Average Market Share | 0.131 |
---|---|
Average Revenue | 264936.0 |
Average Losses | 378917.0 |
Average Loss Ratio | 2.0 |
Average Profit per Policy | -57.0 |
Number of Markets | 1000 |
Average Profit | -113980.25 |
Policies won | year | pol_no_claims_discount | pol_coverage | pol_duration | pol_sit_duration | pol_pay_freq | pol_payd | pol_usage |
---|---|---|---|---|---|---|---|---|
often: 9.8 - 100.0% | 2.79 | 0.06 | Max (62%) | 13.03 | 4.64 | Yearly (40%) | No (95%) | WorkPrivate (61%) |
sometimes: 1.4 - 9.8% | 2.79 | 0.04 | Max (65%) | 12.93 | 4.43 | Yearly (37%) | No (95%) | WorkPrivate (65%) |
rarely: 0.1 - 1.4% | 2.78 | 0.04 | Max (69%) | 12.76 | 4.46 | Yearly (38%) | No (96%) | WorkPrivate (67%) |
never: | 2.89 | 0.03 | Max (59%) | 12.69 | 4.78 | Yearly (34%) | No (97%) | WorkPrivate (70%) |
in sample profitable market | 2.88 | 0.08 | Max (61%) | 13.60 | 5.30 | Yearly (46%) | No (94%) | WorkPrivate (58%) |
in sample average market | 2.79 | 0.07 | Max (56%) | 13.07 | 4.92 | Yearly (41%) | No (96%) | WorkPrivate (60%) |
in sample losing market | 2.74 | 0.06 | Max (64%) | 13.42 | 4.57 | Yearly (37%) | No (94%) | WorkPrivate (58%) |
Policies won | drv_sex1 | drv_age1 | drv_age_lic1 | drv_drv2 | drv_sex2 | drv_age2 | drv_age_lic2 |
---|---|---|---|---|---|---|---|
often: 9.8 - 100.0% | M (63%) | 56.78 | 34.28 | No (68%) | F (61%) | 51.59 | 29.35 |
sometimes: 1.4 - 9.8% | M (60%) | 57.23 | 35.17 | No (65%) | F (62%) | 48.91 | 27.11 |
rarely: 0.1 - 1.4% | M (58%) | 56.65 | 34.52 | No (65%) | F (62%) | 47.32 | 25.69 |
never: | M (61%) | 55.82 | 33.59 | No (69%) | F (62%) | 47.58 | 25.79 |
in sample profitable market | M (63%) | 56.64 | 33.30 | No (68%) | F (60%) | 52.85 | 30.76 |
in sample average market | M (69%) | 56.69 | 33.83 | No (71%) | F (63%) | 50.50 | 28.15 |
in sample losing market | M (62%) | 57.43 | 34.57 | No (69%) | F (59%) | 50.63 | 28.66 |
Policies won | vh_make_model | vh_age | vh_fuel | vh_type | vh_speed | vh_value | vh_weight |
---|---|---|---|---|---|---|---|
often: 9.8 - 100.0% | rthsjeyjgdlmkygk (5%) | 11.71 | Diesel (56%) | Tourism (89%) | 172.57 | 18128.25 | 1106.05 |
sometimes: 1.4 - 9.8% | rthsjeyjgdlmkygk (7%) | 11.05 | Diesel (56%) | Tourism (91%) | 171.40 | 17373.99 | 1092.87 |
rarely: 0.1 - 1.4% | rthsjeyjgdlmkygk (8%) | 11.03 | Diesel (55%) | Tourism (91%) | 171.65 | 17824.01 | 1116.41 |
never: | rthsjeyjgdlmkygk (7%) | 12.58 | Diesel (54%) | Tourism (87%) | 167.19 | 17844.11 | 1074.35 |
in sample profitable market | biqzvbfzjivqmrro (7%) | 12.42 | Diesel (55%) | Tourism (86%) | 172.60 | 19277.86 | 1120.62 |
in sample average market | rthsjeyjgdlmkygk (5%) | 13.06 | Diesel (52%) | Tourism (85%) | 172.51 | 18278.31 | 1103.50 |
in sample losing market | biqzvbfzjivqmrro (6%) | 11.58 | Diesel (54%) | Tourism (87%) | 171.65 | 17760.31 | 1091.86 |
Policies won | population | town_surface_area |
---|---|---|
often: 9.8 - 100.0% | 569.30 | 199.09 |
sometimes: 1.4 - 9.8% | 582.67 | 206.13 |
rarely: 0.1 - 1.4% | 589.76 | 208.78 |
never: | 523.15 | 205.43 |
in sample profitable market | 567.08 | 202.08 |
in sample average market | 516.26 | 195.17 |
in sample losing market | 566.44 | 203.39 |
Policies won | claim_frequency | premiums | conversion_rate | profit per policy | profit_margin |
---|---|---|---|---|---|
often: 9.8 - 100.0% | 0.11 | 122.75 | 0.43 | -26.20 | 0.17 |
sometimes: 1.4 - 9.8% | 0.11 | 134.95 | 0.05 | 1.12 | 0.17 |
rarely: 0.1 - 1.4% | 0.12 | 145.05 | 0.01 | 0.15 | 0.18 |
never: | 0.09 | 136.82 | 0.00 | 0.00 | 0.23 |
Policies won | claim_frequency | premiums | conversion_rate | profit | revenue | loss | market_share | profit_margin |
---|---|---|---|---|---|---|---|---|
in sample profitable market | 0.11 | 117.41 | 0.66 | -56259.48 | 209688.88 | 265948.36 | 0.10 | 0.17 |
in sample average market | 0.12 | 103.92 | 0.75 | -109661.18 | 153178.40 | 262839.58 | 0.09 | 0.17 |
in sample losing market | 0.12 | 122.17 | 0.63 | -197044.57 | 246652.42 | 443696.99 | 0.12 | 0.17 |