# Nemotron Survey Use-Case Users
This sample contains 50 Nemotron personas selected for general survey simulations. The selector does not use domain relevance keywords; it greedily maximizes variation across age band, gender, education, marital status, occupation group, and geography.
Summary
- Candidate personas scanned:
43,293 - Selected personas:
50
Age Bands
| Age band | Users | | --- | ---: | | 18-24 | 8 | | 25-34 | 8 | | 35-44 | 9 | | 45-54 | 8 | | 55-64 | 9 | | 65+ | 8 |
Gender
| Gender | Users | | --- | ---: | | Female | 26 | | Male | 24 |
Education
| Education | Users | | --- | ---: | | 9th_12th_no_diploma | 6 | | associates | 7 | | bachelors | 8 | | graduate | 7 | | high_school | 8 | | less_than_9th | 7 | | some_college | 7 |
Marital Status
| Marital status | Users | | --- | ---: | | divorced | 10 | | married_present | 10 | | never_married | 11 | | separated | 9 | | widowed | 10 |
Occupation Groups
| Occupation group | Users | | --- | ---: | | business | 7 | | creative | 6 | | education | 7 | | healthcare | 7 | | nontraditional_or_student | 2 | | other | 7 | | technology | 7 | | trades_operations | 7 |
Geography
| State | Users | | --- | ---: | | AK | 1 | | AL | 1 | | AR | 1 | | AZ | 1 | | CA | 1 | | CO | 1 | | CT | 1 | | DC | 1 | | DE | 1 | | FL | 1 | | GA | 1 | | HI | 1 | | IA | 1 | | IL | 1 | | IN | 1 | | KS | 1 | | KY | 1 | | LA | 1 | | MA | 1 | | MD | 1 | | ME | 1 | | MI | 1 | | MN | 1 | | MO | 1 | | MS | 1 | | MT | 1 | | NC | 1 | | NE | 1 | | NH | 1 | | NJ | 1 | | NM | 1 | | NV | 1 | | NY | 1 | | OH | 1 | | OK | 1 | | OR | 1 | | PA | 1 | | PR | 1 | | RI | 1 | | SC | 1 | | SD | 1 | | TN | 1 | | TX | 1 | | UT | 1 | | VA | 1 | | VT | 1 | | WA | 1 | | WI | 1 | | WV | 1 | | WY | 1 |
Selected Users
| # | File | Age | Gender | Education | Occupation | State |
| ---: | --- | ---: | --- | --- | --- | --- |
| 1 | Nemotron_34278737.yaml | 51 | Female | associates | construction_equipment_operator | MI |
| 2 | Nemotron_33325DB8.yaml | 22 | Male | high_school | construction_manager | TX |
| 3 | Nemotron_4BC61C7D.yaml | 92 | Female | bachelors | not_in_workforce | MA |
| 4 | Nemotron_802770C4.yaml | 55 | Male | some_college | baggage_porter_bellhop_or_concierge | AZ |
| 5 | Nemotron_1415A1F3.yaml | 43 | Male | graduate | secondary_school_teacher | NY |
| 6 | Nemotron_490124D5.yaml | 32 | Female | 9th_12th_no_diploma | stationary_engineer_or_boiler_operator | PA |
| 7 | Nemotron_990CEAFD.yaml | 21 | Male | less_than_9th | emergency_medical_technician | TN |
| 8 | Nemotron_449493B0.yaml | 48 | Female | high_school | industrial_or_refractory_machinery_mechanic | NJ |
| 9 | Nemotron_1DBA2AED.yaml | 30 | Female | bachelors | financial_or_investment_analyst | MS |
| 10 | Nemotron_B3D88E3B.yaml | 55 | Male | graduate | physician | OK |
| 11 | Nemotron_4EE87CA6.yaml | 39 | Female | some_college | manager | VT |
| 12 | Nemotron_D59FEFCC.yaml | 78 | Male | 9th_12th_no_diploma | first_line_supervisor_of_office_or_administrative_support_worker | CA |
| 13 | Nemotron_205E2957.yaml | 63 | Female | associates | education_or_childcare_administrator | GA |
| 14 | Nemotron_F13BF368.yaml | 38 | Male | less_than_9th | heating_air_conditioning_or_refrigeration_mechanic_or_installer | WA |
