From 17f3e208f681547904a5cd64227676c87b8f2a57 Mon Sep 17 00:00:00 2001 From: george haff Date: Fri, 17 May 2024 22:28:40 -0400 Subject: [PATCH 1/2] updates to columns: 'base_is_other', 'Pathogen/\nDisease Area', 'Signal Type', 'Time Type', 'Is Weighted', 'Is Cumulative', 'Has StdErr', 'Has Sample Size' --- .../endpoints/covidcast_utils/db_signals.csv | 34 +++++++++---------- 1 file changed, 17 insertions(+), 17 deletions(-) diff --git a/src/server/endpoints/covidcast_utils/db_signals.csv b/src/server/endpoints/covidcast_utils/db_signals.csv index 7e42f06de..8be5c6715 100644 --- a/src/server/endpoints/covidcast_utils/db_signals.csv +++ b/src/server/endpoints/covidcast_utils/db_signals.csv @@ -15,7 +15,7 @@ dsew-cpr,booster_doses_admin_7dav,FALSE,booster_doses_admin_7dav,FALSE,booster_d ""Doses administered shown by date of report, not date of administration. ... [A] booster dose includes anyone who is fully vaccinated and has received another dose of COVID-19 vaccine since August 13, 2021. This includes people who received booster doses and people who received additional doses."" - from the CPR data dictionary.",COVID-19 Community Profile Report,covid,Vaccines,"hhs,nation,state",day,Day,Value,count,public,good,TRUE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/dsew-cpr.html dsew-cpr,confirmed_admissions_covid_1d_7dav,FALSE,confirmed_admissions_covid_1d_7dav,FALSE,Confirmed COVID Admissions per day,FALSE,All confirmed COVID-19 hospital admissions occurring each day,"All confirmed COVID-19 hospital admissions occurring each day, based on the daily Community Profile Report published by the Data Strategy and Execution Workgroup of the White House COVID-19 Team, smoothed in time with a 7-day average. -Other sources of hospital admissions data in COVIDcast include [HHS](https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/hhs.html) and [medical insurance claims](https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/hospital-admissions.html). The CPR differs from these sources in that it is part of the public health surveillance stream (like HHS, unlike claims) but is available at a daily-county level (like claims, unlike HHS). CPR hospital admissions figures at the state level and above are meant to match those from HHS, but are known to differ. See the [Limitations section of the technical documentation](https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/dsew-cpr.html#limitations) for more details.",COVID-19 Community Profile Report,covid,Vaccines,"county,hhs,msa,nation,state",day,Date,Value,count,late,bad,TRUE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/dsew-cpr.html +Other sources of hospital admissions data in COVIDcast include [HHS](https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/hhs.html) and [medical insurance claims](https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/hospital-admissions.html). The CPR differs from these sources in that it is part of the public health surveillance stream (like HHS, unlike claims) but is available at a daily-county level (like claims, unlike HHS). CPR hospital admissions figures at the state level and above are meant to match those from HHS, but are known to differ. See the [Limitations section of the technical documentation](https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/dsew-cpr.html#limitations) for more details.",COVID-19 Community Profile Report,covid,Vaccines,"county,hhs,msa,nation,state",,Date,Value,count,late,bad,TRUE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/dsew-cpr.html dsew-cpr,confirmed_admissions_covid_1d_7dav,TRUE,confirmed_admissions_covid_1d_prop_7dav,FALSE,Confirmed COVID Admissions per day (per 100k people),FALSE,,,COVID-19 Community Profile Report,covid,Vaccines,"county,hhs,msa,nation,state",day,Date,Value,per100k,late,bad,TRUE,FALSE,FALSE,FALSE,FALSE, dsew-cpr,doses_admin_7dav,FALSE,doses_admin_7dav,FALSE,doses_admin_7dav,FALSE,COVID-19 vaccine doses administered each day,"COVID-19 vaccine doses administered each day, based on the daily Community Profile Report (CPR) published by the Data Strategy and Execution Workgroup of the White House COVID-19 Team, smoothed in time with a 7-day average. @@ -758,10 +758,10 @@ jhu-csse,deaths_cumulative_num,TRUE,deaths_incidence_num,TRUE,Confirmed