044-sex_specific_factors

Sex-specifc factors

The Human Phenotype Project conducts comprehensive data collection through online surveys, where participants voluntarily provide information on various aspects influencing their health. This includes sex-specifc factors, captured through mutiple surveys.

The lifestyle surveys (ukbb and follow-up ukbb) 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 5 parquet files: menstrual_cycle, initial_medical.parquet, follow_up_medical.parquet, ukbb.parquet and follow_up_ukbb.parquet which indicate the different sources where information is collected from.

from pheno_utils import PhenoLoader
pl = PhenoLoader('sex_specific_factors')
pl
PhenoLoader for sex_specific_factors with
99 fields
6 tables: ['menstrual_cycle_survey', 'initial_medical', 'ukbb', 'follow_up_ukbb', 'follow_up_medical', '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 44 menstrual_cycle_survey Collection timestamp sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Timestamp of measurements collection Datetime Single datetime64[ns, Asia/Jerusalem] Accruing Time NaN Collection time Both sexes 12-06-2022 NaN NaN
collection_date 44 menstrual_cycle_survey Collection date sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Date of measurments collection Date Single datetime64[ns] Accruing Time NaN Collection time Both sexes 12-06-2022 NaN NaN
timezone 44 menstrual_cycle_survey Timezone sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Timezone of the measurments Categorical (single) Single category Accruing NaN NaN Collection time Both sexes 12-06-2022 NaN NaN
menstural_cycle_past_3_months 44 menstrual_cycle_survey did_menstruation_occur sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Did you get a menstural cycle during the previ... Categorical (single) Single int Accruing NaN NaN Primary Females only 12-06-2022 NaN 7
menstural_cycle_index 44 menstrual_cycle_survey cycle_index sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Index of the menstural cycle recorded Integer Single int Accruing NaN NaN Primary Females only 12-06-2022 NaN NaN
menstural_cycle_start_date 44 menstrual_cycle_survey started_at sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Do you know when is started? Date Single datetime64[ns] Accruing NaN NaN Primary Females only 12-06-2022 NaN NaN
menstural_cycle_start_description 44 menstrual_cycle_survey started_at_description sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Description of the start date of the menstural... Categorical (single) Single int Accruing NaN NaN Primary Females only 12-06-2022 NaN 044_01
menstural_cycle_end_date 44 menstrual_cycle_survey ended_at sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Do you know when it ended? Date Single datetime64[ns] Accruing NaN NaN Primary Females only 12-06-2022 NaN NaN
menstural_cycle_end_description 44 menstrual_cycle_survey ended_at_description sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Description of the end date of the menstural c... Categorical (single) Single int Accruing NaN NaN Primary Females only 12-06-2022 NaN 044_01
survey_format 44 menstrual_cycle_survey questioning_format sex_specific_factors/menstrual_cycle_survey.pa... NaN NaN Survey format used when survey was filled Text Single string Accruing NaN NaN Auxiliary Females only 12-06-2022 NaN NaN
collection_timestamp 44 initial_medical Collection timestamp sex_specific_factors/initial_medical.parquet NaN NaN Timestamp of measurements collection Datetime Single datetime64[ns, Asia/Jerusalem] Accruing Time NaN Collection time Both sexes 2/26/2020 NaN NaN
collection_date 44 initial_medical Collection date sex_specific_factors/initial_medical.parquet NaN NaN Date of measurments collection Date Single datetime64[ns] Accruing Time NaN Collection time Both sexes 2/26/2020 NaN NaN
timezone 44 initial_medical Timezone sex_specific_factors/initial_medical.parquet NaN NaN Timezone of the measurments Categorical (single) Single string Accruing NaN NaN Collection time Both sexes 2/26/2020 NaN NaN
menarche_age 44 initial_medical Menarche age sex_specific_factors/initial_medical.parquet NaN NaN At what age did you get your first period? Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
is_getting_period_ques 44 initial_medical Is getting period ques sex_specific_factors/initial_medical.parquet NaN NaN Are you still getting your period? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN 7
menopause_age 44 initial_medical Menopause age sex_specific_factors/initial_medical.parquet NaN NaN Age when you got your last period? Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
