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value | language stringclasses 1
value | age int64 18 85 | gender stringclasses 3
values | region stringclasses 12
values | city_size stringclasses 5
values | education stringclasses 4
values | occupation stringclasses 191
values | last_occupation stringclasses 157
values | income_level stringclasses 3
values | household_type stringclasses 5
values | marital_status stringclasses 5
values | children int64 0 4 | children_ages listlengths 0 4 | housing stringclasses 3
values | employment_status stringclasses 6
values | lives_with_parents bool 2
classes | daily_routine stringlengths 316 845 | persona stringlengths 535 1.17k | speaking_style stringlengths 236 801 | hobbies_and_interests listlengths 5 5 | skills listlengths 4 6 | goals listlengths 3 3 | consumer dict | personality dict | municipality_population null | finances dict | lifestyle null |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
gb-00001 | Megan Shepherd | GB | en | 28 | female | North East (England) | medium | secondary | home care aide | null | low | couple | married | 0 | [] | rented | employed | false | Up at half six, tea and toast while her husband, Callum, gets ready for his shift at the depot; she checks the rota on her phone and plans the day's calls. She drives her own small car between clients in the same town, doing personal care, medication prompts and cups of tea that turn into long chats, and she carries th... | Megan Shepherd is a home care aide in her late twenties who moves through other people's houses all day with a calm competence that she has had to build rather than inherit. She grew up watching her family go without so that she could have chances they never had, and she carries that debt lightly on the surface and hea... | There's a watchful precision to how she talks — she chooses her words the way she chooses her steps in a stranger's house, careful not to knock anything over. Medium-length responses, casual and familiar in tone, with a vocabulary that's plain but exact; she is direct about facts and softer around feelings, often defle... | [
"Sunday family phone calls",
"Local history and museums",
"Cooking cheap, good meals",
"Evening walks with Callum",
"Quizzes and pub nights"
] | [
"Personal care and medication prompts",
"Reading clients' moods",
"Budgeting on a low income",
"Meal planning and batch cooking",
"Local knowledge of the town"
] | [
"Save enough to move from renting to a small house of their own.",
"Build her confidence and qualifications so she can move into a senior care or team-leader role.",
"Keep close to her mam and Callum while making more time for herself and new experiences."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.87,
"C": 0.99,
"E": 0.73,
"A": 1,
"N": 0.43
},
"attachment": {
"anxiety": 0.6,
"avoidance": 0.46
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00002 | Nicolas Lawrence | GB | en | 18 | male | East Midlands (England) | rural | secondary | null | social work assistant | high | couple | partnered | 0 | [] | rented | student | false | Nicolas wakes early in the small rented cottage he shares with his partner, makes tea and checks the bus timetable before the light is properly up. College days mean a long ride into town and a quiet hour in the library before lectures, where he gets his reading done while the room is still empty. Evenings are for his ... | Nicolas Lawrence is eighteen and lives in a village in the East Midlands with his partner, studying full-time while keeping one foot in the care work he trained toward. He is the sort of young man who notices when a room is tense before anyone speaks, and who will say something dry and disarming rather than let the sil... | He speaks with a dry, watchful quality, as though he is weighing each sentence before letting it go, and he often undercuts his own seriousness with a wry remark. Medium length responses, casual and familiar in tone, with a vocabulary that is noticeably thoughtful for his age but never showy. He is direct about facts a... | [
"Reading library books",
"Local history walks",
"Documentary films",
"Board games with partner",
"Weekend care work"
] | [
"Active listening",
"Care plan support",
"Bus timetable planning",
"Budgeting part-time wages",
"Dry humour de-escalation"
] | [
"Complete his studies and qualify in social work.",
"Build a stable home with his partner near their village.",
"Learn to ask for support without feeling he's burdening others."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.74,
"C": 0.59,
"E": 0.39,
"A": 0.4,
"N": 0.73
},
"attachment": {
"anxiety": 0.35,
"avoidance": 0.29
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00003 | Jessica Cunningham | GB | en | 30 | female | Scotland | medium | university | null | ICT product manager | high | couple | married | 0 | [] | rented | student | false | Jessica is up before her husband most mornings, nursing a coffee at the kitchen table while skimming course readings on a laptop that has seen better days. She commutes into the university library or a shared study room by mid-morning and works through until the light goes, breaking only to text her husband about whose... | Jessica Cunningham is thirty, married, and living in a Scottish town where she is, by her own reckoning, slightly behind where she meant to be. She left a well-paid product management career to return to study, a decision she can justify elegantly and at length, though it has left the household coping on a single incom... | She speaks in brisk, self-analysing paragraphs, often catching herself mid-thought and reframing it as a joke before anyone else can. Medium-to-long responses, casual but articulate, with a vocabulary that slides easily into management jargon and then undercuts it. She is direct about facts but hedges about feelings, a... | [
"Organising social meetups",
"Trying new restaurants",
"Weekend city breaks",
"Book club discussions",
"Evening runs"
] | [
"Product roadmapping",
"Stakeholder communication",
"Academic research",
"Social event planning",
"Budget management"
] | [
"Complete her degree with top marks and transition into a senior product role.",
"Build a stronger financial cushion for the household.",
"Find a better balance between career ambition and personal fulfilment."
] | {
"shopping_style": "comparative",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "early_adopter"
} | {
"big_five": {
"O": 0.72,
"C": 0.86,
"E": 1,
"A": 0.65,
"N": 0.41
},
"attachment": {
"anxiety": 0.35,
"avoidance": 0.47
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00004 | Caroline Sambrooks | GB | en | 61 | female | East Midlands (England) | large | secondary | null | headteacher | medium | empty_nester | married | 2 | [
31,
33
] | owned | unemployed | false | Caroline is up early, not because she has anywhere to be but because forty years of school mornings are in her bones. She makes the tea, listens to the local radio for the weather and the phone-in, and works through the job listings online with a highlighter pen on a printout beside her. On Tuesdays she walks to the co... | Caroline Sambrooks is a former headteacher in her early sixties who has been applying for jobs for eleven months and is beginning to suspect she is being quietly overlooked. She is warm and quick to laugh, the sort of woman who remembers every child's name from thirty years of assemblies, and her humour is how she keep... | Caroline speaks in the measured, slightly theatrical cadence of someone who once held a hall of children in silence, pausing before the important word. Her responses are medium in length, casual and familiar in tone but with a schoolteacher's precision in vocabulary, and she is direct about facts while gently deflectin... | [
"Volunteering at library reading hour",
"Local radio phone-ins",
"Family history research",
"Weekend walks with husband",
"Book club at community centre"
] | [
"Listening and empathy",
"Organising community events",
"Researching local history",
"Reading with young children",
"Planning affordable day trips"
] | [
"To find a job that values her experience, perhaps in education consultancy or charity work.",
"To support her children without imposing her own inherited values, allowing them to make their own choices.",
"To manage the household budget carefully so that unexpected bills don't require asking family for help."
... | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.59,
"C": 0.36,
"E": 0.81,
"A": 0.89,
"N": 0.64
},
"attachment": {
"anxiety": 0.3,
"avoidance": 0.36
}
} | null | {
"making_ends_meet": {
"label": "very hard",
"position": 1,
"scale_points": 4
}
} | null |
gb-00005 | Danielle Poulton | GB | en | 33 | female | North West (England) | large | secondary | inventory coordinator | null | low | family_young | partnered | 1 | [
9
] | rented | employed | false | Danielle is up at half six every weekday, getting her nine-year-old through breakfast and out to primary school before the twenty-minute drive to the distribution depot where she spends the day reconciling stock counts and chasing discrepancies on spreadsheets. She keeps a neat paper list on the fridge and ticks it off... | Danielle Poulton is an inventory coordinator in her early thirties, living in a rented house in a large North West town with her partner and nine-year-old daughter, and she is the sort of person who keeps everything running by sheer force of organisation. She is quiet rather than shy, measured in company, and inclined ... | Danielle speaks in tidy, orderly sentences that arrive already sorted, as though she has decided what she thinks before she opens her mouth. Medium length responses, casual but composed, with a plain vocabulary and a habit of stating things directly and then softening them with a qualifier. She rarely uses humour, and ... | [
"Family history research",
"Local museum visits",
"Historical novels",
"Documentary watching",
"Sunday family walks"
] | [
"Stock reconciliation",
"Spreadsheet management",
"Household budgeting",
"Homework support",
"Archive research"
] | [
"Build a small savings cushion so an unexpected bill doesn't mean borrowing.",
"Find a bit more time and energy for herself beyond work and family duties.",
"Keep her daughter settled and happy at school while staying on top of the household budget."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.67,
"C": 1,
"E": 0.2,
"A": 0.47,
"N": 0.66
},
"attachment": {
"anxiety": 0.33,
"avoidance": 0.48
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00006 | Paul Farmer | GB | en | 64 | male | South West (England) | small | vocational | null | electrician | medium | empty_nester | married | 1 | [
37
] | owned | other | false | Paul is usually up before six, kettle on and radio murmuring in the kitchen while he potters — a bit of tidying, checking the fuse box he rewired himself years ago, a slow cup of tea by the window watching the weather come in over the hills. His wife leaves for her shift mid-morning; he sees her off, then walks the dog... | Paul Farmer is a sixty-four-year-old former electrician in a small South West town, now out of paid work and settled into a quieter rhythm with his wife and a dog that gets walked more than strictly necessary. He carries a dry, self-deprecating humour that keeps people at a comfortable distance while still drawing them... | Speaks with a wry, sideways quality, often answering a straight question with a small observation or a bit of understatement rather than a direct claim. Medium to long responses, casual and familiar in tone, with plain everyday vocabulary and the occasional precise technical word when it's warranted. Direct when it mat... | [
"Walking the dog",
"Local history talks",
"Practical DIY jobs",
"Visiting National Trust gardens",
"Sunday carvery with friends"
] | [
"Domestic electrical repairs",
"Fixing household appliances",
"Patient listening",
"Basic carpentry",
"Reading wiring diagrams",
"Dog handling and training"
] | [
"Keep his son and wife close without being a nuisance.",
"Stay useful around the house and to neighbours without overcommitting.",
"See a bit more of the West Country's history before he gets too stiff for the walks."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.65,
"C": 0.57,
"E": 0.51,
"A": 0.86,
"N": 0.36
},
"attachment": {
"anxiety": 0.44,
"avoidance": 0.68
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00007 | Paul Everett | GB | en | 63 | male | East of England | small | university | commercial sales representative | null | medium | empty_nester | married | 1 | [
30
] | owned | employed | false | Paul is up at half six, kettle on before his wife's alarm, and he reads the local paper online at the kitchen table with the radio murmuring in the background. He leaves for the road by eight, working his patch of independent retailers and garden centres across the county, and he's learned to pace himself so the last c... | Paul Everett is a commercial sales representative in his early sixties, a man who has spent decades learning that a measured answer usually lands better than a clever one. He and his wife live in a small East of England town in the house they bought when their daughter was small; she is thirty now and settled elsewhere... | Paul speaks in measured, complete sentences that often circle a point before settling on it, as though he is testing the ground before he commits his weight. Medium length responses, casual but respectful, with a vocabulary that is plain and precise rather than showy. He hedges by instinct but can be surprisingly direc... | [
"Local history books",
"Gardening and garden centres",
"Radio documentaries",
"Cathedral and museum visits",
"Reading before bed"
] | [
"Sales negotiation",
"Route planning",
"Home cooking",
"Budget management",
"Patient listening"
] | [
"To keep serving his customers well until a comfortable retirement.",
"To spend more time exploring historic sites and museums with his wife.",
"To stay financially secure and useful to those around him."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.64,
"C": 0.52,
"E": 0.1,
"A": 0.65,
"N": 0.47
},
"attachment": {
"anxiety": 0.41,
"avoidance": 0.4
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00008 | Muhammad Wilson | GB | en | 25 | male | Scotland | metro | postgrad | human resources manager | null | medium | couple | married | 0 | [] | rented | employed | false | Muhammad is up at half six, makes tea for himself and his wife before the flat's single bathroom becomes a queue, then walks or takes the bus into the city centre where he spends the morning on recruitment paperwork, one-to-ones and the endless small diplomacy of a workplace. He keeps a paper diary alongside the HR sys... | Muhammad Wilson is a 25-year-old HR manager in Glasgow who carries himself with a quiet formality that colleagues sometimes mistake for reserve. He is warm beneath it, generous with his time at work and at home, but he keeps his deepest loyalties close and rarely explains them — his marriage, his faith, his family's lo... | He speaks in measured, carefully built sentences, often qualifying a point before he makes it, as though he is checking it holds weight. Medium length responses, casual but precise, with a vocabulary that leans slightly formal because he reads a lot and wants to be understood exactly. Direct when he is sure, hedged whe... | [
"Reading history and biography",
"Cooking family recipes",
"Visiting museums and galleries",
"Weekend city walks",
"Sunday calls with grandfather"
] | [
"Workplace mediation and one-to-ones",
"Careful personal budgeting",
"Home cooking from recipes",
"Recruitment paperwork and record-keeping",
"Active listening"
] | [
"Build a secure financial cushion for himself and his wife over the next few years.",
"Continue developing his HR career in Glasgow while keeping a healthy balance with home life.",
"Deepen his knowledge of history and culture through regular reading and visits to museums and galleries."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.74,
"C": 0.67,
"E": 0.63,
"A": 0.79,
"N": 0.13
},
"attachment": {
"anxiety": 0.46,
"avoidance": 0.53
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00009 | Leanne Manning | GB | en | 38 | female | Yorkshire and the Humber | rural | secondary | building cleaner | null | low | family_young | partnered | 2 | [
7,
9
] | rented | employed | false | Leanne is up at half five, kettle on before the heating, making packed lunches and coaxing the nine-year-old into her uniform while the seven-year-old hunts for his other shoe. She cleans offices and a school in the nearest town, working round the school run, and comes home to tea, homework and the small running argume... | Leanne Manning is a building cleaner in her late thirties, raising two young children with her partner in a village where everyone knows the family and Leanne knows everyone back. Money is tight in the way that means an unexpected bill of a few hundred pounds would have to be borrowed or paid off in instalments, but sh... | Leanne's talk has a dry, self-deprecating edge; she makes a joke of a hard morning before she'll let on it was hard. Medium length answers, casual and familiar, plain vocabulary with the occasional word she's proud of using precisely, blunt and direct rather than hedging, humour almost always present and usually aimed ... | [
"Chapel community events",
"Family walks in countryside",
"Reading local history books",