COVID De jhu-csse,deaths_cumulative_num,TRUE,deaths_incidence_prop,FALSE,"Confirmed COVID Deaths (Daily new, per 100k people)",FALSE,"Daily new confirmed COVID deaths, per 100k people",,Johns Hopkins University,covid,Deaths,"county,hhs,hrr,msa,nation,state",day,Date,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, nchs-mortality,deaths_allcause_incidence_num,FALSE,deaths_allcause_incidence_num,FALSE,All Causes Deaths (Weekly new),TRUE,Number of weekly new deaths from all causes,"Number of weekly new deaths from all causes. -National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,n/a,Deaths,"state,nation",week,Week,Value,count,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html +National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,,Deaths,"state,nation",week,Week,Value,count,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html nchs-mortality,deaths_allcause_incidence_num,TRUE,deaths_allcause_incidence_prop,FALSE,"All Causes Deaths (Weekly new, per 100k people)",TRUE,"Number of weekly new deaths from all causes, per 100k people","Number of weekly new deaths from all causes, per 100k people. -National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,n/a,Deaths,"state,nation",week,Week,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, +National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,,Deaths,"state,nation",week,Week,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_num,FALSE,deaths_covid_and_pneumonia_notflu_incidence_num,FALSE,COVID and Pneumonia excl. Influenza Deaths (Weekly new),TRUE,"Number of weekly new deaths involving COVID-19 and Pneumonia, excluding Influenza ","Number of weekly new deaths involving COVID-19 and Pneumonia, excluding Influenza . National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,"covid, pneumonia",Deaths,"state,nation",week,Week,Value,count,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html @@ -782,7 +782,7 @@ nchs-mortality,deaths_flu_incidence_num,TRUE,deaths_flu_incidence_prop,FALSE,"In National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,flu,Deaths,"state,nation",week,Week,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, nchs-mortality,deaths_percent_of_expected,FALSE,deaths_percent_of_expected,FALSE,Percentage of Expected Deaths,TRUE,Weekly new deaths for all causes in 2020 as a percentage of the average number across the same week in 2017-2019.,"Weekly new deaths for all causes in 2020 as a percentage of the average number across the same week in 2017-2019.. -National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,n/a,Deaths,"state,nation",week,Week,Percentage,percent,late,neutral,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html +National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,,Deaths,"state,nation",week,Week,Percentage,percent,late,neutral,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html nchs-mortality,deaths_pneumonia_notflu_incidence_num,FALSE,deaths_pneumonia_notflu_incidence_num,FALSE,Pneumonia excl. Influenza Deaths (Weekly new),TRUE,"Number of weekly new deaths involving Pneumonia, excluding Influenza deaths ","Number of weekly new deaths involving Pneumonia, excluding Influenza deaths . National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,pneumonia,Deaths,"state,nation",week,Week,Value,count,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html @@ -819,28 +819,28 @@ Discontinued May 19, 2020.",Quidel Inc. (Flu),flu,Testing,,day,Date,Number of Te quidel-flu,raw_tests_per_device,TRUE,smoothed_tests_per_device,FALSE,Flu Tests: Tests Per Device (7-day average),FALSE,,,Quidel Inc. (Flu),flu,Testing,,day,Date,Number of Tests,count,late,bad,TRUE,FALSE,FALSE,TRUE,TRUE, safegraph-daily,completely_home_prop,FALSE,completely_home_prop,FALSE,Completely Home,FALSE,The fraction of mobile devices that did not leave the immediate area of their home,"The fraction of mobile devices that did not leave the immediate area of their home. This is SafeGraph’s completely_home_device_count / device_count. -Discontinued April 19th, 2021.",SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-daily,completely_home_prop,TRUE,completely_home_prop_7dav,FALSE,Completely Home (7-day average),FALSE,,,SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, +Discontinued