customer_id
int64 1
5k
| age
int64 18
84
| gender
stringclasses 3
values | location
stringlengths 6
23
| income_bracket
stringclasses 4
values | occupation
stringclasses 639
values | education_level
stringclasses 4
values | marital_status
stringclasses 4
values | household_size
int64 1
7
| acquisition_channel
stringclasses 4
values | customer_segment
stringclasses 4
values | savings_account
bool 2
classes | credit_card
bool 2
classes | personal_loan
bool 2
classes | investment_account
bool 2
classes | insurance_product
bool 2
classes | active_products
int64 0
5
| app_logins_frequency
int64 0
99
| feature_usage_diversity
int64 1
9
| bill_payment_user
bool 2
classes | auto_savings_enabled
bool 2
classes | credit_utilization_ratio
float64 0
1
| international_transactions
int64 0
19
| failed_transactions
int64 0
9
| tx_count
int64 1
999
| avg_tx_value
float64 10.3
1,000
| total_tx_volume
int64 153
980k
| first_tx
stringdate 2021-01-01 00:00:00
2023-12-31 00:00:00
| last_tx
stringdate 2021-01-01 00:00:00
2023-12-31 00:00:00
| base_satisfaction
float64 1
5
| tx_satisfaction
float64 1
5
| product_satisfaction
float64 1
5
| satisfaction_score
int64 1
10
| nps_score
int64 -100
100
| last_survey_date
stringdate 2021-01-01 00:00:00
2023-12-31 00:00:00
| support_tickets_count
int64 0
19
| resolved_tickets_ratio
float64 0.5
1
| app_store_rating
float64 1
5
| feedback_sentiment
stringclasses 3
values | feature_requests
stringclasses 4
values | complaint_topics
stringclasses 4
values | clv_segment
stringclasses 3
values | monthly_transaction_count
float64 1
100
| average_transaction_value
float64 10
1,000
| total_transaction_volume
int64 384
1,000k
| transaction_frequency
float64 0
30
| last_transaction_date
stringdate 2021-01-26 00:00:00
2023-12-31 00:00:00
| preferred_transaction_type
stringclasses 3
values | first_transaction_date
stringdate 2021-01-01 00:00:00
2023-12-31 00:00:00
| weekend_transaction_ratio
float64 0
1
| avg_daily_transactions
float64 0
10
| customer_tenure
float64 0.01
20
| churn_probability
float64 0
1
| customer_lifetime_value
float64 103
100k
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 69 |
M
|
North Judithbury
|
Medium
|
Commercial art gallery manager
|
High School
|
Single
| 6 |
Referral
|
Premium
| false | false | false | true | false | 1 | 67 | 6 | true | true | 0.16776 | 7 | 6 | 63 | 311.441648 | 19,593 |
2021-08-17
|
2021-04-19
| 1.733348 | 3.523147 | 4.766308 | 6 | -97 |
2023-05-30
| 19 | 0.927194 | 1.889935 |
Positive
|
International Transfers
|
Transaction Delays
|
High
| 26.198046 | 611.136581 | 832,570 | 2.960367 |
2023-07-25
|
Credit
|
2021-08-17 00:00:00
| 0.429254 | 8.52628 | 2.534364 | 0.67712 | 72,432.21493 |
2 | 32 |
M
|
East Jill
|
Medium
|
Computer games developer
|
High School
|
Married
| 1 |
Branch
|
Premium
| false | true | true | true | false | 3 | 88 | 5 | true | true | 0.1201 | 18 | 0 | 227 | 945.804009 | 214,515 |
2021-02-21
|
2023-08-11
| 2.617797 | 1.995384 | 2.839914 | 1 | -70 |
2022-01-16
| 4 | 0.929077 | 2.710519 |
Neutral
|
International Transfers
|
Fees
|
Medium
| 28.810389 | 889.1833 | 140,536 | 3.804167 |
2023-08-23
|
Transfer
|
2021-02-21 00:00:00
| 0.739509 | 7.609074 | 3.391224 | 0.115953 | 44,736.44098 |
3 | 78 |
F
|
New Roberttown
|
High
|
Audiological scientist
|
Bachelor
|
Widowed
| 5 |
Online
|
Regular
| true | true | false | false | true | 3 | 21 | 6 | false | false | 0.316259 | 17 | 8 | 346 | 673.614158 | 232,858 |
2022-07-18
|
2021-01-18
| 2.940622 | 1.655655 | 1.990426 | 8 | -41 |
2023-01-03
| 6 | 0.518376 | 1.750855 |
Negative
|
Budgeting Tools
| null |
Medium
| 77.241254 | 324.055451 | 318,211 | 26.89411 |
2022-07-31
|
Debit
|
2022-07-18 00:00:00
| 0.983516 | 3.276276 | 8.438606 | 0.107837 | 22,137.94961 |
4 | 38 |
M
|
East Jessetown
|
Medium
|
Event organiser
|
Master
|
Widowed
| 2 |
Referral
|
Regular
| true | true | true | true | true | 5 | 58 | 1 | true | true | 0.616562 | 12 | 0 | 740 | 579.155882 | 428,460 |
2022-05-17
|
2021-05-17
| 3.36333 | 3.967837 | 1.621199 | 2 | -11 |
2022-05-18
| 4 | 0.58997 | 4.022311 |
Positive
| null | null |
High
| 67.29333 | 511.943555 | 644,061 | 14.516538 |
2023-09-27
|
Transfer
|
2022-05-17 00:00:00
| 0.044178 | 8.031464 | 18.551549 | 0.027105 | 3,102.027346 |
5 | 41 |
F
|
Lake Debra
|
High
|
Social research officer, government
|
Master
|
Married
| 7 |
Online
|
Regular
| true | true | false | true | false | 3 | 7 | 8 | false | false | 0.66633 | 13 | 4 | 853 | 129.03593 | 110,037 |
2022-04-03
|
2023-03-07
| 3.710751 | 1.708444 | 1.291168 | 7 | -64 |
2021-05-29
| 1 | 0.81955 | 4.337685 |
Positive
|
Budgeting Tools
|
Customer Service
|
Low
| 36.049016 | 640.011042 | 742,247 | 22.460969 |
2023-06-29
|
Transfer
|
2022-04-03 00:00:00
| 0.206145 | 5.656332 | 16.214568 | 0.025611 | 25,676.37312 |
6 | 20 |
M
|
Robinsonshire
|
Medium
|
Clinical scientist, histocompatibility and immunogenetics
|
PhD
|
Single
| 1 |
Referral
|
Regular
| false | false | true | true | true | 3 | 65 | 5 | true | false | 0.369955 | 17 | 7 | 996 | 113.092804 | 112,548 |
2021-10-13
|
2022-07-10
| 1.517101 | 1.870304 | 1.726649 | 6 | -36 |
2022-03-17
| 9 | 0.800884 | 4.737559 |
Neutral
| null |
Customer Service
|
High
| 37.679751 | 171.601934 | 613,387 | 14.612342 |
2022-06-11
|
Transfer
|
2021-10-13 00:00:00
| 0.07659 | 1.963305 | 17.035062 | 0.027688 | 82,472.8593 |
7 | 39 |
Other
|
Lisatown
|
Medium
|
Surveyor, minerals
|
Bachelor
|
Divorced
| 4 |
Online
|
Premium
| false | true | true | true | true | 4 | 36 | 8 | true | true | 0.230758 | 12 | 7 | 979 | 273.232217 | 267,267 |
2021-07-29
|
2023-01-08
| 3.995919 | 1.406659 | 2.346789 | 9 | 39 |
2023-02-01
| 12 | 0.903265 | 1.056494 |
Neutral
|
Investment Analytics
|
Transaction Delays
|
Medium
| 73.492213 | 466.204291 | 154,397 | 26.167406 |
2023-08-25
|
Credit
|
2021-07-29 00:00:00
| 0.343979 | 2.001819 | 15.170218 | 0.866328 | 28,070.71636 |
8 | 70 |
F
|
Lake Roberto
|
Medium
|
Quality manager
|
Master
|
Widowed
| 6 |
Marketing
|
New
| true | true | false | true | true | 4 | 98 | 3 | false | false | 0.995029 | 9 | 5 | 265 | 363.940683 | 96,195 |
2021-06-28
|
2021-08-09
| 1.884155 | 4.007712 | 4.093951 | 10 | -59 |
2023-02-01
| 2 | 0.887397 | 3.155185 |
Positive
| null |
App Issues
|
Medium
| 35.133491 | 634.026684 | 375,349 | 13.967273 |
2021-10-09
|
Transfer
|
2021-06-28 00:00:00
| 0.90944 | 2.217735 | 1.550017 | 0.692756 | 86,980.53446 |
9 | 19 |
F
|
Ericmouth
|
Medium
|
Nutritional therapist
|
PhD
|
Single
| 3 |
Branch
|
Premium
| true | true | true | true | true | 5 | 55 | 6 | true | false | 0.270587 | 13 | 5 | 411 | 620.788019 | 254,820 |
2023-05-15
|
2021-02-09
| 4.804752 | 3.525515 | 2.55345 | 2 | 8 |
2021-10-25
| 13 | 0.607872 | 1.836368 |
Negative
| null |
Transaction Delays
|
Low
| 31.560891 | 131.396082 | 447,747 | 26.024662 |
2023-11-27