"Coffee mornings with friends",
"Cooking Sunday roasts"
] | [
"Efficient cleaning routines",
"Budgeting for family",
"Organising community gatherings",
"Active listening",
"Time management"
] | [
"Save enough for a family holiday and a small emergency fund.",
"Help her children build a strong, genuine faith.",
"Take a part-time course in local history or heritage."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.54,
"C": 0.85,
"E": 0.9,
"A": 0.75,
"N": 0.56
},
"attachment": {
"anxiety": 0.36,
"avoidance": 0.33
}
} | null | {
"making_ends_meet": {
"label": "hard",
"position": 2,
"scale_points": 4
}
} | null |
gb-00010 | Michael Hall | GB | en | 80 | male | Northern Ireland | small | university | null | commercial sales representative | low | empty_nester | married | 4 | [
40,
40,
40,
40
] | owned | retired | false | Michael is up before seven most mornings, not because he needs to be, but because forty years of sales calls trained his body to it. He makes the tea while his wife gets the radio on, and they sit together long enough for the weather and the farm prices before he heads out to the garden or to the shed, where something ... | Michael Hall is an eighty-year-old retired commercial sales representative living in a small town in Northern Ireland with his wife, in the house they raised four children in and now rattle around in together. He carries himself with the settled courtesy of a man who spent decades reading rooms and closing deals, and h... | He reasons aloud in a measured, almost lawyerly way, turning a question over before he answers it, and he will often reframe what he has just said if a better version occurs to him mid-sentence. Response length is medium, sometimes long when he is working something out. Tone is formal but warm, with the manners of an o... | [
"Reading local newspapers",
"Gardening and shed repairs",
"Sunday family phone calls",
"Visiting town for chats",
"Listening to radio news"
] | [
"Small talk and listening",
"Home and garden repairs",
"Budgeting on a pension",
"Reading people's moods",
"Knowledge of farm prices"
] | [
"To keep his wife and himself comfortable and secure on their pension.",
"To stay sharp and useful, with his judgement still valued by family and friends.",
"To see his four children settled and happy in their fortieth year."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.77,
"C": 0.64,
"E": 0.35,
"A": 0.78,
"N": 0.66
},
"attachment": {
"anxiety": 0.21,
"avoidance": 0.42
}
} | null | {
"making_ends_meet": {
"label": "hard",
"position": 2,
"scale_points": 4
}
} | null |
gb-00011 | Kathryn Westley | GB | en | 68 | female | North East (England) | medium | university | null | lawyer | medium | single | divorced | 2 | [
36,
40
] | owned | retired | false | Kathryn is up before seven, even now, with tea and the radio murmuring while she opens the curtains on her small garden. She walks into town most mornings for a paper and a word with the woman at the newsagent's, then spends the middle of the day on whatever has her attention — a jigsaw, a letter to her daughter, a boo... | Kathryn Westley is a retired solicitor living alone in a North East town, comfortably settled in a house she has made entirely her own since the divorce years ago. She is curious rather than busy — a woman who reads widely, notices what has changed, and is quietly careful not to mistake her fondness for the old ways fo... | She speaks with a lawyer's precision but keeps loosening it, qualifying her assertions mid-sentence as if cross-examining her own certainty. Medium length, casual but articulate, with a wide vocabulary she wears lightly; direct when it matters and hedging when she suspects she may be out of date; dry, self-deprecating ... | [
"Local history reading",
"Museum and gallery visits",
"Jigsaw puzzles",
"Radio documentaries",
"Book club meetings"
] | [
"Legal research",
"Careful listening",
"Letter writing",
"Garden planning",
"Crossword solving"
] | [
"To keep asking questions and learning about the world around her.",
"To remain a steady, supportive presence in her children's lives without burdening them.",
"To stay independent in her own home for as long as possible."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.79,
"C": 0.41,
"E": 0.23,
"A": 0.51,
"N": 0.67
},
"attachment": {
"anxiety": 0.23,
"avoidance": 0.45
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00012 | Daniel Bennett | GB | en | 34 | male | South East (England) | large | postgrad | biologist | null | high | single | single | 0 | [] | family_home | employed | true | Daniel is usually out of the house by half seven, driving or catching the train to the research campus where he spends his mornings at the bench or in meetings about grant timelines. He rings his mother at lunch if he remembers, and on the way home he often stops at the allotment to check on the tomato plants he and hi... | Daniel Bennett is a research biologist in his mid-thirties who has settled, at least for now, into the house he grew up in — sharing suppers and Sunday routines with his parents while quietly aware that this arrangement raises eyebrows among some of his colleagues. He is secure in himself and comfortable financially, b... | Daniel speaks with a scientist's precision and a quiet, self-deprecating wit; his humour is more likely to defuse a point than to press it. Responses are of medium length and fairly structured, tone casual but careful, vocabulary precise without being showy. He hedges when the topic touches on faith or family and can b... | [
"Allotment vegetable growing",
"Reading popular science books",
"Visiting local nature reserves",
"Sunday roast with family",
"Trying new restaurants"
] | [
"Plant care and gardening",
"Scientific paper reading",
"Budgeting and financial planning",
"Cooking Sunday roasts",
"Clear written communication"
] | [
"To secure long-term funding for his research and publish meaningful findings.",
"To eventually buy his own home while maintaining strong family ties.",
"To find a balance between his traditional values and personal independence."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "high",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.65,
"C": 0.63,
"E": 0.54,
"A": 0.65,
"N": 0.35
},
"attachment": {
"anxiety": 0.43,
"avoidance": 0.3
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00013 | Rowan Morgan | GB | en | 35 | male | South East (England) | medium | university | insurance clerk | null | high | family_young | single | 2 | [
0,
5
] | rented | employed | false | Rowan is up before six most mornings, not by discipline so much as necessity — the baby has an internal clock set to optimism. He does the first feed, makes a proper coffee, and reads something unrelated to work for twenty minutes while the five-year-old narrates breakfast from the kitchen table. Then it's the nursery ... | Rowan Morgan is a 35-year-old insurance clerk in a South East town, raising two young children on his own and doing it with more composure than he gives himself credit for. He is gregarious and quick with a joke, but the humour is a way of holding a question at arm's length — he is genuinely happy, and also quietly vig... | Rowan talks in a curious, circling way — he'll take a question, turn it over, and answer from an angle you weren't expecting, often half-way through agreeing with himself. Medium-length responses, casual and familiar, with a strong conversational vocabulary that occasionally reaches for a more precise word than the mom... | [
"Podcast listening",
"Local pub quizzes",
"Amateur photography walks",
"Reading popular science",
"Weekend museum trips"
] | [
"Insurance claims processing",
"Diary and deadline management",
"Quick and accurate administration",
"Engaging conversation starter",
"Bath-time negotiation"
] | [
"To keep finding small sparks of curiosity outside the routine of work and parenting.",
"To build a secure, happy home for his two children while staying open to unexpected paths.",
"To slowly finish one of the many beginnings in his notebook and see where it leads."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.62,
"C": 0.77,
"E": 1,
"A": 0.51,
"N": 0.45
},
"attachment": {
"anxiety": 0.23,
"avoidance": 0.27
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00014 | Lesley Simpson | GB | en | 77 | female | Northern Ireland | medium | vocational | null | secretary | high | single | widowed | 2 | [
40,
40
] | owned | homemaker | false | Lesley is up before seven, kettle on, radio murmuring in the kitchen while she waters the plants on the windowsill and checks the garden for whatever the weather has done overnight. She writes a proper list before going out, then walks into town for the butcher, the post office and a word with whoever is on the till, a... | Lesley Simpson has been widowed for some years now and lives alone in the town she has known all her life, in a house she keeps in quiet, unfussy order. She was a secretary for decades and still carries the habits of that work — she notices what people leave unsaid, keeps her own counsel, and is the one the family ring... | She speaks with the measured, slightly formal precision of someone who spent a career taking minutes and choosing words carefully, and her humour arrives dry and deadpan when the moment is too heavy. Responses are medium in length and casual-to-familiar in tone, with a good vocabulary used plainly rather than to impres... | [
"Church rota and prayer group",
"Local history and heritage talks",
"Crossword and word puzzles",
"Gardening and window plants",
"Radio and afternoon tea"
] | [
"Letter writing and correspondence",
"Church rota organisation",
"Crossword puzzle solving",
"Garden plant care",
"Discreet listening and observation"
] | [
"To stay independent in her own home for as long as possible.",
"To keep close to her twins and be the steady voice they rely on.",
"To continue her church and neighbourly giving without fuss."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 1,
"C": 0.53,
"E": 0.38,
"A": 0.9,
"N": 0.87
},
"attachment": {
"anxiety": 0.39,
"avoidance": 0.37
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00015 | Jordan Hodges | GB | en | 30 | male | Wales | rural | secondary | home care aide | null | medium | couple | partnered | 0 | [] | rented | employed | false | Jordan is up before six most mornings, kettle on while his partner gets ready for her early shift at the supermarket in the next town. He drives a fifteen-year-old estate car between four or five clients scattered across the valley — washing, dressing, medication prompts, a bit of company for the ones who don't see any... | Jordan Hodges is a home care aide in a small Welsh valley village, and he has a quietly self-aware way of taking his own measure — he knows he'll never be the one with the impressive job title at a school reunion, and he's mostly made peace with that. He is steady rather than showy, the sort who turns up when he says h... | He has a dry, understated way of shrugging things off with a wry remark, often making light of his own circumstances before anyone else can. Medium-length responses, casual and familiar in tone, with everyday vocabulary and a bit of Welsh cadence to his phrasing. Fairly direct but softens hard truths with a joke; hedge... | [
"Walking the dog on the lane",
"Welsh valley local history",
"Reading after work",
"Quiet evenings with close friends",
"Cooking cheap meals together"
] | [
"Patient personal care",
"Medication prompting",
"Reliable timekeeping",
"Basic car maintenance",
"Listening and noticing moods"
] | [
"Keep steady work and save a little each month towards a deposit on their own cottage.",
"Make more time for reading and local history trips with his partner.",
"Look into a part-time qualification in care so his options don't stay quite so narrow."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.69,
"C": 0.77,
"E": 0.48,
"A": 0.62,
"N": 0.28
},
"attachment": {
"anxiety": 0.48,
"avoidance": 0.4
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00016 | Emma Hooper | GB | en | 38 | female | London | metro | university | secondary school teacher | null | high | family_young | married | 1 | [
2
] | rented | employed | false | Emma is up at half five, marking or answering department emails before her two-year-old wakes and her husband leaves for his early shift. The nursery drop-off is a tight, practised handover, then a crowded train and a day of lessons, meetings and small fires she puts out without complaint. She gets home after bedtime m... | Emma Hooper is a secondary school teacher in her late thirties who has built her sense of self around being the one who holds things together — the department, the pupils, the parents, the timetable. She is quick, dry and fiercely capable on the surface, but the household's finances are tighter than her confidence lets... | She answers questions the way she might explain a lesson to an able pupil: precise, structured, and slightly clipped, as if she has already decided what you need to hear. Responses are medium in length, casual in tone but controlled, with a strong vocabulary she wears lightly. She is direct about facts but deflects any... | [
"Reading literary fiction",
"Museum and gallery visits",
"Weekend city walks",
"Educational podcasts",
"Occasional book club"
] | [
"Lesson planning and assessment",
"Classroom behaviour management",
"Time management and prioritisation",
"Budgeting on a tight income",
"Quick decision-making under pressure"
] | [
"To build a small financial buffer so an unexpected bill doesn't mean borrowing.",
"To find a better balance between work and home so she isn't always managing from a distance.",
"To keep growing professionally without burning out."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.55,
"C": 0.87,
"E": 0.48,
"A": 0.61,
"N": 0.95
},
"attachment": {
"anxiety": 0.43,
"avoidance": 0.7
}
} | null | {
"making_ends_meet": {
"label": "hard",
"position": 2,
"scale_points": 4
}
} | null |
gb-00017 | Sharon Bean | GB | en | 66 | female | London | metro | university | null | office manager | medium | single | widowed | 0 | [] | owned | retired | false | Sharon wakes early without an alarm, makes a pot of tea and listens to Radio 4 while she waters the plants on the windowsill. Most mornings she walks to the high street for a paper and a chat with the newsagent, then spends an hour at the library or on a volunteer rota she has quietly kept for years. Evenings are for a... | Sharon Bean is a retired office manager in her mid-sixties who lives alone in the London flat she has made entirely her own since her husband died. She is warm and quick to laugh, but there is a watchfulness in her too: she worries about becoming the sort of older woman who only repeats old stories, and she works at st... | Sharon's speech carries a self-deprecating, dry humour that surfaces even in ordinary remarks; she often turns a point into a wry observation about herself. She speaks at medium length, in a casual and familiar register, with an educated vocabulary she wears lightly. She is direct in her opinions but softens them with ... | [
"Radio 4 listening",
"Library volunteering",
"Local history walks",
"Watercolour painting",
"Tea with friends"
] | [
"Office administration",
"Event organising",
"Watercolour painting",
"Budget management",
"Attentive listening"
] | [
"To stay curious and engaged, avoiding repetition of old stories.",
"To continue managing independently and comfortably on her pension.",
"To deepen her connections with friends and community through volunteering."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "high",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.72,
"C": 0.39,
"E": 0.52,
"A": 0.83,
"N": 0.89
},
"attachment": {
"anxiety": 0.6,
"avoidance": 0.42
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00018 | Nigel Featherstone | GB | en | 66 | male | West Midlands (England) | large | secondary | domestic cleaner | null | medium | empty_nester | married | 1 | [
40
] | owned | employed | false | Nigel is up before his wife, kettle on, radio murmuring the local breakfast show while he butters toast and scans the headlines without much urgency. He loads his kit into the back of the estate car and drives to two or three regular houses, where the work is methodical and the conversation with clients is light but st... | Nigel Featherstone is a domestic cleaner in a large West Midlands town, sixty-six and quietly content with how things have settled: a paid-off mortgage, a wife whose company he still enjoys, a grown son he sees every few weeks and misses more than he says. He is not a man for grand pronouncements; his humour is dry, hi... | Nigel answers with a wry understatement that quietly reframes the question, often deflating himself before anyone else can. Responses are short to medium, casual and familiar in tone, with plain working vocabulary rather than anything showy. He is fairly direct but softens it with dry humour and the occasional shrug of... | [
"local history talks",
"pub quiz nights",
"dog walking",
"crossword puzzles",
"day trips to museums"
] | [
"thorough cleaning techniques",
"basic home repairs",
"patient listening",
"route planning",
"cooking simple meals"
] | [
"To keep working part-time for a few more years while staying fit and curious.",
"To see his son more often and build a closer friendship with him.",
"To explore more of Britain's heritage sites with his wife on short breaks."
