diff --git a/.bumpversion.cfg b/.bumpversion.cfg index 063d17680..9a0e6d8a9 100644 --- a/.bumpversion.cfg +++ b/.bumpversion.cfg @@ -1,5 +1,5 @@ [bumpversion] -current_version = 0.3.19 +current_version = 0.3.20 commit = False tag = False diff --git a/docs/api/covidcast-signals/fb-survey.md b/docs/api/covidcast-signals/fb-survey.md index 1fc2bd6c1..57f620bbe 100644 --- a/docs/api/covidcast-signals/fb-survey.md +++ b/docs/api/covidcast-signals/fb-survey.md @@ -265,7 +265,7 @@ unweighted signals are also available. These begin `smoothed_`, such as | Signal | Description | Survey Item | Introduced | | --- | --- | --- | --- | -| `smoothed_wothers_distanced_public` | Estimated percentage of respondents who reported that all or most people they enountered in public in the past 7 days maintained a distance of at least 6 feet. Respondents who said that they have not been in public for the past 7 days are excluded.
**Earliest date available:** 2021-06-10 | H1 | Wave 11, May 19, 2021 | +| `smoothed_wothers_distanced_public` | Estimated percentage of respondents who reported that all or most people they enountered in public in the past 7 days maintained a distance of at least 6 feet. Respondents who said that they have not been in public for the past 7 days are excluded.
**Earliest date available:** 2021-06-04 | H1 | Wave 11, May 19, 2021 | | `smoothed_wpublic_transit_1d` | Estimated percentage of respondents who "used public transit" in the past 24 hours
**Earliest date available:** 2020-09-08 | C13 or C13b | Wave 4, Sept 8, 2020 | | `smoothed_wtravel_outside_state_7d` | Estimated percentage of respondents who report traveling outside their state in the past 7 days. This item was asked of respondents starting in Wave 10.
**Earliest date available:** 2021-03-02 | C6a | Wave 10 | | `smoothed_wwork_outside_home_indoors_1d` | Estimated percentage of respondents who worked or went to school indoors and outside their home in the past 24 hours
**Earliest date available:** 2021-03-02 | C13b | Wave 10, Mar 2, 2021 | @@ -282,12 +282,33 @@ unweighted signals are also available. These begin `smoothed_`, such as ### Schooling Indicators +#### Schooling Type + | Signal | Description | Survey Item | | --- | --- | --- | -| `smoothed_winperson_school_fulltime` | Estimated percentage of people who had any children attending in-person school on a full-time basis, among people reporting any pre-K-grade 12 children in their household.
**Earliest date available:** 2020-11-24 | E2 | -| `smoothed_winperson_school_parttime` | Estimated percentage of people who had any children attending in-person school on a part-time basis, among people reporting any pre-K-grade 12 children in their household.
**Earliest date available:** 2020-11-24 | E2 | +| `smoothed_winperson_school_fulltime_oldest` | Estimated percentage of people whose oldest child attends in-person school on a full-time basis, among people with any children younger than 18 reporting that their oldest child is currently in school, but not homeschooled.
**Earliest date available:** 2021-12-19 | P5 | +| `smoothed_winperson_school_parttime_oldest` | Estimated percentage of people whose oldest child attends in-person school on a part-time basis, among people with any children younger than 18 reporting that their oldest child is currently in school, but not homeschooled.
**Earliest date available:** 2021-12-19 | P5 | +| `smoothed_wremote_school_fulltime_oldest` | Estimated percentage of people whose oldest child attends remote school on a full-time basis, among people with any children younger than 18 reporting that their oldest child is currently in school, but not homeschooled.
**Earliest date available:** 2022-03-23 | P5 | +| `smoothed_winperson_school_fulltime` | *Discontinued as of Wave 12, Dec 19, 2021* Estimated percentage of people who had any children attending in-person school on a full-time basis, among people reporting any pre-K-grade 12 children in their household.