|
Debit
|
2023-05-15 00:00:00
| 0.511386 | 1.667765 | 11.470265 | 0.199754 | 81,350.78152 |
10 | 47 |
F
|
North Noahstad
|
Medium
|
Telecommunications researcher
|
PhD
|
Married
| 4 |
Referral
|
Regular
| false | true | true | false | true | 3 | 60 | 1 | true | false | 0.378291 | 9 | 1 | 415 | 176.153619 | 73,040 |
2021-03-07
|
2022-08-23
| 1.42271 | 2.696627 | 2.453285 | 10 | -21 |
2022-10-06
| 15 | 0.671969 | 3.123109 |
Neutral
| null |
Customer Service
|
High
| 76.920064 | 210.650602 | 859,538 | 8.109865 |
2022-02-19
|
Debit
|
2021-03-07 00:00:00
| 0.930365 | 3.008038 | 1.64512 | 0.638749 | 77,444.42843 |
11 | 55 |
F
|
Cassandraton
|
High
|
Control and instrumentation engineer
|
High School
|
Divorced
| 1 |
Marketing
|
VIP
| true | true | true | false | false | 3 | 85 | 1 | true | true | 0.48098 | 5 | 3 | 143 | 695.617241 | 99,385 |
2021-03-03
|
2023-03-03
| 4.94686 | 1.704436 | 4.377834 | 2 | 22 |
2021-09-08
| 7 | 0.782844 | 1.283117 |
Positive
| null |
Customer Service
|
Medium
| 42.289456 | 100.756052 | 253,005 | 1.908677 |
2022-05-23
|
Transfer
|
2021-03-03 00:00:00
| 0.184919 | 7.365194 | 2.957742 | 0.376022 | 60,580.91727 |
12 | 19 |
Other
|
Herrerafurt
|
Medium
|
Astronomer
|
Bachelor
|
Single
| 3 |
Online
|
VIP
| false | true | true | true | false | 3 | 64 | 4 | true | false | 0.739588 | 16 | 7 | 224 | 65.53078 | 14,560 |
2021-07-11
|
2022-04-19
| 4.711938 | 3.219297 | 3.378091 | 9 | -13 |
2021-01-20
| 13 | 0.931379 | 4.061077 |
Neutral
|
International Transfers
|
Transaction Delays
|
High
| 79.334595 | 616.86582 | 73,623 | 8.60586 |
2021-10-21
|
Credit
|
2021-07-11 00:00:00
| 0.872965 | 9.279559 | 10.444551 | 0.851567 | 17,700.77603 |
13 | 81 |
M
|
New Kellystad
|
Low
|
Scientist, marine
|
Master
|
Single
| 2 |
Marketing
|
Premium
| false | true | false | true | true | 3 | 41 | 6 | true | true | 0.152095 | 16 | 1 | 925 | 866.46601 | 801,050 |
2022-03-24
|
2023-02-19
| 4.556798 | 3.584641 | 2.840583 | 6 | -60 |
2022-10-15
| 17 | 0.762604 | 2.17958 |
Positive
|
Investment Analytics
|
App Issues
|
Low
| 80.412559 | 854.228703 | 653,748 | 18.502224 |
2023-02-17
|
Transfer
|
2022-03-24 00:00:00
| 0.10373 | 2.440625 | 5.258244 | 0.171808 | 44,196.99939 |
14 | 77 |
F
|
Lake Chad
|
High
|
Education administrator
|
Bachelor
|
Widowed
| 3 |
Branch
|
New
| false | true | false | false | true | 2 | 96 | 3 | false | true | 0.266134 | 10 | 5 | 777 | 878.320522 | 682,206 |
2022-04-22
|
2023-11-08
| 1.121282 | 1.98936 | 3.518142 | 3 | 51 |
2021-01-23
| 5 | 0.845171 | 3.266713 |
Positive
|
Mobile Deposit
|
App Issues
|
High
| 95.523628 | 420.383374 | 954,508 | 25.892737 |
2023-03-25
|
Transfer
|
2022-04-22 00:00:00
| 0.594928 | 5.841404 | 10.423343 | 0.944073 | 79,710.89092 |
15 | 38 |
Other
|
Port Keith
|
High
|
Solicitor
|
Bachelor
|
Widowed
| 3 |
Referral
|
Regular
| false | true | true | true | true | 4 | 48 | 5 | false | false | 0.996906 | 18 | 2 | 812 | 897.189246 | 728,364 |
2023-11-01
|
2021-07-23
| 1.805842 | 2.27578 | 3.241058 | 2 | -64 |
2022-11-05
| 1 | 0.692813 | 4.186244 |
Positive
|
Investment Analytics
|
Transaction Delays
|
High
| 64.18001 | 577.228596 | 637,759 | 8.146681 |
2023-11-22
|
Transfer
|
2023-11-01 00:00:00
| 0.317587 | 0.840167 | 18.005735 | 0.291712 | 24,076.13592 |
16 | 50 |
F
|
Port Jesseville
|
Low
|
Exhibition designer
|
Master
|
Divorced
| 2 |
Referral
|
New
| true | false | true | true | false | 3 | 67 | 4 | true | true | 0.825159 | 12 | 6 | 101 | 430.342088 | 43,430 |
2021-02-24
|
2022-10-09
| 3.271216 | 1.85539 | 2.777659 | 1 | -58 |
2022-03-14
| 11 | 0.548664 | 2.736595 |
Positive
| null |
Transaction Delays
|
High
| 70.85323 | 943.140183 | 133,632 | 2.346266 |
2021-05-22
|
Debit
|
2021-02-24 00:00:00
| 0.849254 | 5.525533 | 15.74988 | 0.075983 | 73,373.43149 |
17 | 75 |
M
|
Ramirezstad
|
High
|
Computer games developer
|
Master
|
Single
| 5 |
Online
|
New
| true | true | true | true | true | 5 | 8 | 3 | true | false | 0.443873 | 11 | 8 | 209 | 138.91653 | 28,842 |
2022-02-12
|
2023-09-20
| 3.885045 | 2.426702 | 2.598504 | 5 | 95 |
2023-08-12
| 4 | 0.721039 | 4.971381 |
Negative
| null | null |
Low
| 43.320252 | 960.613282 | 283,566 | 12.982577 |
2023-01-03
|
Credit
|
2022-02-12 00:00:00
| 0.282214 | 8.024306 | 5.311097 | 0.276769 | 95,481.37174 |
18 | 39 |
F
|
West Michael
|
Medium
|
Financial adviser
|
Bachelor
|
Married
| 5 |
Branch
|
New
| false | true | true | true | true | 4 | 7 | 9 | false | true | 0.108689 | 11 | 7 | 241 | 514.513306 | 123,874 |
2023-05-10
|
2023-12-25
| 3.939044 | 1.979604 | 4.539932 | 1 | 20 |
2022-10-21
| 1 | 0.5798 | 4.220753 |
Negative
|
Budgeting Tools
| null |
Medium
| 61.416565 | 585.105396 | 841,136 | 27.915876 |
2023-08-30
|
Transfer
|
2023-05-10 00:00:00
| 0.845849 | 6.400589 | 3.008064 | 0.961073 | 97,044.10164 |
19 | 66 |
Other
|
Jacquelineland
|
High
|
Arts administrator
|
PhD
|
Married
| 3 |
Marketing
|
Regular
| true | true | false | false | true | 3 | 57 | 4 | false | false | 0.866709 | 3 | 7 | 444 | 760.834576 | 337,440 |
2022-03-28
|
2021-06-30
| 1.184555 | 2.945444 | 1.737548 | 7 | 35 |
2022-04-22
| 9 | 0.67917 | 2.694552 |
Positive
| null |
Customer Service
|
High
| 21.467755 | 614.660244 | 558,985 | 13.030079 |
2022-04-30
|
Credit
|
2022-03-28 00:00:00
| 0.321562 | 5.578246 | 16.996456 | 0.330531 | 68,908.70048 |
20 | 76 |
M
|
New Jessica
|
High
|
Rural practice surveyor
|
Bachelor
|
Divorced
| 7 |
Online
|
Premium
| true | false | true | false | true | 3 | 85 | 7 | false | true | 0.783004 | 15 | 8 | 334 | 276.308186 | 92,184 |
2023-07-09
|
2022-01-17
| 3.754916 | 4.750705 | 1.631091 | 3 | 22 |
2021-05-16
| 1 | 0.651516 | 3.818442 |
Positive
|
Investment Analytics
|
Fees
|
Low
| 66.061844 | 532.693301 | 28,513 | 9.634018 |
2023-10-08
|
Credit
|
2023-07-09 00:00:00
| 0.106973 | 6.8482 | 2.757303 | 0.302105 | 55,033.866 |
21 | 59 |
Other
|
South Noah
|
High
|
Training and development officer
|
Master
|
Single
| 3 |
Referral
|
Regular
| true | true | true | false | true | 4 | 53 | 5 | false | false | 0.580688 | 0 | 1 | 39 | 670.349844 | 26,130 |
2022-07-24
|
2022-02-12
| 2.985416 | 2.127787 | 4.202991 | 1 | -21 |
2023-03-01
| 12 | 0.62267 | 3.678614 |
Positive
|
Mobile Deposit
|
Transaction Delays
|
Medium
| 91.089394 | 341.035602 | 243,385 | 20.795784 |
2022-12-01
|
Transfer
|
2022-07-24 00:00:00
| 0.876927 | 3.478003 | 9.926529 | 0.222205 | 68,717.45124 |
22 | 77 |
M
|
Lake Mark
|
High
|
Speech and language therapist
|
Bachelor
|
Widowed
| 4 |
Marketing
|
Regular
| true | true | true | false | true | 4 | 84 | 7 | true | false | 0.404457 | 19 | 5 | 691 | 28.592872 | 19,348 |
2021-01-14
|
2023-10-23
| 2.254375 | 2.656399 | 1.48236 | 4 | 22 |
2022-08-04
| 2 | 0.842791 | 1.173606 |
Positive
|
Budgeting Tools
|
Transaction Delays
|
Low
| 18.938762 | 199.586543 | 260,148 | 12.512706 |
2021-07-24
