055-lifestyle_and_environment

Lifestyle and the environment

The Human Phenotype Project conducts comprehensive data collection through online surveys, where participants voluntarily provide information on various aspects influencing their health. This includes lifestyle and enviroment data, captured through two lifestyle surveys.

These lifestyle surveys are modeled after the UK Biobank’s touch screen questionnaire. Participants receive the full version via email to complete on the Zoho platform, either before or after their baseline visit. A shorter, follow-up version of the questionnaire is then filled out by participants during subsequent visits.

Data availability:

The information is stored in 1 parquet file: `‘lifestyle_and_environment.parquet’.

from pheno_utils import PhenoLoader
pl = PhenoLoader('lifestyle_and_environment')
pl
PhenoLoader for lifestyle_and_environment with
161 fields
2 tables: ['lifestyle_and_environment', 'age_sex']

Data dictionary

pl.dict
folder_id feature_set field_string relative_location bulk_file_extension bulk_dictionary description_string field_type array pandas_dtype stability units sampling_rate strata sexed debut completed data_coding
tabular_field_name
collection_timestamp 55 lifestyle_and_environment Collection time lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Collection time Datetime Single datetime64[ns, Asia/Jerusalem] Accruing NaN NaN Collection time Both sexes 1/9/2019 NaN NaN
collection_date 55 lifestyle_and_environment Collection date lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Collection date Date Single datetime64[ns] Accruing NaN NaN Collection time Both sexes 1/9/2019 NaN NaN
timezone 55 lifestyle_and_environment Timezone lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Timezone Categorical (single) Single category Accruing NaN NaN Collection time Both sexes 1/9/2019 NaN NaN
data_source 55 lifestyle_and_environment Data source lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Data source of survey information Text Single string Accruing NaN NaN Auxiliary Both sexes 1/9/2019 NaN NaN
activity_walking_10min_days_weekly 55 lifestyle_and_environment Number of days/week walked 10+ minutes lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In a typical WEEK, on how many days did you wa... Integer Single int Accruing Days/Week NaN Primary Both sexes 1/9/2019 NaN NaN
activity_walking_minutes_daily 55 lifestyle_and_environment Duration of walks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many minutes did you usually spend walking... Integer Single int Accruing Minutes/Day NaN Primary Both sexes 1/9/2019 NaN NaN
activity_moderate_days_weekly 55 lifestyle_and_environment Number of days/week of moderate physical activ... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In a typical WEEK, on how many days did you do... Integer Single int Accruing Days/Week NaN Primary Both sexes 1/9/2019 NaN NaN
activity_moderate_minutes_daily 55 lifestyle_and_environment Duration of moderate activity lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many minutes did you usually spend doing m... Integer Single int Accruing Minutes/Day NaN Primary Both sexes 1/9/2019 NaN NaN
activity_vigorous_days_weekly 55 lifestyle_and_environment Number of days/week of vigorous physical activ... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In a typical WEEK, how many days did you do 10... Integer Single int Accruing Days/Week NaN Primary Both sexes 1/9/2019 NaN NaN
activity_vigorous_minutes_daily 55 lifestyle_and_environment Duration of vigorous activity lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many minutes did you usually spend doing v... Integer Single int Accruing Minutes/Day NaN Primary Both sexes 1/9/2019 NaN NaN
activity_walking_pace 55 lifestyle_and_environment Usual walking pace lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How would you describe your usual walking pace? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100313
activity_staires_daily 55 lifestyle_and_environment Frequency of stair climbing in last 4 weeks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN At home, during the last 4 weeks, about how ma... Categorical (single) Single int Accruing 1/Day NaN Primary Both sexes 1/9/2019 NaN 100314
activity_transport_types 55 lifestyle_and_environment Types of transport used (excluding work) lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In the last 4 weeks, which forms of transport ... Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100299
activity_physical_types 55 lifestyle_and_environment Types of physical activity in last 4 weeks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In the last 4 weeks did you spend any time doi... Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100316
activity_walking_pleasure_monthly 55 lifestyle_and_environment Frequency of walking for pleasure in last 4 weeks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many times in the last 4 weeks did you go ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100317
activity_walking_pleasure_duration 55 lifestyle_and_environment Duration walking for pleasure lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Each time you went walking for pleasure, about... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100318
activity_other_monthly 55 lifestyle_and_environment Frequency of other exercises in last 4 weeks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many times in the last 4 weeks did you do ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100317
activity_other_duration 55 lifestyle_and_environment Duration of other exercises lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Each time you did other exercises such as swim... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100318
