs)          |
| friedland_wc_self_insurer        | (none)                                                   | [Closed Claim Counts, Reported Claim Counts, Paid Claims, Paid Severities, Reported Claims, Reported Severities] | Annual (8 Yrs)           | Annual (10 Yrs)          |
| friedland_xol                    | (none)                                                   | [Gross Reported Claims, Net Reported Claims, Ceded Reported Claims]                                              | Annual (4 Yrs)           | Annual (4 Yrs)           |
| friedland_xyz_auto_bi*           | (none)                                                   | [Paid Claims, Reported Claims]                                                                                   | Annual (11 Yrs)          | Annual (11 Yrs)          |
| friedland_xyz_case*              | (none)                                                   | [Case Outstanding, Paid Claims]                                                                                  | Annual (11 Yrs)          | Annual (11 Yrs)          |
| friedland_xyz_disp               | (none)                                                   | [Disposal Rate, Closed Claim Counts, Paid Claims]                                                                | Annual (8 Yrs)           | Annual (8 Yrs)           |
| friedland_xyz_freq_sev*          | (none)                                                   | [Closed Claim Counts, Reported Claim Counts, Reported Claims, Reported Severities]                               | Annual (11 Yrs)          | Annual (11 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)          |
| mack_1997                        | (none)                                                   | [Case Incurred]                                                                                                  | Annual (10 Yrs)          | Annual (10 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)          |