|
Transfer
|
2021-01-14 00:00:00
| 0.104763 | 6.115716 | 2.160612 | 0.422217 | 56,613.21684 |
23 | 32 |
M
|
East Lydiamouth
|
Medium
|
Buyer, retail
|
Master
|
Single
| 7 |
Online
|
Premium
| true | true | true | true | false | 4 | 47 | 5 | false | true | 0.935615 | 13 | 8 | 552 | 814.536849 | 449,328 |
2021-11-23
|
2023-07-27
| 3.758015 | 2.489527 | 4.879224 | 5 | -92 |
2022-03-11
| 4 | 0.600434 | 2.482988 |
Neutral
|
Budgeting Tools
|
App Issues
|
High
| 53.400725 | 427.437383 | 240,530 | 20.971158 |
2023-05-14
|
Debit
|
2021-11-23 00:00:00
| 0.630351 | 0.597032 | 16.598265 | 0.287583 | 97,114.89507 |
24 | 79 |
M
|
Adamsborough
|
High
|
Financial controller
|
PhD
|
Widowed
| 5 |
Marketing
|
Premium
| false | false | true | true | true | 3 | 53 | 3 | false | false | 0.295661 | 12 | 1 | 758 | 225.49976 | 170,550 |
2023-05-16
|
2021-02-14
| 2.002856 | 1.793155 | 2.115914 | 6 | -13 |
2023-12-16
| 6 | 0.838539 | 3.10229 |
Positive
|
Mobile Deposit
|
Transaction Delays
|
Medium
| 23.774065 | 964.037881 | 17,517 | 3.601866 |
2023-09-15
|
Transfer
|
2023-05-16 00:00:00
| 0.510222 | 2.823507 | 5.97925 | 0.265636 | 99,381.52717 |
25 | 79 |
F
|
Jasonfort
|
Medium
|
Solicitor
|
Bachelor
|
Married
| 2 |
Marketing
|
Premium
| true | false | true | true | true | 4 | 27 | 6 | true | true | 0.320914 | 6 | 8 | 63 | 913.268717 | 57,519 |
2022-11-28
|
2021-03-23
| 3.580096 | 4.89309 | 4.413101 | 8 | -62 |
2022-03-22
| 15 | 0.51941 | 2.66013 |
Positive
|
Investment Analytics
|
Customer Service
|
Low
| 9.107485 | 494.357768 | 66,343 | 13.727958 |
2023-10-10
|
Debit
|
2022-11-28 00:00:00
| 0.770224 | 1.626615 | 11.421788 | 0.806905 | 1,821.683981 |
26 | 64 |
Other
|
Wilkersonmouth
|
Low
|
Sub
|
PhD
|
Divorced
| 6 |
Online
|
VIP
| true | true | true | true | false | 4 | 65 | 9 | true | true | 0.875534 | 5 | 1 | 646 | 547.019548 | 353,362 |
2022-07-24
|
2022-05-22
| 3.448634 | 3.073691 | 3.588624 | 10 | 28 |
2021-07-30
| 7 | 0.837165 | 1.727762 |
Negative
| null |
Transaction Delays
|
Low
| 9.341962 | 374.813238 | 395,215 | 2.427005 |
2023-03-08
|
Transfer
|
2022-07-24 00:00:00
| 0.692707 | 7.817306 | 19.26812 | 0.324129 | 51,583.92919 |
27 | 79 |
Other
|
West Donald
|
Medium
|
Charity officer
|
Bachelor
|
Divorced
| 6 |
Marketing
|
VIP
| true | true | true | true | false | 4 | 80 | 6 | true | true | 0.626342 | 0 | 8 | 38 | 381.707851 | 14,478 |
2021-11-15
|
2023-12-21
| 3.364498 | 3.408487 | 4.236508 | 5 | 30 |
2022-07-24
| 3 | 0.521266 | 3.646194 |
Positive
|
Mobile Deposit
|
App Issues
|
Low
| 22.80003 | 658.566308 | 376,261 | 20.923051 |
2023-04-27
|
Credit
|
2021-11-15 00:00:00
| 0.66242 | 1.149865 | 3.006011 | 0.207156 | 81,353.55141 |
28 | 68 |
Other
|
Juliechester
|
Premium
|
Librarian, academic
|
Bachelor
|
Divorced
| 3 |
Marketing
|
Premium
| true | true | true | true | true | 5 | 30 | 4 | true | true | 0.9509 | 18 | 0 | 416 | 739.891403 | 307,424 |
2022-03-17
|
2022-09-17
| 3.1315 | 1.72411 | 2.598915 | 1 | 36 |
2021-06-03
| 3 | 0.589008 | 4.951847 |
Positive
|
Investment Analytics
|
Transaction Delays
|
Low
| 34.866077 | 602.782773 | 278,564 | 22.794799 |
2022-12-22
|
Debit
|
2022-03-17 00:00:00
| 0.414374 | 7.060957 | 11.11652 | 0.685825 | 36,503.09065 |
29 | 72 |
M
|
Coxberg
|
High
|
Scientist, water quality
|
Master
|
Widowed
| 3 |
Branch
|
New
| false | true | true | false | true | 3 | 12 | 1 | false | false | 0.645011 | 0 | 5 | 262 | 319.903881 | 83,578 |
2022-11-21
|
2022-11-15
| 2.090224 | 4.227725 | 1.812628 | 4 | 75 |
2023-05-14
| 5 | 0.751599 | 2.362795 |
Neutral
|
Investment Analytics
| null |
Medium
| 22.794329 | 464.590874 | 484,867 | 4.24856 |
2023-11-19
|
Credit
|
2022-11-21 00:00:00
| 0.656912 | 3.758478 | 2.583716 | 0.090686 | 31,889.19224 |
30 | 81 |
F
|
Daviston
|
Low
|
Soil scientist
|
High School
|
Married
| 6 |
Branch
|
VIP
| true | false | true | true | true | 4 | 58 | 3 | false | false | 0.032991 | 14 | 5 | 115 | 717.936267 | 82,455 |
2021-07-29
|
2023-10-01
| 1.804204 | 4.497996 | 4.79247 | 3 | 9 |
2023-06-11
| 4 | 0.993953 | 4.840324 |
Neutral
|
Investment Analytics
|
Customer Service
|
High
| 79.138443 | 607.69134 | 626,633 | 1.906531 |
2023-11-17
|
Debit
|
2021-07-29 00:00:00
| 0.381902 | 4.387803 | 8.833368 | 0.234453 | 31,847.78632 |
31 | 20 |
M
|
East Courtneychester
|
High
|
Chief Financial Officer
|
Master
|
Married
| 4 |
Referral
|
Regular
| true | false | true | true | true | 4 | 81 | 3 | false | false | 0.176796 | 11 | 1 | 310 | 319.428476 | 98,890 |
2021-07-09
|
2023-03-17
| 2.532653 | 3.037128 | 4.147333 | 8 | -48 |
2022-10-13
| 11 | 0.818949 | 4.025892 |
Neutral
| null |
Fees
|
Medium
| 8.240643 | 678.440129 | 412,036 | 12.244205 |
2022-04-21
|
Debit
|
2021-07-09 00:00:00
| 0.454701 | 6.806423 | 12.987669 | 0.678512 | 43,389.09821 |
32 | 68 |
Other
|
South Patrickmouth
|
High
|
Futures trader
|
Bachelor
|
Divorced
| 4 |
Branch
|
Regular
| true | true | true | true | false | 4 | 87 | 2 | false | false | 0.281809 | 14 | 6 | 563 | 848.821193 | 477,424 |
2023-02-18
|
2021-11-18
| 4.883356 | 2.272296 | 1.600198 | 7 | 74 |
2022-10-18
| 5 | 0.501712 | 2.312843 |
Neutral
| null |
App Issues
|
High
| 5.197593 | 780.96103 | 868,610 | 25.022681 |
2023-07-02
|
Transfer
|
2023-02-18 00:00:00
| 0.147861 | 8.215549 | 8.193379 | 0.224182 | 78,268.70228 |
33 | 24 |
F
|
Tashatown
|
Medium
|
Games developer
|
High School
|
Divorced
| 4 |
Online
|
VIP
| false | false | true | false | true | 2 | 30 | 2 | false | true | 0.867261 | 2 | 9 | 117 | 981.291853 | 114,777 |
2021-07-18
|
2021-02-07
| 4.150121 | 2.025148 | 2.770609 | 3 | 74 |
2022-02-10
| 1 | 0.887938 | 2.678675 |
Negative
|
International Transfers
| null |
High
| 19.013082 | 346.143536 | 746,318 | 6.85071 |
2021-09-01
|
Credit
|
2021-07-18 00:00:00
| 0.16809 | 3.757206 | 8.626269 | 0.023178 | 97,396.74713 |
34 | 38 |
F
|
Lake Nicoleview
|
Medium
|
Learning mentor
|
High School
|
Widowed
| 1 |
Marketing
|
Regular
| true | true | true | true | false | 4 | 32 | 8 | true | true | 0.830855 | 9 | 3 | 736 | 661.207737 | 486,496 |
2023-01-06
|
2022-12-12
| 2.537461 | 1.355944 | 2.321651 | 10 | 90 |
2022-02-08
| 0 | 0.670298 | 3.508113 |
Neutral
|
Budgeting Tools
|
App Issues
|
Medium
| 23.8643 | 81.045109 | 400,744 | 17.272885 |
2023-06-14
|
Transfer
|
2023-01-06 00:00:00
| 0.970486 | 1.451753 | 11.980689 | 0.783037 | 51,500.35505 |
35 | 56 |
F
|
Danielchester
|
High
|
Stage manager
|
PhD
|
Widowed
| 2 |
Referral
|
Premium
| true | true | true | false | false | 3 | 52 | 8 | true | true | 0.790327 | 0 | 3 | 98 | 542.66258 | 53,116 |
2022-12-06
|
2022-12-22
| 3.734723 | 2.67991 | 1.618603 | 1 | -90 |
2021-04-12
| 13 | 0.99605 | 3.991099 |
Positive
| null |
App Issues
|
Low
| 66.843063 | 947.068183 | 145,097 | 5.593388 |
2023-06-12
|
Credit
|
2022-12-06 00:00:00
| 0.836023 | 6.099505 | 16.6962 | 0.357827 | 72,090.35767 |
