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I need to verify my vaccine status before I travel. I think I'm due for the second Shingrix shot and want to see if you have the latest flu and covid boosters in stock yet. Please check my records and let me know if you have a Monday morning opening soon. I'd prefer to get them all at once if possible to save a trip. | [
"Vaccination inquiry and appointment request",
"Shingrix flu and covid booster update",
"Vaccine record verification for upcoming travel",
"Scheduling multiple vaccinations and stock check",
"Monday morning vaccination and record review"
] | Vaccine request or vaccine question | preventive | No specific medical condition | false | none | none | 36dbc952-3173-4ea5-b9c9-4e89c6d75306 | Elliot | Cole | Monday | Male | 180 | Sandstone Ct | Hilliard | FL | Nassau County | 32046 | USA | 53 | divorced | high_school | null | not_in_workforce | white | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 51
} | {
"description": "Organized, reliable, and methodical. Plans ahead and follows through on commitments.",
"label": "high",
"t_score": 61
} | {
"description": "Balances social interaction with need for alone time. Moderately talkative in social situations.",
"label": "average",
"t_score": 49
} | {
"description": "Critical, skeptical, and competitive. Prioritizes personal interests over group harmony.",
"label": "very low",
"t_score": 31
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 46
} | Elliot's white cultural background, combined with his balanced curiosity and practicality, suggests a mix of traditional and modern values. He appreciates both new ideas and established methods, which could indicate a respect for cultural traditions while also being open to new cultural experiences. His critical and co... | Elliot is a methodical and organized individual who excels in project management and logistics. His high school education, coupled with his practical and critical mindset, has allowed him to develop strong problem-solving skills. He is adept at following through on commitments and has a knack for planning and execution... | ['project management', 'logistics', 'problem solving', 'planning and execution', 'quick learning'] | Despite being currently out of the workforce, Elliot's conscientious and competitive nature suggests a desire for professional achievement. He might aim for a career that allows him to plan, organize, and execute projects effectively. His resilience, coupled with his critical and practical mindset, could lead him to se... | Elliot enjoys a mix of solitary and social activities. He might engage in hobbies like reading, woodworking, or fishing, which align with his practical and curious nature. His moderate talkativeness in social situations suggests he might also enjoy group activities like sports, game nights, or community service. His co... | ['reading', 'woodworking', 'fishing', 'sports', 'community service'] | Elliot, a 53-year-old project manager, excels in logistics and operations, leveraging their methodical and organized approach to effectively plan and execute projects, with a competitive spirit that drives continuous learning and improvement. | Elliot, who values stability and practicality, is a moderate saver and investor, favoring low-risk investment strategies such as index funds and bonds, while maintaining a balanced budget and prioritizing financial security over luxury. | Elliot, who has a history of managing hypertension and occasional bouts of anxiety, approaches healthcare with practicality and resilience, adhering to medication schedules and seeking professional help when needed, while balancing their need for alone time with social interaction. | Elliot, a fan of traditional sports like baseball and golf, enjoys the strategic and competitive aspects of these games, rooting for teams like the New York Yankees and following professional tournaments with enthusiasm. | Elliot, an admirer of classic literature and traditional music, appreciates the work of authors like Ernest Hemingway and musicians like Johnny Cash, finding solace in the arts as a means of self-reflection and relaxation. | Elliot, who prefers a balance of relaxation and adventure, enjoys visiting historical sites and outdoor destinations, with past trips to the Grand Canyon and plans for a future visit to the Scottish Highlands. | Elliot, who appreciates hearty, traditional meals, enjoys dishes like roast beef and mashed potatoes, and has a knack for grilling and barbecuing, often experimenting with different marinades and rubs. | Elliot, a 53-year-old project manager, is a practical and competitive individual who balances their need for alone time with social interaction, appreciating traditional arts, sports, and cuisine. | Elliot, a 53-year-old project manager, embodies a unique blend of traditional and modern values, reflecting their cultural background. Their practical and critical mindset, coupled with their methodical and organized approach, makes them an effective project manager. Elliot's competitive spirit drives them to continuou... | Florida | 32046 | |
Hi, this is Sharon Moore. I was looking at my recent lab results and saw that my eosenophil levels were flagged as high. I’ve noticed I’m wheezing a bit more during my shifts at the hangar lately and using my albuterol more often. Does that lab result mean my asthma is flaring up? I'd appreciate a call back when you ha... | [
"Lab results and asthma management review",
"Elevated eosinophils and increased wheezing",
"Requesting call to adjust asthma treatment",
"Asthma flare-up and increased albuterol use",
"Abnormal labs and worsening asthma symptoms"
] | Follow-up on an abnormal result | labs | Asthma, wheezing, or breathing flare | false | none | none | 5e7c9ba1-660d-4e91-9e6c-e7c3b86f504b | Sharon | A | Moore | Female | 733 | Moss Creek Drive | Saint Augustine | FL | St. Johns County | 32086 | USA | 68 | never_married | some_college | null | aircraft_mechanic_or_service_technician | white | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 52
} | {
"description": "Exceptionally organized and disciplined. Strongly focused on achievement and meeting high standards.",
"label": "very high",
"t_score": 71
} | {
"description": "Sociable, outgoing, and energetic. Enjoys group activities and being around others.",
"label": "high",
"t_score": 56
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 57
} | {
"description": "Emotionally stable and handles stress well. Not easily upset by challenging situations.",
"label": "low",
"t_score": 41
} | Sharon's cultural background as a white American woman from Florida has shaped her values of hard work, community, and hospitality. Her openness to new ideas and established methods reflects the diverse influences of her upbringing, while her kindness and consideration for others are reflective of her cultural emphasis... | Sharon A Moore is a highly skilled and experienced aircraft mechanic with a strong focus on precision, safety, and efficiency. She has a comprehensive understanding of aircraft systems and components, and is adept at troubleshooting and resolving complex technical issues. Her practicality and curiosity have allowed her... | ['aircraft systems and components', 'troubleshooting and problem-solving', 'teamwork and communication', 'continuous learning and improvement', 'mentoring and leadership'] | Sharon's career goals are centered around continuous learning and improvement. She aims to further develop her skills and expertise, potentially moving into a supervisory role where she can mentor and guide other mechanics. Despite her ambition, she values stability and prefers to make gradual, well-planned career adva... | Outside of work, Sharon enjoys a variety of hobbies and interests that reflect her energetic, sociable, and kind personality. She is an active member of a local hiking group and enjoys exploring the natural beauty of Saint Augustine. She also has a passion for cooking and often hosts dinner parties for her friends and ... | ['hiking', 'cooking and hosting', 'community volunteering', 'charity work', 'animal welfare'] | Sharon A Moore is a seasoned aircraft mechanic, known for her precision, safety, and efficiency, who brings a unique blend of curiosity and practicality to her work, and is highly regarded for her teamwork and communication skills. | Sharon is financially disciplined, valuing stability and gradual growth, with a diversified investment portfolio that reflects her practical and well-planned approach to life. | Sharon is proactive about her health, managing her arthritis with regular exercise and a balanced diet, and is known for her patience and understanding when dealing with medical professionals. | Sharon's energetic and sociable nature extends to her love for sports, particularly baseball, with a soft spot for the Tampa Bay Rays, and she maintains her fitness through regular hiking and group activities. | While not directly involved in the arts, Sharon appreciates the beauty of nature and expresses her creativity through cooking, often hosting dinner parties with dishes like her signature Florida-style shrimp and grits. | Sharon enjoys exploring the natural beauty of her local area through her hiking group, but also dreams of visiting the Grand Canyon, a testament to her love for the outdoors. | Sharon is a skilled cook who enjoys hosting dinner parties, serving up dishes like her famous Florida-style shrimp and grits, and always ensures her meals are prepared with the same precision and care she brings to her work. | Sharon is a seasoned aircraft mechanic who values community, hospitality, and continuous learning, and expresses her creativity through cooking and hiking. | Sharon A Moore, a 68-year-old aircraft mechanic from Saint Augustine, Florida, embodies the values of hard work, community, and hospitality, which are reflected in her career and hobbies. Her professional life is marked by precision, safety, and efficiency, while her personal life is filled with hiking, cooking, and vo... | Florida | 32086 | |
Hello, this is James Gaskin. I have been experiencing some persistent cramping and bloating in my upper abdomen since yesterday evening. I have been monitoring it, but the pressure is not improving and I have lost my appitite. Do you have any openings for a same-day appointment today? I would prefer to address this as ... | [
"Same-day appointment for abdominal pain",
"Upper abdominal cramping and bloating",
"Urgent triage for worsening abdominal pressure",
"Persistent abdominal cramping with appetite loss",
"Immediate clinic evaluation for stomach symptoms"
] | Same-day sick visit request | triage | Abdominal pain or stomach pain | false | none | none | 4d7d5a32-efa5-4fb2-80d4-a531828068cd | James | Doerr | Gaskin | Male | 174 | 118th Stct E | North Port | FL | Sarasota County | 34286 | USA | 73 | married_present | associates | null | not_in_workforce | white | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 46
} | {
"description": "Exceptionally organized and disciplined. Strongly focused on achievement and meeting high standards.",
"label": "very high",
"t_score": 77
} | {
"description": "Strongly prefers solitude and quiet environments. May find social interaction draining.",
"label": "very low",
"t_score": 33
} | {
"description": "Generally cooperative but can be assertive. Balances compassion with self-interest.",
"label": "average",
"t_score": 47
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 51
} | James's white ethnic background has not precluded him from being open to diverse experiences and ideas. His curiosity and practicality have led him to appreciate both traditional and contemporary cultural perspectives. He has a deep respect for history and enjoys exploring the rich cultural tapestry of the United State... | James's associates degree in mechanical engineering has equipped him with a strong technical skillset. His exceptional organizational skills and disciplined work ethic, honed over years of professional experience, have made him a reliable and efficient problem-solver. His practical nature has also led him to acquire a ... | ['mechanical engineering', 'problem-solving', 'organization', 'diy skills', 'technical skills'] | Despite being retired, James continues to nurture a passion for lifelong learning and self-improvement. He maintains a keen interest in his former field of mechanical engineering and keeps abreast of the latest developments. His conscientious nature drives him to set high standards for himself, even in retirement, and ... | James's love for solitude and quiet environments is reflected in his hobbies. He enjoys leisurely activities such as reading, particularly about history and science. He also has a passion for fishing, a pastime that allows him to enjoy the tranquility of nature. His cooperative nature and balanced compassion make him a... | ['reading', 'fishing', 'volunteering', 'gardening', 'history'] | James, a retired mechanical engineer, is known for his exceptional organizational skills, disciplined work ethic, and practical problem-solving abilities, which he continues to apply in his volunteer work and personal projects. | James, a frugal individual, is disciplined in his financial management, investing in low-risk funds, and maintaining a healthy savings account, while occasionally indulging in high-quality fishing equipment. | James, managing mild arthritis and high blood pressure, is diligent about his health, maintaining a balanced diet, regular exercise, and routine check-ups, while occasionally forgetting to take his medication. | James, a casual sports enthusiast, enjoys watching the Tampa Bay Rays and occasionally engaging in low-impact exercises like swimming and cycling. | James, a lover of history and science, appreciates the works of Ken Burns and Neil deGrasse Tyson, often incorporating their documentaries into his leisure time. | James, a lover of tranquil environments, prefers nature-oriented travels, having visited the Great Smoky Mountains and Yellowstone National Park, and aspires to explore the Alaskan wilderness. | James, a retiree with a preference for simple, hearty meals, enjoys cooking traditional American dishes like meatloaf and roasted vegetables, often incorporating fresh produce from his garden. | James, a retired mechanical engineer, is a disciplined, practical individual who enjoys quiet activities like reading, fishing, and volunteering, while managing mild health issues and a frugal lifestyle. | James, a 73-year-old retiree, continues to nurture his passion for lifelong learning and self-improvement, particularly in his former field of mechanical engineering. His conscientious nature and practical problem-solving abilities are evident in his volunteer work and personal projects, while his love for solitude and... | Florida | 34286 | |
Hello, I think I strained something in my calf while gardening a few days ago. It is still quite sore and the swelling around the ankle seems to be getting worse. I have been taking some Tylenoll but it isn't helping much and the foot feels a bit numb this morning. Should I come in to have you look at it or just keep i... | [
"Calf injury and swelling assessment",
"Calf pain with foot numbness",
"Urgent evaluation for leg swelling and numbness",
"Medical guidance for worsening calf strain",
"Clinical triage for worsening leg symptoms"
] | Non-visit symptom advice request | triage | Muscle strain or soft-tissue injury | true | subtle | Subtle red flags | 0ef81732-d193-4b38-a88b-f23a08c43891 | Leonard | W | Robinson | Male | 239 | Tr 29 | Hallandale | FL | Broward County | 33009 | USA | 83 | divorced | bachelors | stem | not_in_workforce | black | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 47
} | {
"description": "Often relaxed about obligations and somewhat disorganized. Values flexibility over strict planning.",
"label": "low",
"t_score": 40
} | {
"description": "Generally reserved and comfortable with solitude. Prefers small groups to large gatherings.",
"label": "low",
"t_score": 43
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 61
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 46
} | Growing up in the South, Leonard was deeply influenced by the rich cultural heritage of the African American community. He's an excellent cook, specializing in soul food dishes passed down from his mother. He enjoys attending local gospel concerts and occasionally plays the harmonica, a skill he picked up from his fath... | With a Bachelor's degree in STEM, Leonard has a strong foundation in scientific principles and mathematical concepts. He's proficient in using various software for data analysis and has a knack for explaining complex ideas in simple terms. His years in the workforce have honed his problem-solving skills and given him a... | ['data analysis', 'problem-solving', 'team dynamics', 'woodworking', 'expertise in stem fields'] | Though Leonard is no longer in the workforce, he has always been driven by a desire to make a positive impact. He volunteers at a local community center, teaching basic computer skills to seniors. He also mentors young black students interested in STEM fields, hoping to inspire them to pursue their passions. His ultima... | Leonard enjoys spending his days tending to his vegetable garden, a hobby he picked up from his late grandmother. He finds solace in the rhythmic work of planting, weeding, and harvesting, often humming old spirituals as he goes. He's also an avid reader, preferring non-fiction books about history and science, which he... | ['gardening', 'reading non-fiction', 'listening to jazz', 'playing harmonica', 'cooking soul food'] | Leonard, a retired STEM professional, combines his scientific background with his love for teaching, volunteering at a local community center and mentoring young students in the field. | Leonard, with his practical and considerate nature, manages his finances with a balanced approach, valuing long-term investments and maintaining a comfortable lifestyle over extravagant spending. | Leonard, 83, manages his age-related health conditions such as arthritis and high blood pressure with regular check-ups and a balanced diet, while his love for gardening keeps him active. | Leonard, while not particularly sports-inclined, maintains his physical health through the rhythmic work of tending to his vegetable garden and engaging in the occasional bridge game with friends. | Leonard appreciates the arts primarily through his love for classic jazz records and the occasional gospel concert, finding solace in the soothing melodies of artists like Louis Armstrong and Mahalia Jackson. | Leonard, a homebody by nature, prefers short, local trips to visit nearby historical sites, but his curiosity and love for history occasionally inspires him to plan a trip to a historically significant city in the country. | Leonard, an 83-year-old retiree, is a skilled cook who specializes in soul food dishes like his mother's famous collard greens and cornbread, and enjoys hosting small gatherings with friends and family over a hearty meal. | Leonard, an 83-year-old retiree, is a man of balance, blending his love for science and history with his cultural traditions and values, all while maintaining a practical and considerate approach to life. | Leonard, an 83-year-old retiree, is a man of balance and tradition. His love for soul food cooking, a skill passed down from his mother, reflects his cultural heritage. His practical nature, honed from his STEM background, is evident in his approach to finances and health. Leonard's love for history and science is refl... | Florida | 33009 | |
Hi, this is Dennis. I've been feeling a lot more anxious lately with the school play and chess tornaments coming up. I'm having a hard time falling asleep and my chest feels tight sometimes when I'm stressed. I've been taking my meds every morning like usual but they don't seem to be helping much right now. Could I sch... | [
"Requesting follow-up for increased anxiety",