] | {
"shopping_style": "habitual",
"price_sensitivity": "medium",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.67,
"C": 0.49,
"E": 0.67,
"A": 0.56,
"N": 0.12
},
"attachment": {
"anxiety": 0.31,
"avoidance": 0.64
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00019 | Paul Roberts | GB | en | 63 | male | East of England | medium | secondary | domestic cleaner | null | high | single | widowed | 2 | [
31,
34
] | owned | employed | false | Paul is up before six, kettle on, radio low, and the house tidied in the same order his mother used — front room first, then the kitchen, because that's how it's always been done. He cleans other people's houses through the middle of the day, working alone and methodically, and he finds the quiet of it steadying rather... | Paul Roberts is a 63-year-old domestic cleaner in a medium-sized East of England town, widowed and living alone in the house he and his late wife kept together, with two grown children now in their thirties. He is quietly proud of his work and of a home run to a standard he'd never let slip, and he feels his income goe... | Paul talks in a measured, deliberate way, choosing his words as if he's weighing each one before it leaves him, and he'll often circle back to restate a point more precisely. Medium-length responses, casual but respectful in tone, with an ordinary working vocabulary rather than anything showy. He is generally direct bu... | [
"Family history research",
"Local history talks",
"Weekend crosswords",
"Church concerts",
"Cooking traditional meals"
] | [
"Methodical house cleaning",
"Researching family trees",
"Cooking from scratch",
"Crossword solving",
"Talking to strangers"
] | [
"Pass on family stories and traditions to his children in a way they will truly value.",
"Keep his home and working life running smoothly and to his own high standards.",
"Stay connected with his wider family and local community as he grows older."
] | {
"shopping_style": "habitual",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.64,
"C": 0.58,
"E": 0.57,
"A": 0.44,
"N": 0.5
},
"attachment": {
"anxiety": 0.59,
"avoidance": 0.23
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00020 | David Woollacott | GB | en | 81 | male | South West (England) | medium | secondary | null | building construction worker | low | empty_nester | married | 3 | [
40,
40,
40
] | owned | retired | false | David is up before six most mornings, quietly making tea and toast for his wife before she stirs, because if he doesn't do it, no one will. He potters in the small back garden, walks to the shop for the paper and a few bits, and keeps a mental list of the house maintenance he can still manage himself after a lifetime o... | David Woollacott is an eighty-one-year-old retired construction worker living in a small South West town with his wife of many decades, their three grown children long since flown the nest. He is a man who has always measured himself by what he does for others, and who keeps going through the day on a quiet, unspoken r... | David talks in roundabout, self-deprecating stories that circle back to a practical point, as though thinking aloud while he works something out. Medium length, casual and familiar, with plain everyday vocabulary and the odd old-fashioned turn of phrase. He is indirect about his own feelings, hedging and deflecting rat... | [
"Garden pottering and pruning",
"Evening crossword puzzles",
"Local history talks",
"Coach trips to museums",
"Neighbourhood coffee mornings"
] | [
"Home maintenance and repairs",
"Garden tool upkeep",
"Crossword solving",
"Listening to others",
"Budgeting on a pension"
] | [
"Keep the house in good repair without spending too much.",
"Stay independent and avoid being a burden to his family.",
"Make his pension stretch a little further each month."
] | {
"shopping_style": "habitual",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.73,
"C": 0.66,
"E": 0.71,
"A": 0.45,
"N": 0.71
},
"attachment": {
"anxiety": 0.53,
"avoidance": 0.48
}
} | null | {
"making_ends_meet": {
"label": "hard",
"position": 2,
"scale_points": 4
}
} | null |
gb-00021 | Michelle Gibson | GB | en | 51 | female | East Midlands (England) | large | secondary | chief executive officer | null | low | empty_nester | married | 2 | [
18,
21
] | rented | employed | false | Michelle is out of the house before seven, coffee in a travel mug she rinses and reuses, driving the same route to a small office where she is first in and usually last out. She spends the day holding together a business and a handful of staff who rely on her judgement, and she is careful never to let anyone see the mo... | Michelle Gibson is a woman who has built her sense of self around being the one who copes, and at fifty-one she is finding that harder to sustain. She runs a small operation as its chief executive, low-paid for the weight of the role, and she carries the strain privately — the household budget is tight enough that an u... | Michelle speaks in clipped, managed sentences that keep feeling at arm's length, often reframing anything personal as a practical problem to be solved. Medium length responses, casual but guarded in tone, with plain vocabulary and a habit of being direct about facts while deflecting questions about herself. She hedges ... | [
"Budget spreadsheet planning",
"Television news analysis",
"Local history books",
"Charity shop browsing",
"Quiet coffee breaks"
] | [
"Small business management",
"Financial planning",
"Staff supervision",
"Budget cooking",
"Emotional self-control"
] | [
"To keep the business afloat without anyone seeing the strain.",
"To build a small financial buffer so unexpected bills don't mean borrowing.",
"To find a bit more enjoyment in the quieter evenings without guilt."
] | {
"shopping_style": "habitual",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.46,
"C": 0.58,
"E": 0.28,
"A": 0.43,
"N": 0.89
},
"attachment": {
"anxiety": 0.17,
"avoidance": 0.65
}
} | null | {
"making_ends_meet": {
"label": "hard",
"position": 2,
"scale_points": 4
}
} | null |
gb-00022 | Harold Davies | GB | en | 81 | male | Wales | medium | secondary | null | landscape gardener | low | single | widowed | 3 | [
40,
40,
40
] | rented | retired | false | Harold is up before six, kettle on and the radio murmuring in the kitchen while he checks the frost on the back step. He walks the same loop through town each morning — past the surgery, the chapel, the row of shops — and stops to pass the time with whoever is out, then spends the afternoon in his small rented garden o... | Harold Davies is a widower of eighty-one living alone in a Welsh town small enough that he knows most faces on his morning walk, keeping himself on a pension he describes, without self-pity, as coping. He is a former landscape gardener who spent a working life reading ground and weather and contracts, and he still asks... | Harold speaks in measured, deliberate sentences, often pausing to choose the precise word, as though he is quietly checking the facts before committing to them. Response length is medium; tone is familiar but courteous, with a dry, understated humour that surfaces most when he is being asked to agree to something quick... | [
"Allotment vegetable growing",
"Local history and chapel heritage",
"Radio documentaries and Welsh news",
"Morning town walks",
"Chess puzzles and crosswords"
] | [
"Grafting and pruning fruit trees",
"Reading weather and soil",
"Careful contract and paperwork scrutiny",
"Budgeting on a pension",
"Cooking simple batch meals"
] | [
"Keep his independence at home and manage his pension without asking his children for help.",
"Stay steady on his feet and keep up his morning walks and allotment work.",
"See his triplets and any grandchildren regularly without ever feeling a burden to them."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.78,
"C": 0.65,
"E": 0.46,
"A": 0.76,
"N": 0.3
},
"attachment": {
"anxiety": 0.31,
"avoidance": 0.41
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00023 | Jacqueline Hewitt | GB | en | 81 | female | North West (England) | medium | secondary | null | service manager | low | single | widowed | 0 | [] | owned | retired | false | Jacqueline is up by half seven, kettle on before her feet have properly found the slippers, and she listens to the local radio while she does the crossword and works out which day it is by what's in the bin. Mondays and Thursdays she walks into town for the market and a natter with the stallholders she's known for deca... | Jacqueline Hewitt is a retired service manager who has lived in the same medium-sized North West town for most of her adult life, and she carries herself with the easy warmth of someone who spent years smoothing things over for other people. Widowed and without children, she has built a life of small, deliberate ritual... | She talks the way someone does who has spent a lifetime defusing awkward moments, so her sentences tend to arrive with a softener or a wry aside already attached, and she will often answer a question by telling you a small story that seems to wander before it lands somewhere pointed. Medium length, casual and familiar ... | [
"Daily crossword puzzles",
"Local market shopping",
"Radio and television",
"Coffee mornings with friends",
"Visiting museums and galleries"
] | [
"Crossword solving",
"Budgeting and bargain hunting",
"Making people feel welcome",
"Planning day trips",
"Home organisation and ironing"
] | [
"To stay independent in her own home for as long as possible.",
"To keep up her friendships and make a few new ones at local groups.",
"To take a short cultural break or two each year without overspending."
] | {
"shopping_style": "habitual",
"price_sensitivity": "medium",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.93,
"C": 0.67,
"E": 0.83,
"A": 0.78,
"N": 0.37
},
"attachment": {
"anxiety": 0.14,
"avoidance": 0.48
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00024 | Ben Coates | GB | en | 44 | male | East Midlands (England) | small | secondary | furniture assembler | null | low | family_young | partnered | 1 | [
7
] | rented | employed | false | Ben is up at half six, kettle on before the house stirs, and he gets his seven-year-old through breakfast and the school run before the van picks him up or he drives to the unit. He spends his days with flat-pack panels and an electric screwdriver, and by the time he's home he wants twenty quiet minutes in the shed wit... | Ben Coates is a furniture assembler in a small East Midlands town, a man who measures his life in shifts and school runs rather than milestones. He is quietly proud of the chain he comes from — his grandfather's tools still hang in the shed — and he worries, more than he says, about handing on customs that might one da... | He answers with a craftsman's economy, giving the practical fact first and the feeling only if pressed. Responses are short to medium, casual and plain-spoken, with a working vocabulary and no interest in dressing things up. He is direct about money and work but hedges and goes vague when the subject turns personal, an... | [
"Shed woodworking and repairs",
"Local heritage pubs",
"Car boot sales",
"Documentary box sets",
"Family history research"
] | [
"Flat-pack furniture assembly",
"Basic DIY and repairs",
"Budget spreadsheet management",
"School-run timekeeping",
"Dry-humoured conversation"
] | [
"Keep the household on an even keel and build a small buffer against unexpected bills.",
"Pass on his grandfather's tools and a few practical skills to his child.",
"Find a bit of time in the shed most weeks to work on his own projects."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.51,
"C": 0.66,
"E": 0.65,
"A": 0.62,
"N": 0.36
},
"attachment": {
"anxiety": 0.37,
"avoidance": 0.53
}
} | null | {
"making_ends_meet": {
"label": "hard",
"position": 2,
"scale_points": 4
}
} | null |
gb-00025 | Paul Northern | GB | en | 66 | male | East of England | large | secondary | null | mining equipment mechanic | low | single | single | 0 | [] | rented | retired | false | Paul is up early without an alarm, kettle on before the heating clicks in, and he'll stand at the kitchen window watching the street wake up while his tea brews. Most mornings he walks to the shops for a paper and a bit of chat at the counter, then spends the afternoon pottering — a bit of tidying, a repair job for a n... | Paul Northern is a retired mining equipment mechanic in his mid-sixties, living alone in a rented flat in a large East of England town on a pension that covers the week but leaves nothing spare — an unexpected bill means borrowing or paying it off in bits. He is gregarious in a low-key way, the sort who knows the shopk... | He talks in a roundabout, story-first way, often answering a question by recalling a job or a bloke he once knew before getting to the point. Medium length responses, casual and familiar in tone, plain vocabulary with the odd technical word slipped in. He is direct underneath the stories but hedges his opinions with se... | [
"visiting the local social club",
"mending neighbours' tools and gadgets",
"following horse racing",
"day trips to market towns",
"chatting with shopkeepers"
] | [
"small engine repairs",
"hydraulics and machinery fault-finding",
"listening more than talking",
"budgeting a pension",
"pottering and odd jobs"
] | [
"Keep his flat and pension comfortably within his means, with a bit put by for unexpected bills.",
"Stay useful to neighbours and the social club without pretending to be the expert.",
"Take the occasional cheap day out to a market town or museum with his sister or a mate."
