customer_id
int64 | age
int64 | income
int64 | education_level
string | occupation
string | household_size
int64 | marital_status
string | life_stage
string | owns_home
int64 | num_vehicles
int64 | owns_business
int64 | region
string | regional_risk_score
float64 | previous_campaigns_received
int64 | previous_responses
int64 | response_rate_historical
float64 | website_visits_last_30d
int64 | mobile_app_usage_score
float64 | email_open_rate
float64 | quote_requests_last_year
int64 | quote_completion_rate
float64 | service_calls_last_year
int64 | claims_last_3_years
int64 | has_auto_policy
int64 | has_home_policy
int64 | has_life_policy
int64 | has_health_policy
int64 | has_commercial_policy
int64 | total_policies
int64 | policy_tenure_months
int64 | months_to_renewal
float64 | vehicle_value_total
int64 | driving_score
int64 | home_value
int64 | home_age_years
int64 | dependents_count
int64 | financial_obligations_score
float64 | campaign_date
string | last_policy_purchase_days
int64 | last_interaction_days
int64 | recent_life_event
string | life_event_recency_days
int64 | campaign_month
int64 | campaign_quarter
int64 | local_unemployment_rate
float64 | local_income_growth_rate
float64 | housing_market_index
float64 | channel_preference_digital
float64 | price_sensitivity_score
float64 | brand_loyalty_score
float64 | trust_score
float64 | recency_score
float64 | frequency_score
float64 | monetary_value_score
float64 | auto_risk_exposure
float64 | home_risk_exposure
float64 | life_risk_exposure
float64 | auto_coverage_gap
int64 | home_coverage_gap
int64 | life_coverage_gap
int64 | campaign_engagement
int64 | engagement_level
string | education_level_encoded
int64 | occupation_encoded
int64 | marital_status_encoded
int64 | life_stage_encoded
int64 | region_encoded
int64 | recent_life_event_encoded
int64 | engagement_level_encoded
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14,901 | 36 | 47,469 |
High School
|
Sales
| 1 |
Single
|
Young_Professional
| 0 | 0 | 0 |
Northeast
| 0.945454 | 3 | 1 | 0.333333 | 4 | 1.081842 | 0.356646 | 0 | 0.292264 | 0 | 3 | 0 | 1 | 0 | 1 | 1 | 3 | 3 | 5.301672 | 0 | 695 | 0 | 0 | 0 | 1.304723 |
2024-09-23
| 1,000 | 24 | null | 999 | 9 | 3 | 2 | 4.85894 | 112.960094 | 0.265277 | 6.700189 | 5.603018 | 6.840654 | 0.449329 | 0.53705 | 0.779403 | 0 | 0.29913 | 0.371443 | 0 | 0 | 0 | 0 |
Medium
| 1 | 7 | 2 | 4 | 1 | 4 | 2 |
14,902 | 48 | 39,558 |
Master
|
Healthcare
| 4 |
Widowed
|
Established_Family
| 1 | 4 | 0 |
West
| 1.052349 | 4 | 1 | 0.25 | 3 | 1.43216 | 0.111485 | 1 | 0.269069 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 7 | 3.948664 | 0 | 674 | 105,117 | 27 | 3 | 4.43325 |
2024-10-12
| 239 | 2 | null | 999 | 10 | 4 | 7.775382 | 2.173501 | 91.286559 | 0.616638 | 7.723157 | 3.500535 | 6.955478 | 0.935507 | 0.664037 | 0.766208 | 0.938918 | 0.978789 | 1.607389 | 1 | 1 | 0 | 0 |
Medium
| 2 | 2 | 3 | 1 | 4 | 4 | 2 |
14,903 | 37 | 108,148 |
Bachelor
|
Education
| 4 |
Married
|
Family_Formation
| 0 | 1 | 0 |
Southwest
| 1.077306 | 6 | 2 | 0.333333 | 3 | 3.784591 | 0.362644 | 1 | 0.395953 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 31 | 2.031397 | 0 | 616 | 0 | 0 | 3 | 5.595077 |
2024-07-23
| 29 | 1 | null | 999 | 7 | 3 | 3.835049 | 4.67009 | 82.802943 | 0.647126 | 2.389704 | 4.637762 | 8.217806 | 0.967216 | 0.833655 | 0.839004 | 0.458472 | 0.3427 | 1.099422 | 1 | 0 | 1 | 1 |
High
| 0 | 0 | 1 | 2 | 3 | 4 | 0 |
14,904 | 41 | 46,812 |
High School
|
Professional
| 1 |
Divorced
|
Established_Family
| 1 | 1 | 0 |
Southeast
| 0.849621 | 4 | 1 | 0.25 | 2 | 0.727869 | 0.086997 | 0 | 0.386088 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 36 | 5.088961 | 0 | 766 | 328,012 | 11 | 0 | 2.609168 |
2024-12-06
| 17 | 28 |
Job_Change
| 35 | 12 | 4 | 6.389669 | 3.265578 | 100.253727 | 0.842071 | 2.322772 | 4.215157 | 8.217972 | 0.393241 | 0.664037 | 0.778394 | 0.37755 | 0.871864 | 0.460326 | 1 | 1 | 0 | 1 |
Medium
| 1 | 5 | 0 | 1 | 2 | 2 | 2 |
14,905 | 23 | 25,000 |
Bachelor
|
Professional
| 4 |
Married
|
Established_Family
| 1 | 1 | 0 |
Midwest
| 1.066574 | 2 | 0 | 0 | 4 | 3.66729 | 0.260027 | 0 | 0.392829 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 2 | 11 | 2.290126 | 100,000 | 883 | 373,990 | 12 | 3 | 7.289961 |
2024-08-07
| 89 | 73 | null | 999 | 8 | 3 | 3.311594 | 2.191835 | 96.289265 | 0.830254 | 5.836107 | 4.980299 | 4.90275 | 0.087744 | 0.379949 | 0.732993 | 0.395431 | 0.950528 | 1.479389 | 0 | 1 | 0 | 0 |
Medium
| 0 | 5 | 1 | 1 | 0 | 4 | 2 |
14,906 | 61 | 33,529 |
Master
|
Production
| 3 |
Single
|
Family_Formation
| 1 | 1 | 1 |
Southeast
| 1.39994 | 3 | 1 | 0.333333 | 2 | 4.829083 | 0.151911 | 0 | 0.468192 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 7 | 11.97757 | 0 | 799 | 258,683 | 72 | 2 | 6.201477 |
2024-03-09
| 295 | 1 | null | 999 | 3 | 1 | 4.027228 | 2.764463 | 130 | 0.412835 | 2.377243 | 5.929904 | 7.259492 | 0.967216 | 0.53705 | 0.754239 | 0.297304 | 1.112288 | 1.472619 | 1 | 1 | 1 | 1 |
High
| 2 | 4 | 2 | 2 | 2 | 4 | 0 |
14,907 | 52 | 25,000 |
PhD
|
Healthcare
| 4 |
Single
|
Established_Family
| 1 | 1 | 1 |
Midwest
| 0.438416 | 1 | 0 | 0 | 4 | 3.71037 | 0.232692 | 2 | 0.572826 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 15 | 7.249167 | 60,050 | 820 | 160,518 | 80 | 3 | 6.366988 |
2024-01-27
| 60 | 41 | null | 999 | 1 | 1 | 2.161941 | 2.807418 | 99.11973 | 0.751936 | 5.897626 | 4.436044 | 5.377917 | 0.254955 | 0.197375 | 0.732993 | 0.557949 | 0.902449 | 1.863694 | 0 | 1 | 1 | 1 |
Medium
| 3 | 2 | 2 | 1 | 0 | 4 | 2 |
14,908 | 56 | 42,744 |
Master
|
Education
| 2 |
Divorced
|
Empty_Nester
| 1 | 1 | 1 |
Midwest
| 0.79635 | 2 | 0 | 0 | 3 | 0.539505 | 0.150708 | 0 | 0.213941 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | 1 | 11.290045 | 15,689 | 810 | 205,124 | 22 | 1 | 3.783237 |
2024-06-11
| 32 | 6 | null | 999 | 6 | 2 | 3.259168 | 3.262902 | 107.327361 | 0.221547 | 7.117112 | 6.842256 | 7.958458 | 0.818731 | 0.379949 | 0.771814 | 0.421111 | 0.966031 | 0.912277 | 0 | 0 | 1 | 0 |
Medium
| 2 | 0 | 0 | 0 | 0 | 4 | 2 |
14,909 | 64 | 73,389 |
High School
|
Government
| 1 |
Married
|
Young_Professional
| 0 | 2 | 0 |
Southwest
| 1.188328 | 3 | 0 | 0 | 2 | 2.275186 | 0.337604 | 0 | 0.298419 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 2 | 11 | 7.720098 | 0 | 590 | 0 | 0 | 0 | 1.31805 |
2024-10-17
| 418 | 96 | null | 999 | 10 | 4 | 4.398301 | 2.877327 | 102.8262 | 0.396498 | 7.366234 | 7.791824 | 5.117007 | 0.040762 | 0.53705 | 0.810939 | 0.668983 | 0.491427 | 0.400057 | 1 | 0 | 0 | 1 |
Medium
| 1 | 1 | 1 | 4 | 3 | 4 | 2 |
14,910 | 32 | 33,100 |
High School
|
Professional
| 2 |
Married
|
Family_Formation
| 1 | 0 | 0 |
