Welcome to another instalment of the *DATA* thread. Our preference is for factual, data driven and analytical contributions. Please try to keep discussion focused on these *UK govt press conferences slides & data* [[www.gov.uk/government/collections/slides-and-datasets-to-accompany-coronavirus-press-conferences#history]] *UKHSA Variants of Concern Technical Briefings* [[https://www.gov.uk/government/publications/investigation-of-sars-cov-2-variants-technical-briefing]] *UKHSA Vaccine efficacy* [[https://www.gov.uk/guidance/monitoring-reports-of-the-effectiveness-of-covid-19-vaccination]] *SAGE : Minutes and Models* [[https://www.gov.uk/government/collections/scientific-evidence-supporting-the-government-response-to-coronavirus-covid-19]] *Data Dashboard* [[https://coronavirus.data.gov.uk/]] includes *R* estimates *UKHSA Weekly Flu & Covid Surveiilance Reports 2021-22 Season* [[https://www.gov.uk/government/statistics/national-flu-and-covid-19-surveillance-reports-2021-to-2022-season]] *Dashboard Vaccine Map to MSOA level* [[https://coronavirus.data.gov.uk/details/interactive-map/vaccinations]] *Covid 19 Genomics* [[https://www.cogconsortium.uk/tools-analysis/public-data-analysis-2/]] *Sanger Genome Maps & Data* [[https://covid19.sanger.ac.uk/lineages/raw]] *UCL Virus Watch* [[https://ucl-virus-watch.net/]] *NHS Vaccination data* [[https://www.england.nhs.uk/statistics/statistical-work-areas/covid-19-vaccinations/]] *Sewage* [[www.gov.uk/government/publications/wastewater-testing-coverage-data-for-19-may-2021-emhp-programme/wastewater-testing-coverage-data-for-the-environmental-monitoring-for-health-protection-emhp-programme]]. *Sewage reports* [[https://www.gov.uk/government/publications/monitoring-of-sars-cov-2-rna-in-england-wastewater-monthly-statistics-june-2021]] *Global vaccination data* [[https://ourworldindata.org/covid-vaccinations]] *R estimates UK & English regions* [[www.gov.uk/guidance/the-r-number-in-the-uk]] *Imperial UK weekly LAs, cases / 100k, table, map, hotspots statistics* [[https://imperialcollegelondon.github.io/covid19local/#map]] *NHS England Hospital activity* [[www.england.nhs.uk/statistics/statistical-work-areas/covid-19-hospital-activity/]] *NHS England Daily deaths* [[www.england.nhs.uk/statistics/statistical-work-areas/covid-19-daily-deaths/]] *Cases Tracker England Local Government* [[https://lginform.local.gov.uk/reports/view/lga-research/covid-19-case-tracker]] *ONS MSOA Map English deaths* [[www.england.nhs.uk/statistics/statistical-work-areas/covid-19-daily-deaths/]] *Scot gov Daily data* [[www.gov.scot/publications/coronavirus-covid-19-daily-data-for-scotland/]] *Scotland TravellingTabby LAs, care homes, hospitals, tests, t&t* [[www.travellingtabby.com/scotland-coronavirus-tracker/]] *PH Wales LAs, cases, tests, deaths Dashboard* [[https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary]] *ICNRC Intensive Care National Audit & Research reports* [[www.icnarc.org/Our-Audit/Audits/Cmp/Reports]] *NHS t&t England & UK testing Weekly stats* [[www.gov.uk/government/collections/nhs-test-and-trace-statistics-england-weekly-reports]] *PHE Surveillance reports & LA Local Watchlist Maps by LSOA (from last summer)* [[www.gov.uk/government/collections/nhs-test-and-trace-statistics-england-weekly-reports]] *ONS England infection surveillance report each Friday* [[www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveypilot/previousReleases]] *Datasets for ONS surveillance reports* [[www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/datasets/coronaviruscovid19infectionsurveydata/2020]] *ONS Roundup deaths, infections & economic reports* [[www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/articles/coronaviruscovid19roundup/2020-03-26]] *Zoe UK data* [[https://covid.joinzoe.com/data#interactive-map]] *ECDC (European Centre for Disease Control rolling 14-day incidence EEA & UK* [[https://www.ecdc.europa.eu/en/cases-2019-ncov-eueea]] *Worldometer UK page* [[www.worldometers.info/coronavirus/country/uk/]] *Our World in Data GB test positivity etc, DIY country graphs* [[https://ourworldindata.org/coronavirus/country/united-kingdom?country=~GBR]] *FT DIY graphs compare deaths, cases, raw / million pop* [[https://ig.ft.com/coronavirus-chart/?areas=eur&areas=usa&areas=bra&areas=gbr&areas=cze&areas=hun&areasRegional=usny&areasRegional=usnj&areasRegional=usaz&areasRegional=usca&areasRegional=usnd&areasRegional=ussd&cumulative=0&logScale=0&per100K=1&startDate=2020-09-01&values=deaths]] *PHE local health data* [[https://fingertips.phe.org.uk/profile/health-profiles]] *Alama Personal COVID risk assessment* [[https://alama.org.uk/covid-19-medical-risk-assessment/]] *Local Mobility Reports for countries* [[www.google.com/covid19/mobility/]] *UK Highstreet Tracker for cities & large towns Footfall, spend index, workers, visitors, economic recovery* [[www.centreforcities.org/data/high-streets-recovery-tracker/]]