"Anxiety symptoms and chest tightness",
"Medication review for anxiety and sleep",
"Priority follow-up for escalating anxiety symptoms",
"Consultation for uncontrolled anxiety and insomnia"
] | Mental health check-in | clinical_follow_up | Anxiety, panic, or overwhelming stress symptoms | false | none | none | 47e5957f-47e7-4e6d-86a0-3594865deaaa | Dennis | Lee | Arnold | Male | 534 | Hwy 3264 | Merritt Island | FL | Brevard County | 32953 | USA | 15 | never_married | less_than_9th | null | not_in_workforce | white | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 48
} | {
"description": "Organized, reliable, and methodical. Plans ahead and follows through on commitments.",
"label": "high",
"t_score": 58
} | {
"description": "Sociable, outgoing, and energetic. Enjoys group activities and being around others.",
"label": "high",
"t_score": 56
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 63
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 47
} | Dennis's cultural background as a white American in Merritt Island, Florida, has influenced his openness to new ideas and his appreciation for established methods. He values the importance of community and cooperation, which is reflected in his kind and considerate nature. He also enjoys learning about different cultur... | Dennis is proficient in time management and organization, skills that have been honed through his methodical approach to tasks. He is also a strong communicator, able to effectively express his ideas and collaborate with others, which is a result of his sociable and energetic personality. His curiosity and practicality... | ['time management', 'organization', 'communication', 'collaboration', 'technology proficiency', 'photography', 'photo editing'] | Dennis aspires to be a project manager in the future, where he can utilize his organizational skills and his ability to work well with others. He is drawn to the idea of overseeing projects from start to finish, ensuring that all aspects are carried out efficiently and effectively. He is also considering a career in ed... | Dennis enjoys a variety of activities that allow him to express his creativity and social nature. He is an avid member of his school's chess club, where he appreciates the strategic thinking and camaraderie. He also enjoys being part of the school's drama club, where he can explore his outgoing side and engage in group... | ['chess', 'drama', 'photography', 'community service', 'cultural exploration'] | A promising chess coach and drama club leader, Dennis balances strategy and creativity, using his methodical and outgoing nature to inspire his team members and students. | A responsible spender, Dennis saves carefully and invests in low-risk bonds, reflecting his practical and reliable nature, while indulging in the occasional chess tournament or drama club production. | Dennis, who occasionally experiences seasonal allergies, prioritizes preventative care, and is meticulous about taking his daily allergy medication, although he sometimes forgets to refill his prescription. | Dennis enjoys watching the Orlando Magic basketball team and occasionally plays pick-up games with friends, balancing his love for sports with his passion for the arts and academics. | An aspiring photographer, Dennis is inspired by the works of Ansel Adams and Dorothea Lange, capturing the beauty of his community and life's candid moments with a keen eye for detail. | Dennis dreams of visiting New York City to watch Broadway shows and explore the city's rich cultural history, while also valuing the occasional family beach vacation in Cocoa Beach, Florida. | A fan of Southern comfort food, Dennis enjoys preparing his grandmother's famous fried chicken and mashed potatoes, while appreciating the simple pleasure of a well-made peanut butter and jelly sandwich. | Dennis is a 15-year-old chess coach, drama club leader, and aspiring photographer from Merritt Island, Florida, who balances his curiosity with practicality and values the importance of community and cooperation. | Dennis, a 15-year-old from Merritt Island, Florida, is a curious and well-rounded individual with a passion for chess, drama, and photography. His cultural background has instilled in him the values of community and cooperation, which are reflected in his kind and considerate nature. Dennis is organized and methodical,... | Florida | 32953 | |
Hi, this is Michael. I’ve had a bad fever and body aches since tuesday and thought it was just the flu. I'm trying to drink water but I feel so weak and my chest feels heavy when I move around, like I can't quite get enough air. The tylenol isn't helping the fever stay down for long. Do you think I need to be seen or s... | [
"Urgent respiratory and fever symptoms",
"Shortness of breath and chest heaviness",
"Requesting triage for breathing and weakness",
"Evaluation for worsening fever and breathing trouble",
"Priority triage for fever and breathlessness"
] | Non-visit symptom advice request | triage | Flu-like illness | true | subtle | Subtle red flags | 2ed31c29-64e4-4fcd-b53e-556e74e489d8 | Michael | Wesley | Adhami | Male | 82 | NW 55th Ave | Dade City | FL | Pasco County | 33525 | USA | 12 | never_married | less_than_9th | null | not_in_workforce | white | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 49
} | {
"description": "Maintains balance between organization and flexibility. Reasonably reliable and attentive to responsibilities.",
"label": "average",
"t_score": 46
} | {
"description": "Sociable, outgoing, and energetic. Enjoys group activities and being around others.",
"label": "high",
"t_score": 58
} | {
"description": "Generally cooperative but can be assertive. Balances compassion with self-interest.",
"label": "average",
"t_score": 50
} | {
"description": "Experiences more negative emotions than average. Prone to worry and sensitive to stress.",
"label": "high",
"t_score": 57
} | Growing up in Dade City, Michael is influenced by the Southern culture around him, with its emphasis on community and tradition. His white ethnic background has exposed him to a variety of cultural influences, from country music to classic literature. He appreciates both new ideas and established methods, reflected in ... | Michael is quite handy with tools, thanks to his uncle's guidance. He's also developing his leadership skills through his involvement in sports and the chess club. He's a quick learner, balancing his curiosity with a practical approach to new tasks. He's also learning to manage his stress through mindfulness techniques... | ['basic mechanical skills', 'leadership', 'quick learner', 'mindfulness techniques'] | Michael dreams of becoming a mechanic like his uncle. He's fascinated by how things work and loves taking apart and rebuilding his old bicycle. He wants to balance his curiosity for new technologies with the practical skills he's learning from his uncle. He's also interested in becoming a coach or referee for his schoo... | Michael enjoys playing soccer and video games with his friends. He's also part of the school's chess club, which helps him balance his competitive spirit with strategic thinking. He loves exploring nature trails around Dade City with his family, combining his curiosity with his practical side by learning about differen... | ['soccer', 'video games', 'chess', 'exploring nature trails'] | A budding student, Michael excels in math and science, using his strategic thinking and practicality to balance his academic responsibilities with his extracurricular activities. | Michael is a responsible saver, often setting aside a portion of their allowance for future expenses, showing a mature approach to money management at a young age. | Michael has a history of minor allergies but inconsistently takes his medication, often forgetting due to his active lifestyle and numerous activities. | An avid soccer player and fan, Michael enjoys watching the Orlando City Soccer Club, incorporating his love for the sport into his daily life and exercise routines. | An aspiring artist, Michael enjoys creating his own comic strips, blending his love for storytelling and visual arts, taking inspiration from comic artists like Stan Lee and Todd McFarlane. | Michael loves exploring local nature trails with family, but dreams of visiting the Grand Canyon, showing his balance between comfort and adventure in travel. | Michael enjoys traditional Southern comfort food, particularly fried chicken and mashed potatoes, but also loves experimenting with new recipes in the kitchen. | Michael is a curious and sociable 12-year-old, balancing his practicality with a love for exploration and competition. | Growing up in Dade City, Michael has a deep appreciation for community and tradition, reflected in his love for local nature trails and Southern comfort food. His white ethnic background has exposed him to a variety of cultural influences, from country music to classic literature. Michael is a balanced individual, main... | Florida | 33525 | |
Hello, this is Thomas Johnson following up on my recent blood work. I noticed the hemogloben and iron levels are marked as low, which might explain why I've been feeling increasingly fatigued lately. I've noticed I am getting shorter of breath just doing basic tasks around the house over the last two weeks. Since I try... | [
"Follow-up on lab results and symptoms",
"Low iron and shortness of breath",
"Schedule call for low hemoglobin",
"Worsening shortness of breath on exertion",
"Review low iron and worsening fatigue"
] | Follow-up on an abnormal result | labs | Anemia or low-iron concern | true | subtle | Subtle red flags | 0f2d6f0d-d916-449d-bed4-087a4659d39a | Thomas | B | Johnson | Male | 67 | Orry Ave | Apopka | FL | Orange County | 32712 | USA | 56 | divorced | high_school | null | no_occupation | white | {
"description": "Curious and appreciative of art, new ideas, and varied experiences. Open to unconventional thinking.",
"label": "high",
"t_score": 62
} | {
"description": "Exceptionally organized and disciplined. Strongly focused on achievement and meeting high standards.",
"label": "very high",
"t_score": 66
} | {
"description": "Balances social interaction with need for alone time. Moderately talkative in social situations.",
"label": "average",
"t_score": 54
} | {
"description": "Exceptionally compassionate and cooperative. Strongly motivated to help others and maintain harmony.",
"label": "very high",
"t_score": 66
} | {
"description": "Emotionally stable and handles stress well. Not easily upset by challenging situations.",
"label": "low",
"t_score": 36
} | Growing up in Apopka, Thomas was exposed to a mix of Southern and Hispanic cultures, reflected in his love for both country music and salsa dancing. His openness to new experiences has led him to explore various cuisines, with Cuban and Vietnamese being among his favorites. Thomas's agreeable nature has also made him a... | Thomas is exceptionally organized and detail-oriented, with a strong background in project management and operations. He's proficient in Microsoft Office Suite and has experience with project management software like Asana and Trello. His strong communication skills, both written and verbal, enable him to collaborate e... | ['project management', 'operations management', 'microsoft office suite', 'asana', 'trello', 'strategic planning', 'problem-solving', 'effective communication'] | Despite being currently unemployed, Thomas is highly disciplined and achievement-oriented. He's actively seeking a role in project management or operations, leveraging his strong organizational skills. He aims to work for a company that aligns with his values, preferably one that gives back to the community. Thomas is ... | Thomas, a curious and open-minded individual, enjoys exploring local art galleries and museums in Orlando. He's an avid reader, particularly drawn to biographies and historical fiction. He also enjoys hiking in the nearby Wekiwa Springs State Park, appreciating nature's artistry. Thomas volunteers at a local community ... | ['art gallery visits', 'reading (biographies, historical fiction)', 'hiking', 'volunteering', 'salsa dancing', 'trying new cuisines', 'attending cultural festivals'] | Thomas, a highly disciplined and achievement-oriented project manager, leverages their exceptional organizational skills, proficiency in Microsoft Office Suite, and experience with Asana and Trello to drive success in operations, while seeking a role in a company that aligns with their values and gives back to the comm... | Thomas, a financially responsible individual, maintains a balanced approach to spending, saving, and investing, utilizing mutual funds and ETFs to secure their financial future. | Thomas, a 56-year-old with a history of hypertension, maintains a proactive approach to healthcare, regularly attending check-ups and adhering to a balanced diet, while struggling with occasional stress-related spikes in blood pressure. | Thomas, a fitness enthusiast, enjoys hiking in Wekiwa Springs State Park and cheering for their local sports teams, such as the Orlando Magic, while maintaining a disciplined exercise routine. | Thomas, an art lover, attends local art galleries and museums, appreciating the works of Frida Kahlo and Diego Rivera, and finds joy in the rhythmic beats of country music and the energetic moves of salsa dancing. | Thomas, a travel enthusiast, enjoys planning trips to nearby destinations like Savannah and Charleston, balancing relaxation and exploration, and dreams of visiting the vibrant cultural hub of Havana. | Thomas, a food enthusiast, enjoys exploring diverse cuisines, appreciating the rich flavors of Cuban Ropa Vieja and Vietnamese Phở, while occasionally indulging in their love for Southern-style barbecue. | Thomas, a 56-year-old project manager with a passion for art, food, and travel, balances their disciplined professional life with a love for diverse cultural experiences. | Thomas, a 56-year-old project manager, is highly disciplined and achievement-oriented, seeking a role in operations or project management that aligns with their values. They are exceptionally organized and detail-oriented, with a strong background in project management and operations. Thomas is proficient in Microsoft ... | Florida | 32712 | |
Hi, it’s Kenneth. I need to schedule a follow up for this constupation issue I've been having. It's really not getting better and the bloating is making it hard to focus at work. I've been trying to drink more water like we talked about last time but it hasn't helped much at all and I'm getting pretty worried about it.... | [
"Schedule follow-up for persistent constipation",
"Persistent bloating and unresolved constipation",
"Schedule appointment for worsening digestive symptoms",
"Urgent follow-up for worsening GI concerns",
"Request visit for non-resolving abdominal symptoms"
] | Routine follow-up request | scheduling | Constipation or difficulty passing stool | false | none | none | 569a0c3f-f7e2-465e-b1a8-20f8e67f7c5f | Kenneth | D | Morgan | Male | 71 | Coggon Rd | Brandon | FL | Hillsborough County | 33511 | USA | 50 | separated | graduate | business | manager | white | {
"description": "Generally prefers structure and predictability. Tends to be practical and focused on immediate realities.",
"label": "low",
"t_score": 39
} | {
"description": "Often relaxed about obligations and somewhat disorganized. Values flexibility over strict planning.",
"label": "low",
"t_score": 38
} | {
"description": "Sociable, outgoing, and energetic. Enjoys group activities and being around others.",
"label": "high",
"t_score": 57
} | {
"description": "Generally cooperative but can be assertive. Balances compassion with self-interest.",
"label": "average",
"t_score": 51
} | {
"description": "Experiences more negative emotions than average. Prone to worry and sensitive to stress.",
"label": "high",
"t_score": 64
} | Kenneth's cultural background reflects his white ethnicity and the broader American culture in which he was raised. He values the importance of hard work and individualism, which are often associated with American culture. However, he also has a strong sense of community and empathy, reflecting the influence of his agr... | Kenneth has a strong background in business management, with a focus on strategic planning and team leadership. He has a talent for identifying organizational inefficiencies and implementing practical solutions to improve productivity. His years of experience have honed his negotiation skills, and he is known for his a... | ['strategic planning', 'team leadership', 'negotiation', 'financial analysis', 'data-driven decision-making'] | Kenneth's career goals are a blend of ambition and stability. He aims to continue advancing in his managerial role, with a long-term goal of moving into a senior executive position. However, he also values work-life balance and prefers roles that offer a predictable schedule and low stress. He is motivated by the desir... | In his free time, Kenneth enjoys socializing with friends and colleagues, often organizing group activities such as golfing or fishing trips. He has a passion for live music and frequently attends concerts and festivals. Despite his busy schedule, he also finds time for more solitary pursuits, such as reading business ... | ['group activities (golfing, fishing)', 'live music events', 'reading (business books, biographies)'] | Kenneth, a business manager with a knack for strategic planning and team leadership, is known for his assertive yet cooperative communication style and his ability to use data-driven insights for decision-making. | Kenneth, a finance-savvy individual, prefers a balanced portfolio, investing in blue-chip stocks and real estate, reflecting his practical and cautious approach to finances, yet he also enjoys spending on experiences like concerts and trips, balancing his need for stability with his desire for leisure. | Kenneth, a 50-year-old business manager, occasionally neglects his high blood pressure and cholesterol, often indulging in rich, comfort foods, yet he appreciates the importance of regular check-ups and is known to be a cooperative patient, valuing the advice of his healthcare providers. | Kenneth, a sports enthusiast, enjoys the camaraderie of golfing with colleagues and friends, often attending PGA tournaments, and is known to be a loyal fan of the New England Patriots, reflecting his competitive and social nature. | Kenneth's love for live music, particularly blues and jazz, often leads him to festivals featuring artists like Buddy Guy and Wynton Marsalis, where he can combine his social nature with his appreciation for the arts. | Kenneth, a seasoned traveler, prefers a mix of relaxation and adventure, often planning trips to destinations like Hawaii and Costa Rica, where he can combine beach relaxation with activities like hiking and snorkeling. | Kenneth, a food lover, appreciates the comfort of classic American dishes like steak and potatoes, yet also enjoys the occasional gourmet experience, often dining at upscale restaurants, reflecting his balance of comfort and sophistication. | Kenneth, a 50-year-old business manager, is a sociable, outgoing individual who balances his competitive nature with a love for leisure and the arts, often indulging in rich foods and neglecting his health, yet valuing the advice of his healthcare providers. | Kenneth, a 50-year-old business manager, embodies the values of hard work and individualism, reflecting his American cultural upbringing. His career goals are a blend of ambition and stability, aiming for a senior executive position while valuing work-life balance. His hobbies include socializing with friends, attendin... | Florida | 33511 | |
Hello, this is Kathleen Foxx. I started the Celebrexe for my arthritis last Tuesday but I've been having some pretty bad heart burn and a sour taste in my mouth since then. I tried some ginger tea but it hasn't helped much. Should I stop the medication or is this a normal side effect? I'm a bit worried about it irritat... | [
