049-medical_symptoms

Medical symptoms

The Human Phenotype Project study collects medical data through online surveys, where participants self-report their experiences with various medical symptoms. This method depends on individuals accurately conveying their own health experiences. Obtaining detailed and thorough information about the symptoms people experience is essential to understand their actual impact on individual health.

In the initial phase of the study, during registration, participants are asked to provide information about any medical symptoms they have experienced in the Initial Medical Survey. Additional data is then collected in the Follow-up UKBB Survey during subsequent visits, allowing for ongoing tracking of these symptoms

An additional survey is asked to participants focusing on Irritable Bowel Syndrome (IBS) and digestive health. This IBS survey is an adaptation of the UK Biobank online gastro-intestinal health self-assessment questionnaire. Many of the questions in the UK Biobank gut health (IBS) questionnaire were adopted from the World Gastroenterology Association questionnaire (2009). Questions asked are related to the participant’s bowel habits, characterization of abdominal pain patterns, accompanying symptoms, and history of IBS in the family.

Data availability:

The information is stored in 3 parquest files: initial_medical.parquet, follow_up_ukbb.parquet and digestve_health.parquet

from pheno_utils import PhenoLoader
pl = PhenoLoader('medical_symptoms')
pl
PhenoLoader for medical_symptoms with
86 fields
4 tables: ['initial_medical', 'follow_up_ukbb', 'digestive_health', 'age_sex']

