from pheno_utils import PhenoLoader
043-covid
# COVID-19 dataset
Description
Information about Covid is collected in a standalone Covid survey and in the Follow-up Medical Survey in the Human Phenotype Project study.
Introduction
This Covid survey presents the participants with questions regarding their Covid-19 vaccinations and diagnosis status. It is asked in-person, in every visit to the clinical testing center. Questions asked are related to the participant’s vaccination status, number of vaccine doses and boosters, were participants diagnosed with Covid-19 in the past and were they hospitalized following diagnosis.
Measurement protocol
Participants are asked the COVID survey questions during the visit to the clinical testing center (CTC) both at baseline and on follow up visits. It is asked in person, and answers are filled into the system by study coordinators.
Data availability
The information is stored in 1 parquet file: covid.parquet
. The ‘data source’ column indicates which survey the infromation comes from either the initial Covid survey or the Follow-up Medical Survey.
Relevant links
= PhenoLoader('covid')
pl pl
PhenoLoader for covid with
19 fields
2 tables: ['covid', 'age_sex']
Data dictionary
dict pl.
folder_id | feature_set | field_string | relative_location | bulk_dictionary | bulk_file_extension | description_string | field_type | array | stability | units | sampling_rate | strata | sexed | debut | completed | pandas_dtype | data_coding | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
tabular_field_name | ||||||||||||||||||
collection_timestamp | 43 | covid | Collection timestamp | covid/covid.parquet | NaN | NaN | Timestamp of measurements collection | Datetime | Single | Accruing | Time | NaN | Collection time | Both sexes | 4/26/2021 | NaN | datetime64[ns, Asia/Jerusalem] | NaN |
collection_date | 43 | covid | Collection date | covid/covid.parquet | NaN | NaN | Date of measurments collection | Date | Single | Accruing | Time | NaN | Collection time | Both sexes | 4/26/2021 | NaN | datetime64[ns] | NaN |
timezone | 43 | covid | Timezone | covid/covid.parquet | NaN | NaN | Timezone of the measurments | Categorical (single) | Single | Accruing | NaN | NaN | Collection time | Both sexes | 4/26/2021 | NaN | category | NaN |
covid_vaccinated | 43 | covid | Were you vaccinated for Covid? | covid/covid.parquet | NaN | NaN | Were you vaccinated for Covid? | Categorical (single) | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | 7 |
covid_vaccination_doses_number | 43 | covid | Number of vaccine doses | covid/covid.parquet | NaN | NaN | Number of vaccine doses | Integer | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | NaN |
covid_vaccination_manufacturer | 43 | covid | Covid vaccine manufacture | covid/covid.parquet | NaN | NaN | Covid vaccine manufacture | Categorical (single) | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | 043_01 |
covid_vaccination_last_date | 43 | covid | Date of the last dose of Covid vaccine | covid/covid.parquet | NaN | NaN | Date of the last dose of Covid vaccine | Date | Single | Accruing | Time | NaN | Primary | Both sexes | 4/26/2021 | NaN | datetime64[ns] | NaN |
covid_diagnosed | 43 | covid | Were you diagnosed with Covid | covid/covid.parquet | NaN | NaN | Were you diagnosed with Covid | Categorical (single) | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | 7 |
covid_diagnosed_date | 43 | covid | What was the date of diagnosis | covid/covid.parquet | NaN | NaN | What was the date of diagnosis | Date | Single | Accruing | Time | NaN | Primary | Both sexes | 4/26/2021 | NaN | datetime64[ns] | NaN |
covid_symptoms | 43 | covid | Did you develop any symptoms | covid/covid.parquet | NaN | NaN | Did you develop any symptoms | Categorical (single) | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | 7 |
covid_hospitalization | 43 | covid | Were you hopitalized following your Covid diag... | covid/covid.parquet | NaN | NaN | Were you hopitalized following your Covid diag... | Categorical (single) | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | 7 |
covid_icu | 43 | covid | Were you hopitalized at the ICU following your... | covid/covid.parquet | NaN | NaN | Were you hopitalized at the ICU following your... | Categorical (single) | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | 7 |
covid_icu_days | 43 | covid | How many days did you spend in the ICU followi... | covid/covid.parquet | NaN | NaN | How many days did you spend in the ICU followi... | Integer | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | NaN |
covid_hospitalization_days | 43 | covid | How many days were you hospitalized | covid/covid.parquet | NaN | NaN | How many days were you hospitalized | Integer | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | NaN |
covid_oxygen | 43 | covid | Did you require oxygen following diagnosis wit... | covid/covid.parquet | NaN | NaN | Did you require oxygen following diagnosis wit... | Categorical (single) | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | 7 |
covid_invasive_respirator | 43 | covid | Did you require invasive respirator following ... | covid/covid.parquet | NaN | NaN | Did you require invasive respirator following ... | Categorical (single) | Single | Accruing | NaN | NaN | Primary | Both sexes | 4/26/2021 | NaN | int | 7 |
data_source | 43 | covid | Data source | covid/covid.parquet | NaN | NaN | Source where data originates from | Text | Single | Accruing | NaN | NaN | Auxiliary | Both sexes | 4/26/2021 | NaN | string | NaN |