regular_periods_past 44 initial_medical Regular periods past sex_specific_factors/initial_medical.parquet NaN NaN Had regular periods in the past? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN 21
regular_periods_present 44 initial_medical Regular periods present sex_specific_factors/initial_medical.parquet NaN NaN Do you experience a regular menstrual cycle? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN 21
menstrual_cycle_average 44 initial_medical Menstrual cycle average sex_specific_factors/initial_medical.parquet NaN NaN What is the average time between the cycles? (... Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
period_duration_days 44 initial_medical Period duration days sex_specific_factors/initial_medical.parquet NaN NaN What is the average duration of each period? (... Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
tampons_pads_average_per_day 44 initial_medical Tampons pads average per day sex_specific_factors/initial_medical.parquet NaN NaN How many pads/tampons do you need to change on... Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
Intermenstrual_bleeding 44 initial_medical Intermenstrual bleeding sex_specific_factors/initial_medical.parquet NaN NaN Do you suffer from bleeding between periods? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN 21
period_pain 44 initial_medical Period pain sex_specific_factors/initial_medical.parquet NaN NaN Do you experience pain during your periods? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN 040_13
symptoms_of_menstruation 44 initial_medical Symptoms of menstruation sex_specific_factors/initial_medical.parquet NaN NaN Do you suffer from the following symptoms in t... Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 2/26/2020 NaN 040_14
contraception_type 44 initial_medical Contraception type sex_specific_factors/initial_medical.parquet NaN NaN What type of contraception method do you use? Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 2/26/2020 NaN 040_15
women_symptoms 44 initial_medical Women symptoms sex_specific_factors/initial_medical.parquet NaN NaN Do you suffer from any of the following symptoms: Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 2/26/2020 NaN 040_16
hot_flashes_age 44 initial_medical Hot flashes age sex_specific_factors/initial_medical.parquet NaN NaN At what age did you start feeling hot flashes? Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
vaginal_dryness_age 44 initial_medical Vaginal dryness age sex_specific_factors/initial_medical.parquet NaN NaN Vaginal dryness age Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
low_libido_age 44 initial_medical Low libido age sex_specific_factors/initial_medical.parquet NaN NaN Low libido age Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
mood_changes_age 44 initial_medical Mood changes age sex_specific_factors/initial_medical.parquet NaN NaN Mood changes age Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
dry_skin_age 44 initial_medical Dry skin age sex_specific_factors/initial_medical.parquet NaN NaN Dry skin age Integer Single int Accruing NaN NaN Primary Females only 2/26/2020 NaN NaN
facial_hair_age 44 initial_medical Facial hair age sex_specific_factors/initial_medical.parquet NaN NaN Facial hair age Integer Single int Accruing NaN NaN Primary Males only 2/26/2020 NaN NaN
voice_changes_age 44 initial_medical Voice changes age sex_specific_factors/initial_medical.parquet NaN NaN Voice changes age Integer Single int Accruing NaN NaN Primary Males only 2/26/2020 NaN NaN
sperm_count_test 44 initial_medical Sperm count test sex_specific_factors/initial_medical.parquet NaN NaN Sperm count test Categorical (single) Single int Accruing NaN NaN Primary Males only 2/26/2020 NaN 21
sperm_count_test_results 44 initial_medical Sperm count test results sex_specific_factors/initial_medical.parquet NaN NaN Sperm count test results Categorical (single) Single int Accruing NaN NaN Primary Males only 2/26/2020 NaN 048_01
collection_timestamp 44 ukbb Collection timestamp sex_specific_factors/ukbb.parquet NaN NaN Timestamp of measurements collection Datetime Single datetime64[ns, Asia/Jerusalem] Accruing Time NaN Collection time Both sexes NaN NaN NaN
collection_date 44 ukbb Collection date sex_specific_factors/ukbb.parquet NaN NaN Date of measurments collection Date Single datetime64[ns] Accruing Time NaN Collection time Both sexes NaN NaN NaN
timezone 44 ukbb Timezone sex_specific_factors/ukbb.parquet NaN NaN Timezone of the measurments Categorical (single) Single string Accruing NaN NaN Collection time Both sexes NaN NaN NaN