**Earliest date available:** 2020-11-24 | E2 | +| `smoothed_winperson_school_parttime` | *Discontinued as of Wave 12, Dec 19, 2021* Estimated percentage of people who had any children attending in-person school on a part-time basis, among people reporting any pre-K-grade 12 children in their household.
**Earliest date available:** 2020-11-24 | E2 | +#### School Safety Measures +| Signal | Description | Survey Item | +| --- | --- | --- | +| `smoothed_wschool_safety_measures_mask_students` | Estimated percentage of people whose oldest child's school mandates mask-wearing for students, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_mask_teachers` | Estimated percentage of people whose oldest child's school mandates mask-wearing for teachers, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_restricted_entry` | Estimated percentage of people whose oldest child's school restricts entry into school, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_separators` | Estimated percentage of people whose oldest child's school uses separators or desk shields in classrooms, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_extracurricular` | Estimated percentage of people whose oldest child's school has no school-based extracurricular activities, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_symptom_screen` | Estimated percentage of people whose oldest child's school has daily symptom screening, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_ventilation` | Estimated percentage of people whose oldest child's school improved ventilation, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_testing_staff` | Estimated percentage of people whose oldest child's school regularly tests teachers and staff, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_testing_students` | Estimated percentage of people whose oldest child's school regularly tests students, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_vaccine_staff` | Estimated percentage of people whose oldest child's school has a vaccine requirement for teachers and staff, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_vaccine_students` | Estimated percentage of people whose oldest child's school has a vaccine requirement for eligible students, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_cafeteria` | Estimated percentage of people whose oldest child's school had modified cafeteria usage, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | +| `smoothed_wschool_safety_measures_dont_know` | Estimated percentage of people who don't know what safety measure their oldest child's school has taken, among people with any children younger than 18 whose oldest child attends in-person school on a full-time or part-time basis.
**Earliest date available:** 2022-03-23 | P6 | ## Testing Indicators @@ -325,54 +346,90 @@ unweighted signals are also available. These begin `smoothed_`, such as | `smoothed_wcovid_vaccinated_or_accept` | *Discontinued as of Wave 11, May 19, 2021* Estimated percentage of respondents who *either* have already received a COVID vaccine *or* would definitely or probably choose to get vaccinated, if a vaccine were offered to them today.
**Earliest date available:** 2021-01-06 | V1 and V3 | | `smoothed_wappointment_or_accept_covid_vaccine` | Estimated percentage of respondents who *either* have an appointment to get a COVID-19 vaccine *or* would definitely or probably choose to get vaccinated, if a vaccine were offered to them today, among respondents who have not yet been vaccinated.
**Earliest date available:** 2021-05-19 | V11a, V3a | | `smoothed_waccept_covid_vaccine_no_appointment` | Estimated percentage of respondents who would definitely or probably choose to get vaccinated, if a vaccine were offered to them today, among respondents who have not yet been vaccinated and do not have an appointment to do so.
**Earliest date available:** 2021-05-19 | V3a | -| `smoothed_wvaccinate_children` | Estimated percentage of respondents with children who report that they will definitely or probably get the vaccine for their children.
**Earliest date available:** 2021-06-10 | E4 | | `smoothed_waccept_covid_vaccine` | *Discontinued as of Wave 11, May 19, 2021* Estimated percentage of respondents who would definitely or probably choose to get vaccinated, if a COVID-19 vaccine were offered to them today. **Note:** Until January 6, 2021, all respondents answered this question; beginning on that date, only respondents who said they have not received a COVID vaccine are asked this question.
**Earliest date available:** 2021-01-01 | V3 | | `smoothed_wcovid_vaccinated` | Estimated percentage of respondents who have already received a vaccine for COVID-19. **Note:** The Centers for Disease Control compiles data on vaccine administration across the United States. This signal may differ from CDC data because of survey biases and should not be treated as authoritative. However, the survey signal is not subject to the lags and reporting problems in official vaccination data.
**Earliest date available:** 2021-01-06 | V1 | | `smoothed_wappointment_not_vaccinated` | Estimated percentage of respondents who have an appointment to get a COVID-19 vaccine, among respondents who have not yet been vaccinated.