April 19th, 2021.",SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-daily,completely_home_prop,TRUE,completely_home_prop_7dav,FALSE,Completely Home (7-day average),FALSE,,,SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, safegraph-daily,full_time_work_prop,FALSE,full_time_work_prop,FALSE,Full Time Work/School,FALSE,The fraction of mobile devices that spent more than 6 hours at one location other than their home during the daytime,"The fraction of mobile devices that spent more than 6 hours at one location other than their home during the daytime. This is SafeGraph’s full_time_work_behavior_devices / device_count. -Discontinued April 19th, 2021.",SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-daily,full_time_work_prop,TRUE,full_time_work_prop_7dav,FALSE,Full Time Work/School (7-day average),FALSE,,,SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, +Discontinued April 19th, 2021.",SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-daily,full_time_work_prop,TRUE,full_time_work_prop_7dav,FALSE,Full Time Work/School (7-day average),FALSE,,,SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, safegraph-daily,median_home_dwell_time,FALSE,median_home_dwell_time,FALSE,Median Home Dwell Time,FALSE,"The median time spent at home for all devices at this location for this time period, in minutes","The median time spent at home for all devices at this location for this time period, in minutes. -Discontinued April 19th, 2021.",SafeGraph (Daily),n/a,Mobility,,day,Date,Value,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-daily,median_home_dwell_time,TRUE,median_home_dwell_time_7dav,FALSE,Median Home Dwell Time (7-day average),FALSE,,,SafeGraph (Daily),n/a,Mobility,,day,Date,Value,count,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, +Discontinued April 19th, 2021.",SafeGraph (Daily),,Mobility,,day,Date,Value,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-daily,median_home_dwell_time,TRUE,median_home_dwell_time_7dav,FALSE,Median Home Dwell Time (7-day average),FALSE,,,SafeGraph (Daily),,Mobility,,day,Date,Value,count,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, safegraph-daily,part_time_work_prop,FALSE,part_time_work_prop,FALSE,Part Time Work/School,FALSE,The fraction of devices that spent between 3 and 6 hours at one location other than their home during the daytime,"The fraction of devices that spent between 3 and 6 hours at one location other than their home during the daytime. This is SafeGraph’s part_time_work_behavior_devices / device_count. -Discontinued April 19th, 2021.",SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-daily,part_time_work_prop,TRUE,part_time_work_prop_7dav,FALSE,Part Time Work/School (7-day average),FALSE,,,SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, +Discontinued April 19th, 2021.",SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-daily,part_time_work_prop,TRUE,part_time_work_prop_7dav,FALSE,Part Time Work/School (7-day average),FALSE,,,SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, safegraph-weekly,bars_visit_num,FALSE,bars_visit_num,FALSE,Bar Visits,FALSE,"Daily number of visits to bars, based on SafeGraph's Weekly Patterns dataset","Delphi receives data from [SafeGraph](https://docs.safegraph.com/docs/weekly-patterns), which collects weekly insights on Points of Interest (POI) using anonymized location data from mobile phones. We select locations that qualify as ""Drinking Places (alcoholic beverages)"" from all the [core places](https://docs.safegraph.com/v4.0/docs/places-manual#section-core-places), then count the number of visits. -Note that these counts only include people whose visits are tracked because they are in SafeGraph's panel; they do not include all bar visits by everyone in the population.",SafeGraph (Weekly),n/a,Mobility,,day,Date,Visits,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-weekly,bars_visit_num,TRUE,bars_visit_prop,FALSE,Bar Visits (per 100k people),FALSE,,,SafeGraph (Weekly),n/a,Mobility,,day,Date,"Visits per 100,000 people",per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +Note that these counts only include people whose visits are tracked because they are in SafeGraph's panel; they do not include all bar visits by everyone in the population.",SafeGraph (Weekly),,Mobility,,day,Date,Visits,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-weekly,bars_visit_num,TRUE,bars_visit_prop,FALSE,Bar Visits (per 100k people),FALSE,,,SafeGraph (Weekly),,Mobility,,day,Date,"Visits per 100,000 people",per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, safegraph-weekly,restaurants_visit_num,FALSE,restaurants_visit_num,FALSE,Restaurant Visits,FALSE,"Daily number of visits to restaurants, based on SafeGraph's Weekly Patterns dataset","Delphi receives data from [SafeGraph](https://docs.safegraph.com/docs/weekly-patterns), which collects weekly insights on Points of Interest (POI) using anonymized location data from mobile phones. We select locations that qualify as ""Full-Service Restaurants"" from all the [core places](https://docs.safegraph.com/v4.0/docs/places-manual#section-core-places), then count the number of visits. -Note that these counts only include people whose visits are tracked because they are in SafeGraph's panel; they do not include all restaurant visits by everyone in the population.",SafeGraph (Weekly),n/a,Mobility,,day,Date,Visits,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-weekly,restaurants_visit_num,TRUE,restaurants_visit_prop,FALSE,Restaurant Visits (per 100k people),FALSE,,,SafeGraph (Weekly),n/a,Mobility,,day,Date,"Visits per 100,000 people",per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +Note that these counts only include people whose visits are tracked because they are in SafeGraph's panel; they do not include all restaurant visits by everyone in the population.",SafeGraph (Weekly),,Mobility,,day,Date,Visits,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-weekly,restaurants_visit_num,TRUE,restaurants_visit_prop,FALSE,Restaurant Visits (per 100k people),FALSE,,,SafeGraph (Weekly),,Mobility,,day,Date,"Visits per 100,000 people",per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, usa-facts,confirmed_cumulative_num,FALSE,confirmed_cumulative_num,FALSE,Confirmed COVID Cases (Cumulative),FALSE,Cumulative confirmed COVID cases,Confirmed COVID-19 cases as reported by [USAFacts](https://usafacts.org/visualizations/coronavirus-covid-19-spread-map/),USAFacts,covid,Cases,"county,hhs,hrr,msa,nation,state",day,Date,Value,count,cases_testing,bad,FALSE,FALSE,TRUE,FALSE,FALSE, usa-facts,confirmed_cumulative_num,TRUE,confirmed_7dav_incidence_num,TRUE,"Confirmed COVID Cases (Daily new, 7-day average)",FALSE,"Daily new confirmed COVID cases, 7-day average ",,USAFacts,covid,Cases,"county,hhs,hrr,msa,nation,state",day,Date,Value,count,cases_testing,bad,TRUE,FALSE,FALSE,FALSE,FALSE, usa-facts,confirmed_cumulative_num,TRUE,confirmed_7dav_incidence_prop,FALSE,"Confirmed COVID Cases (Daily new, 7-day average, per 100k people)",FALSE,"Daily new confirmed COVID cases, 7-day average, per 100k people",,USAFacts,covid,Cases,"county,hhs,hrr,msa,nation,state",day,Date,Value,per100k,cases_testing,bad,TRUE,FALSE,FALSE,FALSE,FALSE, @@ -852,4 +852,4 @@ usa-facts,deaths_cumulative_num,TRUE,deaths_7dav_incidence_num,TRUE,"Confirmed C usa-facts,deaths_cumulative_num,TRUE,deaths_7dav_incidence_prop,FALSE,"Confirmed COVID Deaths (Daily new, 7-day average, per 100k people)",FALSE,"Daily new confirmed COVID deaths, 7-day average, per 100k people",,USAFacts,covid,Deaths,"county,hhs,hrr,msa,nation,state",day,Date,Value,per100k,late,bad,TRUE,FALSE,FALSE,FALSE,FALSE, usa-facts,deaths_cumulative_num,TRUE,deaths_cumulative_prop,FALSE,"Confirmed COVID Deaths (Cumulative, per 100k people)",FALSE,"Cumulative confirmed COVID deaths, per 100k people",,USAFacts,covid,Deaths,"county,hhs,hrr,msa,nation,state",day,Date,Value,per100k,late,bad,FALSE,FALSE,TRUE,FALSE,FALSE, usa-facts,deaths_cumulative_num,TRUE,deaths_incidence_num,TRUE,Confirmed COVID Deaths (Daily new),FALSE,Daily new confirmed COVID deaths,,USAFacts,covid,Deaths,"county,hhs,hrr,msa,nation,state",day,Date,Value,count,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, -usa-facts,deaths_cumulative_num,TRUE,deaths_incidence_prop,FALSE,"Confirmed COVID Deaths (Daily new, per 100k people)",FALSE,"Daily new confirmed COVID deaths, per 100k people",,USAFacts,covid,Deaths,"county,hhs,hrr,msa,nation,state",day,Date,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, \ No newline at end of