activity_strenuous_monthly 55 lifestyle_and_environment Frequency of strenuous sports in last 4 weeks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many times in the last 4 weeks did you do ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100317
activity_strenuous_duration 55 lifestyle_and_environment Duration of strenuous sports lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Each time you did strenuous sports, about how ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100318
activity_diy_light_monthly 55 lifestyle_and_environment Frequency of mild exercise lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many times in the last 4 weeks did you do ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100317
activity_diy_light_duration 55 lifestyle_and_environment Duration of mild exercise lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Each time you did light DIY, about how long di... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100318
activity_diy_heavy_monthly 55 lifestyle_and_environment Frequency of high exercise lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many times in the last 4 weeks did you do ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100317
activity_diy_heavy_duration 55 lifestyle_and_environment Duration of high exercise lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Each time you did heavy DIY, about how long di... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100318
activity_outdoors_summer_daily 55 lifestyle_and_environment Time spend outdoors in summer lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In a typical DAY in summer, how many hours do ... Integer Single int Accruing Hours/Day NaN Primary Both sexes 1/9/2019 NaN NaN
activity_outdoors_winter_daily 55 lifestyle_and_environment Time spent outdoors in winter lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In a typical DAY in winter, how many hours do ... Integer Single int Accruing Hours/Day NaN Primary Both sexes 1/9/2019 NaN NaN
activity_indoors_tv_daily 55 lifestyle_and_environment Time spent watching television (TV) lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In a typical DAY, how many hours do you spend ... Integer Single int Accruing Hours/Day NaN Primary Both sexes 1/9/2019 NaN NaN
activity_indoors_pc_daily 55 lifestyle_and_environment Time spent using computer lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In a typical DAY, how many hours do you spend ... Integer Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN NaN
activity_driving_daily 55 lifestyle_and_environment Time spent driving lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In a typical DAY, how many hours do you spend ... Integer Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN NaN
activity_driving_fast_frequency 55 lifestyle_and_environment Drive faster than motorway speed limit lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How often do you drive faster than the speed l... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100334
mobile_phone_years 55 lifestyle_and_environment Length of mobile phone use lifestyle_and_environment/lifestyle_and_enviro... NaN NaN For approximately how many years have you been... Categorical (single) Single int Accruing Years NaN Primary Both sexes 1/9/2019 NaN 100335
mobile_phone_weekly 55 lifestyle_and_environment Weekly usage of mobile phone in last 3 months lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Over the last 3 months, on average how much ti... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100336
mobile_phone_side 55 lifestyle_and_environment Usual side of head for mobile phone use lifestyle_and_environment/lifestyle_and_enviro... NaN NaN On what side of the head do you usually use a ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100339
sleep_hours_daily 55 lifestyle_and_environment Sleep duration lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many hours sleep do you get in every... Integer Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN NaN
sleep_waking_morning_easy 55 lifestyle_and_environment Getting up in morning lifestyle_and_environment/lifestyle_and_enviro... NaN NaN On an average day, how easy do you find gettin... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100341
sleep_chronotype 55 lifestyle_and_environment Morning/evening person (chronotype) lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you consider yourself to be? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100342
sleep_nap 55 lifestyle_and_environment Nap during day lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you have a nap during the day? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100343
sleep_insomnia 55 lifestyle_and_environment Sleeplessness / insomnia lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you have trouble falling asleep at night or... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100343
sleep_snoring 55 lifestyle_and_environment Snoring lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Does your partner or a close relative or frien... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100345
sleep_daytime 55 lifestyle_and_environment Daytime dozing / sleeping lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How likely are you to doze off or fall asleep ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100346
smoking_current_status 55 lifestyle_and_environment Current tobacco smoking lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you smoke tobacco now? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100347