"New medication side effect inquiry",
"Heartburn and acid reflux from Celebrex",
"Seeking guidance on continuing Celebrex",
"Stomach irritation from new Celebrex prescription",
"Reporting adverse reactions to Celebrex"
] | Medication side effect or tolerance question | medications | Heartburn, reflux, or indigestion | false | none | none | 3a9679dd-5a64-4faa-9893-c84dd8bbe51c | Kathleen | Ricci | Foxx | Female | 1,123 | East St | Boca Raton | FL | Palm Beach County | 33486 | USA | 59 | never_married | associates | null | financial_or_investment_analyst | white | {
"description": "Generally prefers structure and predictability. Tends to be practical and focused on immediate realities.",
"label": "low",
"t_score": 43
} | {
"description": "Exceptionally organized and disciplined. Strongly focused on achievement and meeting high standards.",
"label": "very high",
"t_score": 67
} | {
"description": "Generally reserved and comfortable with solitude. Prefers small groups to large gatherings.",
"label": "low",
"t_score": 41
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 60
} | {
"description": "Experiences more negative emotions than average. Prone to worry and sensitive to stress.",
"label": "high",
"t_score": 58
} | Kathleen's cultural background reflects her Irish-American heritage, which is characterized by a strong sense of community and a deep appreciation for tradition. She is proud of her roots and often incorporates elements of her culture into her daily life, such as cooking traditional Irish dishes and decorating her home... | Kathleen Ricci Foxx has honed her financial and investment analysis skills over the course of her career, becoming proficient in financial forecasting, risk management, and portfolio management. She is also highly adept at using various analytical tools and software, such as Bloomberg Terminal and Excel. Her strong wor... | ['financial forecasting', 'risk management', 'portfolio management', 'use of analytical tools', 'attention to detail', 'organizational skills'] | Kathleen's career goals and ambitions are centered around achieving a high level of success and recognition in her field. She aspires to become a senior financial analyst, using her exceptional organizational skills and focus on achievement to excel in her role. However, she also values stability and security, and is c... | In her personal time, Kathleen enjoys quiet, introspective activities, such as reading, gardening, and painting, which align with her reserved nature and preference for small groups. She is a member of a local book club and regularly attends art exhibitions. Additionally, she is a volunteer at a local community center,... | ['reading', 'gardening', 'painting', 'book club member', 'attends art exhibitions', 'volunteer work'] | Kathleen, a dedicated financial analyst, leverages their exceptional organizational skills, attention to detail, and proficiency in financial forecasting and risk management to excel in their field and maintain a balanced work-life. | Kathleen, a seasoned financial analyst, is a meticulous planner and investor, preferring long-term, low-risk investments such as index funds and bonds, and maintaining a balanced budget that reflects their cautious approach to spending and saving. | Kathleen, a 59-year-old with a history of arthritis, often neglects their own health in favor of caring for others, and prefers a holistic approach to healthcare, incorporating herbal remedies and a balanced diet. | Kathleen, a disciplined and organized individual, prefers structured exercise routines such as yoga and swimming, and enjoys supporting their local sports teams, the Boston Celtics and the New England Patriots, while avoiding large crowds at live events. | Kathleen, a lover of the arts, finds solace in the works of Irish painters like Jack B. Yeats and William Orpen, and enjoys attending local art exhibitions and performances at the Boston Symphony Orchestra. | Kathleen, a planner at heart, prefers well-organized trips to culturally rich destinations such as Paris and Dublin, and enjoys exploring local cuisine, museums, and historical sites. | Kathleen, an avid home cook, enjoys preparing traditional Irish dishes such as colcannon and shepherd's pie, and appreciates the value of fresh, locally-sourced ingredients. | Kathleen, a disciplined and organized professional, is a lover of the arts and culture, and finds solace in quiet, introspective activities such as reading, gardening, and painting. | Kathleen, a 59-year-old financial analyst, has honed her financial and investment analysis skills over the course of her career, becoming proficient in financial forecasting, risk management, and portfolio management. In her personal time, she enjoys quiet, introspective activities, such as reading, gardening, and pain... | Florida | 33486 | |
Hi, this is Felix Monjarez. I had to go to the urgant care over the weekend for a bad rash and hives that started on my legs and is moving to my stomach. They gave me a script for a cream but told me I need to follow up with my primary office within a few days. I'm a bit worried since it's still itchy and spreading. Do... | [
"Urgent care follow-up for spreading rash",
"Worsening hives and spreading skin rash",
"Appointment request for worsening skin reaction",
"Urgent evaluation for spreading hives",
"Schedule urgent follow-up for skin hives"
] | Post urgent-care or ER follow-up | clinical_follow_up | Rash, hives, or generalized skin reaction | false | none | none | 3bb34307-064a-476e-bc00-fad4aff72484 | Felix | Galvez | Monjarez | Male | 76 | 3rd Ave | Fort Lauderdale | FL | Broward County | 33331 | USA | 32 | married_present | associates | null | personal_care_aide | nicaraguan | {
"description": "Generally prefers structure and predictability. Tends to be practical and focused on immediate realities.",
"label": "low",
"t_score": 40
} | {
"description": "Maintains balance between organization and flexibility. Reasonably reliable and attentive to responsibilities.",
"label": "average",
"t_score": 51
} | {
"description": "Balances social interaction with need for alone time. Moderately talkative in social situations.",
"label": "average",
"t_score": 46
} | {
"description": "Sometimes skeptical of others' intentions. More competitive than cooperative in approach.",
"label": "low",
"t_score": 44
} | {
"description": "Experiences more negative emotions than average. Prone to worry and sensitive to stress.",
"label": "high",
"t_score": 61
} | Felix is proud of his Nicaraguan heritage and incorporates it into his daily life. He maintains strong connections with his family and community, often participating in cultural events and celebrations in Fort Lauderdale's Nicaraguan community. His practical and focused nature reflects the importance of hard work and p... | Felix has developed a strong set of skills in his role as a personal care aide, including empathy, patience, and attention to detail. His practical nature and focus on immediate realities have helped him excel in providing care to his clients. His moderate talkativeness and balance between organization and flexibility ... | ['empathy', 'patience', 'attention to detail', 'rapport building', 'client management'] | Felix is dedicated to his role as a personal care aide, valuing the stability and predictability it offers. However, he aspires to further his education and pursue a career in nursing, a goal that aligns with his conscientious and practical nature. Despite his competitive streak, Felix is aware of his sensitivity to st... | Felix enjoys a range of hobbies and interests that cater to his need for both social interaction and alone time. He is a fan of Latin American literature, which satisfies his curiosity and openness to new ideas. He also enjoys playing soccer, a sport that allows him to channel his competitive nature and maintain physic... | ['reading latin american literature', 'playing soccer', 'gardening'] | Felix, a dedicated personal care aide, stands out for their empathy, patience, and attention to detail, with aspirations to further their education and transition into a nursing career. | Felix, with a practical and focused approach to finances, prefers a conservative investment strategy, opting for low-risk mutual funds and maintaining a monthly budget to ensure financial stability. | Felix, managing occasional bouts of anxiety, values regular check-ups and open communication with their healthcare provider, often using mindfulness techniques to manage stress. | Felix, a dedicated soccer fan, passionately supports the Fort Lauderdale Strikers, often spending weekends cheering them on and occasionally joining local pick-up games to stay active. | Felix, with a deep appreciation for Latin American literature, often loses themselves in the works of Gabriel García Márquez and Isabel Allende, finding solace and inspiration in their vivid storytelling. | Felix, who enjoys a balance of relaxation and adventure, dreams of visiting the historic streets of Granada, Nicaragua, and the serene beaches of San Juan del Sur, preferring to plan trips months in advance. | Felix, a fan of traditional Nicaraguan cuisine, enjoys cooking gallo pinto and vigorón, often experimenting with new recipes and ingredients on weekends. | Felix, a competitive and practical individual, balances their love for soccer and Latin American literature with a dedication to their personal care aide role and aspirations in nursing. | Felix, a 32-year-old personal care aide, is deeply connected to their Nicaraguan heritage, reflected in their appreciation for Latin American literature and traditional cuisine. They are practical and focused, valuing stability and predictability in their career. However, Felix also has a competitive streak and is pron... | Florida | 33331 | |
Hi, I just saw my lab results on the portal and noticed my BNP is high. I’m a bit worried because my ankles and legs have been so swollen lately that my shoes barely fit. Since I already take medicine for my blood presure, I wanted to see if I need to change something or come in for an appointment soon. Please let me k... | [
"High BNP and leg swelling review",
"Heart failure symptoms and fluid retention",
"Medication adjustment and appointment request",
"Urgent evaluation for worsening leg swelling",
"Abnormal BNP and worsening ankle edema"
] | Follow-up on an abnormal result | labs | Leg swelling | false | none | none | 0931a7a1-47d3-40fb-bc52-47720263fe4d | Jasmine | Mercedes | Garcia | Female | 227 | Ritz Carlton Highlands Dr | Fort Myers | FL | Lee County | 33919 | USA | 60 | married_present | high_school | null | not_in_workforce | guatemalan | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 54
} | {
"description": "Organized, reliable, and methodical. Plans ahead and follows through on commitments.",
"label": "high",
"t_score": 60
} | {
"description": "Highly sociable and draws energy from others. Very talkative and comfortable being center of attention.",
"label": "very high",
"t_score": 74
} | {
"description": "Generally cooperative but can be assertive. Balances compassion with self-interest.",
"label": "average",
"t_score": 52
} | {
"description": "Experiences more negative emotions than average. Prone to worry and sensitive to stress.",
"label": "high",
"t_score": 61
} | Raised in a tight-knit Guatemalan community in Fort Myers, Jasmine's cultural identity is deeply rooted in her family's traditions. She's active in her local church and participates in community events, often leading traditional dances and sharing stories of her heritage. Her openness to new ideas has led her to explor... | Jasmine has honed her organizational skills through years of managing her bustling household and community events. She's proficient in Spanish and English, and has a knack for cooking traditional Guatemalan dishes, which she often shares at local cultural fairs. Her curiosity drives her to learn new technologies, and s... | ['event planning and coordination', 'bilingual (spanish and english)', 'traditional guatemalan cooking', 'basic computer skills', 'community organizing'] | Although not currently working, Jasmine has always dreamt of opening a small restaurant or catering business, where she can share her love for Guatemalan cuisine and create a welcoming space for her community. Her ambition is tempered by her need for stability and security, so she's currently exploring small business c... | Jasmine loves hosting gatherings at her home, where she enjoys being the center of attention, entertaining guests with her lively stories and laughter. She's a member of a local book club, where her practical nature helps guide discussions, and her curiosity leads her to suggest new, thought-provoking reads. She also e... | ['hosting social gatherings', 'reading (especially historical and cultural fiction)', 'gardening', 'attending community events', 'book club member'] | Jasmine, a highly organized and sociable homemaker, balances her duties with attending small business courses to prepare for her dream of opening a restaurant, drawing inspiration from her love of traditional Guatemalan cooking. | Jasmine, a 60-year-old mother and homemaker, is cautious with her finances, preferring to save and invest in low-risk ventures, such as Certificates of Deposits (CDs) and municipal bonds, to ensure stability and security for her future endeavors. | Jasmine, who has a history of high blood pressure, manages her condition through regular doctor visits, a balanced diet, and daily exercise, while also sharing her knowledge of traditional Guatemalan herbal remedies with her community. | Jasmine enjoys a leisurely walk around her neighborhood or a day at the park, rather than engaging in competitive sports, though she occasionally cheers for the Miami Marlins during baseball season. | Jasmine, an active participant in her local community, often attends cultural events and traditional dance performances, while also sharing her love for books through her lively participation in a book club. | Jasmine, who enjoys exploring new places, has a desire to travel to Guatemala to reconnect with her heritage and learn more about the country's culinary secrets, but is currently focused on establishing her business. | Jasmine, a culinary enthusiast, excels at creating traditional Guatemalan dishes like Pepián and Jocón, often serving them at community events and gathering friends and family around her table for heartwarming meals. | Jasmine is a 60-year-old homemaker with a passion for traditional Guatemalan cooking, who balances her love for hosting gatherings with her practical nature and curiosity for new ideas. | Jasmine, a 60-year-old homemaker, has spent her life honing her organizational skills and building a strong sense of community. Her love for cooking traditional Guatemalan dishes is matched by her desire to share them with others, inspiring her dream of opening a restaurant. Jasmine's practicality and curiosity guide h... | Florida | 33919 | |
Hello, this is Mirna Zuniga checking in about my anxiety as requested. I've been feeling quite good overall, but lately I've had some trouble falling asleep and a bit of chest tighness when I'm busy with my volunteer work. I am still taking the Escitalopram daily but wanted to see if you think we should adjust anything... | [
"Anxiety follow-up and medication review",
"Chest tightness and sleep issues",
"Request for medication adjustment or appointment",
"Priority evaluation of new chest symptoms",
"Mental health update with chest discomfort"
] | Mental health check-in | clinical_follow_up | Anxiety, panic, or overwhelming stress symptoms | false | none | none | 489632ed-0acd-4536-9209-2148f0f2381e | Mirna | A | Zuniga | Female | 206 | East Laramie Drive | Boynton Beach | FL | Palm Beach County | 33435 | USA | 66 | married_present | associates | null | not_in_workforce | venezuelan | {
"description": "Curious and appreciative of art, new ideas, and varied experiences. Open to unconventional thinking.",
"label": "high",
"t_score": 63
} | {
"description": "Maintains balance between organization and flexibility. Reasonably reliable and attentive to responsibilities.",
"label": "average",
"t_score": 49
} | {
"description": "Sociable, outgoing, and energetic. Enjoys group activities and being around others.",
"label": "high",
"t_score": 57
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 56
} | {
"description": "Exceptionally calm and resilient. Rarely experiences negative emotions like anxiety or sadness.",
"label": "very low",
"t_score": 29
} | Mirna's Venezuelan heritage is a significant part of her identity. She is proud of her roots and often incorporates elements of her culture into her daily life. She loves cooking traditional Venezuelan dishes for her family and friends, and she is known for her delicious arepas and cachapas. She also enjoys attending l... | Mirna's years of life experience and her diverse interests have equipped her with a wide range of skills and expertise. She is an excellent cook, with a specialty in Venezuelan cuisine. Her love for art has given her a keen eye for aesthetics and design. Her outgoing and sociable nature has also made her a great commun... | ['cooking (venezuelan cuisine)', 'art appreciation and design', 'communication and teamwork', 'organization and reliability'] | Although Mirna is not currently in the workforce, she has a strong desire to contribute to her community. She is considering volunteering at a local art center or becoming a docent at a museum, where she can share her love for art and culture with others. Her calm and resilient nature, combined with her reliability and... | Mirna's love for art, new experiences, and group activities leads her to enjoy visiting local art galleries and museums. She is a regular at the Boynton Beach Arts District and often participates in community art projects. Her outgoing and energetic personality also makes her an active member of a local Latin dance gro... | ['visiting art galleries and museums', 'participating in community art projects', 'latin dancing', 'reading and discussing books'] | Mirna, with their excellent communication skills and love for art, is considering volunteering at a local art center or becoming a museum docent, leveraging their reliability and sociable nature. | Mirna, with their keen sense of responsibility, is a diligent saver, preferring low-risk investments like bonds and mutual funds; they also enjoy budgeting for local art events and community projects. | Mirna, a paragon of resilience, maintains a healthy lifestyle and rarely experiences negative emotions, managing minor age-related ailments with grace and a positive outlook. | Mirna, with their energetic personality, enjoys staying active through Latin dance and engaging in social sports, such as joining a local bowling league or golf club. | Mirna, an aficionado of the arts, finds inspiration in the works of Frida Kahlo and Diego Rivera, attending local art galleries, and actively participating in community art projects in Boynton Beach. | Mirna, with their appreciation for new experiences, enjoys leisurely trips to culturally rich destinations like Mexico City and Paris, while also exploring local art festivals and events. | Mirna, an exceptional cook, specializes in Venezuelan delicacies, particularly their renowned arepas and cachapas, often hosting get-togethers for friends and family. | Mirna, a 66-year-old art enthusiast, combines their love for Venezuelan culture, cooking, and socializing to enrich their community through volunteer work and cultural events. | Mirna, a 66-year-old art enthusiast, is an embodiment of their Venezuelan heritage, infusing it into their daily life through cooking traditional dishes like arepas and cachapas. Their love for art extends to visiting local galleries and museums, participating in community projects, and enjoying the works of artists li... | Florida | 33435 | |