36 | 35 |
Other
|
South Aaron
|
Medium
|
Copy
|
Bachelor
|
Single
| 1 |
Branch
|
Regular
| true | true | true | false | true | 4 | 94 | 3 | false | false | 0.553538 | 0 | 8 | 162 | 465.294526 | 75,330 |
2022-06-26
|
2022-12-29
| 2.123118 | 3.336038 | 3.369722 | 1 | 76 |
2023-10-09
| 10 | 0.80319 | 3.987562 |
Positive
|
International Transfers
|
Fees
|
Low
| 1.513112 | 304.223115 | 477,608 | 19.58969 |
2023-11-29
|
Debit
|
2022-06-26 00:00:00
| 0.817525 | 9.450234 | 4.136445 | 0.468025 | 86,573.61419 |
37 | 21 |
F
|
Teresaburgh
|
Low
|
Editor, magazine features
|
Master
|
Widowed
| 3 |
Marketing
|
VIP
| true | true | true | true | true | 5 | 90 | 4 | false | false | 0.13896 | 15 | 1 | 332 | 929.896634 | 308,428 |
2021-03-30
|
2022-09-12
| 1.858746 | 2.879561 | 3.959355 | 4 | -60 |
2023-10-19
| 17 | 0.962676 | 3.564494 |
Negative
|
Investment Analytics
|
Transaction Delays
|
High
| 91.48518 | 556.177507 | 104,967 | 5.7986 |
2022-10-01
|
Credit
|
2021-03-30 00:00:00
| 0.059663 | 1.919656 | 18.680174 | 0.55664 | 83,662.63878 |
38 | 77 |
F
|
Port Colleenhaven
|
High
|
Armed forces operational officer
|
High School
|
Single
| 4 |
Online
|
New
| true | true | true | false | false | 3 | 35 | 5 | false | true | 0.131201 | 4 | 8 | 393 | 443.37008 | 174,099 |
2023-07-30
|
2022-04-29
| 3.333988 | 3.094035 | 1.93431 | 5 | 82 |
2021-04-06
| 2 | 0.524444 | 1.449778 |
Neutral
|
Budgeting Tools
|
Transaction Delays
|
Medium
| 29.073736 | 591.602342 | 306,028 | 10.832187 |
2023-09-21
|
Credit
|
2023-07-30 00:00:00
| 0.346886 | 4.799287 | 19.339192 | 0.578483 | 93,687.89294 |
39 | 31 |
M
|
East Nathaniel
|
Premium
|
Physiotherapist
|
High School
|
Divorced
| 4 |
Marketing
|
Regular
| false | true | false | true | false | 2 | 84 | 9 | true | true | 0.126092 | 4 | 8 | 901 | 811.99168 | 730,711 |
2021-09-13
|
2023-10-24
| 2.024648 | 4.564268 | 3.19943 | 7 | 8 |
2022-07-17
| 18 | 0.684545 | 4.416667 |
Negative
|
Budgeting Tools
|
Transaction Delays
|
Low
| 11.218932 | 101.29563 | 786,195 | 21.710303 |
2021-12-29
|
Credit
|
2021-09-13 00:00:00
| 0.151248 | 0.534493 | 15.300847 | 0.018679 | 57,806.084 |
40 | 26 |
M
|
New Stephanie
|
High
|
Recycling officer
|
Master
|
Married
| 6 |
Online
|
Regular
| true | true | false | true | true | 4 | 68 | 5 | false | true | 0.854612 | 10 | 5 | 849 | 13.831224 | 11,037 |
2023-02-15
|
2022-07-19
| 3.18595 | 2.080871 | 1.803337 | 1 | -98 |
2023-05-13
| 15 | 0.643706 | 2.068976 |
Neutral
|
Mobile Deposit
|
Customer Service
|
High
| 95.375938 | 726.221005 | 340,324 | 19.326716 |
2023-03-26
|
Credit
|
2023-02-15 00:00:00
| 0.446472 | 2.292993 | 17.121655 | 0.821944 | 73,215.67092 |
41 | 70 |
F
|
New Mariotown
|
High
|
Engineer, land
|
Master
|
Widowed
| 6 |
Marketing
|
New
| false | true | false | true | true | 3 | 74 | 6 | false | true | 0.141557 | 10 | 9 | 220 | 893.510353 | 196,460 |
2021-06-11
|
2021-05-07
| 1.320994 | 3.33974 | 3.643979 | 4 | -2 |
2021-09-02
| 3 | 0.687292 | 1.701182 |
Positive
|
International Transfers
|
App Issues
|
High
| 90.475886 | 174.7741 | 576,117 | 13.07194 |
2022-04-25
|
Credit
|
2021-06-11 00:00:00
| 0.719322 | 5.777897 | 14.747947 | 0.245318 | 50,886.43093 |
42 | 19 |
F
|
West Natashaport
|
Medium
|
Counselling psychologist
|
High School
|
Married
| 7 |
Referral
|
VIP
| true | false | false | false | false | 1 | 97 | 7 | false | true | 0.808527 | 11 | 6 | 370 | 392.876981 | 145,040 |
2022-08-24
|
2022-06-12
| 4.339767 | 1.610858 | 3.795798 | 4 | -21 |
2021-09-12
| 7 | 0.652365 | 1.848529 |
Positive
| null |
Customer Service
|
Low
| 9.48913 | 752.746562 | 53,192 | 10.56399 |
2022-09-25
|
Credit
|
2022-08-24 00:00:00
| 0.445252 | 6.549165 | 14.463273 | 0.663061 | 33,306.19049 |
43 | 77 |
M
|
North John
|
Low
|
English as a second language teacher
|
Master
|
Widowed
| 4 |
Referral
|
New
| true | false | true | true | true | 4 | 33 | 2 | true | true | 0.84475 | 17 | 3 | 573 | 285.720255 | 163,305 |
2023-01-11
|
2023-03-04
| 2.527822 | 3.513563 | 3.009906 | 3 | -87 |
2023-07-17
| 12 | 0.639097 | 1.161736 |
Positive
|
Budgeting Tools
|
App Issues
|
Medium
| 44.889629 | 184.053025 | 107,953 | 26.724601 |
2023-06-17
|
Transfer
|
2023-01-11 00:00:00
| 0.866314 | 2.084999 | 15.605561 | 0.652039 | 80,915.27121 |
44 | 61 |
M
|
North Jessicaland
|
High
|
Chartered public finance accountant
|
PhD
|
Widowed
| 5 |
Branch
|
Regular
| false | true | false | true | true | 3 | 60 | 4 | true | false | 0.105034 | 13 | 0 | 214 | 159.368548 | 34,026 |
2022-01-29
|
2021-03-02
| 1.062088 | 1.362644 | 3.658518 | 5 | -1 |
2021-12-17
| 5 | 0.740617 | 3.943096 |
Positive
|
Investment Analytics
|
Fees
|
Medium
| 63.472232 | 316.235512 | 103,797 | 4.424743 |
2023-06-07
|
Transfer
|
2022-01-29 00:00:00
| 0.573282 | 8.911265 | 1.666208 | 0.655578 | 11,065.0314 |
45 | 25 |
M
|
East Donna
|
Medium
|
Scientist, marine
|
High School
|
Single
| 6 |
Branch
|
VIP
| true | true | true | true | true | 5 | 59 | 6 | false | false | 0.902003 | 0 | 8 | 902 | 80.800336 | 72,160 |
2021-05-23
|
2022-07-28
| 4.833065 | 1.575353 | 3.795267 | 5 | -34 |
2022-11-01
| 15 | 0.890246 | 1.207634 |
Positive
|
Budgeting Tools
|
Fees
|
High
| 78.75086 | 338.139455 | 470,433 | 14.288715 |
2021-07-14
|
Debit
|
2021-05-23 00:00:00
| 0.382045 | 7.40879 | 16.810851 | 0.928063 | 8,256.88872 |
46 | 64 |
Other
|
West Allison
|
High
|
Data scientist
|
PhD
|
Widowed
| 2 |
Marketing
|
Premium
| false | false | true | true | false | 2 | 2 | 4 | false | true | 0.897538 | 7 | 8 | 690 | 883.394765 | 609,270 |
2021-04-04
|
2022-04-07
| 3.181306 | 1.636364 | 4.649223 | 2 | 11 |
2023-02-24
| 9 | 0.823304 | 1.167192 |
Positive
|
Mobile Deposit
|
Customer Service
|
Low
| 98.224602 | 875.086583 | 156,533 | 14.906647 |
2023-01-31
|
Debit
|
2021-04-04 00:00:00
| 0.288204 | 6.39493 | 4.55926 | 0.456697 | 23,744.366 |
47 | 52 |
Other
|
Brandtside
|
Low
|
Private music teacher
|
Bachelor
|
Divorced
| 1 |
Marketing
|
VIP
| false | true | true | true | true | 4 | 5 | 5 | true | false | 0.638212 | 2 | 0 | 32 | 338.382412 | 10,816 |
2022-04-12
|
2021-11-07
| 4.663505 | 3.500413 | 4.339779 | 5 | 23 |
2022-04-30
| 13 | 0.684812 | 1.006407 |
Positive
| null | null |
Low
| 76.104108 | 182.381576 | 628,283 | 10.005798 |
2022-07-25
|
Debit
|
2022-04-12 00:00:00
| 0.518975 | 1.568902 | 10.283581 | 0.515124 | 27,198.46399 |
48 | 53 |
M
|
Lake Larry
|
Medium
|
Building surveyor
|
PhD
|
Married
| 2 |
Branch
|
VIP
| false | true | true | false | true | 3 | 19 | 3 | true | false | 0.51301 | 17 | 3 | 403 | 972.732527 | 391,716 |
2022-08-16
|
2022-12-01
| 1.751658 | 3.73657 | 4.288463 | 6 | 33 |
2021-02-13
| 1 | 0.794778 | 1.018957 |
Negative
|
International Transfers
|
Fees
|
Medium
| 54.786888 | 646.372322 | 386,890 | 25.875297 |
2023-09-05
|
Transfer
|
2022-08-16 00:00:00
| 0.844382 | 4.341574 | 18.529937 | 0.118421 | 53,623.48586 |