smoking_past_frequency 55 lifestyle_and_environment Past tobacco smoking lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In the past, how often have you smoked tobacco? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100348
smoking_total_above_100 55 lifestyle_and_environment Light smokers, at least 100 smokes in lifetime lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In your lifetime, have you smoked a total of a... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100349
smoking_current_age_start_choice 55 lifestyle_and_environment Age started smoking in current smokers lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How old were you when you first started smokin... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291
smoking_current_age_start_number 55 lifestyle_and_environment Age started smoking in current smokers lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How old were you when you first started smokin... Integer Single int Accruing Years NaN Primary Both sexes 1/9/2019 NaN NaN
smoking_tobacco_type_present 55 lifestyle_and_environment Type of tobacco currently smoked lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What type of tobacco do you mainly smoke? Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100351
smoking_current_cigar_past_status 55 lifestyle_and_environment Previously smoked cigarettes on most/all days lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Did you previously smoke cigarettes on most or... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100352
smoking_current_cigar_past_choice 55 lifestyle_and_environment Number of cigarettes previously smoked daily (... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many cigarettes did you smoke on ave... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100353
smoking_current_cigar_past_number 55 lifestyle_and_environment Number of cigarettes previously smoked daily (... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many cigarettes did you smoke on ave... Integer Single int Accruing Cigarettes/Day NaN Primary Both sexes 1/9/2019 NaN NaN
smoking_current_cigar_age_stop_choice 55 lifestyle_and_environment Age stopped smoking cigarettes (current cigar/... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How old were you when you last smoked cigarett... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291
smoking_current_cigar_age_stop_number 55 lifestyle_and_environment Age stopped smoking cigarettes (current cigar/... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How old were you when you last smoked cigarett... Integer Single int Accruing Years NaN Primary Both sexes 1/9/2019 NaN NaN
smoking_current_choice 55 lifestyle_and_environment Number of cigarettes currently smoked daily (c... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many cigarettes do you smoke on aver... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100355
smoking_current_number 55 lifestyle_and_environment Number of cigarettes currently smoked daily (c... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many cigarettes do you smoke on aver... Integer Single int Accruing Cigarettes/Day NaN Primary Both sexes 1/9/2019 NaN NaN
smoking_current_time_after_wake 55 lifestyle_and_environment Time from waking to first cigarette lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How soon after waking do you smoke your first ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100356
smoking_current_difficulty_to_avoid_one_day 55 lifestyle_and_environment Difficulty not smoking for 1 day lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How easy or difficult would you find it to go ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100357
smoking_stop_tried 55 lifestyle_and_environment Ever tried to stop smoking lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Have you tried to give up smoking? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100358
smoking_stop_wish 55 lifestyle_and_environment Wants to stop smoking lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you want to stop smoking? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100359
smoking_present_vs_past 55 lifestyle_and_environment Smoking compared to 10 years previous lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Compared to 10 years ago do you smoke... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100360
smoking_reduced_why 55 lifestyle_and_environment Why reduced smoking lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Why did you reduce your smoking? (You can sele... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100361
smoking_former_age_start_choice 55 lifestyle_and_environment Age started smoking in former smokers lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How old were you when you first started smokin... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291
smoking_former_age_start_number 55 lifestyle_and_environment Age started smoking in former smokers lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How old were you when you first started smokin... Integer Single int Accruing Years NaN Primary Both sexes 1/9/2019 NaN NaN
smoking_former_tobacco_type 55 lifestyle_and_environment Type of tobacco previously smoked lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What type of tobacco did you usually smoke? Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100351
smoking_present_choice_dup 55 lifestyle_and_environment Number of cigarettes currently smoked daily (c... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many cigarettes did you smoke on ave... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100355
