from pheno_utils import PhenoLoader
043-covid
# COVID-19 data Information about Covid is collected in a standalone Covid survey and in the Follow-up Medical Survey in the Human Phenotype Project study.
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.
### 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.
= 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 |