Southwest
| 0.953141 | 2 | 0 | 0 | 1 | 4.000349 | 0.297105 | 1 | 0.756165 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1.977025 | 0 | 670 | 280,476 | 28 | 1 | 5.449252 |
2024-11-18
| 116 | 17 | null | 999 | 11 | 4 | 5.149585 | 1.98975 | 94.438605 | 0.170288 | 5.976748 | 6.444156 | 6.323928 | 0.567414 | 0.379949 | 0.753307 | 0 | 0.710537 | 0.495235 | 0 | 1 | 1 | 1 |
Medium
| 1 | 5 | 1 | 2 | 3 | 4 | 2 |
14,911 | 39 | 38,491 |
High School
|
Transportation
| 2 |
Married
|
Family_Formation
| 1 | 1 | 0 |
Northeast
| 1.032391 | 4 | 2 | 0.5 | 3 | 2.160261 | 0.243359 | 5 | 0.538637 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 12 | 10.596204 | 0 | 873 | 258,033 | 53 | 1 | 1.826944 |
2024-08-16
| 496 | 12 |
Job_Change
| 12 | 8 | 3 | 4.621386 | 3.646566 | 117.91771 | 0.719851 | 5.877233 | 2.02582 | 8.731505 | 0.67032 | 0.664037 | 0.764228 | 0.167433 | 1.319774 | 0.516266 | 1 | 0 | 1 | 1 |
High
| 1 | 9 | 1 | 2 | 1 | 2 | 0 |
14,912 | 18 | 41,570 |
Bachelor
|
Healthcare
| 3 |
Married
|
Family_Formation
| 1 | 0 | 0 |
Southeast
| 0.943529 | 1 | 0 | 0 | 4 | 2.617806 | 0.745482 | 0 | 0.485631 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 2.610898 | 0 | 597 | 147,445 | 1 | 2 | 6.591958 |
2024-12-26
| 153 | 15 | null | 999 | 12 | 4 | 6.489637 | 2.301048 | 108.796437 | 0.620513 | 4.858542 | 5.484124 | 7.94924 | 0.606531 | 0.197375 | 0.769798 | 0.300066 | 0.862241 | 1.237878 | 0 | 1 | 1 | 1 |
Medium
| 0 | 2 | 1 | 2 | 2 | 4 | 2 |
14,913 | 85 | 53,340 |
Bachelor
|
Retired
| 4 |
Divorced
|
Retirement
| 1 | 3 | 0 |
Northeast
| 1.193976 | 3 | 0 | 0 | 3 | 3.008836 | 0.11068 | 1 | 0.37562 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 6 | 1.542865 | 0 | 614 | 100,000 | 15 | 3 | 6.228586 |
2024-08-28
| 119 | 82 |
Home_Purchase
| 16 | 8 | 3 | 5.708384 | 3.479187 | 98.564085 | 0.583458 | 6.223083 | 3.644475 | 7.227359 | 0.065002 | 0.53705 | 0.787844 | 1.309396 | 0.729856 | 1.975951 | 1 | 1 | 0 | 1 |
High
| 0 | 6 | 0 | 3 | 1 | 1 | 0 |
14,914 | 42 | 66,812 |
High School
|
Professional
| 3 |
Married
|
Young_Professional
| 1 | 3 | 0 |
Midwest
| 0.948361 | 6 | 0 | 0 | 1 | 3.657159 | 0.338709 | 0 | 0.5372 | 3 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 93 | 8.333681 | 0 | 860 | 277,635 | 23 | 2 | 3.757614 |
2024-04-12
| 113 | 71 |
Job_Change
| 75 | 4 | 2 | 6.664478 | 1.903464 | 112.415094 | 0.480014 | 6.023397 | 6.370266 | 8.592381 | 0.093793 | 0.833655 | 0.804143 | 0.943492 | 0.99836 | 1.252376 | 1 | 1 | 1 | 0 |
High
| 1 | 5 | 1 | 4 | 0 | 2 | 0 |
14,915 | 60 | 79,566 |
Master
|
Management
| 2 |
Married
|
Empty_Nester
| 1 | 1 | 0 |
Midwest
| 0.921346 | 5 | 0 | 0 | 0 | 1.950564 | 0.515662 | 2 | 0.470475 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 43 | 11.262218 | 0 | 754 | 143,828 | 18 | 1 | 5.713515 |
2024-05-22
| 120 | 10 | null | 999 | 5 | 2 | 5.164527 | 2.969913 | 102.150458 | 0.725765 | 6.379675 | 4.141534 | 8.657084 | 0.716531 | 0.761594 | 0.816789 | 0.356199 | 0.741868 | 1.45182 | 1 | 1 | 1 | 0 |
High
| 2 | 3 | 1 | 0 | 0 | 4 | 0 |
14,916 | 26 | 189,721 |
Master
|
Service
| 3 |
Divorced
|
Family_Formation
| 1 | 1 | 0 |
Southeast
| 1.367705 | 3 | 0 | 0 | 1 | 3.071795 | 0.380494 | 1 | 0.30814 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 2 | 26 | 8.650222 | 5,198 | 746 | 348,355 | 2 | 2 | 7.642933 |
2024-10-06
| 7 | 40 | null | 999 | 10 | 4 | 5.992398 | 1.54583 | 93.343079 | 0.576127 | 3.473399 | 5.410933 | 6.688244 | 0.263597 | 0.53705 | 0.879686 | 0 | 0.963196 | 1.336531 | 0 | 1 | 1 | 0 |
Medium
| 2 | 8 | 0 | 2 | 2 | 4 | 2 |
14,917 | 59 | 52,791 |
Bachelor
|
Production
| 2 |
Single
|
Empty_Nester
| 1 | 2 | 0 |
Northeast
| 1.123746 | 4 | 0 | 0 | 4 | 1.341092 | 0.198767 | 1 | 0.486723 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 112 | 6.593615 | 0 | 703 | 109,772 | 31 | 1 | 7.115018 |
2024-08-08
| 444 | 8 | null | 999 | 8 | 3 | 4.75947 | 3.337587 | 82.119137 | 0.718454 | 4.646089 | 5.339315 | 3.109252 | 0.765928 | 0.664037 | 0.787095 | 0.503447 | 1.000793 | 1.6808 | 1 | 1 | 1 | 0 |
High
| 0 | 4 | 2 | 0 | 1 | 4 | 0 |
14,918 | 72 | 76,227 |
Bachelor
|
Sales
| 6 |
Single
|
Retirement
| 0 | 3 | 0 |
Southeast
| 1.306147 | 2 | 1 | 0.5 | 1 | 4.329582 | 0.203337 | 2 | 0.400488 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 2 | 19 | 2.190751 | 0 | 719 | 0 | 0 | 5 | 1.82742 |
2024-05-16
| 369 | 28 | null | 999 | 5 | 2 | 6.414388 | 3.641418 | 97.84289 | 0.482796 | 2.633605 | 5.094053 | 2.842508 | 0.393241 | 0.379949 | 0.813686 | 1.398951 | 0.291893 | 2 | 1 | 0 | 0 | 0 |
Medium
| 0 | 7 | 2 | 3 | 2 | 4 | 2 |
14,919 | 44 | 25,000 |
Bachelor
|
Government
| 1 |
Married
|
Family_Formation
| 1 | 0 | 0 |
Southwest
| 1.098217 | 1 | 1 | 1 | 2 | 3.999977 | 0.62113 | 1 | 0.725623 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 23 | 9.534878 | 0 | 791 | 194,244 | 9 | 0 | 8.452261 |
2024-07-13
| 79 | 28 | null | 999 | 7 | 3 | 8.607617 | 3.331839 | 82.950147 | 0.349286 | 1.841478 | 6.196064 | 6.723009 | 0.393241 | 0.197375 | 0.732993 | 0 | 1.215071 | 1.125754 | 0 | 1 | 0 | 0 |
Medium
| 0 | 1 | 1 | 2 | 3 | 4 | 2 |
14,920 | 29 | 39,045 |
Bachelor
|
Retired
| 3 |
Divorced
|
Family_Formation
| 1 | 3 | 0 |
Northeast
| 0.963087 | 3 | 0 | 0 | 3 | 2.084434 | 0.610494 | 0 | 0.286431 | 2 | 0 | 0 | 1 | 1 | 1 | 1 | 4 | 57 | 7.615909 | 0 | 625 | 100,000 | 6 | 2 | 5.977149 |
2024-11-09
| 498 | 16 | null | 999 | 11 | 4 | 3.706314 | 1.683131 | 101.324307 | 0.117617 | 5.136417 | 3.446454 | 7.034975 | 0.586646 | 0.53705 | 0.765263 | 0.809798 | 1.034796 | 1.484788 | 1 | 0 | 0 | 1 |
Medium
| 0 | 6 | 0 | 2 | 1 | 4 | 2 |
14,921 | 42 | 41,678 |
Master
|
Professional
| 1 |
Married
|
Empty_Nester
| 0 | 1 | 0 |
Midwest
| 0.936742 | 1 | 0 | 0 | 1 | 3.50751 | 0.326074 | 3 | 0.455077 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 40 | 6.944169 | 0 | 900 | 0 | 0 | 0 | 6.507865 |
2024-05-28
| 319 | 11 | null | 999 | 5 | 2 | 6.804653 | 1.002877 | 114.937381 | 0.503996 | 2.072397 | 6.09188 | 7.025325 | 0.693041 | 0.197375 | 0.769986 | 0.195195 | 0.051703 | 0.858922 | 1 | 0 | 0 | 1 |
Medium
| 2 | 5 | 1 | 0 | 0 | 4 | 2 |
14,922 | 18 | 26,625 |
High School
|
Education
| 2 |
Widowed
|
Young_Professional
| 1 | 3 | 0 |
Southwest
| 1.493175 | 4 | 0 | 0 | 4 | 1.283329 | 0.434212 | 1 | 0.390514 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 2 | 36 | 11.150414 | 44,101 | 839 | 737,266 | 9 | 1 | 3.807096 |
2024-09-23
| 135 | 1 |
Marriage
| 62 | 9 | 3 | 6.777774 | 3.697181 | 98.29663 | 0.424931 | 4.76038 | 5.412062 | 8.372618 | 0.967216 | 0.664037 | 0.737551 | 1.095609 | 1.19732 | 0.797488 | 0 | 0 | 1 | 1 |
Medium
| 1 | 0 | 3 | 4 | 3 | 3 | 2 |
14,923 | 44 | 35,539 |
Bachelor
|
Professional
| 3 |
Divorced
|
Established_Family