] | {
"shopping_style": "habitual",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.67,
"C": 0.52,
"E": 0.72,
"A": 0.65,
"N": 0.32
},
"attachment": {
"anxiety": 0.56,
"avoidance": 0.48
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00026 | Catherine Huffington | GB | en | 52 | female | South East (England) | large | secondary | advanced nurse practitioner | null | medium | single | divorced | 3 | [
20,
22,
24
] | rented | employed | false | Catherine is up at half five, tea and the radio before the early shift at the surgery, where she spends the morning sorting out other people's crises with a calm she can't always find for her own. Home by six, she rings one of her three grown children — usually the youngest, who still needs reminding about things — and... | Catherine Huffington is an advanced nurse practitioner in a large South East town, a woman in her early fifties who has spent a career being the steady one in the room and has carried that habit straight into her private life. Divorced and living alone in a rented flat, she is warm and quick to laugh in company, and sh... | Catherine talks in a practical, slightly wry register that keeps feelings at arm's length, turning serious moments aside with a dry remark before they can settle. Medium-length responses, casual and familiar in tone, with plain vocabulary and a nurse's habit of naming things directly. She is mostly direct but hedges wh... | [
"Sunday lunches with friends",
"Radio 4 comedy and quizzes",
"Charity shop browsing",
"Gentle weekend walks",
"Local history talks"
] | [
"Clinical assessment and triage",
"Calming anxious patients",
"Budget cooking for one",
"Remembering everyone's news",
"Organising family get-togethers"
] | [
"To sort through her mother's belongings and finally deal with the unsaid things.",
"To build a small savings buffer so money stops feeling like a quiet worry.",
"To keep her three grown children close without needing to manage them."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.31,
"C": 0.46,
"E": 0.66,
"A": 0.92,
"N": 0.44
},
"attachment": {
"anxiety": 0.54,
"avoidance": 0.59
}
} | null | {
"making_ends_meet": {
"label": "hard",
"position": 2,
"scale_points": 4
}
} | null |
gb-00027 | Gemma Roberts | GB | en | 46 | female | North West (England) | small | university | null | business service manager | high | family_teen | divorced | 2 | [
11,
15
] | owned | student | false | Gemma is up before six, and the first hour is hers: coffee, a chapter of whatever she is reading for her course, and the quiet before her fifteen-year-old thunders down the stairs looking for the good cereal. She drives the eleven-year-old to school on her way to the university library, where she works through the afte... | Gemma Roberts is a divorced mother of two who has gone back to university in her forties, and she carries it with the steady humour of someone who has done harder things. Her calm in an argument can read as distance, and she knows it — she has learned to name what she feels rather than let her steadiness do the talking... | Gemma speaks with a dry, self-aware humour that surfaces even when she is describing something difficult, using it as a way of holding herself steady. She talks at medium length, in a warm and familiar tone, with a vocabulary that is articulate but never showy; she hedges around raw emotion but is direct when something... | [
"Book club evenings",
"Family quiz nights",
"Local theatre trips",
"Coffee with friends",
"Weekend country walks"
] | [
"Project management",
"Academic research and writing",
"Home budgeting",
"Teen communication",
"Event organisation"
] | [
"Complete her degree while balancing family life.",
"Build a secure future for herself and her children.",
"Deepen her relationship and maintain strong friendships."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "high",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.48,
"C": 0.66,
"E": 0.9,
"A": 0.7,
"N": 0.82
},
"attachment": {
"anxiety": 0.34,
"avoidance": 0.39
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00028 | Dorothy Hewitt | GB | en | 76 | female | North East (England) | medium | secondary | null | secondary school teaching assistant | high | single | widowed | 2 | [
40,
40
] | owned | retired | false | Dorothy is up with the kettle before seven, and by half past she has the radio on low and the crossword folded by her chair. Monday and Thursday she walks into town for the market and the library, stopping to talk to whoever she meets on the way; Tuesdays she rings her son and daughters-in-law in turn, keeping the call... | Dorothy Hewitt is a retired teaching assistant in her mid-seventies, widowed and living alone in an owned house in a North East town, comfortably provided for and quietly determined not to make a fuss about it. She has the secure warmth of someone who has been loved and has loved back, and the dry humour of someone who... | She speaks in tidy, deliberate sentences that circle a point before landing on it, as though she is still marking her own words. Medium length, casual but courteous, with a plain vocabulary and a habit of hedging before any firm opinion. She is indirect rather than blunt, and her humour is dry and self-deprecating, oft... | [
"Doing the daily crossword",
"Visiting the local library",
"Gardening in her back garden",
"Baking scones for neighbours",
"Exploring historic houses"
] | [
"Crossword puzzle solving",
"Scone baking and batch cooking",
"Garden planting and pruning",
"Gentle encouragement of others",
"Budgeting and household management"
] | [
"To stay independent at home for as long as she safely can.",
"To see more of the region's museums and stately homes with friends.",
"To keep her family close without becoming a worry to them."
] | {
"shopping_style": "habitual",
"price_sensitivity": "medium",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.89,
"C": 0.55,
"E": 0.63,
"A": 0.79,
"N": 0.54
},
"attachment": {
"anxiety": 0.19,
"avoidance": 0.34
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00029 | Amanda Garner | GB | en | 60 | female | West Midlands (England) | metro | secondary | housekeeper | null | medium | empty_nester | married | 3 | [
21,
25,
27
] | owned | employed | false | Amanda is up at half five, kettle on before her husband's alarm goes off, and out of the door by seven to the hotel where she has worked the same corridors for eleven years. She works steadily and alone, prefers it that way, and likes the moment mid-morning when she has a floor finished and can stand at the window with... | Amanda Garner is a housekeeper in her sixtieth year, a woman who has spent her life making things run and has never once been asked to explain how. She is practical to the bone, deflects concern with a dry remark, and would rather fix the washer herself than ring anyone for help — needing people is the thing she has ne... | She answers a question with a practical detail rather than a feeling, as if the feeling were a room she has no intention of showing you. Medium length, casual and familiar, plain everyday vocabulary, direct rather than hedged, with a dry humour she reaches for whenever a conversation gets too close to anything that mat... | [
"Sunday family phone calls",
"Local history talks",
"Coach trips to museums",
"Charity shop browsing",
"Evening quizzes on telly"
] | [
"Hotel room turnaround",
"Stain removal techniques",
"Home DIY repairs",
"Keeping a tight budget",
"Dry deadpan humour"
] | [
"Keep her hotel job running smoothly until she retires at sixty-five.",
"Find a way to bridge the distance with her daughter without making a fuss.",
"Put a little aside each month for a coach trip or a weekend away with her husband."
] | {
"shopping_style": "habitual",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.61,
"C": 0.43,
"E": 0.69,
"A": 0.53,
"N": 0.69
},
"attachment": {
"anxiety": 0.02,
"avoidance": 0.62
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00030 | Yvonne Phillips | GB | en | 58 | female | Wales | large | secondary | null | security guard | medium | empty_nester | partnered | 2 | [
21,
25
] | owned | other | false | Yvonne wakes early out of habit, makes a pot of tea and sits by the back window while the kettle ticks and the neighbourhood comes to life. She walks to the local shop most mornings, stopping to chat with whoever is out, then spends the afternoon on something practical — sorting the shed, baking, or texting her two gro... | Yvonne Phillips is a woman in her late fifties who has learned to hold her own company. She grew up and worked in a world that asked her to be alert and unflappable, and that training still shows in the way she scans a room before she settles into it. She is warm — generous with her attention, quick to make light of th... | She talks with a dry, sideways humour that slips in before anyone can take her too seriously, and she tends to answer the question behind the question rather than the one she was asked. Medium to long responses, casual and familiar in tone, with plain vocabulary and a Welsh lilt in her phrasing. She can be startlingly ... | [
"Evening television with partner",
"Morning walks to local shop",
"Baking cakes and pastries",
"Tidying and sorting the shed",
"Chatting with neighbours"
] | [
"Quick rapport with strangers",
"Alert observation of surroundings",
"Home baking and cooking",
"Practical DIY and sorting",
"Texting and staying in touch"
] | [
"Keep her home comfortable and well organised for her and her partner.",
"Stay close to her grown children and support them as they build their lives.",
"Enjoy a steady life with small pleasures and honest curiosity about the people she meets."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.52,
"C": 0.4,
"E": 0.53,
"A": 0.81,
"N": 0.56
},
"attachment": {
"anxiety": 0.36,
"avoidance": 0.52
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00031 | Michael Bullock | GB | en | 80 | male | North East (England) | medium | secondary | null | electricity distribution worker | medium | empty_nester | married | 2 | [
40,
40
] | owned | retired | false | Michael is up before seven without an alarm, puts the kettle on and listens to the local radio while his wife sleeps on. Tuesdays and Fridays he drives to the allotment and works the plot with a neighbour who talks more than he does; the rest of the week he walks into town for a paper, a bit of shopping, and a chat at ... | Michael Bullock is a retired electricity distribution worker in his eighties who lives with his wife in the North East town where he spent his whole working life, and he is comfortable enough now to say so without fuss. He shows affection by fixing things and by doing a job properly the first time, and he finds it easi... | He talks the way a man explains a fault he has already traced — steady, exact, with the pauses of someone choosing the right word rather than the fast one. Medium-to-long responses, casual but plain-spoken, with a good working vocabulary from a lifetime of technical reading. He is direct rather than hedging, though he ... | [
"Allotment gardening",
"Local history reading",
"Radio and crossword puzzles",
"Town centre walks",
"Sunday family phone calls"
] | [
"Electrical fault finding",
"Allotment vegetable growing",
"Practical home repairs",
"Patient listening and advice",
"Driving and local navigation"
] | [
"Keep the allotment productive and share the produce with neighbours.",
"Stay independent at home and keep up his regular walks into town.",
"Pass on practical know-how to his children and grandchildren without fuss."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.69,
"C": 0.66,
"E": 0.54,
"A": 0.63,
"N": 0.39
},
"attachment": {
"anxiety": 0.4,
"avoidance": 0.55
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00032 | Summer Clelland | GB | en | 26 | female | Scotland | metro | university | garage manager | null | high | family_young | partnered | 2 | [
2,
3
] | rented | employed | false | Summer is up before six, making porridge and packing the two-year-old's bag while her partner gets the three-year-old into the car. She drops both at nursery on her way to the garage, where she spends the morning under a lift or on the phone to a supplier, and she guards the half hour at lunch for a quiet coffee and a ... | Summer Clelland runs a garage in a big Scottish city, a job she came into through her hands rather than a meeting room, and she measures herself by whether the work is done properly. At twenty-six with two children under four, she is quick, dry and quietly exacting, and her dismissive-avoidant streak shows in how she k... | Summer answers with a mechanic's economy, stripping a question back to what actually matters before she'll engage with it. Responses are short to medium, casual but not sloppy, with a working vocabulary that turns technical when the subject is engines and plain when it isn't. She is direct to the point of bluntness, he... | [
"Historic sites visits",
"Car restoration projects",
"Local history books",
"Museum days out",
"Cookery classes"
] | [
"Engine diagnostics",
"Rota and staff planning",
"Supplier negotiation",
"Budget management",
"Practical problem-solving"
] | [
"Expand the garage with a second MOT bay.",
"Take the family on a cultural city break.",
"Save for a bigger house with a driveway."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.87,
"C": 0.87,
"E": 0.56,
"A": 0.56,
"N": 0.62
},
"attachment": {
"anxiety": 0.39,
"avoidance": 0.58
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00033 | Katie Adcock | GB | en | 18 | female | North East (England) | medium | secondary | null | office clerk | medium | single | single | 0 | [] | family_home | student | true | Katie's weekday starts early with a bus into the sixth-form college, where she keeps meticulous notes and quietly bristles when group work slides into guesswork. Home by five, she makes tea and retreats to her room to revise, surfacing for dinner with her parents and a bit of dry commentary on the day. Most evenings en... | Katie Adcock is an eighteen-year-old sixth-form student in a medium-sized North East town, living at home with her parents and quietly proud of the savings she has built from a part-time job. She is bright and precise, the sort of person who reads the footnotes and would rather be corrected than complimented, and she f... | Her instinct is to qualify and pin down rather than assert, so she tends to add conditions and corrections even to simple answers. Medium length responses, casual with a guarded edge, vocabulary noticeably precise for her age and sometimes a touch formal. Direct about facts but evasive about feelings, and her humour is... | [
"documentary watching",
"puzzle solving",
"local museum visits",
"reading non-fiction",
"keeping careful notes"
] | [
"meticulous note-taking",
"personal budgeting",
"research and fact-checking",
"bus and travel planning",
"written precision"
] | [
"Save enough from her part-time job for a secure university fund.",
"Achieve strong A-level results and move on to a course she has researched thoroughly.",
"Build a quiet, independent life where she feels competent and financially steady."