file +usa-facts,deaths_cumulative_num,TRUE,deaths_incidence_prop,FALSE,"Confirmed COVID Deaths (Daily new, per 100k people)",FALSE,"Daily new confirmed COVID deaths, per 100k people",,USAFacts,covid,Deaths,"county,hhs,hrr,msa,nation,state",day,Date,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, From 46438766d24ae24e2f3eadc8ad0fdcfb1191f0b0 Mon Sep 17 00:00:00 2001 From: george haff Date: Mon, 20 May 2024 15:48:10 -0400 Subject: [PATCH 2/2] fix dropped 'n/a' --- .../endpoints/covidcast_utils/db_signals.csv | 30 +++++++++---------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/src/server/endpoints/covidcast_utils/db_signals.csv b/src/server/endpoints/covidcast_utils/db_signals.csv index 8be5c6715..f82c4258f 100644 --- a/src/server/endpoints/covidcast_utils/db_signals.csv +++ b/src/server/endpoints/covidcast_utils/db_signals.csv @@ -758,10 +758,10 @@ jhu-csse,deaths_cumulative_num,TRUE,deaths_incidence_num,TRUE,Confirmed COVID De jhu-csse,deaths_cumulative_num,TRUE,deaths_incidence_prop,FALSE,"Confirmed COVID Deaths (Daily new, per 100k people)",FALSE,"Daily new confirmed COVID deaths, per 100k people",,Johns Hopkins University,covid,Deaths,"county,hhs,hrr,msa,nation,state",day,Date,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, nchs-mortality,deaths_allcause_incidence_num,FALSE,deaths_allcause_incidence_num,FALSE,All Causes Deaths (Weekly new),TRUE,Number of weekly new deaths from all causes,"Number of weekly new deaths from all causes. -National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,,Deaths,"state,nation",week,Week,Value,count,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html +National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,n/a,Deaths,"state,nation",week,Week,Value,count,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html nchs-mortality,deaths_allcause_incidence_num,TRUE,deaths_allcause_incidence_prop,FALSE,"All Causes Deaths (Weekly new, per 100k people)",TRUE,"Number of weekly new deaths from all causes, per 100k people","Number of weekly new deaths from all causes, per 100k people. -National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,,Deaths,"state,nation",week,Week,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, +National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,n/a,Deaths,"state,nation",week,Week,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, nchs-mortality,deaths_covid_and_pneumonia_notflu_incidence_num,FALSE,deaths_covid_and_pneumonia_notflu_incidence_num,FALSE,COVID and Pneumonia excl. Influenza Deaths (Weekly new),TRUE,"Number of weekly new deaths involving COVID-19 and Pneumonia, excluding Influenza ","Number of weekly new deaths involving COVID-19 and Pneumonia, excluding Influenza . National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,"covid, pneumonia",Deaths,"state,nation",week,Week,Value,count,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html @@ -782,7 +782,7 @@ nchs-mortality,deaths_flu_incidence_num,TRUE,deaths_flu_incidence_prop,FALSE,"In National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,flu,Deaths,"state,nation",week,Week,Value,per100k,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE, nchs-mortality,deaths_percent_of_expected,FALSE,deaths_percent_of_expected,FALSE,Percentage of Expected Deaths,TRUE,Weekly new deaths for all causes in 2020 as a percentage of the average number across the same week in 2017-2019.,"Weekly new deaths for all causes in 2020 as a percentage of the average number across the same week in 2017-2019.. -National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,,Deaths,"state,nation",week,Week,Percentage,percent,late,neutral,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html +National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,n/a,Deaths,"state,nation",week,Week,Percentage,percent,late,neutral,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html nchs-mortality,deaths_pneumonia_notflu_incidence_num,FALSE,deaths_pneumonia_notflu_incidence_num,FALSE,Pneumonia excl. Influenza Deaths (Weekly new),TRUE,"Number of weekly new deaths involving Pneumonia, excluding Influenza deaths ","Number of weekly new deaths involving Pneumonia, excluding Influenza deaths . National provisional death counts is based on death