| 1 | 5 | 0 |
Southeast
| 1.661154 | 2 | 0 | 0 | 3 | 3.411148 | 0.454617 | 0 | 0.274279 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 2 | 40 | 3.292624 | 0 | 582 | 383,169 | 9 | 2 | 6.168378 |
2024-02-27
| 116 | 6 |
Child_Birth
| 38 | 2 | 1 | 3.708369 | 2.956484 | 79.344879 | 0.652668 | 2.12005 | 4.99277 | 8.460356 | 0.818731 | 0.379949 | 0.758453 | 1.600907 | 0.83419 | 1.796153 | 1 | 1 | 0 | 1 |
Medium
| 0 | 5 | 0 | 1 | 2 | 0 | 2 |
14,924 | 57 | 45,959 |
High School
|
Government
| 3 |
Divorced
|
Empty_Nester
| 1 | 1 | 0 |
West
| 0.846128 | 1 | 0 | 0 | 0 | 4.083857 | 0.25796 | 2 | 0.398302 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 4.477135 | 0 | 696 | 127,086 | 33 | 2 | 4.720547 |
2024-12-25
| 9 | 14 | null | 999 | 12 | 4 | 6.073231 | 3.204781 | 73.762077 | 0.41265 | 3.904983 | 6.463829 | 6.142796 | 0.627089 | 0.197375 | 0.777063 | 0.131188 | 1.043747 | 1.196764 | 1 | 0 | 1 | 1 |
Medium
| 1 | 1 | 0 | 0 | 4 | 4 | 2 |
14,925 | 44 | 36,214 |
Bachelor
|
Professional
| 1 |
Single
|
Established_Family
| 1 | 0 | 0 |
Northeast
| 0.84611 | 2 | 0 | 0 | 7 | 1.261077 | 0.268634 | 1 | 0.485641 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 39 | 9.683356 | 0 | 742 | 142,124 | 1 | 0 | 3.952214 |
2024-11-23
| 318 | 36 | null | 999 | 11 | 4 | 5.789596 | 2.022042 | 98.763566 | 0.591714 | 2.006714 | 7.170968 | 8.262765 | 0.301194 | 0.379949 | 0.759815 | 0.072068 | 0.753972 | 0.502424 | 0 | 0 | 0 | 0 |
Medium
| 0 | 5 | 2 | 1 | 1 | 4 | 2 |
14,926 | 40 | 233,538 |
Bachelor
|
Retired
| 3 |
Married
|
Empty_Nester
| 1 | 2 | 1 |
Northeast
| 0.766376 | 3 | 0 | 0 | 2 | 1.355561 | 0.134632 | 3 | 0.139111 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 78 | 5.246454 | 0 | 613 | 116,694 | 37 | 2 | 2.614881 |
2024-09-08
| 301 | 40 | null | 999 | 9 | 3 | 5.676644 | 2.924908 | 103.578848 | 0.297358 | 5.171467 | 6.831132 | 7.395327 | 0.263597 | 0.53705 | 0.894727 | 0.321104 | 0.902991 | 0.974696 | 1 | 1 | 1 | 1 |
Medium
| 0 | 6 | 1 | 0 | 1 | 4 | 2 |
14,927 | 52 | 66,660 |
High School
|
Sales
| 1 |
Married
|
Family_Formation
| 1 | 2 | 0 |
Northeast
| 1.000068 | 4 | 0 | 0 | 1 | 3.347785 | 0.275093 | 1 | 0.59836 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 37 | 2.345574 | 0 | 900 | 107,852 | 0 | 0 | 4.998818 |
2024-07-24
| 187 | 29 | null | 999 | 7 | 3 | 5.210382 | 1.578826 | 94.81455 | 0.668111 | 5.201137 | 5.712331 | 7.205652 | 0.380349 | 0.664037 | 0.803979 | 0.243169 | 0.651741 | 0.639058 | 1 | 1 | 0 | 0 |
Medium
| 1 | 7 | 1 | 2 | 1 | 4 | 2 |
14,928 | 54 | 162,854 |
High School
|
Sales
| 5 |
Single
|
Young_Professional
| 1 | 1 | 0 |
Southwest
| 0.886929 | 1 | 0 | 0 | 3 | 1.678681 | 0.350877 | 1 | 0.4773 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 3 | 18 | 3.835253 | 10,056 | 728 | 299,653 | 40 | 4 | 4.850369 |
2024-05-18
| 298 | 5 |
Child_Birth
| 18 | 5 | 2 | 3.005503 | 2.295018 | 100.367884 | 0.600281 | 6.528432 | 6.412222 | 6.975237 | 0.846482 | 0.197375 | 0.868634 | 0 | 0.819334 | 2 | 0 | 1 | 0 | 1 |
Medium
| 1 | 7 | 2 | 4 | 3 | 0 | 2 |
14,929 | 20 | 120,041 |
High School
|
Transportation
| 3 |
Married
|
Family_Formation
| 1 | 3 | 0 |
Northeast
| 1.003812 | 4 | 0 | 0 | 1 | 4.294505 | 0.347885 | 0 | 0.394326 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 3 | 1.578012 | 0 | 619 | 100,000 | 16 | 2 | 6.14646 |
2024-05-07
| 40 | 41 | null | 999 | 5 | 2 | 3.121321 | 3.292764 | 117.953468 | 0.63129 | 6.729285 | 6.27243 | 8.735692 | 0.254955 | 0.664037 | 0.846556 | 0.897266 | 1.083023 | 1.145299 | 1 | 1 | 1 | 1 |
High
| 1 | 9 | 1 | 2 | 1 | 4 | 0 |
14,930 | 46 | 33,404 |
Bachelor
|
Sales
| 1 |
Married
|
Young_Professional
| 0 | 0 | 0 |
Midwest
| 0.836766 | 1 | 0 | 0 | 5 | 2.8687 | 0.505812 | 0 | 0.186085 | 2 | 1 | 0 | 0 | 0 | 1 | 1 | 2 | 20 | 5.100459 | 0 | 796 | 0 | 0 | 0 | 5.568507 |
2024-01-28
| 27 | 8 |
Child_Birth
| 48 | 1 | 1 | 6.110827 | 3.384855 | 88.156064 | 0.300027 | 7.02778 | 1.350126 | 7.102431 | 0.765928 | 0.197375 | 0.753969 | 0 | 0.373343 | 0.556398 | 0 | 0 | 0 | 0 |
Medium
| 0 | 7 | 1 | 4 | 0 | 0 | 2 |
14,931 | 81 | 50,138 |
Bachelor
|
Management
| 1 |
Married
|
Retirement
| 1 | 2 | 0 |
West
| 1.461294 | 2 | 0 | 0 | 2 | 7.550262 | 0.388126 | 1 | 0.217095 | 3 | 0 | 0 | 1 | 0 | 1 | 1 | 3 | 13 | 4.859207 | 0 | 827 | 459,951 | 14 | 0 | 3.800367 |
2024-11-28
| 68 | 63 | null | 999 | 11 | 4 | 5.109275 | 2.529294 | 116.210819 | 0.877332 | 6.874514 | 6.718076 | 7.029151 | 0.122456 | 0.379949 | 0.783363 | 1.096556 | 1.345026 | 0.606888 | 1 | 0 | 0 | 0 |
Medium
| 0 | 3 | 1 | 3 | 4 | 4 | 2 |
14,932 | 24 | 37,763 |
PhD
|
Transportation
| 1 |
Married
|
Young_Professional
| 0 | 0 | 0 |
Midwest
| 1.090076 | 6 | 0 | 0 | 1 | 1.823185 | 0.087964 | 1 | 0.273903 | 0 | 3 | 0 | 1 | 0 | 0 | 0 | 1 | 11 | 4.347324 | 0 | 738 | 0 | 0 | 0 | 5.648548 |
2024-05-24
| 81 | 14 | null | 999 | 5 | 2 | 7.189029 | 2.321167 | 92.056306 | 0.751064 | 5.883504 | 6.612468 | 6.091768 | 0.627089 | 0.833655 | 0.762846 | 0.27685 | 0.461856 | 0.547076 | 0 | 0 | 0 | 0 |
Medium
| 3 | 9 | 1 | 4 | 0 | 4 | 2 |
14,933 | 43 | 44,484 |
High School
|
Education
| 1 |
Single
|
Established_Family
| 1 | 2 | 0 |
Southeast
| 1.35464 | 5 | 0 | 0 | 2 | 5.237098 | 0.159582 | 0 | 0.135028 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 55 | 5.10493 | 0 | 715 | 216,192 | 4 | 0 | 9.757461 |
2024-04-09
| 107 | 67 | null | 999 | 4 | 2 | 5.717761 | 2.56543 | 77.781678 | 0.587241 | 5.550402 | 5.475795 | 5.568378 | 0.107171 | 0.761594 | 0.774702 | 0.426715 | 1.177649 | 1.694228 | 1 | 1 | 0 | 0 |
Medium
| 1 | 0 | 2 | 1 | 2 | 4 | 2 |
14,934 | 74 | 27,286 |
High School
|
Retired
| 2 |
Single
|
Retirement
| 0 | 3 | 1 |
Midwest
| 1.154437 | 3 | 1 | 0.333333 | 2 | 2.149578 | 0.129848 | 0 | 0.294998 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 23 | 8.850529 | 0 | 855 | 0 | 0 | 1 | 5.070223 |
2024-07-17
| 123 | 13 |
Job_Change
| 54 | 7 | 3 | 4.415192 | 3.108509 | 99.244193 | 0.732105 | 4.747873 | 7.013504 | 8.03785 | 0.648344 | 0.53705 | 0.739326 | 1.295565 | 0.126335 | 0.871656 | 1 | 0 | 1 | 1 |
High
| 1 | 6 | 2 | 3 | 0 | 2 | 0 |
14,935 | 61 | 37,612 |
Bachelor
|
Sales
| 1 |
Married
|
Empty_Nester
| 0 | 2 | 1 |
Northeast
| 1.000617 | 8 | 0 | 0 | 4 | 2.372153 | 0.058004 | 1 | 0.483435 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 3 | 7 | 2.736136 | 100,000 | 738 | 0 | 0 | 0 | 4.562375 |
2024-06-02
| 25 | 47 |
Child_Birth
| 198 | 6 | 2 | 4.272134 | 2.790707 | 91.797242 | 0.422204 | 1.270364 | 7.067505 | 6.936148 | 0.20874 | 0.921669 | 0.762556 | 0.766742 | 0.469349 | 0.620084 | 0 | 0 | 0 | 1 |
Medium
| 0 | 7 | 1 | 0 | 1 | 0 | 2 |
14,936 | 37 | 60,822 |
High School
|
Education
| 2 |
Married
|
Family_Formation
| 1 | 1 | 0 |