49 | 67 |
F
|
Samuelhaven
|
Medium
|
Pharmacist, hospital
|
Master
|
Widowed
| 6 |
Branch
|
Premium
| true | true | false | true | true | 4 | 3 | 2 | true | false | 0.647306 | 19 | 6 | 372 | 426.732391 | 158,472 |
2021-06-13
|
2023-03-16
| 2.200974 | 1.042959 | 1.086919 | 1 | -85 |
2022-08-07
| 0 | 0.953479 | 3.719873 |
Positive
|
Mobile Deposit
|
App Issues
|
Low
| 4.420523 | 423.179887 | 154,526 | 0.270754 |
2021-11-16
|
Credit
|
2021-06-13 00:00:00
| 0.881759 | 8.187686 | 8.374247 | 0.34586 | 942.363924 |
50 | 21 |
M
|
Martinezbury
|
Premium
|
Sports coach
|
High School
|
Married
| 4 |
Marketing
|
VIP
| true | true | true | true | false | 4 | 52 | 1 | true | false | 0.404816 | 1 | 2 | 570 | 948.276043 | 540,360 |
2022-04-22
|
2021-10-09
| 2.532699 | 4.309705 | 2.051273 | 4 | 79 |
2021-02-06
| 13 | 0.634359 | 2.981454 |
Neutral
|
International Transfers
|
Fees
|
High
| 21.298006 | 271.068042 | 518,368 | 25.204344 |
2022-12-10
|
Credit
|
2022-04-22 00:00:00
| 0.058007 | 6.540317 | 11.965237 | 0.017572 | 61,259.43369 |
51 | 19 |
Other
|
West Andrewside
|
Low
|
Catering manager
|
PhD
|
Married
| 3 |
Marketing
|
Regular
| true | true | true | true | true | 5 | 70 | 3 | false | true | 0.58866 | 8 | 4 | 48 | 661.715078 | 31,728 |
2021-07-26
|
2021-06-29
| 1.781506 | 4.199355 | 1.772538 | 9 | 3 |
2021-01-10
| 15 | 0.750271 | 3.689277 |
Neutral
|
Investment Analytics
|
Fees
|
Low
| 87.00024 | 60.299348 | 451,067 | 7.366398 |
2023-05-20
|
Transfer
|
2021-07-26 00:00:00
| 0.340765 | 0.030319 | 13.083032 | 0.3256 | 429.655825 |
52 | 23 |
F
|
New Jeffrey
|
Low
|
IT technical support officer
|
Master
|
Married
| 5 |
Marketing
|
Regular
| true | true | false | false | false | 2 | 61 | 9 | true | true | 0.969525 | 18 | 4 | 621 | 162.48183 | 100,602 |
2023-02-18
|
2023-02-22
| 2.81594 | 1.86834 | 4.975365 | 10 | 59 |
2023-08-04
| 14 | 0.955819 | 1.927039 |
Negative
|
International Transfers
|
Customer Service
|
High
| 40.024503 | 764.221447 | 358,036 | 0.455094 |
2023-08-02
|
Transfer
|
2023-02-18 00:00:00
| 0.55224 | 2.407863 | 19.614855 | 0.502246 | 664.011489 |
53 | 71 |
Other
|
Lake Crystalbury
|
Medium
|
Psychiatrist
|
Master
|
Widowed
| 6 |
Referral
|
Regular
| true | false | true | true | true | 4 | 80 | 1 | true | false | 0.11329 | 11 | 7 | 273 | 312.917927 | 85,176 |
2022-07-24
|
2023-12-03
| 2.125748 | 1.357505 | 3.255685 | 10 | -67 |
2022-08-06
| 11 | 0.865529 | 3.877854 |
Neutral
|
Investment Analytics
|
Customer Service
|
Low
| 11.108022 | 184.00867 | 479,409 | 15.531258 |
2022-09-12
|
Debit
|
2022-07-24 00:00:00
| 0.762624 | 7.362761 | 7.852303 | 0.062385 | 17,822.26167 |
54 | 21 |
F
|
North Micheleland
|
High
|
Development worker, international aid
|
PhD
|
Single
| 2 |
Online
|
Regular
| true | true | false | true | false | 3 | 37 | 8 | true | true | 0.233791 | 10 | 8 | 316 | 941.553634 | 297,356 |
2023-07-18
|
2022-04-11
| 1.501697 | 3.329493 | 1.696408 | 10 | -5 |
2021-09-26
| 18 | 0.587371 | 2.246275 |
Negative
|
Mobile Deposit
|
Fees
|
High
| 79.831386 | 981.199764 | 445,109 | 8.075976 |
2023-09-06
|
Debit
|
2023-07-18 00:00:00
| 0.202587 | 3.921801 | 4.183073 | 0.675136 | 80,875.10667 |
55 | 71 |
Other
|
West Elizabeth
|
Medium
|
Health and safety adviser
|
High School
|
Married
| 3 |
Online
|
Premium
| true | true | false | false | false | 2 | 35 | 5 | true | false | 0.52409 | 0 | 0 | 138 | 434.846247 | 59,892 |
2023-01-18
|
2023-05-05
| 1.325941 | 4.475301 | 3.281806 | 6 | -4 |
2023-04-05
| 16 | 0.896697 | 2.988379 |
Neutral
|
Investment Analytics
|
App Issues
|
Low
| 13.029726 | 455.489169 | 336,912 | 13.388669 |
2023-08-11
|
Credit
|
2023-01-18 00:00:00
| 0.591524 | 4.463195 | 7.553169 | 0.444644 | 32,233.01706 |
56 | 80 |
F
|
New David
|
Medium
|
Leisure centre manager
|
PhD
|
Married
| 6 |
Branch
|
Regular
| true | true | true | true | true | 5 | 33 | 4 | true | true | 0.258609 | 15 | 1 | 719 | 65.568228 | 46,735 |
2021-11-30
|
2022-05-08
| 2.032117 | 2.403685 | 3.77681 | 8 | 45 |
2021-03-17
| 14 | 0.90113 | 4.449886 |
Positive
|
Mobile Deposit
| null |
Low
| 29.07986 | 165.671305 | 104,697 | 9.392881 |
2023-06-01
|
Transfer
|
2021-11-30 00:00:00
| 0.382695 | 4.300322 | 9.4788 | 0.065119 | 66,325.97485 |
57 | 35 |
F
|
Sanchezfort
|
Low
|
Air traffic controller
|
Bachelor
|
Widowed
| 4 |
Referral
|
VIP
| false | true | true | true | true | 4 | 5 | 5 | false | true | 0.992769 | 0 | 4 | 50 | 346.88848 | 17,300 |
2023-01-29
|
2021-11-09
| 4.924918 | 4.86079 | 4.293223 | 8 | -48 |
2023-12-29
| 7 | 0.87295 | 1.258833 |
Positive
|
Mobile Deposit
| null |
High
| 3.893582 | 73.292791 | 457,956 | 9.197386 |
2023-09-13
|
Credit
|
2023-01-29 00:00:00
| 0.314015 | 7.331046 | 19.484777 | 0.435334 | 10,620.51281 |
58 | 61 |
F
|
Leeville
|
High
|
Amenity horticulturist
|
PhD
|
Widowed
| 7 |
Marketing
|
New
| false | false | true | false | true | 2 | 65 | 7 | false | false | 0.72027 | 19 | 0 | 359 | 877.480405 | 314,843 |
2022-12-29
|
2023-05-24
| 2.025073 | 4.897579 | 2.115739 | 6 | 64 |
2023-12-17
| 18 | 0.797902 | 4.420975 |
Neutral
|
Budgeting Tools
|
Transaction Delays
|
Low
| 30.438141 | 570.077033 | 47,992 | 22.3993 |
2023-02-25
|
Credit
|
2022-12-29 00:00:00
| 0.630962 | 3.723937 | 18.210619 | 0.146116 | 85,882.6582 |
59 | 51 |
F
|
Gomezchester
|
Low
|
Administrator, arts
|
PhD
|
Divorced
| 4 |
Marketing
|
Premium
| true | true | false | true | true | 4 | 17 | 8 | true | true | 0.433976 | 8 | 5 | 550 | 997.584442 | 548,350 |
2022-03-06
|
2022-10-02
| 4.421819 | 1.058938 | 3.231095 | 8 | -100 |
2021-03-22
| 9 | 0.559001 | 2.326031 |
Positive
| null |
Customer Service
|
High
| 81.963101 | 377.154596 | 360,254 | 24.420882 |
2023-02-01
|
Transfer
|
2022-03-06 00:00:00
| 0.097732 | 7.291231 | 12.131768 | 0.842006 | 81,503.81298 |
60 | 79 |
Other
|
Shieldston
|
Medium
|
Aid worker
|
High School
|
Divorced
| 4 |
Branch
|
Premium
| false | false | true | true | false | 2 | 26 | 2 | false | true | 0.902742 | 4 | 5 | 624 | 39.351935 | 24,336 |
2022-07-01
|
2022-11-06
| 2.836352 | 3.622094 | 2.207267 | 1 | 56 |
2022-11-22
| 19 | 0.734617 | 1.982544 |
Negative
| null |
App Issues
|
Medium
| 44.937579 | 563.069912 | 134,768 | 21.957821 |
2023-08-07
|
Transfer
|
2022-07-01 00:00:00
| 0.176104 | 9.106646 | 2.219846 | 0.51676 | 52,221.42112 |
61 | 31 |
Other
|
North Richardmouth
|
Medium
|
Aeronautical engineer
|
PhD
|
Single
| 4 |
Branch
|
New
| true | true | true | true | true | 5 | 38 | 6 | true | true | 0.144447 | 4 | 2 | 981 | 476.323581 | 466,956 |
2021-05-27
|
2023-07-09
| 2.00943 | 2.404104 | 2.800637 | 3 | -10 |
2021-02-03
| 8 | 0.543338 | 4.39524 |
Negative
|
Investment Analytics
|
Fees
|
Low
| 21.655774 | 830.46574 | 75,545 | 15.902139 |
2023-09-12
|
Credit
|
2021-05-27 00:00:00
| 0.29546 | 1.395445 | 10.719782 | 0.57492 | 49,470.71899 |
62 | 65 |
F
|