**Earliest date available:** 2021-05-19 | V11a | -| `smoothed_wreceived_2_vaccine_doses` | Estimated percentage of respondents who have received two doses of a COVID-19 vaccine, among respondents who have received either one or two doses of a COVID-19 vaccine. This item was shown to respondents starting in Wave 7.
**Earliest date available:** 2021-02-06 | V2 | | `smoothed_wcovid_vaccinated_friends` | Estimated percentage of respondents who report that most of their friends and family have received a COVID-19 vaccine.
**Earliest date available:** 2021-05-20 | H3 | | `smoothed_wtry_vaccinate_1m` | Estimated percentage of respondents who report that they will try to get the COVID-19 vaccine within a week to a month, among unvaccinated respondents who do not have a vaccination appointment and who are uncertain about getting vaccinated (i.e. did not say they definitely would get vaccinated, nor that they definitely would not).
**Earliest date available:** 2021-06-10 | V16 | +| `smoothed_wflu_vaccinated_2021` | Estimated percentage of respondents who have received a season flu vaccine since July 1, 2021, among all respondents.
**Earliest date available:** 2022-03-04 | C17b | + +### Vaccine Uptake and Acceptance for Children + +| Signal | Description | Survey Item | +| --- | --- | --- | +| `smoothed_wvaccinate_child_oldest` | Estimated percentage of people who would "definitely" or "probably" get their oldest child vaccinated against COVID-19 when eligible or already have, among people with any children younger than 18.
**Earliest date available:** 2021-12-19 | P3 | +| `smoothed_wchild_vaccine_already` | Estimated percentage of people whose oldest child is already vaccinated against COVID-19, among people with any children younger than 18.
**Earliest date available:** 2022-03-23 | P3 | +| `smoothed_wchild_vaccine_yes_def` | Estimated percentage of people who would "definitely" get their oldest child vaccinated against COVID-19 when eligible, among people with any children younger than 18.
**Earliest date available:** 2022-03-23 | P3 | +| `smoothed_wchild_vaccine_yes_prob` | Estimated percentage of people who would "probably" get their oldest child vaccinated against COVID-19 when eligible, among people with any children younger than 18.
**Earliest date available:** 2022-03-23 | P3 | +| `smoothed_wchild_vaccine_no_prob` | Estimated percentage of people who would "probably not" get their oldest child vaccinated against COVID-19 when eligible, among people with any children younger than 18.
**Earliest date available:** 2022-03-23 | P3 | +| `smoothed_wchild_vaccine_no_def` | Estimated percentage of people who would "definitely not" get their oldest child vaccinated against COVID-19 when eligible, among people with any children younger than 18.
**Earliest date available:** 2022-03-23 | P3 | +| `smoothed_wvaccinate_children` | *Discontinued as of Wave 12, Dec 19, 2021* Estimated percentage of respondents with children who report that they will definitely or probably get the vaccine for their children.
**Earliest date available:** 2021-06-04 | E4 | + +### Vaccine Doses + +| Signal | Description | Survey Item | +| --- | --- | --- | +| `smoothed_winitial_dose_one_of_one` | Estimated percentage of respondents who initially received one dose of a one-dose COVID-19 vaccine, among respondents who have received any COVID-19 vaccine.
**Earliest date available:** 2022-03-04 | V2d | +| `smoothed_winitial_dose_one_of_two` | Estimated percentage of respondents who initially received one dose of a two-dose COVID-19 vaccine, among respondents who have received any COVID-19 vaccine.
**Earliest date available:** 2022-03-04 | V2d | +| `smoothed_winitial_dose_two_of_two` | Estimated percentage of respondents who initially received two doses of a two-dose COVID-19 vaccine, among respondents who have received any COVID-19 vaccine.
**Earliest date available:** 2022-03-04 | V2d | +| `smoothed_wvaccinated_one_booster` | Estimated percentage of respondents who have received one booster dose of a COVID-19 vaccine, among respondents who have received any COVID-19 vaccine.