Midwest
| 0.450817 | 2 | 0 | 0 | 3 | 4.00587 | 0.370653 | 1 | 0.590385 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 65 | 1.929447 | 30,102 | 582 | 595,960 | 15 | 1 | 6.048508 |
2024-12-25
| 1 | 17 | null | 999 | 12 | 4 | 7.768803 | 2.967865 | 103.15945 | 0.644242 | 3.964842 | 7.448431 | 4.761921 | 0.567414 | 0.379949 | 0.797345 | 0.079692 | 0.407062 | 1.014314 | 0 | 1 | 1 | 1 |
Medium
| 1 | 0 | 1 | 2 | 0 | 4 | 2 |
14,937 | 48 | 59,866 |
High School
|
Healthcare
| 1 |
Married
|
Family_Formation
| 1 | 3 | 0 |
West
| 1.251982 | 2 | 0 | 0 | 4 | 3.694123 | 0.391992 | 0 | 0.245827 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 10 | 5.625518 | 0 | 802 | 141,768 | 10 | 0 | 1.199374 |
2024-05-06
| 48 | 18 | null | 999 | 5 | 2 | 3.217727 | 2.356132 | 92.927423 | 0.590026 | 8.363455 | 4.420897 | 7.664853 | 0.548812 | 0.379949 | 0.796198 | 1.07564 | 0.990649 | 0.274139 | 1 | 1 | 0 | 0 |
Medium
| 1 | 2 | 1 | 2 | 4 | 4 | 2 |
14,938 | 44 | 57,070 |
Bachelor
|
Healthcare
| 3 |
Divorced
|
Established_Family
| 1 | 4 | 0 |
West
| 0.983853 | 4 | 1 | 0.25 | 1 | 1.423186 | 0.154039 | 1 | 0.342795 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | 54 | 11.948059 | 0 | 800 | 361,895 | 19 | 2 | 5.93646 |
2024-04-24
| 305 | 5 | null | 999 | 4 | 2 | 7.478666 | 2.574205 | 92.986198 | 0.382052 | 1 | 7.48096 | 9.13313 | 0.846482 | 0.664037 | 0.792736 | 1.138259 | 0.564828 | 1.725276 | 1 | 0 | 0 | 1 |
Medium
| 0 | 2 | 0 | 1 | 4 | 4 | 2 |
14,939 | 33 | 47,296 |
Master
|
Professional
| 2 |
Single
|
Established_Family
| 0 | 3 | 0 |
Northeast
| 1.18237 | 2 | 0 | 0 | 1 | 4.255006 | 0.172797 | 1 | 0.51993 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 74 | 8.503251 | 0 | 740 | 0 | 0 | 1 | 6.760124 |
2024-08-04
| 64 | 26 |
Child_Birth
| 12 | 8 | 3 | 2.049662 | 3.124116 | 90.23245 | 0.429953 | 5.994181 | 4.729522 | 6.008597 | 0.42035 | 0.379949 | 0.779139 | 0.662613 | 0.63915 | 0.867917 | 1 | 0 | 1 | 0 |
Medium
| 2 | 5 | 2 | 1 | 1 | 0 | 2 |
14,940 | 43 | 82,161 |
Master
|
Service
| 3 |
Single
|
Empty_Nester
| 0 | 3 | 1 |
Midwest
| 0.8063 | 3 | 0 | 0 | 5 | 5.548744 | 0.272877 | 1 | 0.365842 | 4 | 1 | 0 | 1 | 0 | 0 | 1 | 2 | 5 | 2.511137 | 0 | 742 | 0 | 0 | 2 | 6.155376 |
2024-07-04
| 36 | 42 |
Home_Purchase
| 194 | 7 | 3 | 6.73171 | 2.615176 | 107.481285 | 0.389657 | 2.962644 | 4.985867 | 5.879162 | 0.246597 | 0.53705 | 0.819112 | 1.145549 | 0.322635 | 1.567614 | 1 | 0 | 1 | 1 |
Medium
| 2 | 8 | 2 | 0 | 0 | 1 | 2 |
14,941 | 40 | 42,014 |
High School
|
Professional
| 5 |
Single
|
Established_Family
| 0 | 3 | 0 |
Northeast
| 1.093942 | 4 | 2 | 0.5 | 0 | 2.66166 | 0.182353 | 1 | 0.372392 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 14 | 7.827963 | 23,187 | 767 | 0 | 0 | 4 | 5.664919 |
2024-08-29
| 122 | 54 |
Child_Birth
| 25 | 8 | 3 | 5.253795 | 2.554384 | 130 | 0.102396 | 3.44713 | 3.321665 | 5.079775 | 0.165299 | 0.664037 | 0.770567 | 0.781155 | 0.54959 | 1.961663 | 0 | 0 | 1 | 1 |
Medium
| 1 | 5 | 2 | 1 | 1 | 0 | 2 |
14,942 | 46 | 112,976 |
High School
|
Transportation
| 2 |
Single
|
Established_Family
| 1 | 2 | 0 |
Midwest
| 0.890966 | 3 | 0 | 0 | 1 | 3.767344 | 0.239701 | 0 | 0.359051 | 3 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 32 | 7.223708 | 0 | 703 | 124,860 | 62 | 1 | 4.487976 |
2024-05-14
| 154 | 31 | null | 999 | 5 | 2 | 2.675047 | 1.679548 | 97.727072 | 0.796403 | 7.622426 | 4.244369 | 7.249815 | 0.355819 | 0.53705 | 0.842165 | 0.508266 | 0.855743 | 0.877952 | 1 | 1 | 1 | 1 |
High
| 1 | 9 | 2 | 1 | 0 | 4 | 0 |
14,943 | 33 | 25,000 |
Bachelor
|
Government
| 1 |
Single
|
Established_Family
| 1 | 2 | 0 |
Midwest
| 1.389698 | 5 | 1 | 0.2 | 1 | 4.1704 | 0.685936 | 1 | 0.385764 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 2 | 20 | 0.931795 | 0 | 738 | 332,336 | 2 | 0 | 3.242997 |
2024-02-15
| 126 | 43 | null | 999 | 2 | 1 | 5.481074 | 2.240494 | 101.49439 | 0.344201 | 4.475533 | 6.391789 | 4.668269 | 0.238513 | 0.761594 | 0.732993 | 0.480713 | 0.843274 | 0.240893 | 1 | 0 | 0 | 1 |
Medium
| 0 | 1 | 2 | 1 | 0 | 4 | 2 |
14,944 | 25 | 72,699 |
Bachelor
|
Healthcare
| 6 |
Married
|
Young_Professional
| 1 | 1 | 1 |
Southwest
| 0.743117 | 3 | 0 | 0 | 2 | 0.876365 | 0.718225 | 0 | 0.363646 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 108 | 1.716905 | 0 | 547 | 120,995 | 18 | 5 | 5.843651 |
2024-07-01
| 284 | 16 | null | 999 | 7 | 3 | 5.316553 | 3.814005 | 96.967365 | 0.501335 | 3.646545 | 3.182862 | 6.431725 | 0.586646 | 0.53705 | 0.810256 | 0.349724 | 0.764612 | 2 | 1 | 1 | 1 | 1 |
High
| 0 | 2 | 1 | 4 | 3 | 4 | 0 |
14,945 | 44 | 65,711 |
Master
|
Healthcare
| 1 |
Married
|
Established_Family
| 1 | 1 | 0 |
Midwest
| 1.417602 | 4 | 0 | 0 | 0 | 1.380625 | 0.492815 | 1 | 0.297791 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 44 | 9.027324 | 0 | 768 | 202,554 | 29 | 0 | 10 |
2024-07-16
| 63 | 7 | null | 999 | 7 | 3 | 5.174205 | 2.321943 | 96.362757 | 0.655609 | 5.215158 | 7.673948 | 6.992148 | 0.79189 | 0.664037 | 0.802941 | 0.187121 | 0.936149 | 1.274174 | 1 | 1 | 0 | 1 |
Medium
| 2 | 2 | 1 | 1 | 0 | 4 | 2 |
14,946 | 70 | 32,704 |
Bachelor
|
Service
| 4 |
Single
|
Retirement
| 1 | 0 | 0 |
Midwest
| 0.342417 | 3 | 1 | 0.333333 | 4 | 2.68653 | 0.332715 | 0 | 0.418747 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 126 | 1.355797 | 0 | 725 | 843,854 | 25 | 3 | 3.277431 |
2024-12-15
| 25 | 38 |
Child_Birth
| 69 | 12 | 4 | 6.455198 | 4.77361 | 82.426817 | 0.459608 | 7.268962 | 4.400654 | 5.815855 | 0.281769 | 0.53705 | 0.752436 | 0 | 0.932438 | 1.402812 | 0 | 0 | 1 | 1 |
Medium
| 0 | 8 | 2 | 3 | 0 | 0 | 2 |
14,947 | 46 | 39,610 |
High School
|
Professional
| 1 |
Married
|
Family_Formation
| 1 | 2 | 0 |
Southeast
| 1.372734 | 4 | 0 | 0 | 1 | 3.241431 | 0.34996 | 2 | 0.166103 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 17 | 2.610085 | 53,564 | 576 | 247,463 | 1 | 0 | 6.992597 |
2024-01-27
| 39 | 25 | null | 999 | 1 | 1 | 5.642173 | 1.418007 | 98.540095 | 0.437364 | 4.539742 | 2.031838 | 4.168985 | 0.434598 | 0.664037 | 0.766303 | 0.593563 | 0.989593 | 0.982542 | 0 | 1 | 0 | 1 |
Medium
| 1 | 5 | 1 | 2 | 2 | 4 | 2 |
14,948 | 40 | 64,787 |
High School
|
Management
| 3 |
Married
|
Established_Family
| 1 | 1 | 0 |
Northeast
| 1.363201 | 3 | 0 | 0 | 4 | 3.530369 | 0.186006 | 1 | 0.51299 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 3.875613 | 0 | 834 | 386,603 | 36 | 2 | 4.271521 |
2024-06-01
| 38 | 11 | null | 999 | 6 | 2 | 7.17377 | 2.735755 | 109.040534 | 0.124751 | 6.873211 | 1.834174 | 4.202599 | 0.693041 | 0.53705 | 0.801916 | 0.279772 | 1.167637 | 0.895172 | 1 | 1 | 1 | 1 |
High
| 1 | 3 | 1 | 1 | 1 | 4 | 0 |
14,949 | 56 | 84,928 |
Master
|
Education
| 2 |