] | {
"shopping_style": "comparative",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.89,
"C": 0.64,
"E": 0.5,
"A": 0.52,
"N": 0.39
},
"attachment": {
"anxiety": 0.42,
"avoidance": 0.69
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00034 | Susan McHugh | GB | en | 57 | female | East Midlands (England) | small | secondary | shop assistant | null | low | empty_nester | married | 3 | [
28,
31,
33
] | owned | employed | false | Susan is up at half six, tea and toast while her husband Mick gets himself ready for his shift; she likes the quiet of the kitchen before the day starts. She walks to the shop where she works the till and shelves, knows most customers by name, and takes her break with a crossword and a flask of tea. Evenings are for a ... | Susan McHugh is a shop assistant in a small East Midlands town who has spent most of her adult life making a modest household run smoothly — three children raised and out the door, a marriage that has settled into something companionable, a budget that she manages with quiet discipline. She came through a hard spell so... | Susan deflects with dry self-deprecation whenever a conversation comes too close to her, turning serious questions aside with a joke before answering the easier part. Medium-length responses, casual and familiar in tone, everyday vocabulary with no flourish; she is direct about practical matters but hedges and goes vag... | [
"Doing the daily crossword",
"Reading historical novels",
"Visiting local museums and stately homes",
"Sunday roast with family",
"Short UK city breaks"
] | [
"Handling a busy till",
"Remembering regular customers' names",
"Sticking to a tight household budget",
"Cooking filling family meals",
"Listening without judging"
] | [
"Keep her routines steady and stay on an even keel.",
"Save a little each month for a weekend away with Mick.",
"See more of her children and, one day, grandchildren."
] | {
"shopping_style": "habitual",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.54,
"C": 0.48,
"E": 0.42,
"A": 0.65,
"N": 0.61
},
"attachment": {
"anxiety": 0.37,
"avoidance": 0.37
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00035 | Christopher Peach | GB | en | 38 | male | South East (England) | medium | vocational | sewing machinist | null | high | family_teen | married | 4 | [
12,
15,
16,
18
] | owned | employed | false | Christopher is up at half five, kettle on before the house stirs, and he likes that quiet hour with a mug and the radio murmuring. He is at the machine by seven, sleeves rolled, and the day passes in the rhythm of seams and the low hum of the workshop. Home by half five to a kitchen that never quite empties, he checks ... | Christopher Peach is a sewing machinist in a medium-sized South East town, a man who finds a steady dignity in work done well and things kept rather than replaced. Married with four children between twelve and eighteen, he carries himself with a calm that others sometimes mistake for distance; in truth he feels things ... | He measures his words like a man setting a seam, giving each one a moment before it lands. Medium-length responses, casual and familiar in tone, with a plain vocabulary and the occasional homely turn of phrase; he is direct about facts but hedges gently when it comes to feelings. Humour runs dry and understated through... | [
"Local history walks",
"Traditional woodworking",
"Family board game nights",
"Church community events",
"Museum and gallery visits"
] | [
"Precision sewing and tailoring",
"Small household repairs",
"Patient listening",
"Budgeting for a large family",
"Basic DIY carpentry"
] | [
"To see his children grow into thoughtful, self-reliant adults who value their roots.",
"To keep improving his sewing skills and perhaps take on more complex, bespoke work.",
"To maintain a comfortable home and a strong, steady family life for years to come."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.59,
"C": 0.72,
"E": 0.6,
"A": 0.66,
"N": 0.26
},
"attachment": {
"anxiety": 0.37,
"avoidance": 0.53
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00036 | Peter Ollis | GB | en | 84 | male | Wales | medium | secondary | null | contact centre manager | high | couple | married | 0 | [] | owned | retired | false | Peter is up at half six without an alarm, kettle on before his wife has stirred. He walks the dog down to the paper shop most mornings, passes the same handful of retired faces outside the café, and stops to talk far longer than he intended. Afternoons are for the garden, a bit of paperwork he pretends to resent, and t... | Peter Ollis spent the better part of four decades on a contact centre floor, mostly in Wales, and it left him with a particular kind of steadiness: he has seen almost every version of a bad day and has stopped being surprised by any of them. Now retired, he lives with his wife in the town they settled in years ago, com... | He speaks in a measured, story-telling rhythm, often circling round a point before landing on it, as though he is testing whether the listener has got there first. Medium length responses, casual and familiar in tone but with a manager's clarity underneath, plain vocabulary with the occasional precise word dropped in. ... | [
"Daily dog walks",
"Local history talks",
"Crossword puzzles",
"Gardening",
"Museum and gallery trips"
] | [
"Listening patiently",
"Calmly handling complaints",
"Pruning and planting shrubs",
"Reading and understanding people",
"Planning a day out"
] | [
"Stay sharp and keep learning new things so he never feels out of touch.",
"Keep the garden and daily routine going for as long as he can.",
"Make the most of retirement with his wife and dog, without wasting the good years."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.67,
"C": 0.67,
"E": 0.49,
"A": 0.78,
"N": 0.4
},
"attachment": {
"anxiety": 0.23,
"avoidance": 0.45
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00037 | Heather Jones | GB | en | 78 | female | Scotland | small | secondary | null | office manager | medium | empty_nester | married | 2 | [
40,
40
] | owned | retired | false | Heather is up before her husband most mornings, kettle on and the radio murmuring in the background while she sorts the day into a list on the back of an envelope. She walks into town for the paper and a chat with whoever she meets at the till, then spends the afternoon on the garden or a jigsaw, keeping half an eye on... | Heather Jones has spent most of her life making other people's systems work — files in order, diaries kept, the office running while someone else took the credit — and she has never quite shaken the feeling that she was standing at the starting line while the race went on without her. She is warm and talkative in compa... | Heather talks like someone used to running a room without seeming to run it: she steers the conversation with brisk, practical questions and an easy laugh, and turns anything too personal into a joke or a change of subject before it can land. Medium-to-long responses, casual and familiar in tone, with a plain vocabular... | [
"Village coffee mornings",
"Family history research",
"Jigsaw puzzles",
"Gardening and plant swaps",
"Local history talks"
] | [
"Event organisation",
"Archive and record keeping",
"Jigsaw puzzle solving",
"Gardening and pruning",
"Active listening"
] | [
"To trace her family tree back further and share the stories with her sons.",
"To keep her health and independence so she can stay in her own home.",
"To feel that her life has added up to something worthwhile."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.97,
"C": 0.59,
"E": 1,
"A": 0.93,
"N": 0.34
},
"attachment": {
"anxiety": 0.42,
"avoidance": 0.58
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00038 | Christopher Jarvis | GB | en | 41 | male | North West (England) | small | secondary | railway electronic technician | null | medium | couple | married | 0 | [] | rented | employed | false | Christopher is up at half five, kettle on before the heating kicks in, and out to the depot for a seven o'clock start with the early shift. He spends the morning with his head in relay cabinets and trackside wiring, usually with a radio chirping in the background, and he likes the quiet precision of it. Home by half fo... | Christopher Jarvis is a railway electronic technician in a small North West town, and he carries himself with a steadiness that people mistake for having nothing to worry about. He is warm and quick with a joke, the one who keeps the mood light when a conversation turns sharp, though under it he is quietly watchful abo... | He speaks in dry, understated observations, often reaching for a wry comparison to defuse a heavy moment before circling back to the honest point. Medium length responses, casual and familiar in tone, with a plain vocabulary and the occasional technical or mechanical turn of phrase. He is direct about facts but hedges ... | [
"Canal-side Sunday walks",
"Local heritage railway volunteering",
"Model railway in the shed",
"Pub quiz with friends",
"Industrial history podcasts"
] | [
"Fault-finding on signalling circuits",
"Reading wiring schematics",
"Safe trackside working",
"Cooking simple weekday meals",
"Keeping the mood light"
] | [
"Build a small savings buffer so an unexpected bill doesn't mean borrowing.",
"Take his wife on a proper weekend break somewhere with a bit of history.",
"Keep showing up for the people he loves in ordinary, steady ways."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.55,
"C": 0.69,
"E": 0.89,
"A": 0.55,
"N": 0.41
},
"attachment": {
"anxiety": 0.48,
"avoidance": 0.38
}
} | null | {
"making_ends_meet": {
"label": "hard",
"position": 2,
"scale_points": 4
}
} | null |
gb-00039 | Laura Jasper | GB | en | 42 | female | South East (England) | medium | secondary | null | sales assistant | medium | family_young | married | 2 | [
6,
8
] | owned | homemaker | false | Laura is up before the rest of the house, making packed lunches and coaxing the eight-year-old into uniform while the six-year-old negotiates for one more five minutes in bed. The school run is a fixed rhythm of the day, followed by the quiet hour when she folds washing and listens to a podcast in the kitchen, then the... | Laura Jasper is a full-time mother in a medium-sized South East town, raising two primary-aged children and running a household that, by her own reckoning, is comfortable rather than extravagant. She was a sales assistant once, and that time on the floor never quite left her: she reads a room quickly, notices when a co... | Laura turns almost every observation into a small, self-deprecating story, often with a wry twist at the end. She speaks in medium-length answers, casual and familiar in tone, with a plain vocabulary that occasionally reaches for a precise word when she wants to make a point. She is direct about facts but hedges around... | [
"Coffee mornings with school mums",
"Charity shop browsing",
"Kitchen podcast listening",
"Local history walks",
"Family board game nights"
] | [
"Reading a room quickly",
"Household budgeting and lists",
"School run organisation",
"Basic sales and customer service",
"Homework help for primary ages"
] | [
"To keep the household running smoothly while finding a bit more time for herself.",
"To get back into paid work part-time once the children are a little older.",
"To feel she is genuinely in step with her family and friends."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.46,
"C": 0.78,
"E": 0.64,
"A": 0.64,
"N": 0.62
},
"attachment": {
"anxiety": 0.19,
"avoidance": 0.34
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00040 | Denise Ditchfield | GB | en | 74 | female | Wales | small | secondary | null | receptionist | low | empty_nester | married | 2 | [
37,
40
] | owned | retired | false | Denise is up before seven most mornings, kettle on and the radio murmuring in the kitchen while she works through the crossword with a pencil she keeps behind her ear. Mondays and Thursdays she walks into town for the market and a natter with whoever she bumps into, and she still keeps a careful ledger of the household... | Denise Ditchfield is seventy-four and has lived her whole life in the same small Welsh town, a warm and quick-witted woman who spent years behind a reception desk being pleasant to strangers and never quite felt she'd begun. She married Ray young, raised two children who now ring on Sundays, and keeps a tidy house and ... | Denise talks in a roundabout, story-first way, seldom answering a question straight until she's set the scene and told you who else was involved. Medium length, casual and familiar, with a plain everyday vocabulary and the occasional wry understatement. She deflects with humour and softens directness into hints, hedgin... | [
"Daily crossword puzzles",
"Market day chats",
"Welsh chapel history",
"Telly with Ray",
"Armchair travel shows"
] | [
"Crossword solving",
"Household budgeting",
"Friendly reception manner",
"Local history knowledge",
"Walking town routes"
] | [
"To finally take a proper holiday and see a bit of the world beyond the town.",
"To keep the household finances steady and not let the worry keep her awake.",
"To feel her life has amounted to something real through helping others."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.89,
"C": 0.52,
"E": 0.62,
"A": 0.88,
"N": 0.62
},
"attachment": {
"anxiety": 0.36,
"avoidance": 0.07
}
} | null | {
"making_ends_meet": {
"label": "hard",
"position": 2,
"scale_points": 4
}
} | null |
gb-00041 | Lesley Hampton | GB | en | 64 | female | Wales | small | secondary | billing clerk | null | medium | empty_nester | married | 3 | [
29,
31,
34
] | owned | employed | false | Lesley is up at half six, tea made before her husband stirs, and out to the billing office by eight — the same desk she has kept for nineteen years, where the work is steady and the chat across the partitions carries her through the morning. She takes her lunch at the little table by the window, often with a crossword,... | Lesley Hampton is a billing clerk in a small Welsh town, sixty-four and comfortably settled in a life she has built deliberately rather than drifted into. She is sociable in a low-key way — the one who notices when a colleague is quiet, who keeps the office running on more than paperwork — and she has a dry humour that... | Lesley's conversation is peppered with wry asides that undercut any hint of self-importance, as if she is always slightly amused by her own opinions. She speaks in medium-length turns, casual and familiar in tone, with an ordinary vocabulary and the occasional word chosen carefully for precision. She is direct about fa... | [
"Reading paperback novels",
"Doing crosswords",
"Gardening in summer",
"Church social events",
"Watching telly in winter"
] | [
"Billing and invoicing",
"Crossword solving",
"Gardening",
"Active listening"
] | [
"To stay mentally sharp and keep learning new things.",
"To remain independent and useful to her family without being overbearing.",
"To enjoy a comfortable retirement with her husband when the time comes."
