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seeker_auto_001
[ { "age": 20, "category": "Identity Crises", "confidence": 0.85, "summary": "Navigating identity amid refugee displacement and cultural adaptation." }, { "age": 21, "category": "Addictive Behaviors (e.g., Drug Use, Gambling)", "confidence": 0.7, "summary": "Coping with trauma thro...
seeker_auto_002
[ { "age": 20, "category": "Self-Esteem Issues", "confidence": 0.8, "summary": "Struggling with self-worth due to refugee status and family separation." }, { "age": 21, "category": "Appearance Anxiety", "confidence": 0.7, "summary": "Anxiety about appearance from trauma and social ...
seeker_auto_003
[ { "age": 20, "category": "School Bullying", "confidence": 0.9, "summary": "Bullying at university due to foreign accent and cultural differences." }, { "age": 21, "category": "Motivation Problems", "confidence": 1, "summary": "Motivation problems from ongoing depression and socia...
seeker_auto_004
[ { "age": 20, "category": "School Bullying", "confidence": 0.6, "summary": "Bullying during pandemic-era school years" }, { "age": 21, "category": "Appearance Anxiety", "confidence": 0.7, "summary": "Concerns over appearance in new cultural environment" }, { "age": 22, ...
seeker_auto_005
[ { "age": 20, "category": "Internet Addiction", "confidence": 0.85, "summary": "Adjusting to adult life in new country." }, { "age": 21, "category": "Self-Harm Behaviors", "confidence": 0.8, "summary": "Identity formation amidst displacement." }, { "age": 22, "category...
seeker_auto_006
[ { "age": 20, "category": "Motivation Problems", "confidence": 0.85, "summary": "Struggles to find purpose in early career amidst cultural displacement." }, { "age": 21, "category": "Goal Setting Issues", "confidence": 0.8, "summary": "Ambitious goals clash with limited opportunit...
seeker_auto_007
[ { "age": 20, "category": "School Bullying", "confidence": 0.6, "summary": "Faced bullying in university due to regional accent and economic background." }, { "age": 21, "category": "Self-Esteem Issues", "confidence": 0.8, "summary": "Questioned self-worth while adapting to univer...
seeker_auto_008
[ { "age": 20, "category": "School Bullying", "confidence": 0.6, "summary": "Faced bullying due to frequent moves and mixed cultural background during school years." }, { "age": 21, "category": "Motivation Problems", "confidence": 0.8, "summary": "Struggles with motivation due to r...
seeker_auto_009
[ { "age": 20, "category": "School Bullying", "confidence": 0.9, "summary": "Dealing with lingering trauma from past school bullying experiences." }, { "age": 21, "category": "Motivation Problems", "confidence": 0.8, "summary": "Struggling with motivation amid university transition...
seeker_auto_010
[ { "age": 20, "category": "Procrastination", "confidence": 0.8, "summary": "Delaying career decisions due to conservative societal expectations in Doha." }, { "age": 21, "category": "Eating Disorders", "confidence": 0.6, "summary": "Experiencing body image pressures in conservativ...
seeker_auto_011
[ { "age": 20, "category": "School Bullying", "confidence": 0.8, "summary": "Faced bullying during school years in Nairobi amid pandemic disruptions." }, { "age": 21, "category": "Appearance Anxiety", "confidence": 0.7, "summary": "Worried about appearance in competitive art circle...
seeker_auto_012
[ { "age": 20, "category": "School Bullying", "confidence": 0.7, "summary": "Facing peer bullying due to cultural differences in academic setting." }, { "age": 21, "category": "Self-Esteem Issues", "confidence": 0.8, "summary": "Struggling with self-worth amid cultural identity con...
seeker_auto_013
[ { "age": 20, "category": "School Bullying", "confidence": 0.3, "summary": "School bullying during Shanghai's turbulent 1940s." }, { "age": 21, "category": "Self-Esteem Issues", "confidence": 0.4, "summary": "Questioning self-worth amid cultural transitions." }, { "age": 2...
seeker_auto_014
[ { "age": 20, "category": "Self-Harm Behaviors", "confidence": 0.7, "summary": "Identity confusion from refugee displacement and cultural adjustment." }, { "age": 21, "category": "Eating Disorders", "confidence": 0.6, "summary": "Body image struggles amid unstable refugee family l...
seeker_auto_015
[ { "age": 20, "category": "Appearance Anxiety", "confidence": 0.9, "summary": "Anxiety over appearance due to immigrant status and cultural adjustment in Norway." }, { "age": 21, "category": "Self-Esteem Issues", "confidence": 0.85, "summary": "Struggles with self-worth amid langu...
seeker_auto_016
[ { "age": 20, "category": "School Bullying", "confidence": 0.6, "summary": "Navigating online school challenges and peer conflicts during pandemic lockdowns." }, { "age": 21, "category": "Motivation Problems", "confidence": 0.8, "summary": "Struggling with motivation amid cultural...
seeker_auto_017
[ { "age": 20, "category": "School Bullying", "confidence": 0.6, "summary": "Faced social exclusion during university due to cultural differences." }, { "age": 21, "category": "Motivation Problems", "confidence": 0.8, "summary": "Struggled with motivation in early career due to unc...
seeker_auto_018
[ { "age": 20, "category": "Academic Pressure", "confidence": 0.85, "summary": "Intense pressure to excel in university studies amid colonial education system." }, { "age": 21, "category": "School Bullying", "confidence": 0.75, "summary": "Bullied by peers for traditional values an...
seeker_auto_019
[ { "age": 20, "category": "Procrastination", "confidence": 0.8, "summary": "Struggles with academic deadlines due to rumination and perfectionism." }, { "age": 21, "category": "Identity Crises", "confidence": 0.9, "summary": "Questioning cultural identity and academic path in a fo...
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KakoVerse Crisis Profiles v0

Age-indexed crisis summaries (ages 20-100) aligned with the persona grid.

Usage

from datasets import load_dataset

ds = load_dataset("Reza2kn/kakoverse-crisis-profiles-v0")
print(ds["train"][0])

Provenance

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