Hello, I’m reaching out because I haven’t had a normal bowel movement in about 5 days now. I’ve been very disciplined with my water intake and tried natural remedies like prune juice, but the bloating and straining are becoming quite uncomfortable. Do you recommend I try an OTC like Mirralax, or is it time to schedule ... | [
"Constipation advice and appointment request",
"Persistent constipation and abdominal bloating",
"Requesting OTC constipation medication advice",
"Urgent evaluation for five-day constipation",
"Clinical triage for worsening bowel discomfort"
] | Non-visit symptom advice request | triage | Constipation or difficulty passing stool | false | none | none | 19450bfb-2d6d-4bf6-b966-5298596aa98e | Ruth | Jewel | Everett | Female | 89 | Old East National Rd | Sarasota | FL | Sarasota County | 34232 | USA | 33 | married_present | bachelors | stem | computer_occupation | white | {
"description": "Curious and appreciative of art, new ideas, and varied experiences. Open to unconventional thinking.",
"label": "high",
"t_score": 63
} | {
"description": "Exceptionally organized and disciplined. Strongly focused on achievement and meeting high standards.",
"label": "very high",
"t_score": 68
} | {
"description": "Generally reserved and comfortable with solitude. Prefers small groups to large gatherings.",
"label": "low",
"t_score": 39
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 62
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 47
} | Ruth was raised in a middle-class family in Sarasota, with strong Southern influences. Her parents encouraged her curiosity and love for learning, exposing her to various cultural experiences. She is deeply rooted in American culture but has a strong appreciation for diversity, having traveled to several countries duri... | Ruth is proficient in several programming languages, with a strong foundation in Python and Java. She excels in data analysis and visualization, using tools like Tableau and Power BI. Her organizational skills are evident in her ability to manage complex projects and mentor junior team members. She also has a talent fo... | ['python', 'java', 'data analysis', 'data visualization', 'project management', 'mentoring', 'problem-solving', 'attention to detail'] | Ruth aspires to lead a tech team that combines innovative thinking with meticulous execution. She aims to create a work environment that values collaboration and continuous learning, while maintaining high standards of performance. Her long-term goal is to develop cutting-edge software that positively impacts society. | Ruth enjoys exploring art galleries and museums, often visiting the Ringling Museum of Art in Sarasota. She appreciates varied experiences and is open to trying new cuisines, often attending local food festivals with her husband. She also enjoys hiking in the nearby Myakka River State Park, finding solace in nature. Ru... | ['art appreciation', 'trying new cuisines', 'hiking', 'reading non-fiction'] | Ruth, a tech team leader, leverages their exceptional organizational skills and problem-solving abilities to foster a collaborative, learning-focused work environment, while maintaining high performance standards. | Ruth, with a strong focus on achievement, meticulously saves and invests in a diversified portfolio of stocks, ETFs, and bonds, prioritizing long-term growth and stability, and regularly evaluates their financial plan to ensure alignment with their goals. | Ruth, a 33-year-old tech professional, is disciplined in managing their mild insomnia with a strict sleep routine and regular exercise, preferring natural remedies over medication, and is keen on researching the latest sleep technologies to improve their sleep quality. | Ruth, a fan of the Tampa Bay Buccaneers, enjoys outdoor activities like hiking and cycling, and maintains a regular fitness routine to balance their sedentary work life. | Ruth, a lover of the arts, often visits the Ringling Museum of Art, appreciating the works of Georgia O'Keeffe and Norman Rockwell, and finds solace in reading non-fiction books that challenge their perspectives. | Ruth, a travel enthusiast, enjoys exploring new cultures and destinations, from the bustling streets of Tokyo to the serene landscapes of Iceland, and plans their trips meticulously to maximize their experiences. | Ruth, an open-minded food enthusiast, enjoys experimenting with different cuisines, from exotic Thai curries to traditional Southern comfort food, and is known for their homemade seafood gumbo, a nod to their Southern roots. | Ruth, a tech professional with a love for art and new experiences, is known for their disciplined approach to life, preference for small gatherings, and a penchant for homemade seafood gumbo. | Ruth, a 33-year-old tech professional from Sarasota, aspires to lead a tech team that combines innovation with meticulous execution. Their upbringing in a middle-class family, coupled with their love for learning, has instilled in them a strong appreciation for diversity and a desire for continuous learning. Ruth's pro... | Florida | 34232 | |
Hi, this is Caralee. I had a quick question following my visit on Tuesday for my knee swelling. You mentioned starting the Naprosen twice a day if the stiffness didn't improve, but I wasn't sure if I should keep taking my usual Ibuprofin along with it or stop that one entirely? It's still pretty tight after being on my... | [
"Medication clarification after recent visit",
"Knee swelling and stiffness medication",
"Safety check for combining medications",
"Direction on Naproxen and Ibuprofen",
"Clarification on knee pain medication dosage"
] | Post-visit clarification question | clinical_follow_up | Joint pain or swelling | false | none | none | 1da2021b-3daf-4e44-9550-817be2fb211b | Caralee | A | Tinnell | Female | 171 | Grace Creek Rd | Brandon | FL | Hillsborough County | 33511 | USA | 41 | separated | associates | null | engineer | white | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 46
} | {
"description": "Maintains balance between organization and flexibility. Reasonably reliable and attentive to responsibilities.",
"label": "average",
"t_score": 54
} | {
"description": "Sociable, outgoing, and energetic. Enjoys group activities and being around others.",
"label": "high",
"t_score": 59
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 61
} | {
"description": "Emotionally stable and handles stress well. Not easily upset by challenging situations.",
"label": "low",
"t_score": 40
} | Growing up in Brandon, Caralee was exposed to a mix of Southern and Florida cultures. Her family's white, working-class background instilled in her a sense of practicality and hard work. Her curiosity about different cultures has led her to join a local international food cooperative, where she enjoys learning about an... | Caralee's skill set reflects her balance of curiosity and practicality. She's proficient in several engineering software tools and has a strong understanding of mechanical systems. Her outgoing nature has also made her an effective communicator and team player, skills she's honed through her involvement in community th... | ['proficient in autocad, solidworks, and revit', 'strong understanding of mechanical systems and design', 'effective written and verbal communication skills', 'proven teamwork and leadership abilities', 'fluent in spanish (conversational)', 'certified volunteer coordinator'] | As an engineer, Caralee aims to balance her technical expertise with leadership roles. She's working towards a promotion to become a project manager, where she can utilize her organizational skills and sociability to lead teams. She also wants to mentor younger engineers, sharing her practical experience and encouragin... | Caralee enjoys a mix of social and creative hobbies that cater to her outgoing nature and appreciation for both structure and flexibility. She's part of a local hiking group, exploring the trails of Hillsborough County, and also takes part in community theater productions, where her organizational skills help keep rehe... | ['hiking and outdoor activities', 'community theater and performing arts', 'cooking and trying new recipes', 'attending local music and cultural events', 'volunteer work, particularly with environmental and community organizations'] | As an engineer with a strong understanding of mechanical systems, Caralee's outgoing nature and organizational skills make them an effective communicator and team player, enabling them to excel in project management and mentorship roles. | Caralee practices a balanced approach to financial management, with a focus on saving for the future and the occasional splurge on travel or culinary experiences; they are not afraid to invest in long-term financial instruments, such as index funds, while still maintaining an emergency savings account. | Caralee maintains a generally healthy lifestyle, with a tendency to occasionally indulge in comfort foods; they have a history of minor joint pain, which they inconsistently address with exercise and stretching, and are prone to ignoring symptoms until they become more noticeable. | Caralee's athletic interests lean towards outdoor activities and team sports, with a particular affinity for hiking and the local hockey team, the Tampa Bay Lightning; they enjoy the camaraderie of group exercise and the thrill of cheering on their favorite team. | As an active participant in community theater productions, Caralee brings her organizational skills to the stage, often taking on behind-the-scenes roles to ensure smooth rehearsals and performances; on occasion, they also enjoy embodying characters from plays by Tennessee Williams, reflecting their Southern upbringing... | Caralee's travel interests balance relaxation and adventure, with a preference for exploring trails in the Hillsborough County and attending cultural events, such as the International Food Festival in Tampa, where they can immerse themselves in a diverse mix of flavors and experiences. | An amateur chef with a passion for international cuisine, Caralee enjoys experimenting with unique ingredients, such as saffron and lemongrass, in their home-cooked meals; they frequently host potlucks, where dishes like Jamaican jerk chicken and Moroccan couscous are shared among friends. | A curious and practical engineer with a love for the arts and international cuisine, Caralee brings their organizational skills and sociability to both their professional and leisure pursuits, with a tendency to indulge in comfort foods and ignore minor health issues. | Caralee's unique perspective and approach to life emerge from a blend of curiosity and practicality, inherited from their white, working-class upbringing in Brandon; as an engineer with a strong understanding of mechanical systems, they balance their technical expertise with leadership roles, mentoring younger engineer... | Florida | 33511 | |
Hi, I am sorry to reach out after hours. I've been having some burning when I go to the bathrom for a few days and I tried some home remedies, but it is getting worse. I noticed a little blood in my urine tonight and I am feeling very run down and achy. Could someone call me back as soon as the office opens tomorrow? I... | [
"Urgent appointment for urinary tract symptoms",
"Worsening painful urination with blood",
"Priority morning callback for urinary pain",
"Immediate triage for bloody urine and aches",
"Expedited morning evaluation for blood in urine"
] | After-hours callback request | triage | Urinary symptoms or possible UTI | true | subtle | Subtle red flags | 61b2b12f-2083-47cf-af3a-367e880a1073 | Jasmine | Lucia | Luaces | Female | 89 | SW 5th Ave | Tampa | FL | Hillsborough County | 33617 | USA | 31 | married_present | graduate | arts_humanities | elementary_or_middle_school_teacher | puerto rican | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 52
} | {
"description": "Maintains balance between organization and flexibility. Reasonably reliable and attentive to responsibilities.",
"label": "average",
"t_score": 51
} | {
"description": "Generally reserved and comfortable with solitude. Prefers small groups to large gatherings.",
"label": "low",
"t_score": 39
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 61
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 52
} | Jasmine's Puerto Rican heritage plays a significant role in her life. She is proud of her cultural background and often incorporates elements of Puerto Rican history and culture into her teaching. She is also an advocate for cultural diversity and inclusivity in her school and community. She enjoys cooking traditional ... | Jasmine's skills and expertise are a blend of her academic background in arts and humanities and her teaching experience. She is proficient in creative teaching techniques, integrating art and literature into her lessons. Her conscientiousness and practicality have helped her develop strong organizational skills, enabl... | ['creative teaching techniques', 'classroom management', 'differentiated instruction', 'art and literature integration', 'organizational skills'] | Jasmine's career goals and ambitions are a balance of her desire to grow professionally and her need for stability. She aspires to become a curriculum developer, leveraging her creativity and practicality to design engaging and effective lesson plans. She also hopes to complete a Master's degree in Education to further... | Jasmine's hobbies and interests reflect her reserved nature and her love for creativity. She enjoys spending her free time reading, particularly historical fiction and poetry. She also has a passion for painting and often uses this as a stress-relieving activity. Occasionally, she attends art exhibitions or literary ev... | ['reading historical fiction and poetry', 'painting', 'attending art exhibitions and literary events', 'cooking traditional puerto rican dishes', 'celebrating cultural events and festivals'] | Jasmine, a dedicated teacher, combines her creativity and practicality to design engaging lesson plans, leveraging her skills in differentiated instruction and classroom management to cater to diverse student needs, while also aspiring to become a curriculum developer. | Jasmine, a financially conscious individual, maintains a balanced approach to money, saving for her future Master's degree while also indulging in her love for books and art supplies, often budgeting for these purchases in advance. | Jasmine, a conscientious 31-year-old teacher, maintains a balanced approach to healthcare, prioritizing regular check-ups and preventive care while also being open to alternative treatments, often incorporating herbs and spices from her cultural background into her wellness routine. | Jasmine, a reserved individual, prefers low-intensity sports like yoga and pilates, finding solace in the tranquility and self-reflection these activities offer, over the high-energy team sports popular in her local Tampa community. | Jasmine, an avid reader of historical fiction and poetry, enjoys the works of Gabriel García Márquez and Pablo Neruda, often drawing inspiration from their narratives for her own painting, which she uses as a creative outlet and stress-reliever. | Jasmine, a lover of cultural immersion, prefers to travel to destinations rich in history and art, such as Spain and Mexico, often planning her trips around cultural festivals and museums, while also ensuring to maintain a balance with her work and personal life. | Jasmine, a skilled cook, enjoys preparing traditional dishes from her cultural background, such as arroz con gandules and pasteles, often sharing these meals with her family and friends during cultural festivals and events. | Jasmine, a 31-year-old teacher, is a reserved yet kind individual who balances her love for creativity and cultural traditions with practicality and financial responsibility. | Jasmine, a 31-year-old teacher, embodies a unique blend of creativity and practicality, influenced by her cultural background and personal interests. She enjoys reading historical fiction and poetry, drawing inspiration from authors like Gabriel García Márquez and Pablo Neruda for her own painting, which serves as a cr... | Florida | 33617 | |
Hello, I need to schedule a preop clearance appointment for a minor surgery I have on the 20th. I've been having some of those heart palpitations again lately, so I imagine the surgeon will want an EKG or some labs done. Please let me know when you have an opening this week so I can get the paperwork signed off. | [
"Pre-operative clearance appointment request",
"Heart palpitations and pre-op clearance",
"Pre-op clearance requiring EKG and labs",
"Urgent appointment for pre-op cardiac clearance",
"Pre-surgery evaluation for heart palpitations"
] | Pre-op or procedure clearance request | forms | Palpitations or irregular heartbeat | false | none | none | 1fc5fe7b-a01f-42c8-a13a-8350fb1ea527 | James | Frank | Mott | Male | 303 | Cedar B-1 | Lakeland | FL | Polk County | 33809 | USA | 82 | married_present | bachelors | business | not_in_workforce | white | {
"description": "Curious and appreciative of art, new ideas, and varied experiences. Open to unconventional thinking.",
"label": "high",
"t_score": 59
} | {
"description": "Maintains balance between organization and flexibility. Reasonably reliable and attentive to responsibilities.",
"label": "average",
"t_score": 54
} | {
"description": "Balances social interaction with need for alone time. Moderately talkative in social situations.",
"label": "average",
"t_score": 45
} | {
"description": "Generally cooperative but can be assertive. Balances compassion with self-interest.",
"label": "average",
"t_score": 46
} | {
"description": "Emotionally stable and handles stress well. Not easily upset by challenging situations.",
"label": "low",
"t_score": 37
} | Raised in the rural South, James' cultural background is deeply rooted in Southern traditions and values. His upbringing in a close-knit community instilled in him a strong sense of family and community, while his curiosity and openness have allowed him to appreciate and adopt aspects of other cultures he's encountered... | With a Bachelor's in Business, James has honed skills in leadership, strategic planning, and financial management. His organizational skills, combined with his openness to new ideas, have made him adept at adapting to changing business environments. He's also developed a strong ability to balance the needs of others wi... | ['leadership', 'strategic planning', 'financial management', 'adaptability', "balancing self-interest with others' needs"] | Having retired from his role as a successful business manager, James' current goal is to share his knowledge and experiences with the next generation. He's interested in mentoring young entrepreneurs and helping them navigate the complexities of business. Despite his ambition, he maintains a balanced approach, ensuring... | James' curiosity and appreciation for art have led him to explore various forms of creative expression. He enjoys painting landscapes in his spare time, inspired by the natural beauty of Florida. He's also a member of a local book club, where he can engage in stimulating discussions about literature. His moderate talka... | ['painting', 'reading', 'book club participation'] | James, a retired business manager, leverages his skills in leadership, strategic planning, and financial management to mentor young entrepreneurs, balancing his expertise with a cooperative and compassionate approach. | James, a retired business manager, maintains a balanced approach to finances, investing in a mix of traditional stocks and bonds, while also supporting local businesses and community initiatives, reflecting his Southern values and desire to give back. | James, a proactive patient, manages his hypertension through regular exercise, a healthy diet, and medication, demonstrating his commitment to maintaining his health and independence. | James, a casual sports fan, enjoys watching the Tampa Bay Buccaneers and engaging in low-impact exercises like walking and swimming to stay active. | James, an art enthusiast, finds inspiration in the works of Georgia O'Keeffe and Winslow Homer, often blending their styles in his own landscape paintings, which he creates in his Florida home. | James, a seasoned traveler, prefers leisurely trips to historical and cultural sites, having visited the Smithsonian in Washington D.C. and planning a trip to the Louvre in Paris. | James, a lover of Southern comfort food, enjoys preparing dishes like shrimp and grits and pecan pie, using locally sourced ingredients, and sharing meals with his family and book club members. | James, an 82-year-old retired business manager, combines his Southern roots, love for art, and business acumen to mentor and inspire the next generation, while maintaining a balanced life dedicated to his family, hobbies, and community. | James, an 82-year-old retired business manager, draws from his Southern upbringing, valuing family and community, and his appreciation for art and literature to shape his approach to life. His curiosity and openness have allowed him to adopt elements from various cultures, making him a well-rounded individual. With a B... | Florida | 33809 | |