**Earliest date available:** 2022-03-04 | V2b | +| `smoothed_wvaccinated_two_or_more_boosters` | Estimated percentage of respondents who have received two or more booster doses of a COVID-19 vaccine, among respondents who have received any COVID-19 vaccine.
**Earliest date available:** 2022-03-04 | V2b | +| `smoothed_wvaccinated_no_booster` | Estimated percentage of respondents who have not received any COVID-19 vaccine booster doses, among respondents who have received any COVID-19 vaccine.
**Earliest date available:** 2022-03-04 | V2b | +| `smoothed_wvaccinated_at_least_one_booster` | Estimated percentage of respondents who have received one or more dose of a COVID-19 vaccine, among respondents who have received any COVID-19 vaccine.
**Earliest date available:** 2022-03-04 | V2b | +| `smoothed_wvaccinated_booster_accept` | Estimated percentage of respondents who either "definitely" or "probably" plan to get a booster shot of the COVID-19 vaccine, among respondents who have received any COVID-19 vaccine and who indicated that they have not yet received any COVID-19 boosters.
**Earliest date available:** 2022-03-04 | V2c | +| `smoothed_wvaccinated_booster_hesitant` | Estimated percentage of respondents who either "definitely" don't or "probably" don't plan to get a booster shot of the COVID-19 vaccine, among respondents who have received any COVID-19 vaccine and who indicated that they have not yet received any COVID-19 boosters.
**Earliest date available:** 2022-03-04 | V2c | +| `smoothed_wvaccinated_booster_defyes` | Estimated percentage of respondents who "definitely" plan to get a booster shot of the COVID-19 vaccine, among respondents who have received any COVID-19 vaccine and who indicated that they have not yet received any COVID-19 boosters.
**Earliest date available:** 2022-03-04 | V2c | +| `smoothed_wvaccinated_booster_probyes` | Estimated percentage of respondents who "probably" plan to get a booster shot of the COVID-19 vaccine, among respondents who have received any COVID-19 vaccine and who indicated that they have not yet received any COVID-19 boosters.
**Earliest date available:** 2022-03-04 | V2c | +| `smoothed_wvaccinated_booster_probno` | Estimated percentage of respondents who "probably" don't plan to get a booster shot of the COVID-19 vaccine, among respondents who have received any COVID-19 vaccine and who indicated that they have not yet received any COVID-19 boosters.
**Earliest date available:** 2022-03-04 | V2c | +| `smoothed_wvaccinated_booster_defno` | Estimated percentage of respondents who "definitely" don't plan to get a booster shot of the COVID-19 vaccine, among respondents who have received any COVID-19 vaccine and who indicated that they have not yet received any COVID-19 boosters.
**Earliest date available:** 2022-03-04 | V2c | +| `smoothed_wreceived_2_vaccine_doses` | *Discontinued mid-Wave 11, Nov 8, 2021* Estimated percentage of respondents who have received two doses of a COVID-19 vaccine, among respondents who have received either one or two doses of a COVID-19 vaccine. This item was shown to respondents starting in Wave 7.