Married
|
Empty_Nester
| 1 | 3 | 0 |
Southwest
| 1.253079 | 3 | 1 | 0.333333 | 2 | 1.826153 | 0.517361 | 0 | 0.16283 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 67 | 4.459697 | 0 | 816 | 123,858 | 25 | 1 | 5.806058 |
2024-04-05
| 53 | 12 |
Home_Purchase
| 67 | 4 | 2 | 3.631404 | 3.451696 | 107.596892 | 0.606203 | 3.904407 | 6.151136 | 4.427226 | 0.67032 | 0.53705 | 0.821509 | 0.567771 | 1.064214 | 1.044914 | 1 | 1 | 0 | 1 |
High
| 2 | 0 | 1 | 0 | 3 | 1 | 0 |
14,950 | 42 | 25,000 |
Bachelor
|
Professional
| 4 |
Married
|
Established_Family
| 1 | 2 | 0 |
Northeast
| 1.60726 | 2 | 0 | 0 | 7 | 0.584446 | 0.343314 | 0 | 0.486561 | 2 | 1 | 0 | 0 | 1 | 1 | 0 | 2 | 203 | 0.354769 | 0 | 712 | 132,690 | 35 | 3 | 3.697043 |
2024-04-01
| 201 | 22 | null | 999 | 4 | 2 | 5.456966 | 1.559007 | 119.512494 | 0.270987 | 4.840508 | 5.236028 | 10 | 0.480305 | 0.379949 | 0.732993 | 0.485623 | 0.967484 | 1.481386 | 1 | 1 | 0 | 0 |
Medium
| 0 | 5 | 1 | 1 | 1 | 4 | 2 |
14,951 | 73 | 71,463 |
Master
|
Professional
| 3 |
Married
|
Retirement
| 1 | 1 | 0 |
Southwest
| 1.033781 | 2 | 0 | 0 | 0 | 0.678625 | 0.378668 | 2 | 0.290827 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 67 | 4.769084 | 25,673 | 649 | 321,321 | 7 | 2 | 4.224126 |
2024-04-16
| 75 | 40 |
Home_Purchase
| 82 | 4 | 2 | 3.403497 | 3.444303 | 87.047928 | 0.605772 | 5.746718 | 5.297277 | 6.672529 | 0.263597 | 0.379949 | 0.809015 | 0.358029 | 0.785333 | 1.104611 | 0 | 1 | 1 | 0 |
Medium
| 2 | 5 | 1 | 3 | 3 | 1 | 2 |
14,952 | 44 | 37,250 |
Bachelor
|
Service
| 1 |
Widowed
|
Established_Family
| 1 | 3 | 0 |
Southeast
| 1.149365 | 3 | 0 | 0 | 3 | 1.612092 | 0.219807 | 0 | 0.444562 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 18 | 10.560779 | 31,766 | 839 | 238,268 | 23 | 0 | 6.511933 |
2024-08-06
| 373 | 45 | null | 999 | 8 | 3 | 4.512912 | 2.873406 | 101.904826 | 0.393963 | 8.470474 | 7.643224 | 9.591225 | 0.22313 | 0.53705 | 0.761856 | 1.138777 | 0.70062 | 0.784737 | 0 | 1 | 0 | 1 |
Medium
| 0 | 8 | 3 | 1 | 2 | 4 | 2 |
14,953 | 55 | 96,295 |
Bachelor
|
Professional
| 3 |
Single
|
Retirement
| 0 | 4 | 0 |
Southwest
| 1.170417 | 3 | 0 | 0 | 6 | 1.514015 | 0.205834 | 0 | 0.462922 | 0 | 3 | 1 | 0 | 1 | 0 | 0 | 2 | 4 | 4.027436 | 12,040 | 624 | 0 | 0 | 2 | 3.973829 |
2024-03-04
| 58 | 54 |
Home_Purchase
| 20 | 3 | 1 | 7.249812 | 2.836321 | 103.708936 | 0.612948 | 7.79754 | 5.92079 | 8.549716 | 0.165299 | 0.53705 | 0.830601 | 1.206378 | 0.176261 | 0.975297 | 0 | 0 | 0 | 1 |
Medium
| 0 | 5 | 2 | 3 | 3 | 1 | 2 |
14,954 | 33 | 25,000 |
High School
|
Service
| 1 |
Married
|
Family_Formation
| 0 | 3 | 0 |
West
| 1.622488 | 5 | 2 | 0.4 | 0 | 5.636839 | 0.471987 | 1 | 0.216673 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11.709122 | 0 | 900 | 0 | 0 | 0 | 6.579952 |
2024-10-18
| 60 | 24 | null | 999 | 10 | 4 | 2.526661 | 1.709949 | 76.781591 | 0.585614 | 5.241124 | 3.886808 | 6.397937 | 0.449329 | 0.761594 | 0.732993 | 1.26424 | 0.436705 | 0.796501 | 1 | 0 | 0 | 1 |
Medium
| 1 | 8 | 1 | 2 | 4 | 4 | 2 |
14,955 | 52 | 212,602 |
Master
|
Retired
| 1 |
Married
|
Family_Formation
| 1 | 2 | 0 |
Midwest
| 0.948893 | 6 | 1 | 0.166667 | 2 | 5.599584 | 0.121455 | 0 | 0.430117 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 6 | 0.952034 | 0 | 603 | 148,900 | 6 | 0 | 7.230591 |
2024-09-15
| 305 | 2 | null | 999 | 9 | 3 | 6.156786 | 3.109201 | 115.941214 | 0.215513 | 7.468595 | 7.880469 | 5.221713 | 0.935507 | 0.833655 | 0.887928 | 0.408032 | 0.557851 | 0.444733 | 1 | 1 | 0 | 1 |
High
| 2 | 6 | 1 | 2 | 0 | 4 | 0 |
14,956 | 49 | 28,805 |
Master
|
Professional
| 1 |
Single
|
Family_Formation
| 1 | 2 | 0 |
Southwest
| 1.403466 | 2 | 2 | 1 | 1 | 4.602433 | 0.382561 | 3 | 0.536552 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 19 | 0.911387 | 0 | 732 | 140,659 | 57 | 0 | 6.552859 |
2024-08-13
| 427 | 10 | null | 999 | 8 | 3 | 7.229805 | 3.436501 | 97.149266 | 0.147602 | 5.155349 | 5.766677 | 10 | 0.716531 | 0.379949 | 0.743247 | 0.367186 | 1.014332 | 1.227521 | 1 | 1 | 0 | 1 |
High
| 2 | 5 | 2 | 2 | 3 | 4 | 0 |
14,957 | 44 | 115,609 |
High School
|
Healthcare
| 1 |
Divorced
|
Established_Family
| 1 | 3 | 0 |
Southwest
| 0.662359 | 6 | 0 | 0 | 1 | 5.108527 | 0.133225 | 2 | 0.558616 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 53 | 6.337208 | 0 | 760 | 129,572 | 28 | 0 | 4.069639 |
2024-05-27
| 54 | 1 | null | 999 | 5 | 2 | 5.015171 | 2.212774 | 88.928861 | 0.809041 | 5.738934 | 6.688996 | 8.625513 | 0.967216 | 0.833655 | 0.843833 | 0.706334 | 0.208798 | 0.477755 | 1 | 1 | 0 | 1 |
High
| 1 | 2 | 0 | 1 | 3 | 4 | 0 |
14,958 | 37 | 47,027 |
High School
|
Retired
| 3 |
Married
|
Family_Formation
| 1 | 2 | 0 |
Northeast
| 1.648234 | 1 | 0 | 0 | 2 | 2.300913 | 0.189488 | 1 | 0.487362 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 3.889115 | 0 | 501 | 259,423 | 93 | 2 | 3.784362 |
2024-07-13
| 39 | 52 |
Job_Change
| 11 | 7 | 3 | 3.889025 | 3.895063 | 119.737519 | 0.38917 | 4.892136 | 7.722192 | 8.414146 | 0.176694 | 0.197375 | 0.778726 | 0.403434 | 1.250597 | 0.534752 | 1 | 1 | 1 | 1 |
High
| 1 | 6 | 1 | 2 | 1 | 2 | 0 |
14,959 | 35 | 29,995 |
Bachelor
|
Sales
| 6 |
Married
|
Young_Professional
| 1 | 3 | 0 |
Midwest
| 0.798727 | 0 | 0 | 0 | 3 | 1.80847 | 0.301146 | 2 | 0.404029 | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 17 | 9.322736 | 0 | 758 | 111,661 | 1 | 5 | 5.889339 |
2024-03-12
| 30 | 11 | null | 999 | 3 | 1 | 5.726432 | 2.755895 | 87.653936 | 0.440379 | 4.182301 | 8.843503 | 6.058906 | 0.693041 | 0 | 0.746177 | 1.055062 | 0.664523 | 2 | 1 | 1 | 1 | 1 |
High
| 0 | 7 | 1 | 4 | 0 | 4 | 0 |
14,960 | 49 | 57,472 |
Bachelor
|
Retired
| 3 |
Married
|
Empty_Nester
| 0 | 0 | 0 |
Southeast
| 1.142728 | 2 | 1 | 0.5 | 0 | 2.101611 | 0.559746 | 0 | 0.363762 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 2 | 1 | 7.522243 | 0 | 797 | 0 | 0 | 2 | 7.424387 |
2024-10-11
| 109 | 29 | null | 999 | 10 | 4 | 5.690072 | 2.540702 | 93.689046 | 0.67087 | 6.440154 | 5.513128 | 6.05708 | 0.380349 | 0.379949 | 0.793244 | 0.028915 | 0.502285 | 1.440866 | 0 | 0 | 0 | 1 |
Medium
| 0 | 6 | 1 | 0 | 2 | 4 | 2 |
14,961 | 54 | 90,896 |
Bachelor
|
Management
| 3 |
Married
|
Established_Family
| 1 | 2 | 0 |
Midwest
| 0.800467 | 3 | 0 | 0 | 3 | 1.794224 | 0.356092 | 1 | 0.43845 | 0 | 2 | 0 | 0 | 1 | 1 | 1 | 3 | 144 | 5.095189 | 0 | 714 | 392,361 | 4 | 2 | 4.16485 |
2024-02-09
| 234 | 12 |
Child_Birth
| 68 | 2 | 1 | 4.168734 | 2.889121 | 101.197317 | 0.140341 | 8.598964 | 6.530811 | 7.196588 | 0.67032 | 0.53705 | 0.826425 | 0.625828 | 0.781543 | 1.080868 | 1 | 1 | 0 | 1 |
High
| 0 | 3 | 1 | 1 | 0 | 0 | 0 |
14,962 | 43 | 25,000 |
Bachelor
|
Retired
| 4 |
Married
|