health_male_past_first_facial_hear_age 44 ukbb Relative age of first facial hair sex_specific_factors/ukbb.parquet NaN NaN When did you start to grow facial hair? Categorical (single) Single int Accruing NaN NaN Primary Males only 1/9/2019 NaN 100570
health_male_past_voice_break_age 44 ukbb Relative age voice broke sex_specific_factors/ukbb.parquet NaN NaN When did your voice break? Categorical (single) Single int Accruing NaN NaN Primary Males only 1/9/2019 NaN 100570
health_male_current_balding_pattern 44 ukbb Hair/balding pattern sex_specific_factors/ukbb.parquet NaN NaN Which of the following best describes your hai... Categorical (single) Single int Accruing NaN NaN Primary Males only 1/9/2019 NaN 100572
health_male_current_children_number 44 ukbb Number of children fathered sex_specific_factors/ukbb.parquet NaN NaN How many children have you fathered? Integer Single int Accruing People NaN Primary Males only 1/9/2019 NaN NaN
health_females_past_mammogram 44 ukbb Ever had breast cancer screening / mammogram sex_specific_factors/ukbb.parquet NaN NaN Have you ever been for breast cancer screening... Categorical (single) Single int Accruing NaN NaN Primary Females only 1/9/2019 NaN 100349
health_females_past_mammogram_years 44 ukbb Years since last breast cancer screening / mam... sex_specific_factors/ukbb.parquet NaN NaN How many years ago was your last screen? Integer Single int Accruing Years NaN Primary Females only 1/9/2019 NaN NaN
health_females_past_cervical_smear 44 ukbb Ever had cervical smear test sex_specific_factors/ukbb.parquet NaN NaN Have you ever had a cervical smear test? Categorical (single) Single int Accruing NaN NaN Primary Females only 1/9/2019 NaN 100349
health_females_past_cervical_smear_years 44 ukbb Years since last cervical smear test sex_specific_factors/ukbb.parquet NaN NaN How many years ago was your last cervical smea... Integer Single int Accruing Years NaN Primary Females only 1/9/2019 NaN NaN
health_females_past_period_start_age 44 ukbb Age when periods started (menarche) sex_specific_factors/ukbb.parquet NaN NaN How old were you when your periods started? Integer Single int Accruing Years NaN Primary Females only 1/9/2019 NaN NaN
health_females_past_pill_used 44 ukbb Ever taken oral contraceptive pill sex_specific_factors/ukbb.parquet NaN NaN Have you ever taken the contraceptive pill? (i... Categorical (single) Single int Accruing NaN NaN Primary Females only 1/9/2019 NaN 100349
health_females_past_pill_start_age 44 ukbb Age started oral contraceptive pill sex_specific_factors/ukbb.parquet NaN NaN About how old were you when you first went on ... Integer Single int Accruing Years NaN Primary Females only 1/9/2019 NaN NaN
health_females_past_pill_end_age 44 ukbb Age when last used oral contraceptive pill sex_specific_factors/ukbb.parquet NaN NaN How old were you when you last used the contra... Integer Single int Accruing Years NaN Primary Females only 1/9/2019 NaN NaN
health_females_past_hrt 44 ukbb Ever used hormone-replacement therapy (HRT) sex_specific_factors/ukbb.parquet NaN NaN Have you ever used hormone replacement therapy... Categorical (single) Single int Accruing NaN NaN Primary Females only 1/9/2019 NaN 100349
health_females_past_hrt_start_age 44 ukbb Age started hormone-replacement therapy (HRT) sex_specific_factors/ukbb.parquet NaN NaN How old were you when you first used HRT? Integer Single int Accruing Years NaN Primary Females only 1/9/2019 NaN NaN
health_females_past_hrt_end_age 44 ukbb Age last used hormone-replacement therapy (HRT) sex_specific_factors/ukbb.parquet NaN NaN How old were you when you last used HRT? Integer Single int Accruing Years NaN Primary Females only 1/9/2019 NaN NaN
health_females_past_hysterectomy 44 ukbb Ever had hysterectomy (womb removed) sex_specific_factors/ukbb.parquet NaN NaN Have you had a hysterectomy (womb removed)? Categorical (single) Single int Accruing NaN NaN Primary Females only 1/9/2019 NaN 100349
health_females_hysterectomy_age 44 ukbb Age at hysterectomy sex_specific_factors/ukbb.parquet NaN NaN How old were you when you had your hysterectomy? Integer Single int Accruing Years NaN Primary Females only 1/9/2019 NaN NaN
health_females_bilateral_oophorectomy 44 ukbb Bilateral oophorectomy (both ovaries removed) sex_specific_factors/ukbb.parquet NaN NaN Have you had BOTH ovaries removed? Categorical (single) Single int Accruing NaN NaN Primary Females only 1/9/2019 NaN 100349