Data dictionary

pl.dict
folder_id feature_set field_string relative_location bulk_file_extension bulk_dictionary description_string field_type array stability units sampling_rate strata sexed debut completed pandas_dtype data_coding
tabular_field_name
collection_timestamp 49 initial_medical Collection timestamp medical_symptoms/initial_medical.parquet NaN NaN Timestamp of measurements collection Datetime Single Accruing Time NaN Collection time Both sexes 2/26/2020 NaN datetime64[ns, Asia/Jerusalem] NaN
collection_date 49 initial_medical Collection date medical_symptoms/initial_medical.parquet NaN NaN Date of measurments collection Date Single Accruing Time NaN Collection time Both sexes 2/26/2020 NaN datetime64[ns] NaN
timezone 49 initial_medical Timezone medical_symptoms/initial_medical.parquet NaN NaN Timezone of the measurments Categorical (single) Single Accruing NaN NaN Collection time Both sexes 2/26/2020 NaN string NaN
are_you_suffering_for_the_following_symptoms 49 initial_medical Are you suffering for the following symptoms medical_symptoms/initial_medical.parquet NaN NaN Are you suffering for the following symptoms Categorical (multiple) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN object 049_01
how_often_headache 49 initial_medical How often headache medical_symptoms/initial_medical.parquet NaN NaN How often do you have a headaches? Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_02
chest_pain_during_power_walking_up_stairs_uphill 49 initial_medical Chest pain during power walking up stairs uphill medical_symptoms/initial_medical.parquet NaN NaN Does the chest pain/discomfort occur when you ... Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 7
chest_pain_dissipates_with_rest 49 initial_medical Chest pain dissipates with rest medical_symptoms/initial_medical.parquet NaN NaN Does the chest pain go away with rest? Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 7
leg_pain_stops_with_rest 49 initial_medical Leg pain stops with rest medical_symptoms/initial_medical.parquet NaN NaN Does the leg pain stop when you stop walking? Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 7
mood_most_days 49 initial_medical Mood most days medical_symptoms/initial_medical.parquet NaN NaN How would you define your mood most days? Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_03
tired_day 49 initial_medical Tired day medical_symptoms/initial_medical.parquet NaN NaN Do you feel like you need to rest during the t... Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
hard_to_climb 49 initial_medical Hard to climb medical_symptoms/initial_medical.parquet NaN NaN Do you feel difficulty walking or climbing sta... Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
hard_to_routine 49 initial_medical Hard to routine medical_symptoms/initial_medical.parquet NaN NaN Do you have difficulty doing routine tasks at ... Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
rarely_leave_home 49 initial_medical Rarely leave home medical_symptoms/initial_medical.parquet NaN NaN Do you tend to leave your house only rarely? Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
rarely_spent_time_friends_family 49 initial_medical Rarely spent time firends family medical_symptoms/initial_medical.parquet NaN NaN Do you socialize with family and friends only ... Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
hard_to_work 49 initial_medical Hard to work medical_symptoms/initial_medical.parquet NaN NaN Do you feel physical difficulty or limitation ... Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
hard_to_relax 49 initial_medical Hard to relax medical_symptoms/initial_medical.parquet NaN NaN Do you find it difficult to engage in hobbies ... Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
hard_to_have_sex 49 initial_medical Hard to have sex medical_symptoms/initial_medical.parquet NaN NaN Do you have difficulty having sex? Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
feeling_tired 49 initial_medical Feeling tired medical_symptoms/initial_medical.parquet NaN NaN Do you feel tired, weak, have low energy? Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
feeling_like_a_burdan 49 initial_medical Feeling like a burdan medical_symptoms/initial_medical.parquet NaN NaN Did you feel a burden on your environment due ... Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
worried_about_your_health 49 initial_medical Worried about your health medical_symptoms/initial_medical.parquet NaN NaN Are you worried due to your health condition? Categorical (single) Single Accruing NaN NaN Primary Both sexes 2/26/2020 NaN int 049_04
collection_timestamp 49 follow_up_ukbb Collection timestamp medical_symptoms/follow_up_ukbb.parquet NaN NaN Timestamp of measurements collection Datetime Single Accruing Time NaN Collection time Both sexes 2/26/2020 NaN datetime64[ns, Asia/Jerusalem] NaN
collection_date 49 follow_up_ukbb Collection date medical_symptoms/follow_up_ukbb.parquet NaN NaN Date of measurments collection Date Single Accruing Time NaN Collection time Both sexes 2/26/2020 NaN datetime64[ns] NaN
timezone 49 follow_up_ukbb Timezone medical_symptoms/follow_up_ukbb.parquet NaN NaN Timezone of the measurments Categorical (single) Single Accruing NaN NaN Collection time Both sexes 2/26/2020 NaN category NaN
mlhfq_rest_during_day 49 follow_up_ukbb Do you feel the need to rest during the day? medical_symptoms/follow_up_ukbb.parquet NaN NaN Do you feel the need to rest during the day? Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_difficulty_walking 49 follow_up_ukbb Do you feel difficulty walking or climbing sta... medical_symptoms/follow_up_ukbb.parquet NaN NaN Do you feel difficulty walking or climbing sta... Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_difficulty_house_work 49 follow_up_ukbb Do you have difficulty doing routine tasks at ... medical_symptoms/follow_up_ukbb.parquet NaN NaN Do you have difficulty doing routine tasks at ... Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_rarely_leave_house 49 follow_up_ukbb Do you rarely leave your house? medical_symptoms/follow_up_ukbb.parquet NaN NaN Do you rarely leave your house? Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_rarely_socialize 49 follow_up_ukbb Do you rarely socialize with family and friends? medical_symptoms/follow_up_ukbb.parquet NaN NaN Do you rarely socialize with family and friends? Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_difficulty_working 49 follow_up_ukbb Do you feel physical difficulty working for a ... medical_symptoms/follow_up_ukbb.parquet NaN NaN Do you feel physical difficulty working for a ... Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_difficulty_maintining_hobbies 49 follow_up_ukbb Do you find it difficult to engage in hobbies ... medical_symptoms/follow_up_ukbb.parquet NaN NaN Do you find it difficult to engage in hobbies ... Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_difficulty_intercourse 49 follow_up_ukbb Do you have difficulty having sex? medical_symptoms/follow_up_ukbb.parquet NaN NaN Do you have difficulty having sex? Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_fatigue 49 follow_up_ukbb Do you feel tired, weak, have low energy? medical_symptoms/follow_up_ukbb.parquet NaN NaN Do you feel tired, weak, have low energy? Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_liability 49 follow_up_ukbb Have you felt a burden on your environment due... medical_symptoms/follow_up_ukbb.parquet NaN NaN Have you felt a burden on your environment due... Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