**Earliest date available:** 2021-02-06 | V2 | ### Barriers to Accessing Vaccination | Signal | Description | Survey Item | | --- | --- | --- | -| `smoothed_wvaccine_barrier_eligible` | Estimated percentage of respondents who report eligibility requirements as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_no_appointments` | Estimated percentage of respondents who report lack of vaccine or vaccine appointments as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_appointment_time` | Estimated percentage of respondents who report available appointment times as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_technical_difficulties` | Estimated percentage of respondents who report technical difficulties with the website or phone line as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_document` | Estimated percentage of respondents who report inability to provide required documents as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_technology_access` | Estimated percentage of respondents who report limited access to internet or phone as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_travel` | Estimated percentage of respondents who report difficulty traveling to vaccination sites as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_language` | Estimated percentage of respondents who report information not being available in their native language as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_childcare` | Estimated percentage of respondents who report lack of childcare as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_time` | Estimated percentage of respondents who report difficulty getting time away from work or school as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_type` | Estimated percentage of respondents who report available vaccine type as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_none` | Estimated percentage of respondents who report experiencing none of the listed barriers to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-10 | V15a and V15b | -| `smoothed_wvaccine_barrier_eligible_has` | Estimated percentage of respondents who report eligibility requirements as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_no_appointments_has` | Estimated percentage of respondents who report lack of vaccine or vaccine appointments as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_appointment_time_has` | Estimated percentage of respondents who report available appointment times as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_technical_difficulties_has` | Estimated percentage of respondents who report technical difficulties with the website or phone line as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_document_has` | Estimated percentage of respondents who report inability to provide required documents as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_technology_access_has` | Estimated percentage of respondents who report limited access to internet or phone as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_travel_has` | Estimated percentage of respondents who report difficulty traveling to vaccination sites as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_language_has` | Estimated percentage of respondents who report information not being available in their native language as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_childcare_has` | Estimated percentage of respondents who report lack of childcare as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_time_has` | Estimated percentage of respondents who report difficulty getting time away from work or school as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_type_has` | Estimated percentage of respondents who report available vaccine type as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_none_has` | Estimated percentage of respondents who report experiencing none of the listed barriers to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-05-20 | V15a | -| `smoothed_wvaccine_barrier_eligible_tried` | Estimated percentage of respondents who report eligibility requirements as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_no_appointments_tried` | Estimated percentage of respondents who report lack of vaccine or vaccine appointments as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_appointment_time_tried` | Estimated percentage of respondents who report available appointment times as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_technical_difficulties_tried` | Estimated percentage of respondents who report technical difficulties with the website or phone line as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_document_tried` | Estimated percentage of respondents who report inability to provide required documents as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_technology_access_tried` | Estimated percentage of respondents who report limited access to internet or phone as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_travel_tried` | Estimated percentage of respondents who report difficulty traveling to vaccination sites as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_language_tried` | Estimated percentage of respondents who report information not being available in their native language as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_childcare_tried` | Estimated percentage of respondents who report lack of childcare as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_time_tried` | Estimated percentage of respondents who report difficulty getting time away from work or school as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_type_tried` | Estimated percentage of respondents who report available vaccine type as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | -| `smoothed_wvaccine_barrier_none_tried` | Estimated percentage of respondents who report experiencing none of the listed barriers to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-05-20 | V15b | +| `smoothed_wvaccine_barrier_eligible_tried` | Estimated percentage of respondents who report eligibility requirements as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_no_appointments_tried` | Estimated percentage of respondents who report lack of vaccine or vaccine appointments as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_appointment_time_tried` | Estimated percentage of respondents who report available appointment times as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_technical_difficulties_tried` | Estimated percentage of respondents who report technical difficulties with the website or phone line as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_document_tried` | Estimated percentage of respondents who report inability to provide required documents as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_technology_access_tried` | Estimated percentage of respondents who report limited access to internet or phone as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_travel_tried` | Estimated percentage of respondents who report difficulty traveling to vaccination sites as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_language_tried` | Estimated percentage of respondents who report information not being available in their native language as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_childcare_tried` | Estimated percentage of respondents who report lack of childcare as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_time_tried` | Estimated percentage of respondents who report difficulty getting time away from work or school as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_type_tried` | Estimated percentage of respondents who report available vaccine type as a barrier to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_none_tried` | Estimated percentage of respondents who report experiencing none of the listed barriers to getting the vaccine, among those who have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15b | +| `smoothed_wvaccine_barrier_other_tried` | Estimated percentage of respondents who report experiencing some unlisted issue, among those who have tried to get vaccinated.
**Earliest date available:** 2021-12-19 | V15b | +| `smoothed_wvaccine_barrier_appointment_location_tried` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents for whom the available appointment locations didn't work, among those who have tried to get vaccinated.