East Jamesside
|
Medium
|
Airline pilot
|
Master
|
Single
| 6 |
Referral
|
Regular
| true | true | true | true | true | 5 | 50 | 4 | false | false | 0.287905 | 7 | 3 | 680 | 253.513787 | 172,040 |
2021-12-17
|
2021-09-27
| 4.291359 | 1.561946 | 2.628287 | 5 | 41 |
2021-05-23
| 17 | 0.759453 | 3.780003 |
Positive
|
Mobile Deposit
|
Customer Service
|
Medium
| 48.485322 | 713.663928 | 450,456 | 18.836883 |
2023-06-16
|
Transfer
|
2021-12-17 00:00:00
| 0.350283 | 9.778652 | 18.810635 | 0.355472 | 70,047.96531 |
63 | 32 |
F
|
Taylorburgh
|
High
|
Charity officer
|
High School
|
Single
| 7 |
Online
|
Regular
| true | true | true | true | true | 5 | 18 | 8 | false | false | 0.955933 | 13 | 2 | 643 | 981.757581 | 630,783 |
2023-12-30
|
2022-02-28
| 4.019619 | 3.962932 | 1.855881 | 7 | 51 |
2023-08-21
| 2 | 0.702572 | 2.183971 |
Neutral
| null | null |
High
| 1.328666 | 828.796316 | 658,450 | 29.246293 |
2023-12-30
|
Debit
|
2023-12-30 00:00:00
| 0.337242 | 3.375009 | 7.820602 | 0.369395 | 6,245.38794 |
64 | 79 |
Other
|
Stevenland
|
Medium
|
IT trainer
|
Master
|
Single
| 5 |
Online
|
VIP
| false | true | true | true | true | 4 | 95 | 4 | false | false | 0.556972 | 3 | 4 | 734 | 390.162833 | 286,260 |
2022-05-17
|
2021-10-11
| 3.469727 | 3.863434 | 2.173082 | 9 | -22 |
2021-07-14
| 17 | 0.502956 | 3.787406 |
Positive
|
Budgeting Tools
|
Transaction Delays
|
Low
| 70.371988 | 191.044286 | 820,910 | 8.654363 |
2022-06-24
|
Debit
|
2022-05-17 00:00:00
| 0.902848 | 9.462721 | 0.449044 | 0.230997 | 4,932.674524 |
65 | 57 |
F
|
Mortonside
|
Premium
|
Development worker, international aid
|
High School
|
Married
| 5 |
Marketing
|
Regular
| true | true | false | true | true | 4 | 87 | 3 | false | true | 0.920663 | 11 | 8 | 335 | 934.292797 | 312,890 |
2021-12-01
|
2022-02-19
| 2.146019 | 1.204025 | 2.028137 | 4 | 51 |
2023-05-01
| 12 | 0.888855 | 4.613944 |
Negative
| null | null |
High
| 1.528777 | 562.213593 | 433,485 | 2.72491 |
2023-07-20
|
Transfer
|
2021-12-01 00:00:00
| 0.548167 | 4.813059 | 13.750168 | 0.777068 | 1,623.461677 |
66 | 70 |
F
|
North Deniseside
|
Premium
|
Textile designer
|
Bachelor
|
Widowed
| 2 |
Branch
|
Regular
| true | true | true | true | true | 5 | 33 | 5 | false | true | 0.984207 | 1 | 9 | 347 | 614.512344 | 213,058 |
2023-08-05
|
2021-10-10
| 4.048763 | 1.557045 | 4.245893 | 8 | -85 |
2022-09-09
| 1 | 0.825382 | 4.481941 |
Neutral
|
Mobile Deposit
|
Fees
|
Low
| 32.095187 | 901.090741 | 474,401 | 22.062512 |
2023-11-25
|
Transfer
|
2023-08-05 00:00:00
| 0.668839 | 6.289115 | 12.895208 | 0.013232 | 54,230.24299 |
67 | 41 |
F
|
North Sarabury
|
Medium
|
Ceramics designer
|
Bachelor
|
Divorced
| 6 |
Referral
|
VIP
| false | false | false | true | true | 2 | 88 | 4 | true | false | 0.360226 | 5 | 2 | 31 | 892.907755 | 27,652 |
2023-02-17
|
2022-09-25
| 1.077619 | 1.306196 | 1.581943 | 1 | -6 |
2022-07-17
| 3 | 0.620388 | 4.224968 |
Positive
|
Investment Analytics
|
Transaction Delays
|
Medium
| 19.099971 | 23.050559 | 228,069 | 9.908243 |
2023-10-05
|
Debit
|
2023-02-17 00:00:00
| 0.975058 | 7.894362 | 5.649807 | 0.552186 | 41,891.99731 |
68 | 43 |
M
|
South Todd
|
High
|
Charity fundraiser
|
Bachelor
|
Married
| 7 |
Marketing
|
Regular
| true | false | true | true | true | 4 | 23 | 5 | true | false | 0.576485 | 13 | 1 | 784 | 949.626537 | 744,016 |
2022-07-07
|
2023-12-09
| 2.119353 | 3.376271 | 4.888101 | 4 | 56 |
2022-10-12
| 19 | 0.82102 | 4.987014 |
Negative
| null |
Fees
|
Low
| 94.574119 | 401.813914 | 130,215 | 10.29188 |
2023-10-07
|
Debit
|
2022-07-07 00:00:00
| 0.766989 | 2.049889 | 18.491432 | 0.174752 | 95,240.55529 |
69 | 77 |
F
|
Port Richard
|
High
|
Energy manager
|
PhD
|
Widowed
| 7 |
Online
|
New
| false | true | true | true | true | 4 | 24 | 9 | false | false | 0.846695 | 12 | 5 | 28 | 113.823959 | 3,164 |
2022-03-26
|
2021-10-04
| 4.447131 | 2.145568 | 2.607174 | 5 | 36 |
2022-12-10
| 6 | 0.772064 | 1.675474 |
Neutral
|
International Transfers
|
Transaction Delays
|
Medium
| 13.333875 | 133.786335 | 596,735 | 28.248232 |
2023-09-27
|
Transfer
|
2022-03-26 00:00:00
| 0.362839 | 3.504946 | 4.284327 | 0.846413 | 92,770.26404 |
70 | 58 |
M
|
East Nicholasfurt
|
High
|
Quarry manager
|
Bachelor
|
Widowed
| 4 |
Online
|
Regular
| true | true | true | true | false | 4 | 75 | 3 | false | false | 0.272741 | 2 | 9 | 429 | 209.720027 | 89,661 |
2022-10-27
|
2023-05-31
| 1.935938 | 3.247406 | 1.902708 | 3 | 63 |
2023-03-31
| 11 | 0.754059 | 3.997638 |
Negative
| null |
Customer Service
|
Low
| 61.563842 | 806.726913 | 32,513 | 8.208667 |
2022-11-23
|
Debit
|
2022-10-27 00:00:00
| 0.399339 | 3.215765 | 19.416962 | 0.676067 | 4,399.394937 |
71 | 46 |
F
|
Saramouth
|
Medium
|
Chief Technology Officer
|
High School
|
Married
| 5 |
Referral
|
New
| false | true | true | false | false | 2 | 93 | 2 | false | true | 0.446754 | 18 | 0 | 872 | 272.6948 | 237,184 |
2021-04-25
|
2021-10-25
| 3.518518 | 3.739763 | 4.050784 | 1 | -26 |
2021-06-13
| 14 | 0.688208 | 2.177706 |
Negative
| null | null |
Medium
| 37.916955 | 155.945771 | 420,887 | 0.711823 |
2023-10-06
|
Credit
|
2021-04-25 00:00:00
| 0.390625 | 8.335339 | 14.820556 | 0.128391 | 822.473525 |
72 | 32 |
Other
|
Rodneyside
|
Medium
|
Print production planner
|
Bachelor
|
Married
| 6 |
Marketing
|
New
| true | true | true | true | false | 4 | 69 | 2 | true | true | 0.15332 | 4 | 8 | 165 | 539.827368 | 88,935 |
2022-04-15
|
2021-11-20
| 2.917082 | 2.397229 | 1.368237 | 10 | -82 |
2022-10-04
| 15 | 0.521721 | 4.727482 |
Neutral
|
Budgeting Tools
|
App Issues
|
High
| 72.427002 | 847.996879 | 109,529 | 2.489527 |
2022-09-07
|
Transfer
|
2022-04-15 00:00:00
| 0.365746 | 0.286289 | 18.333319 | 0.424607 | 22,305.15664 |
73 | 62 |
M
|
Mooreport
|
Medium
|
Solicitor
|
High School
|
Divorced
| 3 |
Referral
|
New
| false | true | false | false | false | 1 | 29 | 9 | false | true | 0.652537 | 17 | 9 | 427 | 248.78951 | 105,896 |
2021-03-07
|
2022-10-13
| 2.716091 | 2.394023 | 4.26115 | 6 | 43 |
2023-10-09
| 7 | 0.993085 | 1.321871 |
Neutral
|
Mobile Deposit
|
Transaction Delays
|
High
| 34.252539 | 786.394387 | 449,869 | 23.529349 |
2022-06-25
|
Debit
|
2021-03-07 00:00:00
| 0.488372 | 2.904478 | 10.44722 | 0.482448 | 18,410.15865 |
74 | 82 |
M
|
North Beth
|
High
|
Meteorologist
|
Master
|
Single
| 5 |
Marketing
|
Regular
| false | true | true | true | false | 3 | 96 | 7 | false | true | 0.004194 | 11 | 2 | 329 | 934.436201 | 307,286 |
2022-10-09
|
2021-05-19
| 3.744821 | 3.993781 | 2.243201 | 6 | -92 |
2021-04-07
| 19 | 0.754897 | 3.670639 |
Positive
|
International Transfers
|
Transaction Delays
|
High
| 11.420204 | 753.581172 | 953,612 | 24.772009 |
2023-09-01
|
Transfer
|
2022-10-09 00:00:00
| 0.094414 | 4.225645 | 11.63225 | 0.981094 | 56,840.05951 |
75 | 26 |
F
|
Lake Leeton
|
Medium
|
Barista
|
PhD
|