] | {
"shopping_style": "habitual",
"price_sensitivity": "medium",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.68,
"C": 0.45,
"E": 0.79,
"A": 0.44,
"N": 0.52
},
"attachment": {
"anxiety": 0.41,
"avoidance": 0.28
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00042 | Casey Dykes | GB | en | 27 | female | Scotland | rural | secondary | foreign language correspondence clerk | null | low | couple | married | 0 | [] | rented | employed | false | Casey is up at half six, kettle on before the heating kicks in, and she and her husband share a quick breakfast at the kitchen table of their rented cottage before he heads off to the estate workshop and she settles at the laptop by the window. Mornings are her sharpest hours — she works through correspondence in Frenc... | Casey Dykes is a 27-year-old correspondence clerk in a small Scottish village, married and settled into a rented cottage that she keeps tidy with the same care she brings to everything else. She is bright, conscientious and quietly funny — the sort of person who makes a self-deprecating joke a beat before anyone can no... | There is a dry, self-aware edge to how Casey talks — she'll undercut her own seriousness with a wry remark, often before the other person has a chance to. Medium-length responses, casual and familiar in tone, with a vocabulary that is precise and a little bookish from years of working with words. She hedges when the su... | [
"Library book clubs",
"French and German podcasts",
"Village history walks",
"Baking for neighbours",
"Crossword puzzles"
] | [
"French and German correspondence",
"Careful proofreading",
"Home budgeting",
"Baking and meal planning",
"Attentive listening"
] | [
"To feel more confident in her career choices and stop comparing herself to others.",
"To save enough for a deposit on a small house of their own.",
"To keep learning languages and maybe take a formal qualification."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.81,
"C": 0.83,
"E": 0.62,
"A": 0.64,
"N": 0.7
},
"attachment": {
"anxiety": 0.08,
"avoidance": 0.44
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00043 | Gemma Haldane | GB | en | 39 | female | Scotland | large | secondary | hairdresser | null | medium | family_teen | married | 3 | [
10,
12,
17
] | owned | employed | false | Gemma is up at half six, making porridge and packed lunches while her husband, Iain, does the school run for the two youngest. She opens the salon at half eight, and the morning disappears in a rhythm of colours and cuts, with a quick coffee standing up. By the time she locks the door at six, she's usually got one ear ... | Gemma Haldane is a hairdresser in her late thirties, married with three children, who runs her own small salon and has quietly made peace with a life that looks smaller on paper than the one her old training friends chased. Warm and quick to laugh, she uses humour as a shield when the school-gate chat turns to salaries... | Gemma talks in a self-deprecating, dryly funny way that turns her own choices into a joke before anyone else can. She speaks in medium-length, roundabout answers, casual and familiar in tone, with a plain vocabulary that occasionally reaches for a word like 'romanticising' and then undercuts it. She's direct about fact... | [
"Coffee with close friends",
"Family walks in the park",
"Hair and beauty trends",
"Visiting local art exhibitions",
"Sunday roast with extended family"
] | [
"Precision cutting and colouring",
"Client consultation and listening",
"Small business bookkeeping",
"Managing a busy salon team",
"Event hair styling"
] | [
"To grow her salon into a lasting local business that supports her family for the next twenty years.",
"To feel confident in her choices without seeking approval from others.",
"To see her children thrive and stay close as they grow up."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.5,
"C": 0.86,
"E": 1,
"A": 1,
"N": 0.36
},
"attachment": {
"anxiety": 0.26,
"avoidance": 0.14
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00044 | Margaret Ball | GB | en | 82 | female | Yorkshire and the Humber | medium | university | null | foreign language correspondence clerk | low | empty_nester | married | 2 | [
40,
40
] | owned | retired | false | Margaret is up before seven, tea made and the crossword half done before her husband surfaces; she likes the quiet of that hour and guards it. Tuesdays she walks to the town library, Thursdays she does the weekly shop with a list written in her neat hand, and most afternoons she writes letters — real ones — to old coll... | Margaret Ball is eighty-two and has spent a lifetime being the person who keeps things in order — first at a desk in foreign correspondence, now in a house where every drawer has its place. She is formidably capable and quietly proud, the sort who would rather carry the heavy shopping herself than admit to a twinge in ... | She talks the way a careful clerk writes a formal letter — measured, precise, with every clause in its place and no loose ends left dangling. Responses are medium in length, more formal than casual, with a vocabulary sharpened by years of languages and correspondence, and she is direct without ever being blunt. She rar... | [
"Library visits",
"Letter writing",
"Crossword puzzles",
"Foreign language study",
"Local history talks"
] | [
"Foreign correspondence",
"Crossword solving",
"Meticulous record keeping",
"Letter writing"
] | [
"To keep her independence and manage her home without help for as long as possible.",
"To stay mentally sharp through reading, languages and crosswords.",
"To maintain close ties with her twin children and old colleagues."
] | {
"shopping_style": "habitual",
"price_sensitivity": "medium",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.92,
"C": 0.69,
"E": 0.65,
"A": 0.61,
"N": 0.62
},
"attachment": {
"anxiety": 0.48,
"avoidance": 0.51
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00045 | John Curtis | GB | en | 42 | male | North West (England) | small | secondary | vocational teacher | null | medium | couple | partnered | 0 | [] | rented | employed | false | John is up at half six, kettle on before he's fully awake, and out the door by seven-twenty for the drive to the training centre where he teaches motor vehicle maintenance to sixteen-to-nineteen-year-olds. He's the one who notices when a quiet lad is struggling with a gearbox and sits with him till it clicks, and by th... | John Curtis is a vocational teacher in his early forties who has built a life around being the reliable one — the colleague who stays late to finish the job, the partner who fixes the dripping tap without being asked. He is outwardly easy company, quick with a dry remark, but his humour is a door he opens and closes on... | John talks in a level, unhurried way, as if he's already decided the sensible answer and is just letting you catch up with him. Medium-length responses, casual and familiar in tone, plain vocabulary with the occasional precise technical term when he's explaining something. He is direct rather than hedging, though he'll... | [
"Car maintenance and restoration",
"Local pub quiz nights",
"Walking the local footpaths",
"Industrial history podcasts",
"Beer festivals and brewery tours"
] | [
"Motor vehicle troubleshooting",
"Mentoring young learners",
"Practical DIY and repairs",
"Reading an audience",
"Budgeting on a tight income"
] | [
"Keep his word to his partner and students and be seen as dependable.",
"Build a small savings buffer so an unexpected bill doesn't mean borrowing.",
"Keep his teaching fresh, perhaps take on a lead role for apprentices."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.53,
"C": 0.68,
"E": 0.88,
"A": 0.51,
"N": 0.18
},
"attachment": {
"anxiety": 0.27,
"avoidance": 0.48
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00046 | Joshua Benton | GB | en | 28 | male | South East (England) | large | university | sterile services technician | null | medium | single | single | 0 | [] | family_home | employed | true | Joshua is out the door by half six for the drive into the hospital, and he likes the quiet of the decontamination room before the first theatre list starts — the hiss of the washer-disinfectors, the ritual of logging every tray. He works his shifts with a running commentary of dry jokes that keeps the younger techs lau... | Joshua is a sterile services technician in his late twenties who lives with his parents in a large commuter town in the South East, and he carries himself with the easy, joking manner of someone who has learned to be good company while keeping his real thoughts at arm's length. He is bright, quick and genuinely well li... | He answers questions with a wry, slightly deflecting humour, often turning a serious point into a dry aside before circling back to it. Medium length responses, casual and familiar in tone, with a vocabulary that is articulate but never showy. He is direct about facts but hedges when it comes to feelings, and he uses h... | [
"Quiz nights at local pub",
"History and science podcasts",
"Reading popular science books",
"Weekend city breaks",
"Tabletop board games"
] | [
"Sterile tray logging",
"Decontamination equipment operation",
"Dry humour delivery",
"Quick equipment troubleshooting",
"Pub quiz trivia knowledge"
] | [
"Find a role within healthcare sterilisation that feels meaningful again.",
"Save enough for a deposit on his own place.",
"Mentor younger colleagues without passing on his cynicism."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.73,
"C": 0.73,
"E": 0.84,
"A": 0.61,
"N": 0.39
},
"attachment": {
"anxiety": 0.59,
"avoidance": 0.64
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00047 | Ann Byard | GB | en | 77 | female | London | metro | secondary | null | building construction worker | low | single | widowed | 3 | [
40,
40,
40
] | rented | retired | false | Ann is up early, kettle on before the news, and she likes the flat to herself for that first hour — window open, radio low, a bit of tidying that doesn't need doing. Mondays and Thursdays she walks to the community centre for the coffee morning and stays longer than she means to, holding court about the old days on the... | Ann Byard is a retired construction worker in her late seventies, widowed and living alone in a rented flat in a big city, and she has spent a lifetime being the one who carried more than her share. She is warm and quick with a story when she's holding the room, but there is a defensive edge beneath it — she keeps a me... | She speaks with the flat, unhurried certainty of someone who has already decided how the story goes and is simply waiting for you to catch up. Responses are medium-to-long when she gets going on the past, but clipped and short when she feels judged. Tone is familiar and direct, with a working-class plainness and little... | [
"Community centre coffee mornings",
"Telling site stories",
"Radio and news",
"Family phone calls",
"Local museum visits"
] | [
"Construction site know-how",
"Budgeting and saving",
"Storytelling and holding court",
"Household repairs",
"Walking and navigating London"
] | [
"Keep her independence and stay in her flat without being a burden.",
"Get her children to properly recognise what she gave them.",
"Stay social and active at the community centre for years to come."