Hi, this is Jaime Pierre. I’ve been feeling really queasy and have had some bad nausea since yesterday morning, I can’t really keep much food down right now. I also wanted to ask if I should still get my tetnus booster if I’m sick or if we should wait? I am supposed to go on a trip soon and wanted to make sure I'm up t... | [
"Nausea and tetanus booster inquiry",
"Nausea symptoms and tetanus shot timing",
"Illness advice for upcoming tetanus booster",
"Triage for nausea and tetanus booster",
"Urgent assessment of nausea and vaccination"
] | Vaccine request or vaccine question | preventive | Nausea or vomiting | false | none | none | 43de30b1-4221-444e-9b3b-60d4bad5e76f | Jaime | N | Pierre | Female | 105 | South Fannin Street | Orlando | FL | Orange County | 32829 | USA | 37 | never_married | high_school | null | sales_or_related_worker | black | {
"description": "Generally prefers structure and predictability. Tends to be practical and focused on immediate realities.",
"label": "low",
"t_score": 38
} | {
"description": "Often relaxed about obligations and somewhat disorganized. Values flexibility over strict planning.",
"label": "low",
"t_score": 38
} | {
"description": "Balances social interaction with need for alone time. Moderately talkative in social situations.",
"label": "average",
"t_score": 49
} | {
"description": "Exceptionally compassionate and cooperative. Strongly motivated to help others and maintain harmony.",
"label": "very high",
"t_score": 66
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 54
} | Jaime's cultural background as a Black woman in America has shaped her values and worldview. She is proud of her heritage and often participates in cultural events that celebrate Black history and traditions. Her high levels of agreeableness and openness make her receptive to different cultures and perspectives. | Jaime has honed her interpersonal skills through her sales career, making her an effective communicator and negotiator. Her practicality has helped her develop strong problem-solving skills, and her flexibility aids her in adapting to changing situations. Her compassion and cooperative nature have also made her an effe... | ['communication', 'negotiation', 'problem-solving', 'adaptability', 'teamwork'] | Jaime aspires to build a successful career in sales, leveraging her practical and focused nature to navigate the dynamic market. She hopes to secure a managerial role, enabling her to mentor and support her team. Her resilience and desire for stability motivate her to establish a secure financial future. | Jaime enjoys social interactions but also values her alone time. She loves attending community events and festivals in Orlando, which showcase the city's diverse culture. She also enjoys outdoor activities like hiking and biking, and has a passion for cooking traditional African dishes, which she often shares with her ... | ['community events', 'festivals', 'hiking', 'biking', 'cooking'] | Jaime, a seasoned sales professional, is known for their exceptional interpersonal and problem-solving skills, making them an adept team player and negotiator, with aspirations to lead and mentor others in a managerial role. | Jaime, a practical and focused individual, manages their finances meticulously, prioritizing long-term financial stability by maintaining a balanced budget and investing in low-risk mutual funds to support their dream of financial security. | Jaime, a health-conscious individual, proactively monitors their occasional hypertension and maintains a balanced diet and active lifestyle, placing high importance on regular check-ups with their primary care physician. | Jaime, an avid biker and hiker, enjoys the outdoorsy lifestyle of Orlando and occasionally supports the Orlando Magic, balancing their love for sports with socializing and exploring the diverse cultural events the city has to offer. | Jaime, a lover of artistic expression, enjoys attending Orlando's cultural festivals and events that celebrate Black history and traditions, often admiring artists like Kehinde Wiley and Amy Sherald, who creatively capture their cultural roots. | Jaime, an adventurous spirit, dreams of exploring the rich cultural tapestry of West Africa, hoping to delve into the continent's vibrant music, art, and culinary scenes, while also soaking in the continent's stunning natural landscapes. | Jaime, a culinary enthusiast with a passion for traditional African dishes, loves hosting dinner parties where they share their mouthwatering jollof rice and egusi soup, delighting guests with the rich flavors and aromas of their heritage. | Jaime, a practical yet compassionate soul, enjoys balancing their dynamic sales career with cultural exploration, outdoor adventures, and culinary delights, all while fostering their passion for mentoring and community engagement. | Jaime is a 37-year-old sales professional with a unique blend of practicality and compassion. They thrive in their career, leveraging their strong problem-solving and interpersonal skills to excel in sales. They aspire to mentor and support a team in a managerial role, drawing upon their experiences and resilience. Jai... | Florida | 32829 | |
Hi, this is Luisa Sandino. I realized I am likely overdue for a tetanus booster and was wondering if I could get the flu shot at the same time? I have some travel coming up for work and wanted to see if you have any walk-in times or if I need an appt later this week. Let me know what the current protocol is for vaccine... | [
"Vaccination and scheduling inquiry",
"Tetanus booster and flu shot request",
"Requesting vaccine walk-in or appointment",
"Inquiry on vaccine walk-in protocol",
"Scheduling vaccines for upcoming travel"
] | Vaccine request or vaccine question | preventive | No specific medical condition | false | none | none | 5762bab7-68d6-4101-be08-775805532f43 | Luisa | A | Sandino | Female | 59 | Locust Avenue | Hollywood | FL | Broward County | 33020 | USA | 43 | never_married | graduate | stem | mathematical_science_occupation | colombian | {
"description": "Highly imaginative and intellectually curious. Strongly drawn to novelty, art, and abstract concepts.",
"label": "very high",
"t_score": 72
} | {
"description": "Spontaneous and flexible, often resisting structure. May struggle with organization and deadlines.",
"label": "very low",
"t_score": 28
} | {
"description": "Balances social interaction with need for alone time. Moderately talkative in social situations.",
"label": "average",
"t_score": 46
} | {
"description": "Exceptionally compassionate and cooperative. Strongly motivated to help others and maintain harmony.",
"label": "very high",
"t_score": 65
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 52
} | Luisa A Sandino, a Colombian-American, was born and raised in Hollywood, FL. She grew up immersed in the rich cultural tapestry of the area, which is known for its diverse population and vibrant Latin American influences. Luisa's Colombian heritage has instilled in her a strong sense of family, community, and a love fo... | Luisa's skills and expertise are a reflection of her intellectually curious and imaginative nature. Her strong foundation in STEM and her mathematical science occupation has equipped her with a deep understanding of complex concepts and the ability to apply them to real-world situations. She is highly skilled in mathem... | ['mathematical modeling', 'data analysis', 'problem-solving', 'creative thinking', 'continuous learning'] | Luisa's career goals and ambitions are guided by her strong intellect and curiosity. Her background in STEM and her mathematical science occupation have provided her with a solid foundation to explore novel concepts and pursue innovative solutions. She aspires to use her skills and knowledge to make a significant impac... | Luisa's hobbies and interests reflect her high level of openness and her balanced approach to social interaction. She enjoys exploring abstract concepts and expressing her creativity through various forms of art, such as painting and music. Her compassionate and cooperative nature also draws her to activities that invo... | ['painting', 'music', 'volunteering', 'community events', 'socializing with friends and family'] | Luisa is a highly imaginative and intellectually curious mathematical scientist, driven by a desire to make a significant impact in their field through innovative research and cutting-edge technologies, while also maintaining a balanced and resilient approach to their career. | Luisa is a thoughtful and strategic planner when it comes to finances, with a diversified investment portfolio that includes a mix of stocks, bonds, and real estate, while also prioritizing charitable giving and supporting local community initiatives. | Luisa, a 43-year-old mathematical scientist, is proactive about their health and often utilizes digital health tools to manage their occasional migraines and seasonal allergies, while also valuing the advice of healthcare professionals and holistic approaches to wellness. | Luisa enjoys the occasional Miami Heat NBA game and maintains their fitness with leisurely bike rides and walks along Hollywood Beach, cherishing the opportunity to connect with nature and maintain a balanced lifestyle. | Luisa finds inspiration in the works of Colombian artists, such as Fernando Botero, and enjoys attending local art exhibitions and music festivals, seeking opportunities to connect with the vibrant cultural scene in their community. | Luisa's travel interests lean towards exploring the rich cultural heritage and natural beauty of destinations, with past visits to Cartagena, Colombia and future aspirations to explore Machu Picchu in Peru. | Luisa appreciates the fusion of Latin American and American flavors, savoring dishes such as arroz con pollo and enjoying the challenge of recreating them at home with a modern twist. | Luisa is a compassionate and cooperative mathematical scientist who balances their spontaneous and flexible nature with a strong intellect and curiosity, seeking to make a meaningful impact in their field and community. | Luisa, a 43-year-old mathematical scientist, is guided by their strong intellect and curiosity in their career goals and ambitions, aspiring to make a significant impact in their field through innovative research and groundbreaking technologies. With a background in STEM and a mathematical science occupation, Luisa has... | Florida | 33020 | |
Hi, this is Daniel Ramirez. I need to schedule a followup regarding my mood. I'm still feeling pretty low and unmotivated lately, so I think we might need to adjust something. My courier schedule is pretty tight, but I can do Tuesday or Thursday mornngs if that works. | [
"Schedule follow-up for mood management",
"Persistent low mood and lack of motivation",
"Request for mood treatment adjustment",
"Morning appointment for mental health",
"Clinical review of ongoing mood symptoms"
] | Routine follow-up request | scheduling | Depression or low mood | false | none | none | 169961dc-d175-43af-af9e-60281ca89302 | Daniel | Ray | Ramirez | Male | 273 | Martin Luther King Jr St | Nokomis | FL | Sarasota County | 34275 | USA | 52 | married_present | bachelors | business | courier_or_messenger | white | {
"description": "Generally prefers structure and predictability. Tends to be practical and focused on immediate realities.",
"label": "low",
"t_score": 43
} | {
"description": "Organized, reliable, and methodical. Plans ahead and follows through on commitments.",
"label": "high",
"t_score": 58
} | {
"description": "Highly sociable and draws energy from others. Very talkative and comfortable being center of attention.",
"label": "very high",
"t_score": 66
} | {
"description": "Generally cooperative but can be assertive. Balances compassion with self-interest.",
"label": "average",
"t_score": 50
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 49
} | Growing up in a predominantly white, middle-class neighborhood in Nokomis, Daniel was exposed to a mix of Southern and Floridian cultures. His family valued hard work and community involvement, traits he carries to this day. His upbringing instilled in him a strong sense of responsibility and practicality, which aligns... | Daniel's organized and methodical approach to life has made him highly proficient in route planning and time management. His experience as a courier has also honed his navigational skills and expertise in handling and packing goods with care. His strong communication skills, thanks to his sociable nature, enable him to... | ['route planning and optimization', 'time management', 'navigational skills', 'handling and packing goods', 'excellent communication skills', 'basic vehicle maintenance and repair'] | Daniel, with his practical mindset and love for structure, aims to advance within his company to a supervisory role, where he can oversee operations and ensure timely deliveries. He enjoys the daily interactions with clients and coworkers, and his sociable nature would thrive in a position that allows him to lead a tea... | Daniel's high sociability and openness to new experiences lead him to enjoy various social activities. He's an avid golfer, often joining local club events and tournaments, and also enjoys hosting weekly poker nights at his home with friends. His practical side finds satisfaction in DIY projects around the house, and h... | ['golfing', 'poker', 'diy projects', 'birdwatching', 'socializing with neighbors and friends'] | Daniel, a diligent and sociable courier, combines his practical mindset and love for structure to excel in route planning and time management, while his strong communication skills and cooperative nature foster a positive work environment and maintain supportive team dynamics. | Daniel, a financially responsible individual, maintains a balanced approach to spending and saving, with a focus on long-term investments in mutual funds and a retirement plan, while also budgeting for his hobbies and social activities. | Daniel, a 52-year-old with a history of high cholesterol, diligently monitors his health by maintaining a balanced diet and engaging in regular exercise, such as golfing and birdwatching, while also regularly consulting with his healthcare provider to manage his condition. | Daniel, an avid golfer and sports enthusiast, actively participates in local club events and tournaments, while also hosting weekly poker nights with friends, and supporting the Tampa Bay Buccaneers with a passion. | Daniel, with a growing appreciation for the arts, enjoys attending local music festivals and art exhibitions, while also exploring the rich cultural influences present in Florida, with a particular interest in the works of local artists like Ya La'Ford and Yaacov Agam. | Daniel, a lover of local travel and natural beauty, enjoys exploring Florida's diverse landscapes and birdwatching hotspots, with a dream to visit the Everglades National Park for a more immersive wildlife experience. | Daniel, a fan of Southern and Floridian cuisine, enjoys cooking traditional dishes such as shrimp and grits and key lime pie, while also exploring new recipes and ingredients with his wife, and savoring the diverse culinary scene in Florida. | Daniel, a practical and sociable 52-year-old, combines his love for structure and community involvement with a growing curiosity for the diverse cultural influences in Florida, while also maintaining a balanced approach to health, finance, and leisure. | Daniel, a 52-year-old courier from Nokomis, embodies a unique blend of practicality and sociability, stemming from his upbringing in a predominantly white, middle-class neighborhood in Florida. His strong sense of responsibility and conscientious nature, combined with a love for structure and predictability, have led h... | Florida | 34275 | |
Hello, this is Felton. I went to the pharmacy to pick up the Trintillex for my low energy and mood, but the cost is over $400 with my current plan. Is there a cheaper alternative or a generic we could try instead? I’m eager to get started since I've been struggling to keep up with my usual schedule lately. Please let m... | [
"Request for cheaper medication alternative",
"Treatment for low energy and mood",
"Request for generic medication substitution",
"Affordable medication for mood symptoms",
"Lower cost script for mood treatment"
] | Medication affordability or alternative request | medications | Depression or low mood | false | none | none | 22f38bbe-632c-421a-b1c4-77ed79bedfc1 | Felton | M | Shreve | Male | 103 | Degrief Road | Brandon | FL | Hillsborough County | 33511 | USA | 52 | married_present | graduate | arts_humanities | chief_executive | white | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 45
} | {
"description": "Exceptionally organized and disciplined. Strongly focused on achievement and meeting high standards.",
"label": "very high",
"t_score": 66
} | {
"description": "Sociable, outgoing, and energetic. Enjoys group activities and being around others.",
"label": "high",
"t_score": 58
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 64
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 47
} | Felton M Shreve was raised in a middle-class family in Brandon, FL, with a strong emphasis on Southern hospitality and community involvement. His parents, both educators, instilled in him a deep appreciation for the arts and humanities, which have significantly influenced his worldview. Growing up, he was exposed to va... | As a graduate in arts and humanities, Felton possesses a strong foundation in critical thinking, communication, and cultural understanding. His curiosity and practicality have led him to develop exceptional leadership skills, enabling him to balance new ideas with established methods. His organized and disciplined natu... | ['strategic planning', 'project management', 'leadership', 'critical thinking', 'communication skills', 'cultural understanding'] | Felton's primary career goal is to continue driving his company's growth and success while maintaining a strong company culture. He aims to achieve this by fostering a collaborative environment that encourages innovation and continuous learning. Despite his ambition, he prioritizes stability and sustainability, ensurin... | Felton's sociable and energetic nature leads him to enjoy group activities and being around others. He is an active member of the Brandon Chamber of Commerce and volunteers at the local arts council. His curiosity and appreciation for the arts and humanities are reflected in his interest in attending cultural events, s... | ['volunteering', 'attending cultural events', 'cooking', 'hosting dinner parties', 'community involvement'] | Felton, a chief executive with a background in arts and humanities, leverages their exceptional leadership skills for driving company growth and fostering a collaborative, innovative, and sustainable work environment. | Felton has a disciplined and conservative approach to finance, balancing smart investments in blue-chip stocks and real estate with a focus on long-term goals and retirement planning. | Felton manages a mild case of hypertension with a balanced diet, regular exercise, and annual check-ups, demonstrating his proactive approach to maintaining his health and well-being. | While not a sports enthusiast, Felton maintains a regular exercise routine and appreciates the camaraderie of local recreational sports leagues, like the Brandon Tennis Club. | Felton's love for the arts is evident in their support for local artists and their penchant for attending performances by renowned musicians, such as Yo-Yo Ma and Itzhak Perlman. | Felton enjoys exploring new destinations that offer cultural immersion, such as visiting the Edinburgh Fringe Festival or the Venice Biennale, while also appreciating the sun-soaked beaches of his hometown, Brandon. | Felton's culinary skills are a reflection of their Southern heritage, with a particular affinity for dishes like shrimp and grits and pecan pie, which they enjoy sharing with loved ones. | Felton is a disciplined, sociable, and culturally-inclusive individual whose passions for the arts and humanities have shaped their approach to leadership and community involvement. | Felton, a 52-year-old chief executive with a background in arts and humanities, embodies the values of Southern hospitality and community involvement instilled in them during their upbringing. Their strong foundation in critical thinking, communication, and cultural understanding, coupled with exceptional leadership an... | Florida | 33511 | |