Single
| 5 |
Online
|
Regular
| false | true | true | true | true | 4 | 78 | 4 | true | false | 0.449308 | 10 | 2 | 73 | 188.985915 | 13,724 |
2023-04-02
|
2023-12-28
| 1.152583 | 2.414191 | 1.687142 | 3 | -57 |
2023-03-17
| 12 | 0.527374 | 1.807957 |
Neutral
|
Investment Analytics
|
Customer Service
|
Low
| 5.017801 | 597.855884 | 828,373 | 13.402175 |
2023-09-03
|
Transfer
|
2023-04-02 00:00:00
| 0.231934 | 0.169828 | 9.62453 | 0.615288 | 59,863.63174 |
76 | 18 |
F
|
Shawhaven
|
Medium
|
Trade union research officer
|
Master
|
Divorced
| 7 |
Branch
|
Premium
| true | true | true | false | true | 4 | 92 | 6 | true | false | 0.929145 | 3 | 7 | 972 | 179.30928 | 173,988 |
2022-07-03
|
2021-08-31
| 2.991523 | 2.400101 | 4.37918 | 6 | 80 |
2022-09-04
| 0 | 0.52534 | 4.962068 |
Neutral
| null | null |
Low
| 99.05452 | 719.004237 | 169,679 | 6.515078 |
2023-04-02
|
Debit
|
2022-07-03 00:00:00
| 0.449744 | 3.420504 | 12.872532 | 0.747593 | 75,885.35036 |
77 | 25 |
M
|
North Susan
|
Medium
|
Agricultural engineer
|
Master
|
Divorced
| 2 |
Branch
|
VIP
| false | true | true | true | true | 4 | 53 | 6 | true | false | 0.897302 | 11 | 5 | 924 | 160.112366 | 147,840 |
2021-05-16
|
2022-01-13
| 2.760161 | 3.408518 | 3.381277 | 10 | -3 |
2023-07-20
| 4 | 0.884782 | 3.078574 |
Positive
|
Budgeting Tools
|
App Issues
|
Low
| 96.366657 | 612.156684 | 415,699 | 22.626825 |
2022-05-16
|
Debit
|
2021-05-16 00:00:00
| 0.694033 | 3.814604 | 15.320443 | 0.725799 | 65,266.64071 |
78 | 80 |
Other
|
Port Jacobland
|
Medium
|
Dealer
|
Bachelor
|
Single
| 5 |
Online
|
VIP
| false | false | true | true | true | 3 | 77 | 3 | true | true | 0.80377 | 18 | 2 | 839 | 441.631321 | 369,999 |
2022-03-09
|
2022-10-13
| 4.003185 | 1.280621 | 3.153967 | 10 | -26 |
2023-10-08
| 18 | 0.672364 | 3.132457 |
Neutral
|
International Transfers
| null |
Low
| 22.298033 | 177.895474 | 845,015 | 4.466281 |
2023-05-19
|
Credit
|
2022-03-09 00:00:00
| 0.208172 | 1.321563 | 1.732084 | 0.4386 | 82,630.75868 |
79 | 28 |
Other
|
South David
|
Medium
|
Manufacturing engineer
|
Bachelor
|
Married
| 3 |
Branch
|
Premium
| true | true | true | true | false | 4 | 24 | 9 | true | false | 0.141159 | 6 | 5 | 316 | 54.777301 | 17,064 |
2022-10-07
|
2021-10-26
| 2.705529 | 2.367667 | 2.195195 | 8 | 99 |
2021-09-06
| 6 | 0.714418 | 3.109303 |
Positive
| null |
Customer Service
|
High
| 9.752547 | 324.43736 | 521,012 | 4.045985 |
2023-06-26
|
Debit
|
2022-10-07 00:00:00
| 0.234751 | 9.09917 | 3.173975 | 0.61425 | 31,365.88224 |
80 | 25 |
F
|
New Brooke
|
Low
|
Intelligence analyst
|
Bachelor
|
Single
| 4 |
Branch
|
New
| false | true | true | true | true | 4 | 4 | 4 | false | false | 0.52026 | 9 | 5 | 832 | 683.268283 | 568,256 |
2022-03-12
|
2021-03-02
| 4.619032 | 1.524226 | 3.002422 | 1 | 70 |
2023-02-05
| 3 | 0.807636 | 4.035306 |
Neutral
|
International Transfers
|
Fees
|
High
| 61.166031 | 334.610431 | 791,620 | 2.496129 |
2023-01-04
|
Transfer
|
2022-03-12 00:00:00
| 0.383648 | 8.534662 | 8.607099 | 0.210657 | 21,909.598 |
81 | 52 |
Other
|
South Dianeshire
|
Medium
|
Museum education officer
|
Master
|
Widowed
| 1 |
Marketing
|
VIP
| true | true | true | false | false | 3 | 1 | 1 | true | false | 0.719139 | 18 | 2 | 828 | 256.210088 | 211,968 |
2023-10-20
|
2022-10-15
| 4.970564 | 4.523457 | 4.124217 | 5 | 22 |
2021-07-30
| 4 | 0.501047 | 4.8856 |
Neutral
|
Mobile Deposit
|
Fees
|
High
| 69.375074 | 428.135252 | 477,562 | 2.263556 |
2023-11-22
|
Transfer
|
2023-10-20 00:00:00
| 0.550604 | 5.420736 | 9.706824 | 0.734852 | 7,147.914161 |
82 | 52 |
Other
|
Sarahborough
|
Premium
|
Colour technologist
|
PhD
|
Widowed
| 2 |
Referral
|
Premium
| true | true | true | true | true | 5 | 79 | 2 | true | true | 0.101174 | 0 | 5 | 99 | 934.13719 | 92,466 |
2023-03-22
|
2023-04-28
| 4.503188 | 2.320008 | 2.908267 | 3 | 11 |
2021-03-01
| 8 | 0.757961 | 4.842505 |
Negative
|
Investment Analytics
| null |
Medium
| 73.707463 | 602.352494 | 266,518 | 13.652762 |
2023-10-18
|
Transfer
|
2023-03-22 00:00:00
| 0.774773 | 9.843401 | 16.703011 | 0.356659 | 57,215.70766 |
83 | 50 |
F
|
Johnfurt
|
Medium
|
Retail merchandiser
|
PhD
|
Divorced
| 3 |
Marketing
|
New
| true | false | false | true | false | 2 | 62 | 5 | true | false | 0.147004 | 15 | 9 | 36 | 187.960295 | 6,732 |
2023-07-29
|
2023-04-23
| 4.184575 | 2.87141 | 3.523693 | 7 | -60 |
2022-04-04
| 18 | 0.8464 | 1.933233 |
Neutral
|
Mobile Deposit
|
Customer Service
|
High
| 91.366917 | 155.935172 | 553,152 | 6.364985 |
2023-11-27
|
Transfer
|
2023-07-29 00:00:00
| 0.619385 | 8.36983 | 18.096212 | 0.315906 | 95,906.80845 |
84 | 22 |
Other
|
Lake Debbie
|
High
|
Horticultural consultant
|
Master
|
Single
| 2 |
Referral
|
Premium
| true | true | true | true | false | 4 | 53 | 8 | true | false | 0.040066 | 3 | 7 | 943 | 88.063649 | 82,984 |
2021-10-20
|
2022-09-14
| 3.868012 | 1.348757 | 1.155373 | 1 | -90 |
2021-04-08
| 0 | 0.696375 | 3.234999 |
Positive
|
Budgeting Tools
|
Customer Service
|
Medium
| 26.135714 | 953.229485 | 845,880 | 8.012344 |
2023-05-31
|
Transfer
|
2021-10-20 00:00:00
| 0.060922 | 0.544228 | 9.68187 | 0.839492 | 89,599.52411 |
85 | 58 |
F
|
Stewartland
|
Low
|
Horticulturist, commercial
|
PhD
|
Single
| 6 |
Referral
|
Regular
| true | false | true | true | true | 4 | 37 | 7 | false | true | 0.323074 | 11 | 8 | 678 | 408.420377 | 276,624 |
2022-06-27
|
2023-06-27
| 3.243295 | 2.978722 | 3.371761 | 8 | 40 |
2021-01-22
| 10 | 0.581138 | 3.183502 |
Positive
|
International Transfers
| null |
Medium
| 22.94132 | 93.603162 | 828,061 | 16.07851 |
2023-04-23
|
Debit
|
2022-06-27 00:00:00
| 0.09953 | 1.473216 | 5.276357 | 0.285003 | 48,850.82528 |
86 | 45 |
M
|
South Christineshire
|
Medium
|
Games developer
|
Master
|
Widowed
| 4 |
Branch
|
Regular
| true | true | true | false | true | 4 | 16 | 9 | false | true | 0.877322 | 12 | 2 | 193 | 252.809649 | 48,636 |
2021-10-13
|
2022-07-15
| 4.147439 | 3.632133 | 1.92349 | 6 | 70 |
2021-10-12
| 3 | 0.925992 | 1.498141 |
Positive
|
Investment Analytics
|
Transaction Delays
|
Low
| 8.357958 | 520.022658 | 208,177 | 13.491164 |
2021-11-07
|
Debit
|
2021-10-13 00:00:00
| 0.277586 | 2.137123 | 12.737026 | 0.046849 | 89,004.40416 |
87 | 24 |
F
|
North Amandahaven
|
High
|
Designer, jewellery
|
Master
|
Single
| 5 |
Referral
|
New
| true | false | true | true | false | 3 | 30 | 1 | false | false | 0.507476 | 2 | 1 | 34 | 870.402507 | 29,580 |
2022-05-21
|
2021-11-08
| 3.411543 | 1.178409 | 3.941026 | 6 | -58 |
2021-08-04
| 17 | 0.69865 | 3.788467 |
Positive
|
Mobile Deposit
|
Transaction Delays
|
Medium
| 15.860423 | 48.19604 | 881,305 | 8.453366 |
2023-01-13
|
Transfer
|
2022-05-21 00:00:00
| 0.406709 | 1.531959 | 13.307364 | 0.809138 | 98,079.66246 |
88 | 29 |
M
|
Davidstad
|
High
|
Chartered certified accountant
|
PhD
|
Divorced
| 6 |
Referral