Young_Professional
| 1 | 1 | 1 |
Southeast
| 1.389307 | 1 | 0 | 0 | 0 | 2.369125 | 0.44136 | 1 | 0.271993 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 58 | 1.537465 | 0 | 869 | 163,249 | 46 | 3 | 5.103508 |
2024-07-17
| 552 | 15 | null | 999 | 7 | 3 | 9.395709 | 1.681784 | 93.237177 | 0.542541 | 6.058636 | 4.480713 | 4.764433 | 0.606531 | 0.197375 | 0.732993 | 0.179196 | 0.897813 | 1.727291 | 1 | 0 | 1 | 1 |
Medium
| 0 | 6 | 1 | 4 | 2 | 4 | 2 |
14,963 | 49 | 74,678 |
Master
|
Government
| 4 |
Married
|
Established_Family
| 0 | 2 | 0 |
Midwest
| 0.624914 | 8 | 0 | 0 | 3 | 0.76534 | 0.359052 | 2 | 0.40499 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 15 | 7.97754 | 0 | 840 | 0 | 0 | 3 | 5.010808 |
2024-06-05
| 401 | 2 | null | 999 | 6 | 2 | 4.133192 | 2.847464 | 90.006464 | 0.323732 | 5.129183 | 4.540128 | 7.657081 | 0.935507 | 0.921669 | 0.8122 | 0.236098 | 0.342425 | 1.363919 | 1 | 0 | 0 | 1 |
Medium
| 2 | 1 | 1 | 1 | 0 | 4 | 2 |
14,964 | 44 | 48,663 |
Bachelor
|
Government
| 2 |
Married
|
Established_Family
| 0 | 3 | 0 |
West
| 0.917097 | 4 | 0 | 0 | 1 | 1.618885 | 0.259378 | 3 | 0.46641 | 2 | 1 | 1 | 0 | 1 | 0 | 0 | 2 | 2 | 3.614875 | 37,827 | 759 | 0 | 0 | 1 | 4.146762 |
2024-08-16
| 124 | 16 | null | 999 | 8 | 3 | 3.447222 | 2.994765 | 114.979584 | 0.531684 | 4.273572 | 3.50178 | 5.273294 | 0.586646 | 0.664037 | 0.781201 | 0.454493 | 0.44656 | 0.564243 | 0 | 0 | 0 | 0 |
Medium
| 0 | 1 | 1 | 1 | 4 | 4 | 2 |
14,965 | 46 | 69,301 |
Bachelor
|
Professional
| 3 |
Married
|
Established_Family
| 1 | 1 | 0 |
Northeast
| 1.169519 | 5 | 1 | 0.2 | 2 | 4.274131 | 0.373626 | 2 | 0.158445 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 2 | 38 | 5.344805 | 0 | 900 | 206,137 | 5 | 2 | 5.743563 |
2024-06-02
| 207 | 1 | null | 999 | 6 | 2 | 4.649678 | 3.618716 | 95.030764 | 0.546322 | 6.137336 | 3.964176 | 7.909015 | 0.967216 | 0.761594 | 0.806791 | 0.371419 | 0.814318 | 1.491515 | 1 | 1 | 1 | 1 |
High
| 0 | 5 | 1 | 1 | 1 | 4 | 0 |
14,966 | 41 | 49,344 |
High School
|
Government
| 1 |
Married
|
Established_Family
| 0 | 1 | 0 |
Southeast
| 1.055438 | 2 | 0 | 0 | 4 | 1.258079 | 0.475538 | 2 | 0.394919 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15 | 0.348807 | 0 | 682 | 0 | 0 | 0 | 5.848203 |
2024-05-21
| 45 | 68 | null | 999 | 5 | 2 | 7.103417 | 3.218193 | 94.816808 | 0.727684 | 6.474168 | 7.903042 | 7.118423 | 0.103657 | 0.379949 | 0.782207 | 0.473043 | 0.528321 | 0.719172 | 1 | 0 | 0 | 0 |
Medium
| 1 | 1 | 1 | 1 | 2 | 4 | 2 |
14,967 | 45 | 34,782 |
High School
|
Retired
| 2 |
Married
|
Family_Formation
| 1 | 2 | 0 |
West
| 1.033155 | 2 | 0 | 0 | 3 | 7.884839 | 0.438411 | 2 | 0.478351 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 15 | 10.353862 | 100,000 | 774 | 245,696 | 36 | 1 | 4.840788 |
2024-05-17
| 110 | 68 | null | 999 | 5 | 2 | 5.820139 | 2.147885 | 106.908755 | 0.689477 | 6.67046 | 5.080838 | 5.097969 | 0.103657 | 0.379949 | 0.756895 | 0.510509 | 1.133272 | 1.161915 | 0 | 1 | 1 | 0 |
Medium
| 1 | 6 | 1 | 2 | 4 | 4 | 2 |
14,968 | 85 | 25,137 |
Bachelor
|
Healthcare
| 1 |
Married
|
Empty_Nester
| 1 | 3 | 0 |
Northeast
| 1.081511 | 2 | 0 | 0 | 0 | 2.136593 | 0.122976 | 0 | 0.591187 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 11 | 11.220869 | 38,806 | 749 | 140,578 | 57 | 0 | 1.758492 |
2024-01-06
| 346 | 43 | null | 999 | 1 | 1 | 3.958728 | 1.583356 | 105.894236 | 0.464325 | 4.225998 | 6.980166 | 6.751503 | 0.238513 | 0.379949 | 0.733388 | 1.235748 | 1.169299 | 0.579537 | 0 | 1 | 0 | 1 |
Medium
| 0 | 2 | 1 | 0 | 1 | 4 | 2 |
14,969 | 49 | 73,393 |
Master
|
Professional
| 1 |
Single
|
Established_Family
| 0 | 2 | 0 |
Southeast
| 1.497334 | 6 | 1 | 0.166667 | 2 | 2.047466 | 0.377097 | 0 | 0.37449 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 19 | 9.615893 | 0 | 497 | 0 | 0 | 0 | 2.271729 |
2024-12-07
| 71 | 1 | null | 999 | 12 | 4 | 6.30242 | 2.743869 | 107.628651 | 0.686343 | 3.487831 | 2.227371 | 6.932672 | 0.967216 | 0.833655 | 0.810943 | 1.099072 | 0.126073 | 0.488668 | 1 | 0 | 0 | 0 |
Medium
| 2 | 5 | 2 | 1 | 2 | 4 | 2 |
14,970 | 54 | 73,157 |
Master
|
Professional
| 1 |
Married
|
Empty_Nester
| 1 | 2 | 0 |
Southeast
| 1.259189 | 1 | 1 | 1 | 4 | 2.316044 | 0.308891 | 0 | 0.428659 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | 5.031198 | 0 | 743 | 491,415 | 42 | 0 | 5.000712 |
2024-07-26
| 30 | 17 | null | 999 | 7 | 3 | 4.733972 | 1.72547 | 81.898331 | 0.238019 | 4.172184 | 4.032589 | 6.86143 | 0.567414 | 0.197375 | 0.81071 | 0.672383 | 1.218273 | 1.224987 | 1 | 1 | 0 | 1 |
High
| 2 | 5 | 1 | 0 | 2 | 4 | 0 |
14,971 | 51 | 72,937 |
Master
|
Service
| 5 |
Married
|
Empty_Nester
| 0 | 3 | 1 |
Northeast
| 0.954218 | 0 | 0 | 0 | 0 | 2.2911 | 0.315748 | 0 | 0.704905 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 36 | 10.592994 | 0 | 671 | 0 | 0 | 4 | 4.82414 |
2024-05-27
| 40 | 6 | null | 999 | 5 | 2 | 2.876095 | 3.0281 | 113.60889 | 0.263654 | 8.74535 | 8.118755 | 9.204798 | 0.818731 | 0 | 0.810492 | 0.511503 | 0.387356 | 1.482686 | 1 | 0 | 1 | 1 |
Medium
| 2 | 8 | 1 | 0 | 1 | 4 | 2 |
14,972 | 41 | 63,358 |
Bachelor
|
Education
| 1 |
Single
|
Young_Professional
| 0 | 1 | 0 |
Southeast
| 1.367063 | 1 | 0 | 0 | 0 | 2.28419 | 0.346839 | 1 | 0.391404 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 54 | 0.369979 | 0 | 825 | 0 | 0 | 0 | 2.541012 |
2024-09-25
| 35 | 57 | null | 999 | 9 | 3 | 4.773556 | 4.56898 | 112.426163 | 0.368577 | 3.763418 | 1.507951 | 5.62936 | 0.149569 | 0.197375 | 0.800301 | 0.255369 | 0.360226 | 0.650614 | 1 | 0 | 0 | 1 |
Medium
| 0 | 0 | 2 | 4 | 2 | 4 | 2 |
14,973 | 64 | 86,406 |
High School
|
Professional
| 3 |
Married
|
Empty_Nester
| 1 | 3 | 1 |
Midwest
| 0.768435 | 2 | 0 | 0 | 3 | 5.090588 | 0.521836 | 0 | 0.620988 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 2 | 8 | 2.566426 | 0 | 764 | 220,307 | 65 | 2 | 5.728337 |
2024-04-23
| 5 | 25 | null | 999 | 4 | 2 | 5.261957 | 2.611504 | 119.196421 | 0.280999 | 5.061942 | 8.678835 | 9.44914 | 0.434598 | 0.379949 | 0.822758 | 0.642857 | 1.356488 | 1.199702 | 1 | 1 | 0 | 1 |
Medium
| 1 | 5 | 1 | 0 | 0 | 4 | 2 |
14,974 | 40 | 113,964 |
Bachelor
|
Retired
| 4 |
Divorced
|
Established_Family
| 1 | 2 | 0 |
West
| 1.239328 | 4 | 0 | 0 | 2 | 2.692421 | 0.472645 | 0 | 0.421388 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 101 | 4.75276 | 0 | 851 | 375,265 | 9 | 3 | 5.497707 |
2024-01-14
| 353 | 30 | null | 999 | 1 | 1 | 8.057937 | 5.03717 | 112.744468 | 0.639886 | 1 | 4.733587 | 5.429406 | 0.367879 | 0.664037 | 0.842795 | 0.377514 | 0.936744 | 1.585425 | 1 | 1 | 1 | 1 |
Medium
| 0 | 6 | 0 | 1 | 4 | 4 | 2 |
14,975 | 60 | 25,000 |
High School
|
Production
| 2 |
Married
|