mlhfq_medical_state_concers 49 follow_up_ukbb Are you worried about your health? medical_symptoms/follow_up_ukbb.parquet NaN NaN Are you worried about your health? Integer Single Accruing NaN NaN Primary Both sexes 2/17/2020 NaN int NaN
collection_timestamp 49 digestive_health Collection timestamp medical_symptoms/digestive_health.parquet NaN NaN Collection timestamp Datetime Single Accruing Time NaN Collection time Both sexes 1/9/2019 NaN datetime64[ns, Asia/Jerusalem] NaN
collection_date 49 digestive_health Collection date medical_symptoms/digestive_health.parquet NaN NaN Collection date Date Single Accruing Time NaN Collection time Both sexes 1/9/2019 NaN datetime64[ns] NaN
timezone 49 digestive_health Timezone medical_symptoms/digestive_health.parquet NaN NaN Timezone of the measurments Categorical (single) Single Accruing NaN NaN Collection time Both sexes 1/9/2019 NaN string NaN
abdomen_pain_frequency_past_3_months 49 digestive_health Frequency of discomfort/pain in abdomen in las... medical_symptoms/digestive_health.parquet NaN NaN In the last 3 months, how often did you have d... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 042_01
abdomen_pain_women_during_period 49 digestive_health Discomfort/pain occurring only during menstrua... medical_symptoms/digestive_health.parquet NaN NaN Did this discomfort or pain occur only during ... Categorical (single) Single Accruing NaN NaN Primary Females only 1/9/2019 NaN int 042_02
abdomen_pain_past_6_months 49 digestive_health Abdominal discomfort/pain for 6 months or longer medical_symptoms/digestive_health.parquet NaN NaN Have you had this discomfort or pain 6 months ... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503
abdomen_pain_improve_after_bowl_movement 49 digestive_health Frequency of discomfort/pain getting better or... medical_symptoms/digestive_health.parquet NaN NaN How often did this discomfort or pain get bett... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 950
abdomen_pain_increases_bowl_movements 49 digestive_health More frequent bowel movements when abdominal d... medical_symptoms/digestive_health.parquet NaN NaN When this discomfort or pain started, did you ... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 950
abdomen_pain_decreases_bowl_movements 49 digestive_health Less frequent bowel movements when abdominal d... medical_symptoms/digestive_health.parquet NaN NaN When this discomfort or pain started, did you ... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 950
soft_stool_during_abdomen_pain 49 digestive_health Stools looser when abdominal discomfort/pain s... medical_symptoms/digestive_health.parquet NaN NaN When this discomfort or pain started, were you... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 950
hard_stool_during_abdomen_pain 49 digestive_health Frequency of harder stools when abdominal disc... medical_symptoms/digestive_health.parquet NaN NaN When this discomfort or pain started, how ofte... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 950
hard_stool_frequency_past_3_months 49 digestive_health Frequency of hard/lumpy stools in the last 3 m... medical_symptoms/digestive_health.parquet NaN NaN In the last 3 months, how often did you have h... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 950
soft_stool_frequency_past_3_months 49 digestive_health Frequency of loose/mushy/watery stools in the ... medical_symptoms/digestive_health.parquet NaN NaN In the last 3 months, how often did you have l... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 950
abdomen_pain_current 49 digestive_health Currently (in last 3 months) suffer from abdom... medical_symptoms/digestive_health.parquet NaN NaN Do you currently (in the last 3 months) suffer... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503
abdomen_pain_current_severity 49 digestive_health Severity of current abdominal pain medical_symptoms/digestive_health.parquet NaN NaN How severe is your abdominal pain? Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
abdomen_pain_days_out_of_10 49 digestive_health Number of days (out of 10) with abdominal pain medical_symptoms/digestive_health.parquet NaN NaN Please move the slider to select the number of... Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
abdomen_pain_current_distension 49 digestive_health Currently suffer from abdominal distension medical_symptoms/digestive_health.parquet NaN NaN Do you currently suffer from abdominal distens... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503
abdomen_pain_current_distension_severity 49 digestive_health Severity of current abdominal distension/tight... medical_symptoms/digestive_health.parquet NaN NaN How severe is your abdominal distension/tightn... Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
bowl_movements_current_satisfaction 49 digestive_health Satisfaction with bowel habits medical_symptoms/digestive_health.parquet NaN NaN How happy/satisfied are you with your bowel ha... Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
abdomen_pain_current_general_interference 49 digestive_health Degree to which abdominal pain/discomfort/alte... medical_symptoms/digestive_health.parquet NaN NaN Please indicate how much abdominal pain or dis... Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
bowl_movements_daily_max 49 digestive_health Greatest number of times bowels opened per day medical_symptoms/digestive_health.parquet NaN NaN What is the greatest number of times you open ... Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
bowl_movements_daily_min 49 digestive_health Least number of times bowels opened per week medical_symptoms/digestive_health.parquet NaN NaN What is the least number of times you open you... Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
bowl_movements_daily_average 49 digestive_health Average number of times bowels opened per day medical_symptoms/digestive_health.parquet NaN NaN What is the average number of times you open y... Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