**Earliest date available:** 2021-12-19 | V15b | +| `smoothed_wvaccine_barrier_eligible` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report eligibility requirements as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_no_appointments` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report lack of vaccine or vaccine appointments as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_appointment_time` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report available appointment times as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_technical_difficulties` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report technical difficulties with the website or phone line as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_document` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report inability to provide required documents as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_technology_access` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report limited access to internet or phone as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_travel` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report difficulty traveling to vaccination sites as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_language` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report information not being available in their native language as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_childcare` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report lack of childcare as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_time` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report difficulty getting time away from work or school as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_type` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report available vaccine type as a barrier to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_none` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report experiencing none of the listed barriers to getting the vaccine, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-06-04 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_other` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report experiencing some unlisted issue, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-12-19 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_appointment_location` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents for whom the available appointment locations didn't work, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-12-19 | V15a and V15b, or V15c and V15b | +| `smoothed_wvaccine_barrier_eligible_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report eligibility requirements as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_no_appointments_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report lack of vaccine or vaccine appointments as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_appointment_time_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report available appointment times as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_technical_difficulties_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report technical difficulties with the website or phone line as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_document_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report inability to provide required documents as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_technology_access_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report limited access to internet or phone as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_travel_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report difficulty traveling to vaccination sites as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_language_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report information not being available in their native language as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_childcare_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report lack of childcare as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_time_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report difficulty getting time away from work or school as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_type_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report available vaccine type as a barrier to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_none_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report experiencing none of the listed barriers to getting the vaccine, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_other_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents who report experiencing some unlisted issue, among those who have already been vaccinated or have tried to get vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | +| `smoothed_wvaccine_barrier_appointment_location_has` | *Discontinued as of Wave 13, Jan 30, 2022* Estimated percentage of respondents for whom the available appointment locations didn't work, among those who have already been vaccinated.
**Earliest date available:** 2021-07-30 | V15a or V15c | ### Reasons for Vaccine Hesitancy @@ -383,7 +440,8 @@ unweighted signals are also available. These begin `smoothed_`, such as | `smoothed_whesitancy_reason_allergic` | *Discontinued as of Wave 11, May 19, 2021* Estimated percentage of respondents who say they are hesitant to get vaccinated because they are worried about having an allergic reaction, among respondents who answered "Yes, probably", "No, probably not", or "No, definitely not" when asked if they would get vaccinated if offered (item V3). This series of items was shown to respondents starting in Wave 8.
**Earliest date available:** 2021-02-26 | V5abc | | `smoothed_whesitancy_reason_ineffective` | Estimated percentage of respondents who say they are hesitant to get vaccinated because they don't know if a COVID-19 vaccine will work, among respondents who answered "Yes, probably", "No, probably not", or "No, definitely not" when asked if they would get vaccinated if offered (item V3). This series of items was shown to respondents starting in Wave 8.
**Earliest date available:** 2021-02-26 | V5abc | | `smoothed_whesitancy_reason_unnecessary` | Estimated percentage of respondents who say they are hesitant to get vaccinated because they don't believe they need a COVID-19 vaccine, among respondents who answered "Yes, probably", "No, probably not", or "No, definitely not" when asked if they would get vaccinated if offered (item V3). This series of items was shown to respondents starting in Wave 8.
**Earliest date available:** 2021-02-26 | V5abc | -| `smoothed_whesitancy_reason_dislike_vaccines` | Estimated percentage of respondents who say they are hesitant to get vaccinated because they dislike vaccines, among respondents who answered "Yes, probably", "No, probably not", or "No, definitely not" when asked if they would get vaccinated if offered (item V3). This series of items was shown to respondents starting in Wave 8.
**Earliest date available:** 2021-02-26 | V5abc | +| `smoothed_whesitancy_reason_dislike_vaccines_generally` | Estimated percentage of respondents who say they are hesitant to get vaccinated because they dislike vaccines generally, among respondents who answered "Yes, probably", "No, probably not", or "No, definitely not" when asked if they would get vaccinated if offered (item V3). This series of items was shown to respondents starting in Wave 8.