health_females_bilateral_oophorectomy_age 44 ukbb Age at bilateral oophorectomy (both ovaries re... sex_specific_factors/ukbb.parquet NaN NaN How old were you when you had BOTH ovaries rem... Integer Single int Accruing Years NaN Primary Females only 1/9/2019 NaN NaN
collection_timestamp 44 follow_up_ukbb Collection timestamp sex_specific_factors/follow_up_ukbb.parquet NaN NaN Timestamp of measurements collection Datetime Single datetime64[ns, Asia/Jerusalem] Accruing Time NaN Collection time Both sexes NaN NaN NaN
collection_date 44 follow_up_ukbb Collection date sex_specific_factors/follow_up_ukbb.parquet NaN NaN Date of measurments collection Date Single datetime64[ns] Accruing Time NaN Collection time Both sexes NaN NaN NaN
timezone 44 follow_up_ukbb Timezone sex_specific_factors/follow_up_ukbb.parquet NaN NaN Timezone of the measurments Categorical (single) Single string Accruing NaN NaN Collection time Both sexes NaN NaN NaN
health_male_current_balding_pattern 44 follow_up_ukbb Hair/balding pattern sex_specific_factors/follow_up_ukbb.parquet NaN NaN Which of the following best describes your hai... Categorical (single) Single int Accruing NaN NaN Primary Males only 2/17/2020 NaN 100572
extra_health_females_first_mestural_cycle_age 44 follow_up_ukbb Extra health females first mestural cycle age sex_specific_factors/follow_up_ukbb.parquet NaN NaN At what age did you get your first period? Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_current_mestural_cycle 44 follow_up_ukbb Extra health females current mestural cycle sex_specific_factors/follow_up_ukbb.parquet NaN NaN Are you still getting your period? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN 7
extra_health_females_last_mestural_cycle_age 44 follow_up_ukbb Extra health females last mestural cycle age sex_specific_factors/follow_up_ukbb.parquet NaN NaN At what age did you get your last period? Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_past_mestural_cycle_regular 44 follow_up_ukbb Extra health females past mestural cycle regular sex_specific_factors/follow_up_ukbb.parquet NaN NaN Have you had regular periods in the past? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN 100349
extra_health_females_current_mestural_cycle_regular 44 follow_up_ukbb Extra health females current mestural cycle re... sex_specific_factors/follow_up_ukbb.parquet NaN NaN Is your period regular? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN 100349
extra_health_females_current_avg_mestural_cycle_days 44 follow_up_ukbb Extra health females current avg mestural cycl... sex_specific_factors/follow_up_ukbb.parquet NaN NaN What is the average difference between the cyc... Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_current_avg_mestural_cycle_bleeding_days 44 follow_up_ukbb Extra health females current avg mestural cycl... sex_specific_factors/follow_up_ukbb.parquet NaN NaN What is the average duration of each cycle? (i... Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_current_avg_tampons_per_day 44 follow_up_ukbb Extra health females current avg tampons per day sex_specific_factors/follow_up_ukbb.parquet NaN NaN How many sanitary napkins/tampons do you need ... Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_current_bleeding_between_mestural_cycles 44 follow_up_ukbb Extra health females current bleeding between ... sex_specific_factors/follow_up_ukbb.parquet NaN NaN Do you suffer from bleeding between periods? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN 100349
extra_health_females_current_mestural_cycle_pains 44 follow_up_ukbb Extra health females current mestural cycle pains sex_specific_factors/follow_up_ukbb.parquet NaN NaN Do you suffer from period pain? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN 040_13
extra_health_females_current_mestural_cycle_symptoms 44 follow_up_ukbb Extra health females current mestural cycle sy... sex_specific_factors/follow_up_ukbb.parquet NaN NaN Do you suffer from the following symptoms in t... Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 2/17/2020 NaN 040_14
extra_health_females_current_birth_control 44 follow_up_ukbb Extra health females current birth control sex_specific_factors/follow_up_ukbb.parquet NaN NaN Do you use contraception? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN 7
extra_health_females_current_birth_control_type 44 follow_up_ukbb Extra health females current birth control type sex_specific_factors/follow_up_ukbb.parquet NaN NaN What type of contraception do you use? Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 2/17/2020 NaN 040_15