Hello, this is Jamal Edwards. I am following up on the results from the ekg and chest xray I had on Tuesday. That tightness in my chest hasn't returned and my daily blood pressure logs are looking good, but I'd like to hear the doctor's thoughts on the imaging before I resume my full gym routine. Please let me know whe... | [
"Follow up on EKG and X-ray results",
"Chest tightness and exercise clearance",
"Seeking physician approval for gym",
"Imaging review for return to exercise",
"Blood pressure and imaging results review"
] | Question about imaging or other test results | results | Chest discomfort or pressure | false | none | none | 4f58f657-25df-4e83-bf40-7d9984cbebec | Jamal | J | Edwards | Male | 349 | Darling Ln | Punta Gorda | FL | Charlotte County | 33980 | USA | 70 | married_present | graduate | business | personal_financial_advisor | white | {
"description": "Generally prefers structure and predictability. Tends to be practical and focused on immediate realities.",
"label": "low",
"t_score": 37
} | {
"description": "Maintains balance between organization and flexibility. Reasonably reliable and attentive to responsibilities.",
"label": "average",
"t_score": 46
} | {
"description": "Generally reserved and comfortable with solitude. Prefers small groups to large gatherings.",
"label": "low",
"t_score": 44
} | {
"description": "Sometimes skeptical of others' intentions. More competitive than cooperative in approach.",
"label": "low",
"t_score": 44
} | {
"description": "Emotionally stable and handles stress well. Not easily upset by challenging situations.",
"label": "low",
"t_score": 41
} | Jamal J Edwards, a white man of 70 years, hails from a culturally rich lineage that values tradition and stability. His ancestors were known for their pragmatic approach to life, a trait that has been passed down through generations. Jamal's reserved nature and preference for small groups over large gatherings are a re... | Jamal's skills and expertise are a testament to his conscientious and organized nature. He is extremely reliable and attentive to his responsibilities, making him an excellent financial advisor. His practicality and focus on immediate realities have equipped him with a deep understanding of the financial market. His re... | ['financial planning', 'investment advice', 'risk management', 'retirement planning', 'tax planning', 'estate planning'] | As a personal financial advisor, Jamal has always been driven by his practical nature and focus on immediate realities. His career goals revolve around maintaining a balance between his professional responsibilities and personal life. He is ambitious and competitive, always striving to provide the best financial advice... | In his free time, Jamal enjoys activities that resonate with his reserved and practical nature. He is an avid reader, often delving into books on finance and history. He also enjoys gardening, finding the process of nurturing plants to be a calming and rewarding experience. Jamal is also a fan of strategic board games,... | ['reading', 'gardening', 'board games', 'history', 'chess'] | Jamal, a seasoned financial advisor, leverages his practicality, reliability, and listening skills to provide sound financial advice, his competitive spirit driving him to continually update his skills and knowledge. | Jamal, a frugal investor, maintains a balanced portfolio with a focus on blue-chip stocks and bonds, aligning his financial decisions with his practical and cautious nature, and regularly updating his knowledge on market trends. | Jamal, a meticulous patient, manages his hypertension and arthritis with a practical regimen of medication, diet, and exercise, diligently adhering to his doctor's advice and maintaining detailed records of his health status. | Jamal, a reserved sports enthusiast, prefers the strategic intricacies of golf and chess, enjoying the solitary focus of these sports that align with his introverted nature and practicality. | Jamal, a reserved art appreciator, enjoys the classical works of Rembrandt and Mozart, his practical nature guiding his artistic preferences towards the timeless and traditional. | Jamal, a practical traveler, prefers structured, well-planned trips to familiar destinations like London and Paris, his cautious nature ensuring he researches thoroughly before any travel decision. | Jamal, a simple eater, prefers hearty, traditional meals like roast beef and potatoes, his practicality extending to his culinary preferences, and he enjoys the occasional fine dining experience for special occasions. | Jamal, a 70-year-old financial advisor, is a practical, reserved, and competitive individual who enjoys strategic activities and traditional values. | Jamal, a 70-year-old financial advisor, is a product of his culturally rich lineage that values tradition and stability. His practicality, reliability, and competitive spirit have shaped his professional life, making him an excellent financial advisor. His reserved nature and preference for small groups reflect his cul... | Florida | 33980 | |
Hi this is Gladys's mom. I'm really worried about the spot on her shoulder because it's grown so fast and now it's an open sore that wont stop bleeding. The skin all around the leison is bright red and swollen and it looks really infected. Can we please bring her in today? It's bleeding through her bandages and I'm sca... | [
"Urgent same-day appointment for infected wound",
"Rapidly growing bleeding skin lesion",
"Worsening infection with uncontrolled bleeding",
"Immediate triage for bleeding infected sore",
"Priority clinical review for bleeding infection"
] | Chronic condition check-in | clinical_follow_up | Changing skin lesion, mole, or sore that will not heal | true | obvious | Obvious urgent or emergency pattern | 2132c0df-9788-47c3-874b-bdc147b123ae | Gladys | Marie | Felix | Female | 125 | Spring Branch Rd | Spring Hill | FL | Hernando County | 34609 | USA | 4 | never_married | less_than_9th | null | not_in_workforce | cuban | {
"description": "Curious and appreciative of art, new ideas, and varied experiences. Open to unconventional thinking.",
"label": "high",
"t_score": 59
} | {
"description": "Often relaxed about obligations and somewhat disorganized. Values flexibility over strict planning.",
"label": "low",
"t_score": 37
} | {
"description": "Highly sociable and draws energy from others. Very talkative and comfortable being center of attention.",
"label": "very high",
"t_score": 65
} | {
"description": "Sometimes skeptical of others' intentions. More competitive than cooperative in approach.",
"label": "low",
"t_score": 39
} | {
"description": "Experiences more negative emotions than average. Prone to worry and sensitive to stress.",
"label": "high",
"t_score": 59
} | Growing up in a Cuban household in Spring Hill, FL, Gladys has been immersed in the vibrant colors, lively music, and warm, communal spirit of her culture. Her grandparents, who live nearby, often share stories of Cuba, instilling in her a deep appreciation for her roots. She loves helping her abuela in the kitchen, le... | Despite her young age, Gladys has shown remarkable curiosity and aptitude for learning. She can already read simple words and is eager to learn more. Her open mind and sociability make her a quick learner, especially in group settings. She's also developing a knack for drawing, copying simple shapes and patterns with s... | ['basic reading skills', 'drawing', 'fast learner in group settings'] | While still young, Gladys already shows a desire to help others and be the center of attention. She often 'teaches' her stuffed animals or imaginary friends, and loves when her family gathers around her for her impromptu performances. Her mother hopes she'll channel this energy into a career in education or entertainme... | Gladys is drawn to anything that's bright, loud, or involves people. She loves dancing to salsa music, painting with her fingers, and playing with her friends at the local park. She's also developing a keen interest in animals, often bringing home stray cats or dogs she finds, much to her mother's amusement. | ['dancing to salsa music', 'painting with fingers', 'playing with friends at the park', 'caring for animals'] | null | null | null | null | null | null | null | Gladys is a lively and curious pre-schooler, who finds joy in the company of others, and is deeply connected to her Cuban roots through food, music, and family storytelling. | null | Florida | 34609 | |
Hi, this is Catherine. I've had sinus pressure for a few days, but today my left eye is quite swollen and it hurts to move it. My vision is a bit blury and I have a very stiff neck and a bad headache that the tylenol isn't helping. I feel a little disoriented and wanted to see if I should come in or if this can wait un... | [
"Urgent Triage for Vision and Neurological Symptoms",
"Severe Headache and Stiff Neck",
"Emergency Assessment for Eye Swelling and Confusion",
"Urgent Escalation for Acute Neurological Concerns",
"Immediate Evaluation for Eye Pain and Disorientation"
] | Non-visit symptom advice request | triage | Sinus pain, congestion, or possible sinus infection | true | obvious | Obvious urgent or emergency pattern | 1623379a-625a-4873-b30d-c0c3531f2f1b | Catherine | A | Cotes | Female | 15 | Redwing Drive | Jacksonville | FL | Duval County | 32218 | USA | 74 | married_present | bachelors | education | not_in_workforce | white | {
"description": "Generally prefers structure and predictability. Tends to be practical and focused on immediate realities.",
"label": "low",
"t_score": 39
} | {
"description": "Maintains balance between organization and flexibility. Reasonably reliable and attentive to responsibilities.",
"label": "average",
"t_score": 52
} | {
"description": "Balances social interaction with need for alone time. Moderately talkative in social situations.",
"label": "average",
"t_score": 46
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 58
} | {
"description": "Experiences normal range of emotions. Moderately resilient but affected by significant challenges.",
"label": "average",
"t_score": 51
} | Growing up in a middle-class family in Jacksonville, Catherine was exposed to a mix of Southern and Northern cultural influences. She's always valued harmony and kindness, traits she attributes to her upbringing. She's a member of the local historical society and enjoys learning about the diverse cultural heritage of F... | With her background in education, Catherine has excellent communication and teaching skills. She's also proficient in planning and organizing events, having led numerous school activities. She's a skilled pianist, having played since her teens, and she's knowledgeable about gardening, particularly roses. | ['excellent communication skills', 'expertise in teaching', 'proficient in event planning', 'skilled pianist', 'knowledgeable about gardening, particularly roses'] | After retiring from teaching, Catherine has been focusing on her family and community. She hopes to continue mentoring young teachers and volunteering at the local library. She's also considering leading workshops on creative writing for seniors. | Catherine enjoys gardening, particularly growing roses, which she finds therapeutic and rewarding. She also loves reading, especially historical fiction and biographies, and she plays the piano for her own enjoyment and occasionally for community events. | ['gardening, especially growing roses', 'reading, particularly historical fiction and biographies', 'playing the piano', 'volunteering at the local library', 'attending community events'] | Catherine, a retired educator, leverages her excellent communication and teaching skills to mentor young teachers and lead creative writing workshops for seniors, maintaining a balance between organization and flexibility in her professional endeavors. | Catherine, a retired teacher, is financially conservative and prefers traditional methods, such as certificates of deposit and money market accounts, to grow her savings, valuing stability and predictability in her financial decisions. | Catherine, a 74-year-old retiree, manages her high blood pressure and arthritis with regular medical check-ups and a commitment to a balanced diet and moderate exercise, ensuring she stays proactive about her health. | Catherine, a former high school teacher, enjoys watching college football, particularly the Florida Gators, and encourages regular walks and gardening as her preferred forms of exercise. | Catherine has a deep appreciation for classical music, often listening to Chopin and Beethoven, as well as historical fiction novels, with a special interest in the works of Margaret Mitchell and E.L. Doctorow. | Catherine, a history enthusiast, enjoys visiting historical sites in the United States, such as the Gettysburg National Military Park and the Alamo, preferring structured tours and comfortable accommodations for her travels. | Catherine enjoys Southern comfort food with a penchant for fried chicken and collard greens but also appreciates the delicate flavors of French cuisine, specifically omelettes and quiches, as a nod to her love for roses and all things French. | Catherine, a 74-year-old retiree, combines her love for Southern traditions, history, and education, with a practical and organized approach to life, punctuated by her penchant for gardening and playing the piano. | Growing up in a middle-class family in Jacksonville, Catherine values harmony and kindness, traits she attributes to her upbringing. This has influenced her career as an educator and her current focus on mentoring young teachers and volunteering at the local library. Her skills in communication, teaching, and event pla... | Florida | 32218 | |
Hi, I've been having some burning and it feels like I have to go to the bathroom constantly the last few days. I think I might need a referal to a urologist to see why this keeps coming back. Is that something you can send over or do I need to come in first? Thanks for the help. | [
"Request for urology referral",
"Recurrent urinary burning and frequency",
"Inquiry about referral visit requirement",
"Medical assessment of persistent urinary symptoms",
"Specialist referral for chronic urinary pain"
] | Referral request | referrals | Urinary symptoms or possible UTI | false | none | none | 1bc58a31-f909-4a5d-95f4-dc2f0e0502a1 | Albert | James | Riddle | Male | 8 | Vista Dr SE | #508 | Pompano Beach | FL | Broward County | 33069 | USA | 42 | never_married | bachelors | stem | customer_service_representative | white | {
"description": "Generally prefers structure and predictability. Tends to be practical and focused on immediate realities.",
"label": "low",
"t_score": 36
} | {
"description": "Often relaxed about obligations and somewhat disorganized. Values flexibility over strict planning.",
"label": "low",
"t_score": 43
} | {
"description": "Balances social interaction with need for alone time. Moderately talkative in social situations.",
"label": "average",
"t_score": 47
} | {
"description": "Kind, cooperative, and considerate. Prioritizes harmony and others' needs.",
"label": "high",
"t_score": 55
} | {
"description": "Emotionally stable and handles stress well. Not easily upset by challenging situations.",
"label": "low",
"t_score": 42
} | Growing up in Pompano Beach, Albert was exposed to a diverse cultural mix. His parents, both educators, encouraged him to appreciate different perspectives and traditions. This has made him open to new experiences and considerate of others' backgrounds. He enjoys exploring local art museums and attending multicultural ... | Albert's practical mindset and STEM background have equipped him with a strong foundation in problem-solving and technical skills. He's proficient in several customer service software platforms and has a knack for explaining complex information in simple terms. His emotional stability and patience make him an excellent... | ['proficient in multiple customer service software platforms', 'excellent problem-solving skills', 'patience and emotional stability under pressure', 'mediator and conflict resolution skills', 'strong organizational skills'] | Albert is content in his customer service role, finding fulfillment in helping others and maintaining a healthy work-life balance. However, he aspires to become a team lead or trainer, using his patience and organizational skills to mentor new team members. He's not one for rapid career advancement, preferring steady p... | Albert enjoys a mix of structured and spontaneous activities. He's part of a local community theater group, where his practical nature helps with set design and stage management. On weekends, he leads casual hiking trips for friends, preferring scenic but well-marked trails. He also enjoys hosting potluck dinners, wher... | ['community theater participation (set design and stage management)', 'leading casual hiking trips', 'hosting considerate and inclusive potluck dinners', 'attending local art exhibitions and cultural events', 'reading non-fiction books on history and science'] | Albert, a customer service professional, uses his emotional stability and problem-solving skills to excel in high-pressure situations, and aspires to become a team lead or trainer. | Albert, a financially responsible individual, prefers steady saving habits over high-risk investments, and manages his money with practical budgeting and retirement planning. | Albert, a diligent patient, manages occasional allergies with preventive care and maintains a balanced lifestyle with regular hiking and a nutritious diet. | Albert, a casual sports enthusiast, enjoys the camaraderie of hiking with friends and stays updated on local sports teams such as the Miami Dolphins. | Albert, a part-time community theater participant, enjoys the practical aspects of set design and stage management, while also appreciating the works of August Wilson and Lin-Manuel Miranda, reflecting his multicultural background. | Albert, a relaxed traveler, prefers well-planned trips to scenic destinations such as the Grand Canyon, but also enjoys the spontaneity of exploring local art museums and multicultural festivals. | Albert, a considerate host, enjoys the simplicity of a good pasta primavera with fresh vegetables, and accommodates various dietary preferences during his potluck dinners. | Albert, a practical and considerate individual, balances his customer service career with community theater, hiking, and hosting potluck dinners, reflecting his openness to new experiences and appreciation for diverse perspectives. | Growing up in Pompano Beach, Albert was exposed to a diverse cultural mix that shaped his open-mindedness and consideration for others. As a customer service professional, he finds fulfillment in helping others and maintaining a healthy work-life balance, aspiring to become a team lead or trainer. His practical mindset... | Florida | 33069 |