| 15 | Nemotron_4D5B795C.yaml | 81 | Female | graduate | interior_designer | CO |
| 16 | Nemotron_59ECBA7F.yaml | 54 | Male | high_school | cement_mason_concrete_finisher_or_terrazzo_worker | PR |
| 17 | Nemotron_7C4D0B1D.yaml | 22 | Male | 9th_12th_no_diploma | sales_representative_of_services | LA |
| 18 | Nemotron_9E903E68.yaml | 33 | Female | bachelors | registered_nurse | NC |
| 19 | Nemotron_B79FC56C.yaml | 64 | Female | associates | construction_laborer | FL |
| 20 | Nemotron_C01FE0C5.yaml | 42 | Male | some_college | postsecondary_teacher | NV |
| 21 | Nemotron_35B1F91A.yaml | 26 | Male | less_than_9th | software_developer | OR |
| 22 | Nemotron_34D350AA.yaml | 47 | Female | some_college | graphic_designer | IN |
| 23 | Nemotron_5D867F0B.yaml | 22 | Male | bachelors | no_occupation | IL |
| 24 | Nemotron_9338C7B5.yaml | 85 | Female | 9th_12th_no_diploma | medical_or_health_services_manager | VA |
| 25 | Nemotron_57BF3BCE.yaml | 53 | Female | high_school | civil_engineer | SC |
| 26 | Nemotron_8338511D.yaml | 63 | Male | associates | driver_sales_worker_or_truck_driver | SD |
| 27 | Nemotron_85BC48DA.yaml | 69 | Female | graduate | special_education_teacher | AL |
| 28 | Nemotron_B98C5B2C.yaml | 42 | Male | less_than_9th | bus_driver_school | MN |
| 29 | Nemotron_B45AEC82.yaml | 29 | Female | bachelors | musician_or_singer | OH |
| 30 | Nemotron_C90FE6D0.yaml | 21 | Female | some_college | stocker_or_order_filler | KY |
| 31 | Nemotron_868AC826.yaml | 63 | Male | 9th_12th_no_diploma | bus_driver_transit_or_intercity | MD |
| 32 | Nemotron_A1028890.yaml | 29 | Male | associates | insurance_sales_agent | KS |
| 33 | Nemotron_D6B5CC29.yaml | 46 | Female | graduate | mechanical_engineer | MT |
| 34 | Nemotron_2CCE4882.yaml | 18 | Male | high_school | physical_therapist_assistant_or_aide | WI |
| 35 | Nemotron_BE2218D9.yaml | 67 | Female | less_than_9th | elementary_or_middle_school_teacher | MO |
| 36 | Nemotron_4A0DFD53.yaml | 38 | Male | bachelors | designer | WY |
| 37 | Nemotron_EC83A4FB.yaml | 59 | Female | high_school | shoe_or_leather_worker | ME |
| 38 | Nemotron_590FB918.yaml | 26 | Male | associates | sales_or_related_worker | IA |
| 39 | Nemotron_617FDA86.yaml | 38 | Male | graduate | life_physical_or_social_science_technician | AR |
| 40 | Nemotron_76826190.yaml | 24 | Female | some_college | engineer | UT |
| 41 | Nemotron_E10A4092.yaml | 72 | Female | less_than_9th | not_in_workforce | CT |
| 42 | Nemotron_202B69C4.yaml | 46 | Female | high_school | medical_assistant | NH |
| 43 | Nemotron_F85A537F.yaml | 55 | Male | bachelors | educational_guidance_or_career_counselor_or_advisor | RI |
| 44 | Nemotron_CEA84184.yaml | 20 | Male | associates | producer_or_director | WV |
| 45 | Nemotron_E3818ACA.yaml | 43 | Male | 9th_12th_no_diploma | installation_maintenance_or_repair_worker | HI |
| 46 | Nemotron_F1F563CF.yaml | 25 | Female | some_college | healthcare_support_worker | NE |
| 47 | Nemotron_25FCCFFB.yaml | 69 | Female | graduate | preschool_or_kindergarten_teacher | DE |
| 48 | Nemotron_26653E3E.yaml | 47 | Female | less_than_9th | retail_salesperson | AK |
| 49 | Nemotron_49E15D14.yaml | 60 | Female | high_school | sewing_machine_operator | DC |
| 50 | Nemotron_0387A053.yaml | 44 | Male | bachelors | computer_programmer | NM |