extra_health_females_current_manopause_symptoms 44 follow_up_ukbb Extra health females current manopause symptoms sex_specific_factors/follow_up_ukbb.parquet NaN NaN Do you suffer from any of the following sympto... Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 2/17/2020 NaN 040_16
extra_health_females_first_hot_flash_age 44 follow_up_ukbb Extra health females first hot flash age sex_specific_factors/follow_up_ukbb.parquet NaN NaN At what age did you start feeling hot flashes? Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_first_vaginal_dryness_age 44 follow_up_ukbb Extra health females first vaginal dryness age sex_specific_factors/follow_up_ukbb.parquet NaN NaN At what age did you start feeling vaginal dryn... Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_first_dicreased_libido_age 44 follow_up_ukbb Extra health females first dicreased libido age sex_specific_factors/follow_up_ukbb.parquet NaN NaN At what age did you start feeling a decrease i... Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_first_mood_changes_age 44 follow_up_ukbb Extra health females first mood changes age sex_specific_factors/follow_up_ukbb.parquet NaN NaN At what age did you start to feel a change in ... Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_first_skin_dryness_age 44 follow_up_ukbb Extra health females first skin dryness age sex_specific_factors/follow_up_ukbb.parquet NaN NaN At what age did you start to feel dryness and ... Integer Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN NaN
extra_health_females_current_hrt 44 follow_up_ukbb Extra health females current hrt sex_specific_factors/follow_up_ukbb.parquet NaN NaN Are you taking hormone replacement therapy? Categorical (single) Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN 7
extra_health_females_past_recurring_uti 44 follow_up_ukbb Extra health females past recurring uti sex_specific_factors/follow_up_ukbb.parquet NaN NaN Have you suffered from recurrent urinary tract... Categorical (single) Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN 7
extra_health_females_past_uti_antibiotics 44 follow_up_ukbb Extra health females past uti antibiotics sex_specific_factors/follow_up_ukbb.parquet NaN NaN Have you been treated with antibiotics regular... Categorical (single) Single int Accruing NaN NaN Primary Females only 2/17/2020 NaN 7
collection_timestamp 44 follow_up_medical Collection timestamp sex_specific_factors/follow_up_medical.parquet NaN NaN Timestamp of measurements collection Datetime Single datetime64[ns, Asia/Jerusalem] Accruing Time NaN Collection time Both sexes 4/22/2021 NaN NaN
collection_date 44 follow_up_medical Collection date sex_specific_factors/follow_up_medical.parquet NaN NaN Date of measurments collection Date Single datetime64[ns] Accruing Time NaN Collection time Both sexes 4/22/2021 NaN NaN
timezone 44 follow_up_medical Timezone sex_specific_factors/follow_up_medical.parquet NaN NaN Timezone of the measurments Categorical (single) Single string Accruing NaN NaN Collection time Both sexes 4/22/2021 NaN NaN
female_current_menstural_cycle 44 follow_up_medical Female current menstural cycle sex_specific_factors/follow_up_medical.parquet NaN NaN Are you still expriencing menstural cycles Categorical (single) Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN 100349
female_past_mestural_cycle_regular 44 follow_up_medical Female past mestural cycle regular sex_specific_factors/follow_up_medical.parquet NaN NaN Is your menstural cycles regular Categorical (single) Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN 100349
female_last_mestural_cycle_age 44 follow_up_medical Female last mestural cycle age sex_specific_factors/follow_up_medical.parquet NaN NaN At what age did you have your last menstural c... Integer Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_symptoms 44 follow_up_medical Female symptoms sex_specific_factors/follow_up_medical.parquet NaN NaN Are you experiencing any of the following symp... Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 4/22/2021 NaN 040_16
female_other_symptom_description 44 follow_up_medical Female other symptom description sex_specific_factors/follow_up_medical.parquet NaN NaN Are you experiencing any of the following symp... Text Single string Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_fertility_treatments 44 follow_up_medical Female fertility treatments sex_specific_factors/follow_up_medical.parquet NaN NaN Have you had fertility treatments since you we... Categorical (single) Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN 7
