Average Market Share | 0.007 |
---|---|
Average Revenue | 3398.0 |
Average Losses | 2487.0 |
Average Loss Ratio | 0.67 |
Average Profit per Policy | 24.0 |
Number of Markets | 2673 |
Average Profit | 911.22 |
Policies won | year | pol_no_claims_discount | pol_coverage | pol_duration | pol_sit_duration | pol_pay_freq | pol_payd | pol_usage |
---|---|---|---|---|---|---|---|---|
often: 2.7 - 100.0% | 2.51 | 0.05 | Max (47%) | 15.08 | 4.77 | Yearly (47%) | No (92%) | WorkPrivate (57%) |
sometimes: 0.2 - 2.7% | 2.55 | 0.06 | Max (36%) | 12.58 | 4.86 | Yearly (44%) | No (96%) | WorkPrivate (58%) |
rarely: 0.0 - 0.2% | 2.54 | 0.04 | Max (37%) | 13.01 | 4.56 | Yearly (43%) | No (91%) | WorkPrivate (53%) |
never: | 2.50 | 0.04 | Max (67%) | 12.55 | 4.20 | Yearly (36%) | No (96%) | WorkPrivate (68%) |
in sample profitable market | 2.53 | 0.04 | Max (55%) | 14.30 | 5.25 | Yearly (39%) | No (92%) | WorkPrivate (54%) |
in sample average market | 2.49 | 0.07 | Max (38%) | 12.85 | 5.21 | Yearly (44%) | No (97%) | WorkPrivate (56%) |
in sample losing market | 2.49 | 0.04 | Max (54%) | 16.65 | 5.46 | Yearly (46%) | No (100%) | WorkPrivate (46%) |
Policies won | drv_sex1 | drv_age1 | drv_age_lic1 | drv_drv2 | drv_sex2 | drv_age2 | drv_age_lic2 |
---|---|---|---|---|---|---|---|
often: 2.7 - 100.0% | M (62%) | 58.90 | 35.96 | No (78%) | F (62%) | 49.60 | 29.45 |
sometimes: 0.2 - 2.7% | M (60%) | 58.68 | 36.21 | No (75%) | F (52%) | 56.37 | 33.71 |
rarely: 0.0 - 0.2% | M (57%) | 60.58 | 38.33 | No (70%) | M (58%) | 55.14 | 33.28 |
never: | M (60%) | 55.63 | 33.71 | No (67%) | F (62%) | 48.84 | 26.92 |
in sample profitable market | M (60%) | 59.30 | 36.31 | No (80%) | F (58%) | 46.94 | 25.84 |
in sample average market | M (59%) | 58.15 | 31.90 | No (79%) | F (88%) | 52.50 | 31.25 |
in sample losing market | M (70%) | 61.51 | 36.22 | No (78%) | F (62%) | 48.12 | 27.88 |
Policies won | vh_make_model | vh_age | vh_fuel | vh_type | vh_speed | vh_value | vh_weight |
---|---|---|---|---|---|---|---|
often: 2.7 - 100.0% | biqzvbfzjivqmrro (5%) | 15.80 | Gasoline (55%) | Tourism (83%) | 167.02 | 17060.97 | 1119.27 |
sometimes: 0.2 - 2.7% | biqzvbfzjivqmrro (5%) | 16.45 | Gasoline (56%) | Tourism (89%) | 167.89 | 16479.79 | 1063.41 |
rarely: 0.0 - 0.2% | biqzvbfzjivqmrro (8%) | 16.67 | Diesel (54%) | Tourism (83%) | 168.55 | 17774.15 | 1073.77 |
never: | rthsjeyjgdlmkygk (8%) | 10.55 | Diesel (57%) | Tourism (91%) | 171.54 | 17938.39 | 1102.86 |
in sample profitable market | johsjccpkithubii (5%) | 17.62 | Gasoline (57%) | Tourism (81%) | 167.88 | 17261.71 | 1091.41 |
in sample average market | svmjzfcsvgxiwwjt (8%) | 14.26 | Gasoline (62%) | Tourism (82%) | 173.56 | 19676.18 | 1157.49 |
in sample losing market | kvcddisqpkysmvvo (8%) | 11.68 | Diesel (57%) | Tourism (86%) | 171.11 | 19567.84 | 1166.95 |
Policies won | population | town_surface_area |
---|---|---|
often: 2.7 - 100.0% | 504.60 | 182.87 |
sometimes: 0.2 - 2.7% | 586.59 | 199.83 |
rarely: 0.0 - 0.2% | 477.02 | 200.66 |
never: | 572.00 | 208.56 |
in sample profitable market | 506.41 | 186.84 |
in sample average market | 678.97 | 202.88 |
in sample losing market | 656.22 | 204.91 |
Policies won | claim_frequency | premiums | conversion_rate | profit per policy | profit_margin |
---|---|---|---|---|---|
often: 2.7 - 100.0% | 0.06 | 72.93 | 0.20 | 4.09 | 0.18 |
sometimes: 0.2 - 2.7% | 0.06 | 75.44 | 0.01 | 0.15 | 0.17 |
rarely: 0.0 - 0.2% | 0.08 | 83.25 | 0.00 | 0.04 | 0.18 |
never: | 0.11 | 145.25 | 0.00 | 0.00 | 0.19 |
Policies won | claim_frequency | premiums | conversion_rate | profit | revenue | loss | market_share | profit_margin |
---|---|---|---|---|---|---|---|---|
in sample profitable market | 0.03 | 69.76 | 0.23 | 2946.64 | 10881.91 | 7935.27 | 0.02 | 0.18 |
in sample average market | 0.05 | 77.98 | 0.53 | 1211.02 | 3041.39 | 1830.37 | 0.01 | 0.18 |
in sample losing market | 0.11 | 86.98 | 0.55 | -3327.53 | 3218.39 | 6545.92 | 0.01 | 0.19 |