|
New
| true | true | true | true | false | 4 | 0 | 2 | true | false | 0.853271 | 15 | 9 | 662 | 525.152228 | 347,550 |
2022-06-23
|
2022-01-20
| 4.847614 | 2.329302 | 2.254271 | 8 | -47 |
2022-10-24
| 6 | 0.998217 | 4.036411 |
Negative
|
Mobile Deposit
|
Fees
|
Low
| 65.297469 | 288.286732 | 850,445 | 29.144441 |
2023-08-30
|
Credit
|
2022-06-23 00:00:00
| 0.545174 | 6.074411 | 3.90664 | 0.070928 | 56,383.14033 |
89 | 51 |
M
|
East Mikeburgh
|
Medium
|
Sports administrator
|
High School
|
Divorced
| 5 |
Online
|
Regular
| false | false | true | false | false | 1 | 5 | 4 | true | false | 0.08365 | 1 | 9 | 94 | 481.952913 | 45,214 |
2023-05-28
|
2021-08-07
| 4.557879 | 3.226768 | 2.177007 | 3 | 77 |
2023-06-12
| 18 | 0.767771 | 4.477231 |
Positive
|
International Transfers
|
Transaction Delays
|
Medium
| 49.138476 | 551.201246 | 55,398 | 4.337621 |
2023-11-29
|
Transfer
|
2023-05-28 00:00:00
| 0.487443 | 7.016486 | 7.180103 | 0.195568 | 85,505.66675 |
90 | 50 |
Other
|
Bassport
|
Premium
|
Data scientist
|
High School
|
Widowed
| 7 |
Referral
|
VIP
| true | true | false | true | false | 3 | 94 | 7 | false | true | 0.056103 | 8 | 6 | 980 | 780.470676 | 764,400 |
2023-03-29
|
2021-09-27
| 3.30572 | 4.985296 | 2.658288 | 6 | 39 |
2022-04-09
| 19 | 0.563205 | 3.942124 |
Positive
|
Budgeting Tools
|
Transaction Delays
|
High
| 72.005829 | 647.95873 | 376,649 | 18.519553 |
2023-11-02
|
Transfer
|
2023-03-29 00:00:00
| 0.132306 | 9.013396 | 13.856148 | 0.087867 | 40,071.41088 |
91 | 65 |
Other
|
Lake Lisaport
|
Premium
|
Tourism officer
|
Bachelor
|
Single
| 3 |
Online
|
VIP
| true | true | false | false | true | 3 | 69 | 1 | false | true | 0.803901 | 5 | 7 | 691 | 656.112357 | 453,296 |
2023-01-12
|
2022-01-14
| 2.699775 | 4.064857 | 1.470766 | 9 | -28 |
2021-12-15
| 5 | 0.539812 | 1.474692 |
Negative
|
International Transfers
|
Fees
|
Medium
| 62.598282 | 451.107813 | 119,921 | 27.35287 |
2023-06-13
|
Credit
|
2023-01-12 00:00:00
| 0.279346 | 8.088073 | 17.976444 | 0.029317 | 47,376.41403 |
92 | 40 |
Other
|
East Josephville
|
Premium
|
Technical author
|
PhD
|
Single
| 4 |
Marketing
|
Regular
| true | true | false | true | true | 4 | 35 | 5 | false | false | 0.49775 | 9 | 8 | 712 | 19.526074 | 13,528 |
2022-03-26
|
2021-02-23
| 1.787776 | 3.267568 | 4.014274 | 10 | -12 |
2021-06-30
| 11 | 0.604142 | 4.675852 |
Neutral
|
Budgeting Tools
| null |
Low
| 70.943255 | 636.775143 | 933,211 | 1.050528 |
2022-04-17
|
Credit
|
2022-03-26 00:00:00
| 0.88059 | 1.57991 | 9.363961 | 0.786158 | 71,495.0189 |
93 | 79 |
F
|
West Juan
|
Medium
|
Solicitor, Scotland
|
Bachelor
|
Widowed
| 1 |
Branch
|
VIP
| true | false | true | true | false | 3 | 7 | 2 | true | true | 0.470929 | 16 | 0 | 813 | 688.593585 | 559,344 |
2021-10-11
|
2022-07-01
| 1.978971 | 1.835334 | 3.512308 | 1 | -46 |
2022-01-27
| 15 | 0.947464 | 1.843588 |
Neutral
|
Budgeting Tools
|
App Issues
|
Medium
| 53.546617 | 539.382108 | 252,874 | 19.139531 |
2021-12-17
|
Transfer
|
2021-10-11 00:00:00
| 0.599801 | 0.335314 | 1.236391 | 0.71702 | 76,130.05185 |
94 | 54 |
Other
|
Lake Matthew
|
Low
|
Publishing rights manager
|
Master
|
Married
| 1 |
Referral
|
Regular
| true | false | false | true | true | 3 | 92 | 2 | false | true | 0.475649 | 4 | 0 | 327 | 715.273433 | 233,805 |
2023-11-10
|
2022-04-18
| 1.875182 | 4.875212 | 2.122546 | 8 | 15 |
2023-01-26
| 13 | 0.746066 | 3.438332 |
Negative
|
Investment Analytics
|
Transaction Delays
|
Low
| 94.879103 | 229.055397 | 537,679 | 25.509449 |
2023-12-07
|
Credit
|
2023-11-10 00:00:00
| 0.863861 | 4.464407 | 7.055499 | 0.650718 | 77,890.9684 |
95 | 61 |
M
|
Williamview
|
High
|
Holiday representative
|
High School
|
Married
| 5 |
Online
|
Premium
| true | true | false | true | true | 4 | 72 | 2 | true | true | 0.381071 | 11 | 0 | 770 | 182.60806 | 140,140 |
2023-10-08
|
2022-04-21
| 4.566442 | 1.806599 | 4.089807 | 4 | -62 |
2021-01-11
| 3 | 0.913949 | 3.579562 |
Negative
|
International Transfers
|
App Issues
|
Low
| 67.774563 | 341.234424 | 44,612 | 1.254422 |
2023-11-04
|
Debit
|
2023-10-08 00:00:00
| 0.402987 | 9.73722 | 18.40508 | 0.755222 | 74,793.5116 |
96 | 52 |
Other
|
North Cynthiaview
|
High
|
Recycling officer
|
PhD
|
Single
| 6 |
Marketing
|
Premium
| false | true | true | true | true | 4 | 85 | 9 | true | false | 0.886405 | 7 | 3 | 954 | 712.287871 | 679,248 |
2021-07-06
|
2022-04-18
| 4.667233 | 1.618918 | 4.846066 | 4 | 36 |
2021-04-18
| 12 | 0.835414 | 1.608003 |
Positive
|
Investment Analytics
|
Transaction Delays
|
High
| 70.885273 | 20.879663 | 942,597 | 21.45509 |
2021-11-20
|
Transfer
|
2021-07-06 00:00:00
| 0.597517 | 4.577139 | 17.858113 | 0.542667 | 23,634.32176 |
97 | 82 |
Other
|
North Matthewberg
|
Low
|
Scientist, research (maths)
|
PhD
|
Divorced
| 7 |
Marketing
|
Premium
| true | true | true | false | true | 4 | 9 | 5 | true | true | 0.520997 | 11 | 2 | 606 | 993.912779 | 601,758 |
2021-04-07
|
2021-02-23
| 2.280541 | 2.702946 | 4.428263 | 8 | -91 |
2022-06-16
| 10 | 0.929104 | 2.373241 |
Negative
|
International Transfers
|
App Issues
|
High
| 88.433984 | 26.849026 | 144,806 | 23.50582 |
2022-12-25
|
Transfer
|
2021-04-07 00:00:00
| 0.044314 | 4.830974 | 7.631787 | 0.454462 | 94,425.83833 |
98 | 64 |
F
|
Evanmouth
|
High
|
Camera operator
|
PhD
|
Married
| 4 |
Marketing
|
VIP
| true | true | false | true | true | 4 | 23 | 8 | true | true | 0.973887 | 11 | 6 | 396 | 301.114948 | 119,196 |
2021-08-13
|
2023-01-06
| 3.807608 | 3.960318 | 2.657004 | 8 | 23 |
2021-03-30
| 15 | 0.758886 | 2.199319 |
Negative
|
International Transfers
|
App Issues
|
Medium
| 61.332576 | 401.460932 | 330,099 | 2.024121 |
2022-07-05
|
Credit
|
2021-08-13 00:00:00
| 0.446887 | 6.735342 | 3.029921 | 0.108808 | 53,759.38615 |
99 | 20 |
F
|
Hoffmanville
|
Low
|
Dentist
|
High School
|
Single
| 4 |
Online
|
Premium
| true | false | false | true | true | 3 | 62 | 6 | false | false | 0.846526 | 9 | 5 | 868 | 48.186303 | 41,664 |
2021-11-10
|
2021-06-12
| 1.498655 | 1.365835 | 2.177741 | 9 | 42 |
2021-08-15
| 10 | 0.909526 | 3.83919 |
Negative
|
Budgeting Tools
|
App Issues
|
Medium
| 23.588185 | 457.79117 | 526,539 | 1.449929 |
2023-03-16
|
Debit
|
2021-11-10 00:00:00
| 0.881507 | 0.255892 | 13.100645 | 0.948549 | 35,059.76835 |
100 | 18 |
M
|
Lake Rebeccaside
|
Medium
|
Economist
|
Bachelor
|
Married
| 3 |
Online
|
New
| false | true | true | true | true | 4 | 39 | 1 | true | true | 0.737571 | 12 | 2 | 870 | 851.914142 | 740,370 |
2021-11-24
|
2023-09-04
| 3.245697 | 1.737668 | 1.032472 | 8 | 64 |
2021-04-09
| 5 | 0.971521 | 3.499981 |
Neutral
|
Mobile Deposit
|
App Issues
|
Medium
| 43.162588 | 836.889395 | 270,666 | 14.530748 |
2022-07-05
|
Credit
|
2021-11-24 00:00:00
| 0.195344 | 7.895287 | 6.580726 | 0.146823 | 10,716.77119 |
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