female_fertility_treatments_number 44 follow_up_medical Female fertility treatments number sex_specific_factors/follow_up_medical.parquet NaN NaN How many cycles of fertility treatments did yo... Integer Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_pregnant_since_recruitment 44 follow_up_medical Female pregnant since recruitment sex_specific_factors/follow_up_medical.parquet NaN NaN Were you pregnant since you were recruited to ... Categorical (single) Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN 7
female_current_pregnancy 44 follow_up_medical Female current pregnancy sex_specific_factors/follow_up_medical.parquet NaN NaN Are you pregnant at the moment Categorical (single) Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN 7
female_current_pregnancy_number 44 follow_up_medical Female current pregnancy number sex_specific_factors/follow_up_medical.parquet NaN NaN Number of pregnancy Integer Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_current_pregnancy_age_at_conception 44 follow_up_medical Female current pregnancy age at conception sex_specific_factors/follow_up_medical.parquet NaN NaN Your age at conecption Integer Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_current_pregnancy_conception_type 44 follow_up_medical Female current pregnancy conception type sex_specific_factors/follow_up_medical.parquet NaN NaN The conception was Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 4/22/2021 NaN 046_05
female_current_pregnancy_conception_type_other_description 44 follow_up_medical Female current pregnancy conception type other... sex_specific_factors/follow_up_medical.parquet NaN NaN The conception was other description Text Single string Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_current_pregnancy_diagnosis 44 follow_up_medical Female current pregnancy diagnosis sex_specific_factors/follow_up_medical.parquet NaN NaN Were you diagnosed with any of the following d... Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 4/22/2021 NaN 046_06
female_current_pregnancy_gestational_diabetes_treatment 44 follow_up_medical Female current pregnancy gestational diabetes ... sex_specific_factors/follow_up_medical.parquet NaN NaN How were you treated for gestational diabetes Categorical (multiple) Multiple object Accruing NaN NaN Primary Females only 4/22/2021 NaN 046_07
female_current_pregnancy_live_birth 44 follow_up_medical Female current pregnancy live birth sex_specific_factors/follow_up_medical.parquet NaN NaN Did the pregnancy end with a live birth Categorical (single) Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN 7
female_current_pregnancy_birth_week 44 follow_up_medical Female current pregnancy birth week sex_specific_factors/follow_up_medical.parquet NaN NaN Birth week Integer Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_current_pregnancy_birth_type 44 follow_up_medical Female current pregnancy birth type sex_specific_factors/follow_up_medical.parquet NaN NaN How did you give birth Categorical (single) Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN 046_08
female_current_pregnancy_birth_weight 44 follow_up_medical Female current pregnancy birth weight sex_specific_factors/follow_up_medical.parquet NaN NaN Baby birth weight Continuous Single float Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_current_pregnancy_breastfeeding 44 follow_up_medical Female current pregnancy breastfeeding sex_specific_factors/follow_up_medical.parquet NaN NaN Did you breastfeed Categorical (single) Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN 7
female_current_pregnancy_breastfeeding_months 44 follow_up_medical Female current pregnancy breastfeeding months sex_specific_factors/follow_up_medical.parquet NaN NaN Duration of breastfeeind in months Integer Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_current_pregnancy_termination_week 44 follow_up_medical Female current pregnancy termination week sex_specific_factors/follow_up_medical.parquet NaN NaN At what week did the pregnancy end Integer Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN
female_current_pregnancy_termination_reason 44 follow_up_medical Female current pregnancy termination reason sex_specific_factors/follow_up_medical.parquet NaN NaN Reason for pregnancy termination Categorical (single) Single int Accruing NaN NaN Primary Females only 4/22/2021 NaN 046_09
female_current_pregnancy_termination_reason_other_description 44 follow_up_medical Female current pregnancy termination reason de... sex_specific_factors/follow_up_medical.parquet NaN NaN Reason for pregnancy termination other descrip... Text Single string Accruing NaN NaN Primary Females only 4/22/2021 NaN NaN