Empty_Nester
| 1 | 3 | 0 |
Midwest
| 0.700437 | 3 | 0 | 0 | 4 | 1.736484 | 0.197592 | 1 | 0.582059 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 54 | 11.595226 | 0 | 749 | 105,770 | 9 | 1 | 2.030548 |
2024-10-23
| 36 | 126 |
Job_Change
| 49 | 10 | 4 | 6.472941 | 1.335779 | 100.662204 | 0.390634 | 6.758787 | 2.467396 | 8.841469 | 0.014996 | 0.53705 | 0.732993 | 1.06825 | 0.774161 | 0.53698 | 1 | 1 | 0 | 1 |
Medium
| 1 | 4 | 1 | 0 | 0 | 2 | 2 |
14,976 | 39 | 25,000 |
Bachelor
|
Service
| 3 |
Single
|
Family_Formation
| 1 | 0 | 0 |
Midwest
| 0.870206 | 4 | 2 | 0.5 | 3 | 5.179774 | 0.160593 | 0 | 0.508425 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 7 | 7.358876 | 0 | 837 | 128,532 | 37 | 2 | 5.216718 |
2024-12-03
| 313 | 33 | null | 999 | 12 | 4 | 6.464874 | 4.705235 | 112.347537 | 0.539996 | 4.952457 | 2.125217 | 7.22367 | 0.332871 | 0.664037 | 0.732993 | 0 | 0.950464 | 0.983771 | 0 | 1 | 1 | 0 |
Medium
| 0 | 8 | 2 | 2 | 0 | 4 | 2 |
14,977 | 30 | 137,416 |
High School
|
Transportation
| 2 |
Married
|
Established_Family
| 1 | 3 | 0 |
Southeast
| 1.366277 | 5 | 1 | 0.2 | 1 | 1.381265 | 0.195065 | 2 | 0.352313 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 53 | 5.046127 | 0 | 801 | 100,000 | 42 | 1 | 8.645011 |
2024-12-06
| 15 | 9 |
Home_Purchase
| 104 | 12 | 4 | 7.008565 | 2.509519 | 89.885455 | 0.634742 | 6.258672 | 5.814655 | 4.797884 | 0.740818 | 0.761594 | 0.85634 | 1.055103 | 0.91414 | 0.993604 | 1 | 0 | 1 | 1 |
Medium
| 1 | 9 | 1 | 1 | 2 | 1 | 2 |
14,978 | 50 | 25,000 |
High School
|
Education
| 2 |
Single
|
Established_Family
| 0 | 0 | 0 |
West
| 1.144508 | 2 | 0 | 0 | 4 | 0.578253 | 0.183552 | 3 | 0.179914 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 2 | 82 | 0.767392 | 37,082 | 602 | 0 | 0 | 1 | 6.829995 |
2024-01-27
| 122 | 1 | null | 999 | 1 | 1 | 4.825512 | 3.309198 | 99.248707 | 0.449648 | 7.044729 | 7.385197 | 6.496346 | 0.967216 | 0.379949 | 0.732993 | 0 | 0.48272 | 1.382686 | 0 | 0 | 1 | 0 |
Medium
| 1 | 0 | 2 | 1 | 4 | 4 | 2 |
14,979 | 28 | 25,546 |
Bachelor
|
Service
| 5 |
Married
|
Young_Professional
| 1 | 1 | 0 |
Northeast
| 1.035072 | 3 | 0 | 0 | 4 | 4.816584 | 0.619703 | 1 | 0.345067 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 5 | 5.226097 | 65,239 | 715 | 225,214 | 12 | 4 | 8.815767 |
2024-06-28
| 707 | 29 | null | 999 | 6 | 2 | 6.432393 | 1.806721 | 122.29768 | 0.798281 | 8.707892 | 5.732873 | 4.642579 | 0.380349 | 0.53705 | 0.734557 | 0.414316 | 1.163184 | 1.904791 | 0 | 1 | 1 | 0 |
Medium
| 0 | 8 | 1 | 4 | 1 | 4 | 2 |
14,980 | 53 | 41,251 |
High School
|
Service
| 1 |
Married
|
Empty_Nester
| 0 | 1 | 0 |
Southeast
| 1.392613 | 4 | 1 | 0.25 | 3 | 6.429328 | 0.305232 | 1 | 0.380583 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 3 | 51 | 2.677229 | 31,947 | 844 | 0 | 0 | 0 | 5.107864 |
2024-09-10
| 92 | 19 | null | 999 | 9 | 3 | 7.823151 | 1.373381 | 108.81701 | 0.227793 | 5.68278 | 9.746364 | 6.348719 | 0.530819 | 0.664037 | 0.769241 | 0.88712 | 0.694249 | 0.554668 | 0 | 0 | 0 | 1 |
Medium
| 1 | 8 | 1 | 0 | 2 | 4 | 2 |
14,981 | 27 | 25,000 |
Bachelor
|
Production
| 2 |
Married
|
Established_Family
| 0 | 4 | 0 |
Northeast
| 1.561812 | 2 | 0 | 0 | 3 | 3.039836 | 0.30634 | 2 | 0.691861 | 2 | 1 | 1 | 1 | 0 | 1 | 0 | 3 | 8 | 0.878466 | 58,803 | 816 | 0 | 0 | 1 | 2.881923 |
2024-08-21
| 196 | 31 | null | 999 | 8 | 3 | 3.500321 | 2.352102 | 92.083661 | 0.516975 | 6.55254 | 6.464573 | 5.445372 | 0.355819 | 0.379949 | 0.732993 | 1.0532 | 0.808003 | 0.807594 | 0 | 0 | 1 | 0 |
Medium
| 0 | 4 | 1 | 1 | 1 | 4 | 2 |
14,982 | 40 | 38,989 |
Bachelor
|
Education
| 1 |
Married
|
Established_Family
| 0 | 3 | 0 |
Southeast
| 1.307852 | 3 | 0 | 0 | 2 | 1.201661 | 0.508074 | 4 | 0.569994 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 49 | 9.387994 | 0 | 641 | 0 | 0 | 0 | 2.8276 |
2024-09-17
| 95 | 37 | null | 999 | 9 | 3 | 5.585256 | 2.833974 | 89.925857 | 0.345821 | 3.466445 | 8.462757 | 7.200409 | 0.29132 | 0.53705 | 0.765159 | 0.677324 | 0.669886 | 0.453244 | 1 | 0 | 0 | 0 |
Medium
| 0 | 0 | 1 | 1 | 2 | 4 | 2 |
14,983 | 23 | 27,754 |
Master
|
Education
| 2 |
Divorced
|
Young_Professional
| 1 | 2 | 0 |
Southeast
| 1.174803 | 1 | 0 | 0 | 1 | 4.267934 | 0.403557 | 2 | 0.359481 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 1 | 4 | 8.379385 | 0 | 793 | 195,157 | 3 | 1 | 5.039869 |
2024-12-24
| 4 | 3 | null | 999 | 12 | 4 | 3.822036 | 1.389041 | 96.935907 | 0.379876 | 4.926278 | 9.093157 | 7.167559 | 0.904837 | 0.197375 | 0.740557 | 0.887071 | 0.679091 | 0.511063 | 1 | 0 | 1 | 0 |
Medium
| 2 | 0 | 0 | 4 | 2 | 4 | 2 |
14,984 | 85 | 42,616 |
High School
|
Service
| 3 |
Single
|
Established_Family
| 0 | 2 | 0 |
Southeast
| 1.131736 | 5 | 1 | 0.2 | 4 | 5.179882 | 0.111203 | 1 | 0.431268 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | 1.163966 | 0 | 825 | 0 | 0 | 2 | 4.558834 |
2024-02-23
| 270 | 31 | null | 999 | 2 | 1 | 8.132016 | 2.736408 | 130 | 0.563249 | 5.878842 | 3.273049 | 9.184379 | 0.355819 | 0.761594 | 0.771597 | 0.57755 | 0.089133 | 1.223673 | 1 | 0 | 1 | 1 |
Medium
| 1 | 8 | 2 | 1 | 2 | 4 | 2 |
14,985 | 20 | 57,982 |
High School
|
Service
| 5 |
Single
|
Young_Professional
| 1 | 0 | 0 |
Southeast
| 1.306637 | 3 | 0 | 0 | 1 | 0.667366 | 0.206937 | 1 | 0.513939 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | 52 | 6.20781 | 0 | 696 | 322,565 | 15 | 4 | 5.548197 |
2024-11-25
| 272 | 1 |
Marriage
| 51 | 11 | 4 | 7.916153 | 3.075747 | 110.02056 | 0.313754 | 8.768019 | 3.015738 | 8.486671 | 0.967216 | 0.53705 | 0.793883 | 0.306485 | 0.703354 | 1.730903 | 0 | 0 | 0 | 1 |
Medium
| 1 | 8 | 2 | 4 | 2 | 3 | 2 |
14,986 | 45 | 39,889 |
Master
|
Production
| 1 |
Divorced
|
Family_Formation
| 0 | 0 | 0 |
Southeast
| 1.25777 | 1 | 1 | 1 | 4 | 2.922076 | 0.304354 | 0 | 0.208482 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 3.222776 | 0 | 826 | 0 | 0 | 0 | 6.619843 |
2024-12-14
| 17 | 86 | null | 999 | 12 | 4 | 6.19017 | 2.424241 | 107.469807 | 0.498368 | 6.216295 | 6.854889 | 9.423791 | 0.056888 | 0.197375 | 0.766811 | 0 | 0.220858 | 0.993711 | 0 | 0 | 0 | 0 |
Medium
| 2 | 4 | 0 | 2 | 2 | 4 | 2 |
14,987 | 62 | 38,699 |
High School
|
Production
| 1 |
Single
|
Empty_Nester
| 1 | 0 | 0 |
Southeast
| 1.542572 | 5 | 0 | 0 | 3 | 1.604656 | 0.188121 | 3 | 0.395653 | 2 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 1 | 1.207332 | 0 | 712 | 100,000 | 19 | 0 | 2.643493 |
2024-04-14
| 328 | 22 |
Job_Change
| 46 | 4 | 2 | 2 | 3.663281 | 89.833781 | 0.494807 | 5.481088 | 2.696587 | 7.611564 | 0.480305 | 0.761594 | 0.764618 | 0 | 1.054241 | 0.496667 | 0 | 0 | 0 | 1 |
Medium
| 1 | 4 | 2 | 0 | 2 | 2 | 2 |
14,988 | 60 | 57,227 |
Master
|
Education