certificate data received and coded by the National Center for Health Statistics ([NCHS](https://www.cdc.gov/nchs/nvss/vsrr/COVID19/index.htm))",NCHS Mortality Data,pneumonia,Deaths,"state,nation",week,Week,Value,count,late,bad,FALSE,FALSE,FALSE,FALSE,FALSE,https://cmu-delphi.github.io/delphi-epidata/api/covidcast-signals/nchs-mortality.html @@ -819,28 +819,28 @@ Discontinued May 19, 2020.",Quidel Inc. (Flu),flu,Testing,,day,Date,Number of Te quidel-flu,raw_tests_per_device,TRUE,smoothed_tests_per_device,FALSE,Flu Tests: Tests Per Device (7-day average),FALSE,,,Quidel Inc. (Flu),flu,Testing,,day,Date,Number of Tests,count,late,bad,TRUE,FALSE,FALSE,TRUE,TRUE, safegraph-daily,completely_home_prop,FALSE,completely_home_prop,FALSE,Completely Home,FALSE,The fraction of mobile devices that did not leave the immediate area of their home,"The fraction of mobile devices that did not leave the immediate area of their home. This is SafeGraph’s completely_home_device_count / device_count. -Discontinued April 19th, 2021.",SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-daily,completely_home_prop,TRUE,completely_home_prop_7dav,FALSE,Completely Home (7-day average),FALSE,,,SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, +Discontinued April 19th, 2021.",SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-daily,completely_home_prop,TRUE,completely_home_prop_7dav,FALSE,Completely Home (7-day average),FALSE,,,SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, safegraph-daily,full_time_work_prop,FALSE,full_time_work_prop,FALSE,Full Time Work/School,FALSE,The fraction of mobile devices that spent more than 6 hours at one location other than their home during the daytime,"The fraction of mobile devices that spent more than 6 hours at one location other than their home during the daytime. This is SafeGraph’s full_time_work_behavior_devices / device_count. -Discontinued April 19th, 2021.",SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-daily,full_time_work_prop,TRUE,full_time_work_prop_7dav,FALSE,Full Time Work/School (7-day average),FALSE,,,SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, +Discontinued April 19th, 2021.",SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-daily,full_time_work_prop,TRUE,full_time_work_prop_7dav,FALSE,Full Time Work/School (7-day average),FALSE,,,SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, safegraph-daily,median_home_dwell_time,FALSE,median_home_dwell_time,FALSE,Median Home Dwell Time,FALSE,"The median time spent at home for all devices at this location for this time period, in minutes","The median time spent at home for all devices at this location for this time period, in minutes. -Discontinued April 19th, 2021.",SafeGraph (Daily),,Mobility,,day,Date,Value,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-daily,median_home_dwell_time,TRUE,median_home_dwell_time_7dav,FALSE,Median Home Dwell Time (7-day average),FALSE,,,SafeGraph (Daily),,Mobility,,day,Date,Value,count,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, +Discontinued April 19th, 2021.",SafeGraph (Daily),n/a,Mobility,,day,Date,Value,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-daily,median_home_dwell_time,TRUE,median_home_dwell_time_7dav,FALSE,Median Home Dwell Time (7-day average),FALSE,,,SafeGraph (Daily),n/a,Mobility,,day,Date,Value,count,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, safegraph-daily,part_time_work_prop,FALSE,part_time_work_prop,FALSE,Part Time Work/School,FALSE,The fraction of devices that spent between 3 and 6 hours at one location other than their home during the daytime,"The fraction of devices that spent between 3 and 6 hours at one location other than their home during the daytime. This is SafeGraph’s part_time_work_behavior_devices / device_count. -Discontinued April 19th, 2021.",SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-daily,part_time_work_prop,TRUE,part_time_work_prop_7dav,FALSE,Part Time Work/School (7-day average),FALSE,,,SafeGraph (Daily),,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, +Discontinued April 19th, 2021.",SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-daily,part_time_work_prop,TRUE,part_time_work_prop_7dav,FALSE,Part Time Work/School (7-day average),FALSE,,,SafeGraph (Daily),n/a,Mobility,,day,Date,Value,per100k,public,neutral,TRUE,FALSE,FALSE,FALSE,FALSE, safegraph-weekly,bars_visit_num,FALSE,bars_visit_num,FALSE,Bar Visits,FALSE,"Daily number of visits to bars, based on SafeGraph's Weekly Patterns dataset","Delphi receives data from [SafeGraph](https://docs.safegraph.com/docs/weekly-patterns), which collects weekly insights on Points of Interest (POI) using anonymized location data from mobile phones. We select locations that qualify as ""Drinking Places (alcoholic beverages)"" from all the [core places](https://docs.safegraph.com/v4.0/docs/places-manual#section-core-places), then count the number of visits. -Note that these counts only include people whose visits are tracked because they are in SafeGraph's panel; they do not include all bar visits by everyone in the population.",SafeGraph (Weekly),,Mobility,,day,Date,Visits,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-weekly,bars_visit_num,TRUE,bars_visit_prop,FALSE,Bar Visits (per 100k people),FALSE,,,SafeGraph (Weekly),,Mobility,,day,Date,"Visits per 100,000 people",per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +Note that these counts only include people whose visits are tracked because they are in SafeGraph's panel; they do not include all bar visits by everyone in the population.",SafeGraph (Weekly),n/a,Mobility,,day,Date,Visits,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-weekly,bars_visit_num,TRUE,bars_visit_prop,FALSE,Bar Visits (per 100k people),FALSE,,,SafeGraph (Weekly),n/a,Mobility,,day,Date,"Visits per 100,000 people",per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, safegraph-weekly,restaurants_visit_num,FALSE,restaurants_visit_num,FALSE,Restaurant Visits,FALSE,"Daily number of visits to restaurants, based on SafeGraph's Weekly Patterns dataset","Delphi receives data from [SafeGraph](https://docs.safegraph.com/docs/weekly-patterns), which collects weekly insights on Points of Interest (POI) using anonymized location data from mobile phones. We select locations that qualify as ""Full-Service Restaurants"" from all the [core places](https://docs.safegraph.com/v4.0/docs/places-manual#section-core-places), then count the number of visits. -Note that these counts only include people whose visits are tracked because they are in SafeGraph's panel; they do not include all restaurant visits by everyone in the population.",SafeGraph (Weekly),,Mobility,,day,Date,Visits,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, -safegraph-weekly,restaurants_visit_num,TRUE,restaurants_visit_prop,FALSE,Restaurant Visits (per 100k people),FALSE,,,SafeGraph (Weekly),,Mobility,,day,Date,"Visits per 100,000 people",per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +Note that these counts only include people whose visits are tracked because they are in SafeGraph's panel; they do not include all restaurant visits by everyone in the population.",SafeGraph (Weekly),n/a,Mobility,,day,Date,Visits,count,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, +safegraph-weekly,restaurants_visit_num,TRUE,restaurants_visit_prop,FALSE,Restaurant Visits (per 100k people),FALSE,,,SafeGraph (Weekly),n/a,Mobility,,day,Date,"Visits per 100,000 people",per100k,public,neutral,FALSE,FALSE,FALSE,FALSE,FALSE, usa-facts,confirmed_cumulative_num,FALSE,confirmed_cumulative_num,FALSE,Confirmed COVID Cases (Cumulative),FALSE,Cumulative confirmed COVID cases,Confirmed COVID-19 cases as reported by [USAFacts](https://usafacts.org/visualizations/coronavirus-covid-19-spread-map/),USAFacts,covid,Cases,"county,hhs,hrr,msa,nation,state",day,Date,Value,count,cases_testing,bad,FALSE,FALSE,TRUE,FALSE,FALSE, usa-facts,confirmed_cumulative_num,TRUE,confirmed_7dav_incidence_num,TRUE,"Confirmed COVID Cases (Daily new, 7-day average)",FALSE,"Daily new confirmed COVID cases, 7-day average ",,USAFacts,covid,Cases,"county,hhs,hrr,msa,nation,state",day,Date,Value,count,cases_testing,bad,TRUE,FALSE,FALSE,FALSE,FALSE, usa-facts,confirmed_cumulative_num,TRUE,confirmed_7dav_incidence_prop,FALSE,"Confirmed COVID Cases (Daily new, 7-day average, per 100k people)",FALSE,"Daily new confirmed COVID cases, 7-day average, per 100k people",,USAFacts,covid,Cases,"county,hhs,hrr,msa,nation,state",day,Date,Value,per100k,cases_testing,bad,TRUE,FALSE,FALSE,FALSE,FALSE,