Average Market Share | 0.139 |
---|---|
Average Revenue | 246165.0 |
Average Losses | 225786.0 |
Average Loss Ratio | 1.0 |
Average Profit per Policy | 6.0 |
Number of Markets | 1000 |
Average Profit | 20378.73 |
Policies won | year | pol_no_claims_discount | pol_coverage | pol_duration | pol_sit_duration | pol_pay_freq | pol_payd | pol_usage |
---|---|---|---|---|---|---|---|---|
often: 7.5 - 100.0% | 2.82 | 0.04 | Max (58%) | 13.52 | 4.76 | Yearly (42%) | No (95%) | WorkPrivate (65%) |
sometimes: 0.6 - 7.5% | 2.77 | 0.04 | Max (71%) | 12.72 | 4.37 | Yearly (38%) | No (95%) | WorkPrivate (65%) |
rarely: 0.1 - 0.6% | 2.87 | 0.04 | Max (59%) | 12.62 | 4.55 | Yearly (35%) | No (97%) | WorkPrivate (70%) |
never: | 2.77 | 0.07 | Max (61%) | 11.78 | 4.54 | Monthly (35%) | No (98%) | WorkPrivate (65%) |
in sample profitable market | 2.80 | 0.04 | Max (79%) | 13.59 | 4.39 | Yearly (41%) | No (94%) | WorkPrivate (65%) |
in sample average market | 2.85 | 0.04 | Max (62%) | 13.83 | 4.81 | Yearly (42%) | No (94%) | WorkPrivate (64%) |
in sample losing market | 2.80 | 0.04 | Max (54%) | 13.95 | 4.84 | Yearly (45%) | No (94%) | WorkPrivate (63%) |
Policies won | drv_sex1 | drv_age1 | drv_age_lic1 | drv_drv2 | drv_sex2 | drv_age2 | drv_age_lic2 |
---|---|---|---|---|---|---|---|
often: 7.5 - 100.0% | M (63%) | 57.29 | 34.90 | No (66%) | F (62%) | 50.49 | 28.50 |
sometimes: 0.6 - 7.5% | M (59%) | 56.62 | 34.31 | No (66%) | F (62%) | 48.94 | 26.87 |
rarely: 0.1 - 0.6% | M (60%) | 55.44 | 33.47 | No (68%) | F (61%) | 47.18 | 25.40 |
never: | M (59%) | 55.84 | 33.17 | No (65%) | F (57%) | 47.50 | 25.61 |
in sample profitable market | M (61%) | 56.81 | 34.43 | No (63%) | F (63%) | 50.52 | 28.38 |
in sample average market | M (65%) | 57.60 | 35.00 | No (67%) | F (62%) | 51.58 | 29.53 |
in sample losing market | M (66%) | 57.70 | 35.40 | No (67%) | F (63%) | 50.86 | 29.18 |
Policies won | vh_make_model | vh_age | vh_fuel | vh_type | vh_speed | vh_value | vh_weight |
---|---|---|---|---|---|---|---|
often: 7.5 - 100.0% | rthsjeyjgdlmkygk (6%) | 12.25 | Diesel (53%) | Tourism (87%) | 166.69 | 16654.31 | 1045.31 |
sometimes: 0.6 - 7.5% | rthsjeyjgdlmkygk (8%) | 10.36 | Diesel (55%) | Tourism (91%) | 172.16 | 17548.43 | 1103.75 |
rarely: 0.1 - 0.6% | rthsjeyjgdlmkygk (8%) | 12.12 | Diesel (59%) | Tourism (90%) | 173.10 | 18555.57 | 1136.58 |
never: | rthsjeyjgdlmkygk (7%) | 11.29 | Diesel (58%) | Tourism (89%) | 171.91 | 19072.96 | 1118.08 |
in sample profitable market | rthsjeyjgdlmkygk (6%) | 9.80 | Diesel (59%) | Tourism (90%) | 169.63 | 17196.83 | 1073.37 |
in sample average market | rthsjeyjgdlmkygk (5%) | 11.74 | Diesel (52%) | Tourism (86%) | 165.58 | 16201.84 | 1018.26 |
in sample losing market | rthsjeyjgdlmkygk (6%) | 13.14 | Diesel (57%) | Tourism (84%) | 165.19 | 16830.68 | 1033.64 |
Policies won | population | town_surface_area |
---|---|---|
often: 7.5 - 100.0% | 550.04 | 202.51 |
sometimes: 0.6 - 7.5% | 591.93 | 201.72 |
rarely: 0.1 - 0.6% | 535.68 | 212.24 |
never: | 588.07 | 183.06 |
in sample profitable market | 574.27 | 204.86 |
in sample average market | 533.96 | 200.99 |
in sample losing market | 533.02 | 207.07 |
Policies won | claim_frequency | premiums | conversion_rate | profit per policy | profit_margin |
---|---|---|---|---|---|
often: 7.5 - 100.0% | 0.09 | 110.46 | 0.46 | 3.29 | 0.16 |
sometimes: 0.6 - 7.5% | 0.11 | 178.11 | 0.02 | 0.83 | 0.30 |
rarely: 0.1 - 0.6% | 0.10 | 178.12 | 0.00 | 0.28 | 0.39 |
never: | 0.11 | 240.36 | 0.00 | 0.00 | 0.45 |
Policies won | claim_frequency | premiums | conversion_rate | profit | revenue | loss | market_share | profit_margin |
---|---|---|---|---|---|---|---|---|
in sample profitable market | 0.11 | 142.79 | 0.46 | 86165.87 | 605269.28 | 519103.41 | 0.25 | 0.16 |
in sample average market | 0.09 | 105.03 | 0.72 | 18132.67 | 259629.25 | 241496.58 | 0.14 | 0.12 |
in sample losing market | 0.09 | 96.86 | 0.80 | -9963.56 | 179580.92 | 189544.48 | 0.11 | 0.12 |