Hi this is William Nelson. I'm actually using the Publix on Curry Ford Rd now because the old CVS is too far out of the way. Can you please send my allergy meds there instead of the old place? I think I'm out of the Cetrizine and need to pick some up today. Thanks for the help. | [
"Pharmacy update and medication refill request",
"Allergy medication refill",
"Transfer allergy meds to new pharmacy",
"Update pharmacy for same-day Cetirizine refill",
"Urgent pharmacy change for allergy refill"
] | Pharmacy change request | administrative | No specific medical condition | false | none | none | 4c1555f5-ad1b-4e6f-b3fe-93ffde118167 | William | Andrew | Nelson | Male | 510 | N Main St | Orlando | FL | Orange County | 32810 | USA | 11 | never_married | less_than_9th | null | not_in_workforce | white | {
"description": "Generally prefers structure and predictability. Tends to be practical and focused on immediate realities.",
"label": "low",
"t_score": 38
} | {
"description": "Often relaxed about obligations and somewhat disorganized. Values flexibility over strict planning.",
"label": "low",
"t_score": 37
} | {
"description": "Highly sociable and draws energy from others. Very talkative and comfortable being center of attention.",
"label": "very high",
"t_score": 65
} | {
"description": "Generally cooperative but can be assertive. Balances compassion with self-interest.",
"label": "average",
"t_score": 53
} | {
"description": "Emotionally stable and handles stress well. Not easily upset by challenging situations.",
"label": "low",
"t_score": 43
} | William Andrew Nelson, a young white male living in Orlando, Florida, is growing up in a diverse, multicultural environment. His cultural background is influenced by the Southern hospitality and laid-back lifestyle that is prevalent in the region. He has a strong sense of community and values the relationships he build... | William's skills and expertise are still developing, given his age and educational background. However, he has already demonstrated a number of strengths that will serve him well in the future. His high extraversion and talkative nature have helped him develop strong communication skills, which will be valuable in any ... | ['communication skills', 'detail-oriented', 'organized', 'quick learner', 'interpersonal skills'] | William's career goals and ambitions are still in the early stages of development, given his young age. However, his practical and focused nature, combined with his high extraversion, suggests that he may be interested in a career that involves interacting with people and solving immediate problems. He is likely to be ... | William enjoys a variety of hobbies and interests that align with his personality profile. His love for socializing and being the center of attention is reflected in his interest in activities such as drama club and school plays. He is also a member of the school's debate team, allowing him to channel his talkative nat... | ['drama club', 'debate team', 'sports', 'building model airplanes', 'collecting sports cards'] | William, a charismatic and sociable individual, aspires to become a successful public speaker or actor, using their natural ability to engage and entertain others in their future career. | William, a responsible young saver, sets aside a portion of their allowance in a piggy bank, learning the value of money and the importance of saving for future goals and desires. | William, a generally healthy child, is occasionally prone to allergies, requiring them to be mindful of their environment and maintain a supply of necessary medication for quick relief. | William, an energetic sports fan, enjoys playing baseball with their friends and cheering for the Orlando Magic, incorporating regular physical activity and team spirit into their lifestyle. | William, a drama club member and school play enthusiast, idolizes Broadway stars like Lin-Manuel Miranda and dreams of performing in a school musical, expressing their creativity and passion for the arts. | William, with a love for adventure and spontaneity, dreams of exploring the theme parks in Orlando and the beaches along the Florida coast, always ready for a fun-filled day trip with their family and friends. | William, a budding food enthusiast, enjoys traditional Southern comfort foods like fried chicken and mac and cheese, while also showing curiosity for international flavors by trying out sushi and tacos. | William, a sociable and outgoing youngster, is passionate about the arts and sports, balancing their love for adventure and spontaneity with a responsible attitude towards finances and health. | Growing up in the diverse, multicultural environment of Orlando, Florida, William Nelson has developed a unique perspective and approach to life. With a strong sense of community, they value relationships and enjoy socializing with others. This is reflected in their involvement in drama club, school plays, and the deba... | Florida | 32810 | |
Hi, this is Serenity Roque. I’m checking on the referral to the pulmonologist from my visit last Tuesday. My wheezing hasn’t really improved and I’m still using my Albuterall more than usual, so I’m anxious to get on their schedule. Has that been sent over yet? I haven't heard anything from their office. | [
"Follow up on pulmonology referral status",
"Persistent wheezing and frequent inhaler use",
"Expedite pulmonology referral for worsening symptoms",
"Increased Albuterol use and referral inquiry",
"Update requested for pending pulmonology referral"
] | Referral status question | referrals | Asthma, wheezing, or breathing flare | false | none | none | 4eec4a80-aace-4a82-8b2b-4b126863dc6c | Serenity | Roque | Female | 59 | N Sycamore St | Miami Gardens | FL | Broward County | 33056 | USA | 60 | widowed | high_school | null | property_real_estate_or_community_association_manager | dominican | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 54
} | {
"description": "Organized, reliable, and methodical. Plans ahead and follows through on commitments.",
"label": "high",
"t_score": 60
} | {
"description": "Highly sociable and draws energy from others. Very talkative and comfortable being center of attention.",
"label": "very high",
"t_score": 74
} | {
"description": "Generally cooperative but can be assertive. Balances compassion with self-interest.",
"label": "average",
"t_score": 52
} | {
"description": "Experiences more negative emotions than average. Prone to worry and sensitive to stress.",
"label": "high",
"t_score": 61
} | Serenity's Dominican heritage strongly influences her cultural background. She values community and family, often integrating these values into her professional life. Her openness and agreeableness make her receptive to diverse perspectives and experiences, and she appreciates the rich cultural tapestry of Miami Garden... | Serenity's skills and expertise include a deep understanding of property management, contract negotiation, and financial planning. Her strong organizational skills, attention to detail, and ability to plan ahead make her an effective manager. She is also a charismatic communicator, capable of building and maintaining p... | ['property management', 'contract negotiation', 'financial planning', 'organizational skills', 'communication', 'networking'] | Serenity Roque, with her meticulous nature and strong interpersonal skills, aspires to expand her professional network and gain a reputation as a trusted authority in the real estate management industry. She is determined to maintain a stable career while exploring new opportunities for growth and learning, seeking to ... | Serenity enjoys social activities that allow her to connect with others and express her extroverted nature. She loves dancing, especially traditional Dominican dances, and often attends cultural events in the community. She also enjoys reading about real estate trends and personal finance, reflecting her practical and ... | ['dancing', 'reading', 'gardening', 'walking', 'cultural events'] | A dependable and meticulous real estate manager, Serenity's extroverted nature and charismatic communication skills have earned her a reputation as a respected and trusted professional in the Miami Gardens community. | With a fiscally responsible approach to life, Serenity meticulously manages her finances, favoring long-term investments in real estate and cautiously diversifying her portfolio with stocks and bonds. | Despite occasional bouts of stress-induced anxiety, Serenity prioritizes her health by regularly attending medical check-ups and managing her blood pressure through medication and a balanced diet. | Serenity, a 60-year-old real estate manager, enjoys the occasional Miami Heat game and participates in community dance classes, using these social activities as a form of exercise and stress relief. | An avid supporter of local culture, Serenity enjoys attending live performances of traditional Dominican music by artists such as Juan Luis Guerra, often incorporating these experiences into her social activities. | Serenity indulges her love for nature and culture by exploring local parks and attending cultural events, while also planning a future trip to the vibrant city of Santo Domingo in the Dominican Republic. | Serenity appreciates the flavors of traditional Dominican dishes like sancocho and mofongo, yet her pragmatic side also enjoys experimenting with healthy, budget-friendly recipes in her own kitchen. | Serenity is a charismatic, family-oriented real estate manager who balances her ambition with a practical approach to life, while also embracing her extroverted nature through social activities and cultural interests. | Serenity, a 60-year-old real estate manager in Miami Gardens, embraces her extroverted nature through community dance classes and cultural events. Her Dominican heritage instills a strong sense of family in her, guiding her professional values and shaping her appreciation for traditional cuisine and music. Serenity mai... | Florida | 33056 | ||
Hi, this is Donna Wasson. My blood pressure was 158/96 this morning and I’m getting worried because my heart has been racing so fast all day. I’ve been feeling really weak and shakey, plus I can’t seem to catch my breath even with the AC on. I haven’t missed any of my levothyroxen but something feels really off and I’m... | [
"Urgent tachycardia and shortness of breath",
"High blood pressure and heart racing",
"Requesting earlier appointment for acute symptoms",
"Urgent assessment for racing heart and weakness",
"Immediate triage for palpitations and breathing"
] | Blood pressure or glucose reading update | monitoring | Thyroid-related symptoms | true | moderate | Moderate worsening pattern | 6171be68-1c89-41d5-8757-edadb6f448e9 | Donna | Marie | Wasson | Female | 94 | Logan Pl | Brooksville | FL | Hernando County | 34602 | USA | 4 | never_married | less_than_9th | null | not_in_workforce | white | {
"description": "Curious and appreciative of art, new ideas, and varied experiences. Open to unconventional thinking.",
"label": "high",
"t_score": 59
} | {
"description": "Often relaxed about obligations and somewhat disorganized. Values flexibility over strict planning.",
"label": "low",
"t_score": 37
} | {
"description": "Highly sociable and draws energy from others. Very talkative and comfortable being center of attention.",
"label": "very high",
"t_score": 65
} | {
"description": "Sometimes skeptical of others' intentions. More competitive than cooperative in approach.",
"label": "low",
"t_score": 39
} | {
"description": "Experiences more negative emotions than average. Prone to worry and sensitive to stress.",
"label": "high",
"t_score": 59
} | Donna Marie Wasson's white cultural background may influence her values, traditions, and social norms, but her open-mindedness allows her to appreciate and engage with a diverse range of cultural influences. Her skepticism and competitiveness may stem from her upbringing or cultural background, but her willingness to e... | Despite her young age, Donna Marie Wasson already has a knack for socializing and engaging with others, often taking the lead in group activities. She has a burgeoning artistic flair, often expressing herself through drawing and painting. Her openness to new experiences allows her to explore different forms of art and ... | ['artistic expression (drawing, painting)', 'socializing and engaging with others', 'adaptability and fast learning', 'leadership in group activities'] | Given her age, Donna Marie Wsason's career goals are still forming, but her competitive nature and desire for the spotlight suggest she may be drawn to careers that allow her to shine and make an impact. Her sensitivity to stress and negative emotions, however, may lead her to seek stability and a sense of security in ... | Donna Marie Wasson's hobbies and interests reflect her personality traits. She enjoys social activities, such as playdates, group outings, and family gatherings, which allow her to interact with others and be the center of attention. Her curiosity and appreciation for art lead her to engage in various creative activiti... | ['social activities (playdates, group outings, family gatherings)', 'creative activities (drawing, painting, crafting)', 'exploring the outdoors', 'imaginative play'] | null | null | null | null | null | null | null | Donna Marie Wasson is a lively, competitive, and slightly anxious 4-year-old with a love for art, sports, and adventure, who is always the life of the party. | null | Florida | 34602 | |
Hi there, this is Monica Veasley and I’m a little worried because it’s been a while since I’ve had any routine testing done. Am I due for a mamogram or any specific bloodwork yet? I’m 38 now and just want to be proactive about my health. Could you let me know what screenings I need so I can get them scheduled? Thanks! | [
"Request for routine health screenings",
"Mammogram and routine bloodwork inquiry",
"Review status of due preventative screenings",
"Request for upcoming wellness test information",
"Identify pending age-appropriate health screenings"
] | Preventive screening request | preventive | No specific medical condition | false | none | none | 02510209-3ec4-4364-af59-62227d6e92e5 | Monica | Veasley | Female | 169 | Hill Rd | Vero Beach | FL | Indian River County | 32967 | USA | 38 | never_married | some_college | null | bookkeeping_accounting_or_auditing_clerk | black | {
"description": "Balances curiosity with practicality. Appreciates both new ideas and established methods.",
"label": "average",
"t_score": 51
} | {
"description": "Often relaxed about obligations and somewhat disorganized. Values flexibility over strict planning.",
"label": "low",
"t_score": 39
} | {
"description": "Sociable, outgoing, and energetic. Enjoys group activities and being around others.",
"label": "high",
"t_score": 64
} | {
"description": "Exceptionally compassionate and cooperative. Strongly motivated to help others and maintain harmony.",
"label": "very high",
"t_score": 67
} | {
"description": "Experiences more negative emotions than average. Prone to worry and sensitive to stress.",
"label": "high",
"t_score": 61
} | Monica grew up in a close-knit African-American community in Vero Beach, where her grandparents, who immigrated from the Caribbean, instilled in her a deep appreciation for her cultural heritage. She's always been drawn to the vibrant music and storytelling traditions of her community, which have shaped her outgoing an... | Monica's practical nature and curiosity have led her to develop a strong set of technical skills in accounting software like QuickBooks and Sage Intacct. She's also proficient in Microsoft Office Suite and has a basic understanding of Python, which she picked up to automate some of her tasks. Her outgoing nature and co... | ['proficient in quickbooks and sage intacct', 'proficient in microsoft office suite', 'basic understanding of python', 'excellent team player', 'strong problem-solving skills', 'attention to detail'] | Monica enjoys her current role as a bookkeeping clerk, appreciating the balance between the practical, established methods and the occasional need to adapt to new systems. She's not one for strict career ladders, preferring a flexible path that allows her to help others and maintain a healthy work-life balance. Her ult... | Monica's sociable nature and love for her community are reflected in her hobbies. She's an active member of her local community garden, where she enjoys spending time with her neighbors while growing fresh produce. She also loves attending and performing at local music and arts events, often bringing together friends a... | ['community gardening', 'attending and performing at local music and arts events', 'reading mysteries', 'watching romantic comedies', 'cooking caribbean dishes', 'volunteering at her local church'] | Monica, a versatile bookkeeping clerk, skillfully balances curiosity with practicality, applying both new ideas and established methods in her proficiency with accounting software like QuickBooks and Sage Intacct. | Monica, a practical and compassionate financial counselor in the making, values the importance of financial stability and strives to help others manage their money and improve their lives, with a focus on budgeting and saving strategies. | Prone to worry and sensitive to stress, Monica actively manages her anxieties through self-care, maintaining a healthy work-life balance, and seeking the support of her local community and spiritual beliefs. | Monica appreciates the benefits of exercise and fresh air and enjoys spending time outdoors, participating in community garden activities with her neighbors in Vero Beach. | An enthusiastic community choir member, Monica enjoys attending and performing at local music and arts events, often bringing together friends and family to share these experiences, and finds joy in the vibrant music and storytelling traditions that have shaped her personality. | Monica dreams of visiting the Caribbean islands, to connect with her heritage and explore the lively music and storytelling traditions that have shaped her character, while appreciating the balance between relaxation and adventure in her travel plans. | A sociable and compassionate spirit, Monica enjoys the communal experience of growing fresh produce in her local community garden and preparing meals with the harvest, often favoring dishes like Jamaican jerk chicken and Caribbean-style rice and peas. | A compassionate bookkeeping clerk with a love for community, music, and storytelling, Monica balances curiosity with practicality and seeks to help others through her financial counseling aspirations. | Monica, a 38-year-old bookkeeping clerk, has developed a strong set of technical skills in accounting software, combined with an outgoing and compassionate personality that makes her an excellent team player. Her love for her community is reflected in her hobbies, such as being an active member of her local community g... | Florida | 32967 |
End of preview. Expand in Data Studio
Patient-Messages-Florida
Made with ❤️ using 🎨 NeMo Data DesignerSynthetic Florida primary-care SMS dataset
Uploaded Dataset
- Dataset repo:
mkieffer/patient-messages-florida - Dataset name:
patient-messages-florida - Hub split:
train(100.0% of uploaded rows, 1,000 records) - Uploaded parquet shards: 1
- Composition summaries below are computed from the uploaded parquet files, so they reflect the final uploaded rows.