smoking_present_number_dup 55 lifestyle_and_environment Number of cigarettes currently smoked daily (c... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many cigarettes did you smoke on ave... Integer Single int Accruing Cigarettes/Day NaN Primary Both sexes 1/9/2019 NaN NaN
smoking_former_age_stop_choice 55 lifestyle_and_environment Age stopped smoking lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How old were you when you last smoked on most ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291
smoking_former_age_stop_number 55 lifestyle_and_environment Age stopped smoking lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How old were you when you last smoked on most ... Integer Single int Accruing Years NaN Primary Both sexes 1/9/2019 NaN NaN
smoking_former_stop_6_month 55 lifestyle_and_environment Ever stopped smoking for 6+ months lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In the time that you smoked, did you ever stop... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100349
smoking_former_stop_why 55 lifestyle_and_environment Why did you stop smoking? (You can select more... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Why did you stop smoking? (You can select more... Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100361
smoking_former_stop_attempts_choice 55 lifestyle_and_environment Number of unsuccessful stop-smoking attempts lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many times did you try to give up smoking ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
smoking_former_stop_attempts_number 55 lifestyle_and_environment Number of unsuccessful stop-smoking attempts lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many times did you try to give up smoking ... Integer Single int Accruing Times NaN Primary Both sexes 1/9/2019 NaN NaN
smoking_former_start_again 55 lifestyle_and_environment Likelihood of resuming smoking lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you think you may start smoking again? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100369
smoking_exposure_home 55 lifestyle_and_environment Smoking/smokers in household lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Does anyone in your household smoke? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100370
smoking_exposure_home_hours_choice 55 lifestyle_and_environment Exposure to tobacco smoke at home lifestyle_and_environment/lifestyle_and_enviro... NaN NaN At home, about how many hours per WEEK are you... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
smoking_exposure_home_hours_number 55 lifestyle_and_environment Exposure to tobacco smoke at home lifestyle_and_environment/lifestyle_and_enviro... NaN NaN At home, about how many hours per WEEK are you... Integer Single int Accruing Hours/Week NaN Primary Both sexes 1/9/2019 NaN NaN
smoking_exposure_outside_choice 55 lifestyle_and_environment Exposure to tobacco smoke outside home lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Outside of your home, about how many hours per... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
smoking_exposure_outside_hours 55 lifestyle_and_environment Exposure to tobacco smoke outside home lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Outside of your home, about how many hours per... Integer Single int Accruing Hours/Week NaN Primary Both sexes 1/9/2019 NaN NaN
diet_cooked_vegetable_intake_choice 55 lifestyle_and_environment Cooked vegetable daily intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN On average how many heaped tablespoons\nof COO... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100373
diet_vegetable_cooked_intake_number 55 lifestyle_and_environment Cooked vegetable daily intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN On average how many heaped tablespoons of COOK... Integer Single int Accruing Tablespoons/Day NaN Primary Both sexes 1/9/2019 NaN NaN
diet_vegetable_raw_intake_choice 55 lifestyle_and_environment Raw vegetable daily intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN On average, how many heaped tablespoons of SAL... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100373
diet_vegetable_raw_intake_number 55 lifestyle_and_environment Raw vegetable daily intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN On average, how many heaped tablespoons of SAL... Integer Single int Accruing Tablespoons/Day NaN Primary Both sexes 1/9/2019 NaN NaN
diet_fruit_fresh_intake_choice 55 lifestyle_and_environment Fresh fruit daily intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many pieces of FRESH fruit would you... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100373
diet_fruit_fresh_intake_number 55 lifestyle_and_environment Fresh fruit daily intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many pieces of FRESH fruit would you... Integer Single int Accruing Tablespoons/Day NaN Primary Both sexes 1/9/2019 NaN NaN
diet_fruit_dried_intake_choice 55 lifestyle_and_environment Dried fruit daily intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many pieces of DRIED fruit would you... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100373
diet_fruit_dried_intake_number 55 lifestyle_and_environment Dried fruit daily intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how many pieces of DRIED fruit would you... Integer Single int Accruing Tablespoons/Day NaN Primary Both sexes 1/9/2019 NaN NaN
diet_oily_fish_intake 55 lifestyle_and_environment Oily fish intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How often do you eat oily fish? (eg: sardines,... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100377