| 1 |
Married
|
Empty_Nester
| 1 | 0 | 0 |
Northeast
| 0.661929 | 4 | 1 | 0.25 | 5 | 1.538135 | 0.188788 | 0 | 0.169889 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 17 | 7.597313 | 0 | 772 | 219,852 | 15 | 0 | 5.91644 |
2024-10-02
| 5 | 16 | null | 999 | 10 | 4 | 7.668493 | 2.550435 | 93.162736 | 0.764422 | 3.671249 | 5.01704 | 8.244992 | 0.586646 | 0.664037 | 0.792935 | 0.073084 | 0.472712 | 0.757783 | 0 | 1 | 0 | 1 |
Medium
| 2 | 0 | 1 | 0 | 1 | 4 | 2 |
14,989 | 57 | 91,727 |
High School
|
Transportation
| 5 |
Married
|
Established_Family
| 1 | 3 | 0 |
Southeast
| 1.474879 | 5 | 0 | 0 | 3 | 3.618633 | 0.590346 | 1 | 0.672551 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7.150933 | 0 | 634 | 139,709 | 13 | 4 | 6.27736 |
2024-09-10
| 396 | 23 | null | 999 | 9 | 3 | 5.314989 | 1.602928 | 97.932579 | 0.297708 | 5.69139 | 4.848725 | 5.776695 | 0.464559 | 0.761594 | 0.827084 | 0.708197 | 0.649733 | 1.994113 | 1 | 1 | 1 | 1 |
Medium
| 1 | 9 | 1 | 1 | 2 | 4 | 2 |
14,990 | 40 | 128,255 |
Bachelor
|
Sales
| 2 |
Married
|
Empty_Nester
| 0 | 2 | 0 |
West
| 1.256263 | 1 | 0 | 0 | 5 | 1.106048 | 0.340638 | 1 | 0.468351 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 178 | 6.247394 | 0 | 777 | 0 | 0 | 1 | 6.450353 |
2024-02-27
| 128 | 13 | null | 999 | 2 | 1 | 6.40014 | 1.748884 | 100.936076 | 0.865227 | 5.683383 | 5.139196 | 10 | 0.648344 | 0.197375 | 0.851346 | 0.276058 | 0.13162 | 1.229851 | 1 | 0 | 1 | 0 |
Medium
| 0 | 7 | 1 | 0 | 4 | 4 | 2 |
14,991 | 65 | 42,996 |
High School
|
Service
| 2 |
Single
|
Retirement
| 1 | 2 | 0 |
West
| 0.793861 | 3 | 0 | 0 | 4 | 5.183295 | 0.211088 | 3 | 0.291625 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 2 | 47 | 8.407116 | 0 | 552 | 557,239 | 29 | 1 | 9.49524 |
2024-02-18
| 151 | 63 | null | 999 | 2 | 1 | 4.15549 | 1.994667 | 83.76219 | 0.590712 | 5.239307 | 7.194803 | 6.339564 | 0.122456 | 0.53705 | 0.77224 | 0.765657 | 0.861666 | 1.615121 | 1 | 0 | 0 | 1 |
Medium
| 1 | 8 | 2 | 3 | 4 | 4 | 2 |
14,992 | 58 | 146,522 |
Bachelor
|
Service
| 3 |
Married
|
Empty_Nester
| 1 | 0 | 0 |
Southwest
| 1.423635 | 4 | 0 | 0 | 1 | 3.844136 | 0.592592 | 1 | 0.351841 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 57 | 5.329315 | 0 | 810 | 198,842 | 37 | 2 | 4.687678 |
2024-04-26
| 105 | 28 |
Child_Birth
| 6 | 4 | 2 | 6.540563 | 2.304328 | 100.571098 | 0.481732 | 5.88748 | 6.669353 | 10 | 0.393241 | 0.664037 | 0.860984 | 0.321869 | 1.110419 | 1.543549 | 0 | 0 | 1 | 1 |
Medium
| 0 | 8 | 1 | 0 | 3 | 0 | 2 |
14,993 | 48 | 82,952 |
Master
|
Education
| 1 |
Married
|
Family_Formation
| 1 | 3 | 1 |
Southeast
| 0.855043 | 0 | 0 | 0 | 3 | 1.841221 | 0.289153 | 2 | 0.458102 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 80 | 2.287867 | 0 | 693 | 621,170 | 30 | 0 | 3.374224 |
2024-03-14
| 14 | 19 |
Job_Change
| 32 | 3 | 1 | 6.436692 | 2.972309 | 109.490405 | 0.61014 | 4.755206 | 7.053252 | 8.49598 | 0.530819 | 0 | 0.819805 | 0.982461 | 0.649194 | 0.397315 | 1 | 1 | 0 | 1 |
High
| 2 | 0 | 1 | 2 | 2 | 2 | 0 |
14,994 | 48 | 25,000 |
Bachelor
|
Sales
| 2 |
Single
|
Established_Family
| 1 | 1 | 0 |
Midwest
| 0.509646 | 1 | 0 | 0 | 6 | 2.727894 | 0.11825 | 0 | 0.346223 | 0 | 2 | 0 | 1 | 1 | 1 | 0 | 3 | 3 | 7.441255 | 0 | 818 | 746,197 | 13 | 1 | 8.01913 |
2024-10-18
| 169 | 66 |
Retirement
| 71 | 10 | 4 | 8.09659 | 5.476049 | 92.587398 | 0.871336 | 3.106021 | 5.875318 | 7.198175 | 0.110803 | 0.197375 | 0.732993 | 0.384998 | 0.904414 | 1.092111 | 1 | 0 | 0 | 0 |
Medium
| 0 | 7 | 2 | 1 | 0 | 5 | 2 |
14,995 | 40 | 25,000 |
Bachelor
|
Professional
| 1 |
Married
|
Established_Family
| 1 | 2 | 0 |
West
| 1.006044 | 4 | 0 | 0 | 2 | 4.015455 | 0.343335 | 0 | 0.50796 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 8 | 1.397359 | 0 | 900 | 134,094 | 18 | 0 | 6.7784 |
2024-02-13
| 183 | 7 | null | 999 | 2 | 1 | 2.859423 | 2.446385 | 94.327159 | 0.543458 | 7.344243 | 6.862991 | 7.115241 | 0.79189 | 0.664037 | 0.732993 | 0.506918 | 1.088594 | 0.806017 | 1 | 1 | 0 | 0 |
Medium
| 0 | 5 | 1 | 1 | 4 | 4 | 2 |
14,996 | 31 | 34,669 |
High School
|
Professional
| 5 |
Married
|
Established_Family
| 1 | 1 | 0 |
Northeast
| 0.888283 | 3 | 1 | 0.333333 | 1 | 1.898841 | 0.327544 | 1 | 0.593235 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 3 | 68 | 3.190985 | 25,066 | 797 | 132,349 | 6 | 4 | 3.447893 |
2024-09-02
| 868 | 1 |
Marriage
| 242 | 9 | 3 | 6.666084 | 4.261636 | 92.679134 | 0.438219 | 4.751148 | 1.073472 | 5.501914 | 0.967216 | 0.53705 | 0.756659 | 0.348771 | 0.826576 | 1.596685 | 0 | 0 | 1 | 0 |
Medium
| 1 | 5 | 1 | 1 | 1 | 3 | 2 |
14,997 | 63 | 116,630 |
Master
|
Professional
| 2 |
Married
|
Empty_Nester
| 1 | 5 | 0 |
Midwest
| 0.741583 | 0 | 0 | 0 | 2 | 6.762089 | 0.3061 | 1 | 0.516862 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 2 | 68 | 3.096114 | 11,331 | 723 | 283,826 | 7 | 1 | 6.835782 |
2024-02-04
| 230 | 8 | null | 999 | 2 | 1 | 3.339064 | 3.659269 | 76.161188 | 0.295317 | 6.527194 | 7.335747 | 5.004406 | 0.765928 | 0 | 0.844469 | 1.702537 | 0.731354 | 1.176935 | 0 | 1 | 0 | 1 |
Medium
| 2 | 5 | 1 | 0 | 0 | 4 | 2 |
14,998 | 64 | 36,285 |
Bachelor
|
Government
| 2 |
Single
|
Empty_Nester
| 1 | 3 | 0 |
Southeast
| 1.372361 | 5 | 1 | 0.2 | 1 | 1.718128 | 0.141585 | 1 | 0.407716 | 0 | 2 | 0 | 1 | 1 | 0 | 1 | 3 | 7 | 0.909232 | 0 | 785 | 602,896 | 5 | 1 | 6.247875 |
2024-04-17
| 137 | 7 | null | 999 | 4 | 2 | 6.529976 | 2.995867 | 96.147011 | 0.447417 | 5.484232 | 6.63643 | 7.21135 | 0.79189 | 0.761594 | 0.759957 | 0.763939 | 1.158155 | 0.91285 | 1 | 0 | 0 | 1 |
Medium
| 0 | 1 | 2 | 0 | 2 | 4 | 2 |
14,999 | 31 | 25,000 |
High School
|
Production
| 3 |
Married
|
Established_Family
| 0 | 4 | 1 |
Midwest
| 1.060189 | 0 | 0 | 0 | 4 | 1.547673 | 0.125361 | 5 | 0.396218 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 2 | 32 | 0.156385 | 0 | 845 | 0 | 0 | 2 | 6.57754 |
2024-07-26
| 318 | 14 | null | 999 | 7 | 3 | 5.329451 | 2.567112 | 87.390893 | 0.601705 | 8.448658 | 2.952963 | 4.622808 | 0.627089 | 0 | 0.732993 | 1.169976 | 0.384001 | 1.135021 | 1 | 0 | 1 | 1 |
Medium
| 1 | 4 | 1 | 1 | 0 | 4 | 2 |
15,000 | 42 | 42,730 |
High School
|
Education
| 1 |
Married
|
Established_Family
| 1 | 1 | 1 |
Midwest
| 0.974714 | 5 | 2 | 0.4 | 1 | 1.919834 | 0.120433 | 0 | 0.496545 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 11.583153 | 0 | 681 | 105,663 | 24 | 0 | 4.942153 |
2024-11-16
| 82 | 40 | null | 999 | 11 | 4 | 4.829573 | 4.476011 | 108.65266 | 0.313422 | 5.421316 | 6.804773 | 8.154383 | 0.263597 | 0.761594 | 0.771791 | 0.017553 | 1.316249 | 0.577536 | 1 | 1 | 0 | 1 |
Medium
| 1 | 0 | 1 | 1 | 0 | 4 | 2 |
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