Sampled Composition
Generation Models
- Alias
patient-messages-modelusedgemini-3-flash-previewvia providergeminifor columns:patient_message,candidate_label_1,candidate_label_2,candidate_label_3,candidate_label_4,candidate_label_5
Message Types
| Message type | Count | Percent |
|---|---|---|
Same-day sick visit request |
72 | 7.2% |
Non-visit symptom advice request |
55 | 5.5% |
Post urgent-care or ER follow-up |
54 | 5.4% |
Chronic condition check-in |
52 | 5.2% |
Blood pressure or glucose reading update |
51 | 5.1% |
Follow-up on an abnormal result |
51 | 5.1% |
Medication refill request |
49 | 4.9% |
Medication side effect or tolerance question |
47 | 4.7% |
Question about lab results |
46 | 4.6% |
Home monitoring update |
42 | 4.2% |
Mental health check-in |
40 | 4.0% |
Post-visit clarification question |
35 | 3.5% |
Question about a new prescription |
34 | 3.4% |
Routine follow-up request |
34 | 3.4% |
Request for lab orders |
32 | 3.2% |
After-hours callback request |
28 | 2.8% |
Medication affordability or alternative request |
28 | 2.8% |
Pharmacy change request |
27 | 2.7% |
Annual physical or wellness request |
24 | 2.4% |
Vaccine request or vaccine question |
22 | 2.2% |
Form, work note, or return-to-work request |
20 | 2.0% |
Preventive screening request |
20 | 2.0% |
Referral request |
20 | 2.0% |
Telehealth request |
20 | 2.0% |
Referral status question |
19 | 1.9% |
Insurance or prior authorization question |
18 | 1.8% |
Pre-op or procedure clearance request |
16 | 1.6% |
Billing question |
12 | 1.2% |
Question about imaging or other test results |
12 | 1.2% |
Records or portal access request |
10 | 1.0% |
Travel medication or travel advice request |
10 | 1.0% |
Workflow Buckets
| Workflow bucket | Count | Percent |
|---|---|---|
clinical_follow_up |
181 | 18.1% |
medications |
158 | 15.8% |
triage |
155 | 15.5% |
labs |
129 | 12.9% |
monitoring |
93 | 9.3% |
scheduling |
78 | 7.8% |
administrative |
67 | 6.7% |
preventive |
52 | 5.2% |
referrals |
39 | 3.9% |
forms |
36 | 3.6% |
results |
12 | 1.2% |
Conditions
| Condition | Count | Percent |
|---|---|---|
No specific medical condition |
142 | 14.2% |
Abdominal pain or stomach pain |
48 | 4.8% |
Diabetes or high blood sugar concern |
46 | 4.6% |
High blood pressure or hypertension follow-up |
39 | 3.9% |
Anxiety, panic, or overwhelming stress symptoms |
32 | 3.2% |
Headache or migraine |
32 | 3.2% |
Unexplained weight loss |
32 | 3.2% |
Dizziness or vertigo |
31 | 3.1% |
Constipation or difficulty passing stool |
29 | 2.9% |
Depression or low mood |
29 | 2.9% |
Weight gain or obesity-related concern |
28 | 2.8% |
Fatigue or low energy |
27 | 2.7% |
Chest discomfort or pressure |
26 | 2.6% |
Asthma, wheezing, or breathing flare |
25 | 2.5% |
Palpitations or irregular heartbeat |
25 | 2.5% |
Cough or bronchitis-type symptoms |
24 | 2.4% |
Heartburn, reflux, or indigestion |
24 | 2.4% |
Anemia or low-iron concern |
21 | 2.1% |
Thyroid-related symptoms |
21 | 2.1% |
Dehydration or poor intake |
19 | 1.9% |
High cholesterol follow-up |
19 | 1.9% |
Rash, hives, or generalized skin reaction |
18 | 1.8% |
Common cold or viral URI |
17 | 1.7% |
Insomnia or sleep problems |
17 | 1.7% |
Allergies or allergic rhinitis |
15 | 1.5% |
Ear pain or ear pressure |
15 | 1.5% |
Leg swelling |
15 | 1.5% |
Nausea or vomiting |
14 | 1.4% |
Changing skin lesion, mole, or sore that will not heal |
13 | 1.3% |
Flu-like illness |
13 | 1.3% |
Urinary symptoms or possible UTI |
12 | 1.2% |
Eczema or psoriasis flare |
11 | 1.1% |
Menopause or perimenopause symptoms |
11 | 1.1% |
Sinus pain, congestion, or possible sinus infection |
11 | 1.1% |
Skin infection or cellulitis |
11 | 1.1% |
Diarrhea or GI upset |
10 | 1.0% |
STI concern or exposure |
10 | 1.0% |
Back pain |
9 | 0.9% |
COVID-like illness or recent exposure |
9 | 0.9% |
Menstrual or hormonal symptoms |
8 | 0.8% |
Fever or chills |
7 | 0.7% |
Neck pain |
7 | 0.7% |
Sore throat |
7 | 0.7% |
Muscle strain or soft-tissue injury |
6 | 0.6% |
Tick bite, insect bite, or sting |
6 | 0.6% |
Joint pain or swelling |
5 | 0.5% |
Eye redness, irritation, or possible conjunctivitis |
4 | 0.4% |
Emergency Flags
| Is emergency | Count | Percent |
|---|---|---|
false |
807 | 80.7% |
true |
193 | 19.3% |
Emergency Bands
| Emergency band | Count | Percent |
|---|---|---|
none |
807 | 80.7% |
subtle |
99 | 9.9% |
moderate |
47 | 4.7% |
obvious |
47 | 4.7% |
Emergency Profiles
| Emergency profile | Count | Percent |
|---|---|---|
none |
807 | 80.7% |
Subtle red flags |
99 | 9.9% |
Moderate worsening pattern |
47 | 4.7% |
Obvious urgent or emergency pattern |
47 | 4.7% |
Patient Sex
| Sex | Count | Percent |
|---|---|---|
Female |
512 | 51.2% |
Male |
488 | 48.8% |
Patient State
| State | Count | Percent |
|---|---|---|
Florida |
1,000 | 100.0% |
Patient Age Bands
| Age band | Count | Percent |
|---|---|---|
30-44 |
200 | 20.0% |
60-74 |
196 | 19.6% |
45-59 |
195 | 19.5% |
under-18 |
186 | 18.6% |
18-29 |
143 | 14.3% |
75+ |
80 | 8.0% |
🚀 Quick Start
from datasets import load_dataset
# Load the main dataset
dataset = load_dataset("mkieffer/patient-messages-florida", "data", split="train")
df = dataset.to_pandas()
📊 Dataset Summary
- 📈 Records: 1,000
- 📋 Columns: 49
📋 Schema & Statistics
| Column | Type | Column Type | Unique (%) | Null (%) | Details |
|---|---|---|---|---|---|
patient_message |
string |
llm-text | 1000 (100.0%) | 0 (0.0%) | Tokens: 80 out / 1618 in |
candidate_labels |
list[string] |
general | 1000 (100.0%) | 0 (0.0%) | - |
message_type_name |
string |
seed-dataset | 31 (3.1%) | 0 (0.0%) | - |
workflow_bucket |
string |
seed-dataset | 11 (1.1%) | 0 (0.0%) | - |
condition_name |
string |
seed-dataset | 47 (4.7%) | 0 (0.0%) | - |
is_emergency |
bool |
seed-dataset | 2 (0.2%) | 0 (0.0%) | - |
emergency_band |
string |
seed-dataset | 4 (0.4%) | 0 (0.0%) | - |
selected_emergency_profile_title |
string |
seed-dataset | 4 (0.4%) | 0 (0.0%) | - |
uuid |
string |
seed-dataset | 1000 (100.0%) | 0 (0.0%) | - |
first_name |
string |
seed-dataset | 662 (66.2%) | 0 (0.0%) | - |
middle_name |
string |
seed-dataset | 380 (38.0%) | 0 (0.0%) | - |
last_name |
string |
seed-dataset | 783 (78.3%) | 0 (0.0%) | - |
sex |
string |
seed-dataset | 2 (0.2%) | 0 (0.0%) | - |
street_number |
int64 |
seed-dataset | 443 (44.3%) | 0 (0.0%) | - |
street_name |
string |
seed-dataset | 974 (97.4%) | 0 (0.0%) | - |
unit |
string |
seed-dataset | 62 (6.2%) | 0 (0.0%) | - |
city |
string |
seed-dataset | 215 (21.5%) | 0 (0.0%) | - |
region |
string |
seed-dataset | 1 (0.1%) | 0 (0.0%) | - |
district |
string |
seed-dataset | 57 (5.7%) | 0 (0.0%) | - |
postcode |
string |
seed-dataset | 528 (52.8%) | 0 (0.0%) | - |
country |
string |
seed-dataset | 1 (0.1%) | 0 (0.0%) | - |
age |
int64 |
seed-dataset | 97 (9.7%) | 0 (0.0%) | - |
marital_status |
string |
seed-dataset | 5 (0.5%) | 0 (0.0%) | - |
education_level |
string |
seed-dataset | 7 (0.7%) | 0 (0.0%) | - |
bachelors_field |
string |
seed-dataset | 5 (0.5%) | 739 (73.9%) | - |
occupation |
string |
seed-dataset | 219 (21.9%) | 0 (0.0%) | - |
ethnic_background |
string |
seed-dataset | 26 (2.6%) | 0 (0.0%) | - |
openness |
struct<description: string, label: string, t_score: int64> |
seed-dataset | 57 (5.7%) | 0 (0.0%) | - |
conscientiousness |
struct<description: string, label: string, t_score: int64> |
seed-dataset | 53 (5.3%) | 0 (0.0%) | - |
extraversion |
struct<description: string, label: string, t_score: int64> |
seed-dataset | 51 (5.1%) | 0 (0.0%) | - |
agreeableness |
struct<description: string, label: string, t_score: int64> |
seed-dataset | 55 (5.5%) | 0 (0.0%) | - |
neuroticism |
struct<description: string, label: string, t_score: int64> |
seed-dataset | 53 (5.3%) | 0 (0.0%) | - |
cultural_background |
string |
seed-dataset | 1000 (100.0%) | 0 (0.0%) | - |
skills_and_expertise |
string |
seed-dataset | 1000 (100.0%) | 0 (0.0%) | - |
skills_and_expertise_list |
string |
seed-dataset | 999 (99.9%) | 0 (0.0%) | - |
career_goals_and_ambitions |
string |
seed-dataset | 1000 (100.0%) | 0 (0.0%) | - |
hobbies_and_interests |
string |
seed-dataset | 1000 (100.0%) | 0 (0.0%) | - |
hobbies_and_interests_list |
string |
seed-dataset | 1000 (100.0%) | 0 (0.0%) | - |
professional_persona |
string |
seed-dataset | 937 (93.7%) | 63 (6.3%) | - |
finance_persona |
string |
seed-dataset | 937 (93.7%) | 63 (6.3%) | - |
healthcare_persona |
string |
seed-dataset | 937 (93.7%) | 63 (6.3%) | - |
sports_persona |
string |
seed-dataset | 937 (93.7%) | 63 (6.3%) | - |
arts_persona |
string |
seed-dataset | 937 (93.7%) | 63 (6.3%) | - |
travel_persona |
string |
seed-dataset | 937 (93.7%) | 63 (6.3%) | - |
culinary_persona |
string |
seed-dataset | 937 (93.7%) | 63 (6.3%) | - |
persona |
string |
seed-dataset | 1000 (100.0%) | 0 (0.0%) | - |
detailed_persona |
string |
seed-dataset | 937 (93.7%) | 63 (6.3%) | - |
state |
string |
seed-dataset | 1 (0.1%) | 0 (0.0%) | - |
zipcode |
string |
seed-dataset | 528 (52.8%) | 0 (0.0%) | - |
⚙️ Generation Details
Generated with 58 column configuration(s):
custom: 1 column(s)
llm-text: 6 column(s)
primary-care-prompt-bundle: 1 column(s)
seed-dataset: 50 column(s)
📄 Full configuration available in builder_config.json and detailed metadata in metadata.json.
📚 Citation
If you use Data Designer in your work, please cite the project as follows:
@misc{nemo-data-designer,
author = {The NeMo Data Designer Team, NVIDIA},
title = {NeMo Data Designer: A framework for generating synthetic data from scratch or based on your own seed data},
howpublished = {\url{https://github.com/NVIDIA-NeMo/DataDesigner}},
year = 2026,
note = {GitHub Repository},
}
💡 About NeMo Data Designer
NeMo Data Designer is a general framework for generating high-quality synthetic data that goes beyond simple LLM prompting. It provides:
- Diverse data generation using statistical samplers, LLMs, or existing seed datasets
- Relationship control between fields with dependency-aware generation
- Quality validation with built-in Python, SQL, and custom local and remote validators
- LLM-as-a-judge scoring for quality assessment
- Fast iteration with preview mode before full-scale generation
For more information, visit: https://github.com/NVIDIA-NeMo/DataDesigner (pip install data-designer)
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