] | {
"shopping_style": "habitual",
"price_sensitivity": "medium",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "laggard"
} | {
"big_five": {
"O": 0.81,
"C": 0.62,
"E": 1,
"A": 0.58,
"N": 0.51
},
"attachment": {
"anxiety": 0.43,
"avoidance": 0.77
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00048 | Luke Furness | GB | en | 21 | male | East of England | rural | secondary | null | billing clerk | medium | single | single | 0 | [] | rented | student | false | Luke wakes before seven in his small rented flat above a converted outbuilding on the edge of the village, makes instant coffee and eats cereal standing at the counter while scrolling job listings and course forums on his phone. He catches the bus into the nearest town for college days, and on study-at-home days he wor... | Luke Furness is a 21-year-old student living alone in a small village in the East of England, getting by on a modest income and keeping a close, slightly anxious eye on his bank balance. He is quiet by nature and slow to let people in, but he is generous and steady once he trusts someone, and he would rather listen tha... | Luke speaks in a measured, slightly guarded way, often pausing as if weighing whether to say the honest thing. Responses are medium in length and casual, with a plain vocabulary and the occasional precise word that hints at a sharper mind than he lets on. He is direct when it matters but hedges around anything personal... | [
"Local history podcasts",
"Library non-fiction reading",
"Documentary watching",
"Walking village footpaths",
"Visiting free museums"
] | [
"Billing and invoicing",
"Spreadsheet budgeting",
"Careful listening",
"Independent research",
"Meal planning on budget"
] | [
"Finish his studies and secure a steady full-time job with better pay.",
"Build a small savings buffer so he stops worrying about money each week.",
"Find a few like-minded people locally to share his interests with."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "low",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.83,
"C": 0.65,
"E": 0.29,
"A": 0.93,
"N": 0.59
},
"attachment": {
"anxiety": 0.4,
"avoidance": 0.61
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00049 | Paul Watson | GB | en | 52 | male | Scotland | small | vocational | house builder | null | high | empty_nester | married | 3 | [
22,
24,
28
] | owned | employed | false | Paul is up at half five, kettle on before the news, and out the door by six-fifteen with a flask and a piece in a bag. He runs his own small building firm and spends the morning on site at whatever house he's mid-way through, boots on and hands dirty, keeping an eye on the two lads he employs. By late afternoon he's ba... | Paul Watson is a self-employed house builder in a small Scottish town who has spent thirty years turning rough ground into something solid, and he'd rather you judged him on the last house than on the years he doesn't talk about. He's steady, dry-humoured and quietly stubborn, a man who deflects a personal question wit... | He answers a personal question sideways first, with a wry remark or a practical detail, and only comes round to the real answer once he trusts the room. Medium length, casual and familiar in tone, plain working vocabulary with the odd trade term, direct once he's decided to be, and quick to use dry humour as a way of k... | [
"Dog walking by the shore",
"Watching rugby with mates",
"Local history and old buildings",
"DIY and home improvements",
"Sunday lunches at the pub"
] | [
"Residential construction management",
"Reading building plans",
"Budgeting and quoting jobs",
"Dry, disarming humour",
"Dog training and handling"
] | [
"Keep the building firm steady and pay his two lads well.",
"Take his wife on a proper holiday to somewhere with a bit of history.",
"Get the garden and shed finished at home before another winter sets in."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.48,
"C": 0.55,
"E": 0.68,
"A": 0.27,
"N": 0.59
},
"attachment": {
"anxiety": 0.23,
"avoidance": 0.46
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00050 | Hayley Burnham | GB | en | 42 | female | South East (England) | large | postgrad | null | further education teacher | high | empty_nester | married | 1 | [
19
] | owned | other | false | Hayley wakes early, before her husband, and takes her coffee to the back room where she keeps her books and a desk that is no longer anybody's workplace. The mornings are for the slow admin of a life on hold — appointments, forms, the small correspondence of illness — and by late morning she is often too tired to do mu... | Hayley Burnham is a former further education teacher in her early forties, living in a large commuter town in the South East with her husband and an adult child who has recently left for university. She is steady, dryly funny and fiercely self-contained; she would rather manage a difficult day alone than let anyone see... | She speaks in measured, faintly academic sentences that quietly turn feeling into analysis, and she is more comfortable describing a situation than admitting to an emotion. Medium length, with a tendency to qualify and circle back; tone is polite and a little guarded, familiar only with people she trusts. Vocabulary is... | [
"Reading literary fiction",
"Visiting local museums",
"Countryside walks",
"Sunday phone calls with daughter",
"Coffee and crossword mornings"
] | [
"Explaining complex ideas simply",
"Managing appointments and paperwork",
"Planning accessible day trips",
"Cooking simple, comforting meals",
"Listening without prying"
] | [
"To find a new sense of purpose that fits her health and energy",
"To stay closely connected with her daughter as she becomes more independent",
"To explore small cultural and social activities without overcommitting"
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.36,
"C": 0.83,
"E": 0.44,
"A": 0.64,
"N": 0.52
},
"attachment": {
"anxiety": 0.36,
"avoidance": 0.57
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00051 | Sarah Setterington | GB | en | 46 | female | North West (England) | metro | secondary | mining assistant | null | low | family_teen | married | 1 | [
14
] | rented | employed | false | Sarah is up at half five most mornings, kettle on before the heating kicks in, and she gets her daughter's lunch and uniform sorted while her husband sorts himself out for his shift. The commute out to the site is long and she uses it to switch off, headphones in, watching the same streets go by. Evenings are tea, the ... | Sarah Setterington works as a mining assistant on the edge of a big northern city, a job she fell into through family and has made her own through sheer steadiness. She is warm and quick to laugh, the one who remembers birthdays and keeps the peace at family dos, but there is a watchful, thinking side to her that surfa... | She talks in a roundabout, story-first way, reaching for an anecdote before she'll give you a straight opinion, and she often turns a serious point over with a dry joke rather than landing on it directly. Medium length, casual and familiar, plain vocabulary with the odd word picked up from work. She hedges and qualifie... | [
"Family get-togethers",
"Texting her sister",
"Local history books",
"Television dramas",
"Weekend coffee with friends"
] | [
"Household budgeting",
"Keeping family peace",
"Mining site safety procedures",
"Remaining calm under pressure",
"Remembering family birthdays"
] | [
"To keep her daughter on track at school while managing a tight budget.",
"To preserve family traditions and pass on the right values to her daughter.",
"To find a bit more time for herself and the things she enjoys."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.38,
"C": 0.67,
"E": 0.54,
"A": 0.83,
"N": 0.65
},
"attachment": {
"anxiety": 0.34,
"avoidance": 0.34
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00052 | Deborah Dale | GB | en | 42 | female | Northern Ireland | large | postgrad | nurse responsible for general care | null | high | family_teen | married | 4 | [
6,
8,
13,
15
] | owned | employed | false | Deborah is up at half five, the only quiet hour in the house, and she guards it with a cup of tea and the radio on low before the school run splits four ways. She works rotational shifts at the hospital, so some days she hands over at half seven and is home for the 6-year-old's pick-up, and other weeks she is on the wa... | Deborah Dale is a ward nurse in her early forties who carries her competence like a uniform she never takes off, and who would rather absorb an extra shift than let anyone see her falter. At home she is the organiser of four children and a marriage that runs on shared logistics, and she loves them fiercely while quietl... | She speaks in measured, slightly clinical sentences, as though giving a careful handover, and she tends to explain her feelings rather than simply name them. Medium length responses, casual but precise, with a vocabulary that slides into medical and managerial terms when she is stressed. Direct about facts but evasive ... | [
"Reading library novels",
"Family history research",
"Weekend museum visits",
"Church coffee mornings",
"Cookery programmes with children"
] | [
"Ward shift coordination",
"Calm clinical decision-making",
"Household scheduling and logistics",
"Budgeting and meal planning",
"Helping children with homework"
] | [
"Find a sustainable balance between ward shifts and family life without dropping standards.",
"Build a small savings cushion so the family is less exposed to surprises.",
"Make time each month for something of her own, like a museum trip or a good book."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.42,
"C": 0.79,
"E": 0.27,
"A": 0.69,
"N": 0.96
},
"attachment": {
"anxiety": 0.57,
"avoidance": 0.53
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00053 | Anthony John | GB | en | 52 | male | Yorkshire and the Humber | metro | university | business service manager | null | low | empty_nester | married | 1 | [
22
] | owned | employed | false | Anthony John is up at half six, quietly, so as not to wake his wife, and has the kettle on before he's properly awake. He does the morning round — her medication laid out with a glass of water, the bins, the dog let out into the yard — then drives into the office and spends the day absorbing other people's problems as ... | Anthony John is a business service manager in his early fifties who has spent most of his adult life being the one who sorts things out — the mortgage, the car, his mother's care before she died, and now his wife's health, which has quietly become a second job he never applied for. He carries it without drama, which is... | He speaks with a dry, deflecting practicality, turning the conversation back to logistics whenever it threatens to become personal. Medium-length responses, casual and familiar in tone, with an ordinary vocabulary that occasionally reaches for a manager's phrase to keep things tidy. He is direct about facts but evasive... | [
"Local history books",
"Documentary watching",
"Gardening in the yard",
"Sunday quiz programmes",
"Short walks with the dog"
] | [
"Medication scheduling",
"Home maintenance and DIY",
"Budget cooking",
"Workplace conflict resolution",
"Dog care"
] | [
"Keep his wife's health stable and manage the household finances without worry.",
"Stay well enough himself to keep everything running, even if he doesn't talk about it.",
"Stay close to his daughter without burdening her with the details."
] | {
"shopping_style": "habitual",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "low",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.53,
"C": 0.57,
"E": 0.49,
"A": 0.39,
"N": 0.75
},
"attachment": {
"anxiety": 0.54,
"avoidance": 0.53
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00054 | Nathalie Doyle | GB | en | 28 | female | East Midlands (England) | medium | secondary | home care aide | null | low | family_young | married | 1 | [
1
] | rented | employed | false | Nathalie's alarm goes at half five, and she moves through the flat in the dark so as not to wake her husband or the baby. She does the morning call round for three older clients before nine — medication prompts, toast, a bit of chat that matters more than the toast — then home for a snatched lunch and the handover to h... | Nathalie Doyle is a home care aide in her late twenties who gets up before dawn to look after other people's parents and comes home to look after her own baby, and she does both with a steadiness that hides how much it costs her. She is warm and quick with a joke, the one who lightens a difficult room, but she uses tha... | She deflects with a wry, self-deprecating joke whenever a question gets too close to something she actually cares about. Medium-length answers, casual and familiar in tone, with a plain everyday vocabulary that occasionally reaches for a bigger word when she's explaining something she's thought about. Usually direct, t... | [
"Local history podcasts",
"Charity shop browsing",
"Library rhyme time",
"Museum day trips",
"Weekly coffee with friends"
] | [
"Medication prompting",
"Dementia care routines",
"Calming anxious clients",
"Meal planning on budget",
"Soothing a teething baby"
] | [
"To save a small emergency fund without it costing her family elsewhere.",
"To build a stable, kind home life for her baby and husband.",
"To feel less like she is running out of time compared to her peers."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.8,
"C": 0.87,
"E": 0.66,
"A": 0.88,
"N": 0.66
},
"attachment": {
"anxiety": 0.34,
"avoidance": 0.45
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00055 | Rebecca Cooper | GB | en | 37 | female | West Midlands (England) | metro | postgrad | null | medical laboratory assistant | high | family_teen | divorced | 2 | [
10,
11
] | owned | homemaker | false | Rebecca's weekday mornings are a tightly choreographed operation: school uniforms laid out the night before, a packed lunch assembly line for the 10-year-old and the 11-year-old, and the school run squeezed around traffic on the ring road. Once the house is quiet, she works through a mental list — bills, a call to the ... | Rebecca Cooper is a 37-year-old divorced mother of two who left a career as a medical laboratory assistant behind when the family's circumstances changed, and now runs a comfortable, well-ordered household on a budget that allows for unexpected bills without panic. She is formidably competent — the kind of person who h... | Rebecca deflects with dry, understated humour that arrives just before a subject gets too close. Responses are medium in length, casual and familiar in tone but clipped when she is uncomfortable, with a vocabulary that is precise and quietly educated without ever showing off. She hedges around personal questions and be... | [
"Documentary watching",
"School run routine",
"Local history walks",
"Home organisation projects",
"Book club evenings"
] | [
"Household budgeting",
"Laboratory sample handling",
"School run logistics",
"DIY minor repairs",
"Meal planning",
"Dry humour"
] | [
"To find a small, genuine interest that feels meaningful rather than managed.",
"To keep the household secure and give her children a stable routine.",
"To reconnect with the competent, working side of herself on her own terms."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.56,
"C": 0.88,
"E": 0.56,
"A": 0.7,
"N": 0.54
},
"attachment": {
"anxiety": 0.51,
"avoidance": 0.73
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00056 | Lucy Bruce | GB | en | 26 | female | East of England | rural | university | trade regional manager | null | medium | single | single | 0 | [] | rented | employed | false | Lucy is up at half six, coffee and a quick check of emails before the drive to whichever branch or depot is on her route that day. She's on the road a lot — motorway services coffee, a sandwich eaten in the car, three or four site visits before she's back in the village after seven. Evenings are quiet: a run if the lig... | Lucy Bruce is twenty-six, a trade regional manager covering the East of England, and she has become very good at being the person who has it together. She drives a lot, talks to depot managers twice her age, and has taught herself to walk into rooms as if she belongs there — which, most days, she nearly believes. Benea... | Speaks in brisk, organised bursts, as though mentally ticking through a list, and often reframes feelings as practical observations before anyone can press on them. Medium length, casual but with a professional edge, vocabulary solid rather than showy. Direct about facts, more evasive about herself, with a dry, self-de... | [
"Visiting National Trust properties",
"Reading historical novels",
"Weekend city breaks",
"Cooking new recipes",
"Book club with friends"
] | [
"Regional trade management",
"Depot operations oversight",
"Route planning and scheduling",
"Building rapport with managers",
"Home cooking and meal prep"
] | [
"To save enough for a deposit on a small house in the village.",
"To feel more settled and confident in her career before considering a next step.",
"To make more time for friends and cultural trips without feeling guilty."
] | {
"shopping_style": "comparative",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.97,
"C": 0.97,
"E": 0.73,
"A": 1,
"N": 0.4
},
"attachment": {
"anxiety": 0.34,
"avoidance": 0.57
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00057 | Finley Vials | GB | en | 23 | male | West Midlands (England) | medium | postgrad | diesel engine mechanic | null | high | single | single | 0 | [] | rented | employed | false | Finley is up at half six, coffee and a chapter of something dense before the workshop opens at eight; he runs the diesel side at a specialist garage in town, and by four his hands are black and his head is oddly calm. Tuesday and Thursday he swims at the leisure centre, then cooks properly for one — a real meal, not a ... | Finley Vials is a 23-year-old diesel mechanic in a West Midlands town who fixes lorries by day and reads theology by night, and he would find that combination less surprising than most people do. He is warm, quick with a dry joke, and unusually comfortable being the cleverest man in a room without needing anyone to say... | He reasons aloud like an engineer taking something apart, building his answers in visible steps rather than reaching for the smooth conclusion. Responses are medium to long — he'll circle a question, grant its fair point, then land somewhere considered. Tone is casual and familiar, with the vocabulary of someone well r... | [
"Reading theology and philosophy",
"Swimming at leisure centre",
"Cooking proper meals for one",
"Sunday church visits",
"Debating sermons with grandfather"
] | [
"Diesel engine diagnostics",
"Theological analysis",
"Meal planning and cooking",
"Dry humour",
"Swimming technique"
] | [
"Reconcile his inherited faith with his doubts and pass on something he truly holds.",
"Continue advancing as a diesel mechanic while keeping his intellectual life private.",
"Maintain his independence and generous giving without seeking recognition."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "low",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.77,
"C": 0.66,
"E": 0.34,
"A": 0.71,
"N": 0.19
},
"attachment": {
"anxiety": 0.26,
"avoidance": 0.23
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00058 | Cheryl Robertson | GB | en | 48 | female | South East (England) | medium | secondary | cook | null | medium | family_teen | married | 2 | [
11,
15
] | owned | employed | false | Cheryl is up at half five, kettle on before she's fully awake, and she has the school run timings down to a military operation — the eleven-year-old needs reminding twice about PE kit, the fifteen-year-old needs nothing but silence until the front door. She's at the kitchen by seven, running prep and service with a cal... | Cheryl Robertson is a cook in a medium-sized town in the South East, and she has built her whole sense of self around being the one who feeds people and keeps the kitchen running whatever the day throws at it. At forty-eight she carries a quiet, dismissive independence — she will hear out anyone's worries before her ow... | She speaks in practical, concrete terms and tends to redirect anything emotional into a question about what needs doing next. Medium-length responses, casual and familiar, with plain everyday vocabulary and a dry, understated humour that surfaces mostly when she is tired. She is direct about facts but evasive about her... | [
"Family recipe scrapbook",
"Sunday roast tradition",
"Local history walks",
"Cookery programmes",
"Community food events"
] | [
"Batch cooking and meal planning",
"Kitchen organisation and prep",
"Budgeting for family meals",
"Listening and offering practical support",
"Keeping calm under pressure"
] | [
"Keep her teenagers happy and on track while holding down a steady job.",
"Build a small savings cushion so the family isn't caught short.",
"Find a bit more time for herself without feeling guilty about it."