diet_non_oily_fish_intake 55 lifestyle_and_environment Non oily fish intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How often do you eat other types of fish? (eg:... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100377
diet_vegeterian_indicator 55 lifestyle_and_environment Are you vegeterian? lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Are you vegeterian? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 7
diet_processed_meat_intake 55 lifestyle_and_environment Processed meat intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How often do you eat processed meats (such as ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100377
diet_poultry_intake 55 lifestyle_and_environment Poultry intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How often do you eat chicken, turkey or other ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100377
diet_beef_intake 55 lifestyle_and_environment Beef intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How often do you eat beef (do not count proces... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100377
diet_lamb_intake 55 lifestyle_and_environment Lamb intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How often do you eat lamb/mutton (do not count... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100377
diet_pork_intake 55 lifestyle_and_environment Pork intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How often do you eat pork (do not count proces... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100377
diet_meat_last_ate_choice 55 lifestyle_and_environment Age when last ate meat lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How old were you when you last ate any kind of... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100291
diet_meat_last_ate_age 55 lifestyle_and_environment Age when last ate meat lifestyle_and_environment/lifestyle_and_enviro... NaN NaN At what age did you last eat any type of meat?... Integer Single int Accruing years NaN Primary Both sexes 1/9/2019 NaN NaN
diet_never_eat_eggs_dairy_wheat_sugar 55 lifestyle_and_environment Never eat eggs, dairy, wheat, sugar lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Which of the following do you NEVER eat? (you ... Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100385
diet_cheese_intake 55 lifestyle_and_environment Cheese intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How often do you eat cheese (include cheese in... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100377
diet_milk_type_used 55 lifestyle_and_environment Milk type lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What type of milk do you mainly use? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100387
diet_spread_type_used 55 lifestyle_and_environment Spread type lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What type of spread do you mainly use? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100388
diet_spread_type_used_more 55 lifestyle_and_environment Spread type lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What type of spread do you mainly use? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100673
diet_bread_intake_choice 55 lifestyle_and_environment Bread intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many slices of bread do you eat each WEEK? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100373
diet_bread_intake_number 55 lifestyle_and_environment Bread intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many slices of bread do you eat each WEEK? Integer Single int Accruing slices/week NaN Primary Both sexes 1/9/2019 NaN NaN
diet_bread_type 55 lifestyle_and_environment Bread type lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What type of bread do you mainly eat? (You ca... Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100391
diet_cereal_intake_choice 55 lifestyle_and_environment Cereal intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many bowls of cereal do you eat a WEEK? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100373
diet_cereal_intake_number 55 lifestyle_and_environment Cereal intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many bowls of cereal do you eat a WEEK? Integer Single int Accruing bowls/week NaN Primary Both sexes 1/9/2019 NaN NaN
diet_cereal_type 55 lifestyle_and_environment Cereal type lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What type of cereal do you mainly eat? (You c... Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100393
diet_add_salt_to_food 55 lifestyle_and_environment Salt added to food indication lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you add salt to your food? (do not include ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100394
diet_tea_intake_choice 55 lifestyle_and_environment Tea intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many cups of tea do you drink each DAY? (i... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100373
diet_tea_intake_number 55 lifestyle_and_environment Tea intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many cups of tea do you drink each DAY? (i... Integer Single int Accruing cups/day NaN Primary Both sexes 1/9/2019 NaN NaN
diet_coffee_intake_choice 55 lifestyle_and_environment Coffee intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many cups of coffee do you drink each DAY?... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100373
diet_coffee_intake_number 55 lifestyle_and_environment Coffee intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many cups of coffee do you drink each DAY?... Integer Single int Accruing cups/day NaN Primary Both sexes 1/9/2019 NaN NaN
diet_coffee_type 55 lifestyle_and_environment Coffee type lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What type of coffee do you usually drink? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100397