abdomen_pain_work_weeks_missed_number 49 digestive_health Number of weeks absent from work due to IBS, i... medical_symptoms/digestive_health.parquet NaN NaN In the last year approximately how many weeks ... Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
abdomen_pain_work_weeks_missed_choice 49 digestive_health When gave up work due to IBS medical_symptoms/digestive_health.parquet NaN NaN Question asked when the participant had given ... Categorical (multiple) Multiple Accruing NaN NaN Primary Both sexes 1/9/2019 NaN object 042_03
abdomen_pain_work_weeks_suffering 49 digestive_health Number of weeks (in the last year) at work suf... medical_symptoms/digestive_health.parquet NaN NaN Question asked how many weeks (in the last yea... Integer Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int NaN
back_pain_past_3_months 49 digestive_health Degree bothered by back pain in the past 3 months medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
legs_joint_pain_past_3_months 49 digestive_health Degree bothered by pain in arms/legs/joints in... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
menstural_cramps_past_3_months 49 digestive_health Degree bothered by menstrual cramps or other p... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Females only 1/9/2019 NaN int 399
headaches_past_3_months 49 digestive_health Degree bothered by headaches in the last 3 months medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
chest_pain_past_3_months 49 digestive_health Degree bothered by chest pain in the last 3 mo... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
dizziness_past_3_months 49 digestive_health Degree bothered by dizziness in the last 3 months medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
fainting_past_3_months 49 digestive_health Degree bothered by fainting spells in the last... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
heart_race_past_3_months 49 digestive_health Degree bothered by feeling heart pound/race in... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
shortness_of_breath_past_3_months 49 digestive_health Degree bothered by shortness of breath in the ... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
intercourse_pain_past_3_months 49 digestive_health Degree bothered by pain/problems during interc... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
bladder_irritability_past_3_months 49 digestive_health Degree bothered by urinary frequency/bladder i... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
nausea_past_3_months 49 digestive_health Degree bothered by nausea in the last 3 months medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
tired_past_3_months 49 digestive_health Degree bothered by feeling tired all the time ... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
sleeping_trouble_past_3_months 49 digestive_health Degree bothered by trouble sleeping in the las... medical_symptoms/digestive_health.parquet NaN NaN During the past 3 months, how much have you be... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 399
anxiety_treatment_past 49 digestive_health Ever been offered/sought treatment for anxiety medical_symptoms/digestive_health.parquet NaN NaN Have you ever been offered or sought treatment... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503
depression_treatment_past 49 digestive_health Ever been offered/sought treatment for depression medical_symptoms/digestive_health.parquet NaN NaN Have you ever been offered or sought treatment... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503
sensitive_stomach 49 digestive_health Sensitive stomach medical_symptoms/digestive_health.parquet NaN NaN Do you have a sensitive stomach? Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 502
history_family_ibs 49 digestive_health Family history of IBS medical_symptoms/digestive_health.parquet NaN NaN Do you have a family history of IBS in your pa... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 502
history_birth_caesarian_section 49 digestive_health Born by caesarian section medical_symptoms/digestive_health.parquet NaN NaN Were you born by caesarian section? Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 502
history_childhood_antibiotics 49 digestive_health Long-term/recurrent antibiotics as child or te... medical_symptoms/digestive_health.parquet NaN NaN During childhood or as a teenager did you rece... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 502
history_diagnoses_celiac 49 digestive_health Diagnosed with coeliac disease or gluten sensi... medical_symptoms/digestive_health.parquet NaN NaN Have you been diagnosed with coeliac disease/g... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 502
history_diagnoses_celiac_method 49 digestive_health Method of coeliac disease/gluten sensitivity d... medical_symptoms/digestive_health.parquet NaN NaN When you were diagnosed with coeliac disease/g... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 1862
history_diagnoses_ibs 49 digestive_health Ever diagnosed with IBS medical_symptoms/digestive_health.parquet NaN NaN Have you ever been diagnosed with IBS? Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 502
history_ibs_symptoms_speed 49 digestive_health Speed of onset of IBS symptoms medical_symptoms/digestive_health.parquet NaN NaN Did your IBS symptoms start suddenly, over one... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 2730
history_ibs_first_symptoms_infection 49 digestive_health Infectious illness diagnosis status when IBS s... medical_symptoms/digestive_health.parquet NaN NaN When your IBS symptoms first began (or up to t... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503
history_ibs_first_symptoms_infection_choice 49 digestive_health Infection diagnosed alongside IBS when IBS sym... medical_symptoms/digestive_health.parquet NaN NaN Question asked the participant to select the i... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 7310
history_ibs_first_symptoms_fever 49 digestive_health Fever when IBS symptoms first began medical_symptoms/digestive_health.parquet NaN NaN When your IBS symptoms first began (or up to t... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503
history_ibs_first_symptoms_diarrhoea 49 digestive_health Diarrhoea when IBS symptoms first began medical_symptoms/digestive_health.parquet NaN NaN When your IBS symptoms first began (or up to t... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503
history_ibs_first_symptoms_bloody_diarrhoea 49 digestive_health Bloody diarrhoea when IBS symptoms first began medical_symptoms/digestive_health.parquet NaN NaN When your IBS symptoms first began (or up to t... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503
history_ibs_first_symptoms_vomiting 49 digestive_health Vomiting when IBS symptoms first began medical_symptoms/digestive_health.parquet NaN NaN When your IBS symptoms first began (or up to t... Categorical (single) Single Accruing NaN NaN Primary Both sexes 1/9/2019 NaN int 503