**Earliest date available:** 2021-12-19 | V5abc | +| `smoothed_whesitancy_reason_dislike_vaccines` | *Discontinued as of Wave 12, Dec 19, 2021* Estimated percentage of respondents who say they are hesitant to get vaccinated because they dislike vaccines, among respondents who answered "Yes, probably", "No, probably not", or "No, definitely not" when asked if they would get vaccinated if offered (item V3). This series of items was shown to respondents starting in Wave 8.
**Earliest date available:** 2021-02-26 | V5abc | | `smoothed_whesitancy_reason_not_recommended` | *Discontinued as of Wave 11, May 19, 2021* Estimated percentage of respondents who say they are hesitant to get vaccinated because their doctor did not recommend it, among respondents who answered "Yes, probably", "No, probably not", or "No, definitely not" when asked if they would get vaccinated if offered (item V3). This series of items was shown to respondents starting in Wave 8.
**Earliest date available:** 2021-02-26 | V5abc | | `smoothed_whesitancy_reason_wait_safety` | Estimated percentage of respondents who say they are hesitant to get vaccinated because they want to wait to see if the COVID-19 vaccines are safe, among respondents who answered "Yes, probably", "No, probably not", or "No, definitely not" when asked if they would get vaccinated if offered (item V3). This series of items was shown to respondents starting in Wave 8.
**Earliest date available:** 2021-02-26 | V5abc | | `smoothed_whesitancy_reason_low_priority` | Estimated percentage of respondents who say they are hesitant to get vaccinated because they think other people need it more than they do, among respondents who answered "Yes, probably", "No, probably not", or "No, definitely not" when asked if they would get vaccinated if offered (item V3). This series of items was shown to respondents starting in Wave 8.
**Earliest date available:** 2021-02-26 | V5abc | @@ -472,7 +530,7 @@ unweighted signals are also available. These begin `smoothed_`, such as | Signal | Description | Survey Item | Introduced | | --- | --- | --- | -| `smoothed_wbelief_masking_effective` | Estimated percentage of respondents who believe that wearing a face mask is either very or moderately effective for preventing the spread of COVID-19.
**Earliest date available:** 2021-06-10 | G3 | Wave 11, May 19, 2021 | +| `smoothed_wbelief_masking_effective` | Estimated percentage of respondents who believe that wearing a face mask is either very or moderately effective for preventing the spread of COVID-19.
**Earliest date available:** 2021-06-04 | G3 | Wave 11, May 19, 2021 | | `smoothed_wbelief_distancing_effective` | Estimated percentage of respondents who believe that social distancing is either very or moderately effective for preventing the spread of COVID-19.
**Earliest date available:** 2021-05-20 | G2 | Wave 11, May 19, 2021 | | `smoothed_wbelief_vaccinated_mask_unnecessary` | Estimated percentage of people who believe that the statement "Getting the COVID-19 vaccine means that you can stop wearing a mask around people outside your household" is definitely or probably true.
**Earliest date available:** 2021-05-20 | I1 | Wave 11, May 19, 2021 | | `smoothed_wbelief_children_immune` | Estimated pPercentage of people who believe that the statement "Children cannot get COVID-19" is definitely or probably true.