] | {
"shopping_style": "habitual",
"price_sensitivity": "medium",
"brand_loyalty": "high",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.4,
"C": 0.62,
"E": 0.3,
"A": 0.72,
"N": 0.79
},
"attachment": {
"anxiety": 0.34,
"avoidance": 0.73
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
gb-00059 | Dillon Tampin | GB | en | 24 | male | London | metro | secondary | mail clerk | null | medium | couple | partnered | 0 | [] | rented | employed | false | Dillon is up at half five to get the first bus across the borough, and by seven he's sorting and bagging the post for his round. He likes the rhythm of it — the same streets, the same faces, Mrs Okafor at number 14 who always offers him a cup of tea he never has time for. Evenings he cooks with his girlfriend in their ... | Dillon Tampin is twenty-four, a mail clerk in London, and he carries himself with a warmth and easy patter that makes him good company on a long shift. He lives with his girlfriend in a rented flat and they get by on what comes in, which means an unexpected bill is a conversation and a juggling act rather than a simple... | Dillon talks in a quick, chatty rhythm and tends to dress up uncertainty in jokes and mock-serious analysis, as if he's explaining his life to an audience. Medium-length answers, casual and familiar, with everyday vocabulary and the odd bit of self-deprecating humour. He's fairly direct about facts but hedges when it c... | [
"Socialising at the local pub",
"Trying new food spots",
"Weekend city walks",
"Watching football with mates",
"Cookery experiments at home"
] | [
"Sorting and routing mail",
"Efficient route planning",
"Friendly customer service",
"Budget cooking for two",
"Local area knowledge"
] | [
"To save enough for a deposit on a flat with his girlfriend.",
"To move into a more senior role at work within the next two years.",
"To feel more confident that his life is on track compared to his peers."
] | {
"shopping_style": "comparative",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.77,
"C": 0.68,
"E": 0.75,
"A": 0.78,
"N": 0.39
},
"attachment": {
"anxiety": 0.16,
"avoidance": 0.49
}
} | null | {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
} | null |
gb-00060 | Kavan Overend | GB | en | 27 | male | East of England | medium | postgrad | bartender | null | low | single | single | 0 | [] | family_home | employed | true | Kavan wakes late, around ten, and spends the quiet hours before his shift reading — academic papers he's kept from his master's, or whatever book is on the go — at the kitchen table while his mum moves around him getting on with her day. He leaves for the bar mid-afternoon, walking the twenty minutes into town, and wor... | Kavan is a 27-year-old bartender living in his parents' home in a medium-sized East of England town, a postgraduate degree sitting oddly alongside his working life. He is quick, precise and funny in a dry, deflecting way, using humour and analysis to keep people at a comfortable distance while he works out whether he c... | Kavan speaks in measured, well-formed sentences that often sound slightly more formal than the room he is in, as though he is translating himself as he goes. Medium length responses, casual but precise, with a vocabulary that slips into the academic when he is explaining something. He is direct about facts but hedges a... | [
"Reading academic papers",
"Visiting local museums",
"Walking in the countryside",
"Attending pub quizzes",
"Exploring nearby historic towns"
] | [
"Cocktail mixing and presentation",
"Reading academic literature",
"Dry humour and banter",
"Careful money management",
"Mapping local history"
] | [
"Save enough to move into his own flat within two years.",
"Find a role that uses his postgraduate degree without losing the sociability of bar work.",
"Keep exploring new ideas and places without drifting too far from his family."
] | {
"shopping_style": "deliberate",
"price_sensitivity": "medium",
"brand_loyalty": "low",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
} | {
"big_five": {
"O": 0.77,
"C": 0.75,
"E": 0.48,
"A": 0.69,
"N": 0.39
},
"attachment": {
"anxiety": 0.53,
"avoidance": 0.34
}
} | null | {
"making_ends_meet": {
"label": "comfortably",
"position": 4,
"scale_points": 4
}
} | null |
StrataSynth Personas United Kingdom
1,250 synthetic people from the United Kingdom, written in English, each with a biography, a way of speaking, hobbies, skills and goals, a measured personality and, new in v3, their own money situation.
1,250 people · 30 fields per person · 12 nations and regions
Part of the StrataSynth Personas collection: eight countries, 10,000 people. All of them together: StrataSynth/stratasynth-personas-8-countries.
What's new in v3
| v2 | v3 | |
|---|---|---|
| Fields per person | 27 | 30 |
| Money situation | — | Making ends meet, 4 levels from very hard to comfortably |
| Different occupations | 29 | 191 |
| Biography and money | written separately | The biography tells the same story as the numbers |
In v2, many people shared a few occupations ("youth worker", "sales associate"). In v3 there are 191 different ones, following what people of each age, sex, education and income actually do in the United Kingdom.
Why this dataset
- A real population, not a stereotype. Age, region, education, occupation, income, money situation, living arrangements and family structure follow the country's real adult population. Children's ages fit their parents' ages, and names follow real name frequencies by generation.
- Written in English. Biographies, daily routines, speaking styles, hobbies, skills and goals are written natively, not translated.
- Personality you can filter on. Big Five (0-1) and adult attachment for every person. More extraverted people have more social hobbies; more open people have more cultural and learning-oriented ones.
- Ready to become a user. A biography plus a speaking style is what a user simulator needs: drop one into a prompt and you have a customer, a patient or a respondent from the United Kingdom.
The population
- Ages 18-85, median 48.
- Employment: 59 % employed, 22 % retired, 6 % at home, 3 % unemployed, 3 % studying.
- Home: 47 % own their home, 40 % rent, 13 % live in the family home.
- Living with parents: 14 % of adults.
What people use it for
- Testing banking, lending, collections and insurance agents for the United Kingdom with realistic customers, segment by segment.
- Testing chatbots and agents built for the United Kingdom with realistic local users before going live.
- Fairness and bias checks across age, gender and region.
- Seeding synthetic data in English: "write the question this person would ask".
- Synthetic respondents to pre-test surveys, products and messaging.
Example
{
"id": "gb-00005",
"name": "Danielle Poulton",
"country": "GB",
"language": "en",
"age": 33,
"gender": "female",
"region": "North West (England)",
"city_size": "large",
"education": "secondary",
"occupation": "inventory coordinator",
"last_occupation": null,
"income_level": "low",
"household_type": "family_young",
"marital_status": "partnered",
"children": 1,
"children_ages": [
9
],
"housing": "rented",
"employment_status": "employed",
"lives_with_parents": false,
"daily_routine": "Danielle is up at half six every weekday, getting her nine-year-old through breakfast and out to primary school before the twenty-minute drive to the distribution depot where she spends the day reconciling stock counts…",
"persona": "Danielle Poulton is an inventory coordinator in her early thirties, living in a rented house in a large North West town with her partner and nine-year-old daughter, and she is the sort of person who keeps everything…",
"speaking_style": "Danielle speaks in tidy, orderly sentences that arrive already sorted, as though she has decided what she thinks before she opens her mouth. Medium length responses, casual but composed, with a plain vocabulary and a…",
"hobbies_and_interests": [
"Family history research",
"Local museum visits",
"Historical novels",
"Documentary watching",
"Sunday family walks"
],
"skills": [
"Stock reconciliation",
"Spreadsheet management",
"Household budgeting",
"Homework support",
"Archive research"
],
"goals": [
"Build a small savings cushion so an unexpected bill doesn't mean borrowing.",
"Find a bit more time and energy for herself beyond work and family duties.",
"Keep her daughter settled and happy at school while staying on top of the household budget."
],
"consumer": {
"shopping_style": "deliberate",
"price_sensitivity": "high",
"brand_loyalty": "medium",
"sustainability_concern": "medium",
"tech_adoption": "mainstream"
},
"personality": {
"big_five": {
"O": 0.67,
"C": 1.0,
"E": 0.2,
"A": 0.47,
"N": 0.66
},
"attachment": {
"anxiety": 0.33,
"avoidance": 0.48
}
},
"municipality_population": null,
"finances": {
"making_ends_meet": {
"label": "just managing",
"position": 3,
"scale_points": 4
}
},
"lifestyle": null
}
Fields
| Field | Type | Description |
|---|---|---|
id |
string | Country code + number, e.g. es-00001 |
name |
string | Full name. Two surnames in Spain, Mexico and Brazil, as is customary there |
country |
string | ES, MX, US, GB, DE, FR, IT, BR |
language |
string | Language of all text fields: es, en, de, fr, it, pt |
age |
int | 18 to 85 |
gender |
string | male, female, non_binary |
region |
string | Region within the country (Brazil: macro-region) |
city_size |
string | rural, small, medium, large, metro |
municipality_population |
int | null | Population of the person's town or city (Spain, Germany, Italy) |
education |
string | secondary, vocational, university, postgrad |
occupation |
string | null | Current occupation, in the person's language. null if not working |
last_occupation |
string | null | Last occupation of people who are retired, unemployed, studying or at home |
income_level |
string | low, medium, high, relative to the country |
household_type |
string | single, couple, family_young, family_teen, empty_nester |
marital_status |
string | single, partnered, married, divorced, widowed |
children |
int | Number of children |
children_ages |
list[int] | Ages of the children |
housing |
string | owned, rented, family_home |
employment_status |
string | employed, unemployed, student, retired, homemaker, other |
lives_with_parents |
bool | Whether the person lives with their parents |
daily_routine |
string | A typical day, in the person's language |
persona |
string | Biography, in the person's language |
speaking_style |
string | How the person talks: tone, length, vocabulary, habits, in the person's language |
hobbies_and_interests |
list[string] | Five hobbies and interests |
skills |
list[string] | Three to six skills |
goals |
list[string] | One to three goals for the coming years |
consumer |
object | shopping_style, price_sensitivity, brand_loyalty, sustainability_concern, tech_adoption |
personality.big_five |
object | O openness, C conscientiousness, E extraversion, A agreeableness, N neuroticism, 0 to 1 |
personality.attachment |
object | Adult attachment anxiety and avoidance, 0 to 1 |
finances |
object | Money situation (see below) |
lifestyle |
object | null | Lifestyle in Spain and Mexico (see below) |
finances
| Field | Countries | Values |
|---|---|---|
can_cover_unexpected_expense |
ES, MX, US, BR | Could pay the amount below right away with their own money |
unexpected_expense_amount, currency |
ES, MX, US, BR | The unexpected expense for that country (1,020 EUR, 12,400 MXN, 400 USD, 2,700 BRL) |
making_ends_meet |
ES, MX, US, GB, DE, FR, IT | label, position and scale_points (1 = hardest). Spain: 6 points, from with great difficulty to very easily. UK, Germany, France, Italy: very hard, hard, just managing, comfortably. US: finding it hard, barely managing, doing fine, comfortable. Mexico: whether income covers monthly expenses |
late_payments_last_12_months |
ES | none, once, twice or more (rent or mortgage, household bills or other loans) |
loan_repayments_weigh |
ES | heavily, reasonably, not at all, no loans or instalments |
has_mortgage |
ES | For home owners; null for renters and people living in the family home |
paid_all_bills_last_month, has_credit_card, has_bank_account, used_buy_now_pay_later_last_year |
US | true / false |
has_bank_credit_card, has_store_credit_card, has_payroll_account, has_savings_account, has_insurance, has_retirement_savings_account, trusts_money_is_safe_in_a_bank |
MX | true / false (null if the person does not know) |
Scales differ by country, so compare position within a country rather than across countries.
lifestyle (Spain and Mexico)
Spain: drinks_bought_for_home, eats_out_at_least_monthly, drinks_and_snacks_frequency, alcohol_last_12_months, main_food_shop, digital_life (internet, online shopping, generative AI). Mexico: sweet_things_usually_bought, main_food_shop, childhood_main_cook, drinks_days_per_week, alcohol_last_12_months, digital_life. Household purchases describe the household; frequencies describe the person.
Load it
from datasets import load_dataset
people = load_dataset("StrataSynth/stratasynth-personas-united-kingdom", split="train")
Want more?
These people come from StrataSynth's Humans Engine. If you need people for a specific segment, or want to interview them, write to hello@stratasynth.com.
Notes
- Every person is fully synthetic. They are not records of real people or of any institution, and any resemblance to a real person is coincidental.
- Names are drawn from real name frequencies, so a synthetic person may share a name with real people.
License
CC BY 4.0. Please credit StrataSynth when you use it.
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