diet_hot_drink_temperature 55 lifestyle_and_environment Hot drink temperature lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How do you like your hot drinks? (such as coff... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100398
diet_water_intake_choice 55 lifestyle_and_environment Water intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many glasses of water do you drink each DAY? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100373
diet_water_intake_number 55 lifestyle_and_environment Major dietary changes in the last 5 years lifestyle_and_environment/lifestyle_and_enviro... NaN NaN How many glasses of water do you drink each DAY? Integer Single int Accruing glasses/day NaN Primary Both sexes 1/9/2019 NaN NaN
diet_major_change_5_years 55 lifestyle_and_environment Major dietary changes in the last 5 years lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Have you made any major changes to your diet i... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100400
diet_weekly_variation 55 lifestyle_and_environment Variation in diet lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Does your diet vary much from week to week? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100401
alcohol_current_frequency 55 lifestyle_and_environment Alcohol intake frequency lifestyle_and_environment/lifestyle_and_enviro... NaN NaN About how often do you drink alcohol? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100402
alcohol_past_status 55 lifestyle_and_environment Former alcohol drinker lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Did you previously drink alcohol? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100352
alcohol_monthly_red_intake_choice 55 lifestyle_and_environment Average monthly red wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many glasses of RED w... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_monthly_red_intake_number 55 lifestyle_and_environment Average monthly red wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many glasses of RED w... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_monthly_white_champagne_intake_choice 55 lifestyle_and_environment Average monthly champagne plus white wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many glasses of WHITE... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_monthly_white_champagne_intake_number 55 lifestyle_and_environment Average monthly champagne plus white wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many glasses of WHITE... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_monthly_beer_cider_intake_choice 55 lifestyle_and_environment Average monthly beer plus cider intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many pints of beer or... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_monthly_beer_cider_intake_number 55 lifestyle_and_environment Average monthly beer plus cider intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many pints of beer or... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_monthly_spirits_intake_choice 55 lifestyle_and_environment Average monthly spirits intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many measures of spir... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_monthly_spirits_intake_number 55 lifestyle_and_environment Average monthly spirits intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many measures of spir... Integer Single int Accruing measures NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_monthly_fortified_wine_intake_choice 55 lifestyle_and_environment Average monthly fortified wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many glasses of forti... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_monthly_fortified_wine_intake_number 55 lifestyle_and_environment Average monthly fortified wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many glasses of forti... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_monthly_other_intake_choice 55 lifestyle_and_environment Average monthly intake of other alcoholic drinks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many glasses of other... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_monthly_other_intake_number 55 lifestyle_and_environment Average monthly intake of other alcoholic drinks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average MONTH, how many glasses of other... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_weekly_red_intake_choice 55 lifestyle_and_environment Average weekly red wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many glasses of RED wi... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_weekly_red_intake_number 55 lifestyle_and_environment Average weekly red wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many glasses of RED wi... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_weekly_white_champagne_intake_choice 55 lifestyle_and_environment Average weekly champagne plus white wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many glasses of WHITE ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_weekly_white_champagne_intake_number 55 lifestyle_and_environment Average weekly champagne plus white wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many glasses of WHITE ... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_weekly_beer_cider_intake_choice 55 lifestyle_and_environment Average weekly beer plus cider intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many pints of beer or ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_weekly_beer_cider_intake_number 55 lifestyle_and_environment Average weekly beer plus cider intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many pints of beer or ... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_weekly_spirits_intake_choice 55 lifestyle_and_environment Average weekly spirits intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many measures of spiri... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_weekly_spirits_intake_number 55 lifestyle_and_environment Average weekly spirits intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many measures of spiri... Integer Single int Accruing measures NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_weekly_fortified_wine_intake_choice 55 lifestyle_and_environment Average weekly fortified wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many glasses of fortif... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_weekly_fortified_wine_intake_number 55 lifestyle_and_environment Average weekly fortified wine intake lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many glasses of fortif... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_weekly_other_intake_choice 55 lifestyle_and_environment Average weekly intake of other alcoholic drinks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many glasses of other ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN P100291_1
alcohol_weekly_other_intake_number 55 lifestyle_and_environment Average weekly intake of other alcoholic drinks lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In an average WEEK, how many glasses of other ... Integer Single int Accruing glasses NaN Primary Both sexes 1/9/2019 NaN NaN
alcohol_current_with_meals 55 lifestyle_and_environment Alcohol usually taken with meals lifestyle_and_environment/lifestyle_and_enviro... NaN NaN When you drink alcohol is it usually with meals? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100416
alcohol_present_vs_past 55 lifestyle_and_environment Alcohol intake versus 10 years previously lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Compared to 10 years ago, do you drink? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100417
alcohol_reduced_why 55 lifestyle_and_environment Reason for reducing amount of alcohol drunk lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Why did you reduce the amount you drank? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100418
alcohol_stopped_why 55 lifestyle_and_environment Reason former drinker stopped drinking alcohol lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Why did you stop drinking alcohol? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100418
extra_diet_kosher 55 lifestyle_and_environment Keep kosher lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you keep kosher? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 040_01
extra_diet_margarine 55 lifestyle_and_environment Eat margerine lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you eat margarine? Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 040_02
extra_diet_frying_oil_type 55 lifestyle_and_environment Type of fat used for frying lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Type of fat used for frying Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 040_03
extra_diet_press_oil_type 55 lifestyle_and_environment Main oil for frying lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Pressing type Main oil for frying Categorical (multiple) Multiple object Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 040_04
extra_diet_main_dairy_source 55 lifestyle_and_environment Main cheese and milk source lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Main cheese and milk source Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 040_05
extra_diet_cheese_fat_percentage 55 lifestyle_and_environment Fat percentage in cheeses lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Fat percentage in cheeses Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 040_06
extra_diet_moldy_cheese_frequency 55 lifestyle_and_environment Moldy cheese frequency lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you eat moldy cheeses (Camembert, Brie, Gor... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 040_07
extra_diet_cereal_sugared 55 lifestyle_and_environment Eat breakfast cereal and/or quark porridge/gra... lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Do you usually eat breakfast cereal and/or qua... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 040_08
skin_color 55 lifestyle_and_environment Skin colour lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What best describes the colour of your skin wi... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100431
skin_ease_of_burn 55 lifestyle_and_environment Ease of skin tanning lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What would happen to your skin if it was repea... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100432
skin_past_sunburns 55 lifestyle_and_environment Childhood sunburn occasions lifestyle_and_environment/lifestyle_and_enviro... NaN NaN Before the age of 15, how many times did you s... Integer Single int Accruing Times NaN Primary Both sexes 1/9/2019 NaN NaN
hair_color 55 lifestyle_and_environment Hair colour (natural, before greying) lifestyle_and_environment/lifestyle_and_enviro... NaN NaN What best describes your natural hair colour? ... Categorical (single) Single int Accruing NaN NaN Primary Both sexes 1/9/2019 NaN 100434
activiy_indoors_pc_daily 55 lifestyle_and_environment Time spent using computer lifestyle_and_environment/lifestyle_and_enviro... NaN NaN In a typical DAY, how many hours do you spend ... Integer Single int Accruing NaN NaN Primary Both sexes 2/17/2020 NaN NaN