**Earliest date available:** 2021-05-20 | I2 | Wave 11, May 19, 2021 | @@ -726,6 +784,13 @@ of zero, and in simulations improves the quality of the standard error estimates. See the [Appendix](#appendix) for further motivation for these estimators. +
Note: +Currently the standard errors are calculated as though all survey weights are +equal, that is \(w^\text{part}_i = 1\) for all respondents. The result is that +reported standard errors are artificially narrow for weighted estimates. This +will be corrected in a future update to the API. +
+ The pseudo-observation is not used in $$\hat{p}$$ and $$\hat{q}$$ themselves, to avoid potentially large amounts of estimation bias, as $$p$$ and $$q$$ are expected to be small. @@ -750,7 +815,7 @@ knowing someone in their community who is sick. In this subsection we will describe how survey weights are used to construct weighted estimates for these indicators, using community CLI as an example. -In a given aggregation unit (for example, daily-county), let $$U_i$$ the +In a given aggregation unit (for example, daily-county), let $$U_i$$ denote the indicator that the survey respondent knows someone in their community with CLI, including their household, for survey $$i$$, out of $$m$$ surveys collected. Also let $$w_i$$ be the weight that accompanies survey $$i$$, normalized to sum diff --git a/docs/symptom-survey/contingency-tables.md b/docs/symptom-survey/contingency-tables.md index fe92df565..832737c9e 100644 --- a/docs/symptom-survey/contingency-tables.md +++ b/docs/symptom-survey/contingency-tables.md @@ -173,7 +173,7 @@ for download, and specifies the survey questions on which they are based. See the survey instrument codebook for the full text of all questions. -The files contain [weighted estimates](../api/covidcast-signals/fb-survey.md#survey-weighting) +The files contain [weighted estimates](../api/covidcast-signals/fb-survey.md#survey-weighting-and-estimation) of the percent of respondents who fulfill one or several criteria. Estimates are broken out by state, age, gender, race, ethnicity, occupation, and health conditions. diff --git a/src/client/delphi_epidata.R b/src/client/delphi_epidata.R index 6e6f8f835..19e4f28ac 100644 --- a/src/client/delphi_epidata.R +++ b/src/client/delphi_epidata.R @@ -15,7 +15,7 @@ Epidata <- (function() { # API base url BASE_URL <- 'https://delphi.cmu.edu/epidata/api.php' - client_version <- '0.3.19' + client_version <- '0.3.20' # Helper function to cast values and/or ranges to strings .listitem <- function(value) { diff --git a/src/client/delphi_epidata.js b/src/client/delphi_epidata.js index 2bd76e4e0..4cc65f07e 100644 --- a/src/client/delphi_epidata.js +++ b/src/client/delphi_epidata.js @@ -22,7 +22,7 @@ } })(this, function (exports, fetchImpl, jQuery) { const BASE_URL = "https://delphi.cmu.edu/epidata/"; - const client_version = "0.3.19"; + const client_version = "0.3.20"; // Helper function to cast values and/or ranges to strings function _listitem(value) { diff --git a/src/client/packaging/npm/package.json b/src/client/packaging/npm/package.json index f427e3005..0db0d82df 100644 --- a/src/client/packaging/npm/package.json +++ b/src/client/packaging/npm/package.json @@ -2,7 +2,7 @@ "name": "delphi_epidata", "description": "Delphi Epidata API Client", "authors": "Delphi Group", - "version": "0.3.19", + "version": "0.3.20", "license": "MIT", "homepage": "https://github.com/cmu-delphi/delphi-epidata", "bugs": { diff --git a/src/client/packaging/pypi/delphi_epidata/__init__.py b/src/client/packaging/pypi/delphi_epidata/__init__.py index 173bb923a..2573320b8 100644 --- a/src/client/packaging/pypi/delphi_epidata/__init__.py +++ b/src/client/packaging/pypi/delphi_epidata/__init__.py @@ -1,4 +1,4 @@ from .delphi_epidata import Epidata name = 'delphi_epidata' -__version__ = '0.3.19' +__version__ = '0.3.20' diff --git a/src/client/packaging/pypi/setup.py b/src/client/packaging/pypi/setup.py index ece71fe9d..6d3111cc6 100644 --- a/src/client/packaging/pypi/setup.py +++ b/src/client/packaging/pypi/setup.py @@ -5,7 +5,7 @@ setuptools.setup( name="delphi_epidata", - version="0.3.19", + version="0.3.20", author="David Farrow", author_email="dfarrow0@gmail.com", description="A programmatic interface to Delphi's Epidata API.", diff --git a/src/server/_config.py b/src/server/_config.py index f002cccca..f14ed3bb3 100644 --- a/src/server/_config.py +++ b/src/server/_config.py @@ -5,7 +5,7 @@ load_dotenv() -VERSION = "0.3.19" +VERSION = "0.3.20" MAX_RESULTS = int(10e6) MAX_COMPATIBILITY_RESULTS = int(3650)