100+ datasets found
  1. Total number of COVID-19 cases APAC April 2024, by country

    • statista.com
    • ai-chatbox.pro
    Updated Sep 18, 2024
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    Statista (2024). Total number of COVID-19 cases APAC April 2024, by country [Dataset]. https://www.statista.com/statistics/1104263/apac-covid-19-cases-by-country/
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    Dataset updated
    Sep 18, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Asia–Pacific
    Description

    The outbreak of the novel coronavirus in Wuhan, China, saw infection cases spread throughout the Asia-Pacific region. By April 13, 2024, India had faced over 45 million coronavirus cases. South Korea followed behind India as having had the second highest number of coronavirus cases in the Asia-Pacific region, with about 34.6 million cases. At the same time, Japan had almost 34 million cases. At the beginning of the outbreak, people in South Korea had been optimistic and predicted that the number of cases would start to stabilize. What is SARS CoV 2?Novel coronavirus, officially known as SARS CoV 2, is a disease which causes respiratory problems which can lead to difficulty breathing and pneumonia. The illness is similar to that of SARS which spread throughout China in 2003. After the outbreak of the coronavirus, various businesses and shops closed to prevent further spread of the disease. Impacts from flight cancellations and travel plans were felt across the Asia-Pacific region. Many people expressed feelings of anxiety as to how the virus would progress. Impact throughout Asia-PacificThe Coronavirus and its variants have affected the Asia-Pacific region in various ways. Out of all Asia-Pacific countries, India was highly affected by the pandemic and experienced more than 50 thousand deaths. However, the country also saw the highest number of recoveries within the APAC region, followed by South Korea and Japan.

  2. Number of coronavirus (COVID-19) cases in France 2024

    • statista.com
    Updated Aug 13, 2024
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    Statista (2024). Number of coronavirus (COVID-19) cases in France 2024 [Dataset]. https://www.statista.com/statistics/1103418/coronavirus-france-confirmed-cases-total/
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    Dataset updated
    Aug 13, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jan 26, 2020 - Jul 28, 2024
    Area covered
    France
    Description

    As of July 28, 2024, the French health authorities registered close to 39 million confirmed cases of COVID-19 in France. The first cases of the disease were recorded by the end of January 2020, with the highest increase in cases taking place between December 2021 and March 2022.

    For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Facts and Figures page.

  3. c

    Global Specific Antiviral Drugs for COVID-19 market size is USD XX million...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
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    Cognitive Market Research, Global Specific Antiviral Drugs for COVID-19 market size is USD XX million in 2024. [Dataset]. https://www.cognitivemarketresearch.com/specific-antiviral-drugs-for-covid-19-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global Specific Antiviral Drugs for COVID-19 market size is USD XX million in 2024 and will expand at a compound annual growth rate (CAGR) of 5.00% from 2024 to 2031. North America held the major market share of more than 40% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 3.2% from 2024 to 2031. Europe accounted for a share of over 30% of the global revenue with a market size of USD XX million. Asia Pacific held the market share of around 23% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.0% from 2024 to 2031. Latin America market share of more than 5% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.4% from 2024 to 2031. Middle East and Africa held the major market share of around 2% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.7% from 2024 to 2031. The Injection segment held the highest Specific Antiviral Drugs for COVID-19 market revenue share in 2024. Market Dynamics of Specific Antiviral Drugs for COVID-19 Market Key Drivers for Specific Antiviral Drugs for COVID-19 Market Urgent need for effective treatments to Increase the Demand Globally The emergence of the COVID-19 pandemic has underscored an urgent necessity for efficacious treatments. In the United States, mortality rates surged by 19% from 2019 to 2020 following the pandemic's onset in March 2020 — marking the most significant spike in deaths in a century. This uptick translated to a staggering 19% rise (535,191) in deaths, from 2,854,838 to 3,390,029. With the virus persisting globally, there exists a critical market demand for pharmaceutical solutions capable of directly combating the virus, mitigating symptoms, and ameliorating disease severity. Rising prevalence of chronic diseases to Propel Market Growth Individuals with underlying chronic conditions, such as diabetes, hypertension, heart disease, or respiratory disorders, face an increased risk of severe complications if they contract COVID-19. According to the CDC, 90% of the nation’s $3.8 trillion per year healthcare costs are linked to individuals with chronic diseases and mental health conditions. In 2017, the total costs of diagnosed diabetes in the United States amounted to $327 billion, including $237 billion in direct medical costs and $90 billion in lost economic productivity. Cardiovascular disease, which accounts for one in three deaths in the United States, underscores the urgent need for effective treatments, including specific antiviral drugs, to mitigate the severity of COVID-19 symptoms and enhance outcomes for this vulnerable population. Restraint Factor for the Specific Antiviral Drugs for COVID-19 Market Stringent regulatory requirements and high cost of pharmaceutical development to Limit the Sales Stringent regulatory criteria and protracted approval processes may postpone the introduction of novel antiviral medications into the market. The thorough assessment of safety and efficacy data by regulatory bodies like the FDA can prolong the time required for market entry, influencing the accessibility of specific antiviral treatments. Moreover, the elevated expenses associated with pharmaceutical development, manufacturing, and distribution may lead to costly antiviral drugs, restricting access for populations in low-income countries or regions with insufficient healthcare infrastructure. Concerns regarding affordability could trigger pricing pressures and reimbursement obstacles, impacting the adoption and profitability of these medications. Impact of Covid-19 on the Specific Antiviral Drugs for COVID-19 Market The critical necessity for efficacious treatments against COVID-19 has sparked a heightened demand for targeted antiviral medications. Given the swift global dissemination of the virus and subsequent surges in infections, there is an urgent requirement for pharmaceutical solutions capable of directly combating the virus and mitigating associated symptoms. The pandemic has catalyzed unparalleled levels of investment and cooperation in research and development endeavors focused on discovering effective antiviral treatments for COVID-19. Pharmaceutical firms, academic entities, and governments across the globe have pri...

  4. Global Construction Outlook to 2024 (including Covid-19 Impact Analysis)

    • store.globaldata.com
    Updated Mar 30, 2020
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    GlobalData UK Ltd. (2020). Global Construction Outlook to 2024 (including Covid-19 Impact Analysis) [Dataset]. https://store.globaldata.com/report/global-construction-outlook-to-2024-covid-19-impact/
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    Dataset updated
    Mar 30, 2020
    Dataset provided by
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Time period covered
    2020 - 2024
    Area covered
    Global
    Description

    Prior to the outbreak of the coronavirus (COVID-19), GlobalData had predicted that there would be an acceleration in the pace of growth in the global construction industry, to 3.1% from 2.6% in 2019. However, given the severe disruption in China and other leading economies worldwide following the outbreak, the forecast for growth in 2020 has now been revised down to 0.5%. The current forecast assumes that the outbreak is contained across all major markets by the end of the second quarter, following which, conditions would allow for a return to normalcy in terms of economic activity and freedom of movement in the second half of the year. However, there will be a lingering and potentially heavy impact on private investment owing to the financial toll that inflicted upon businesses and investors across a wide range of sectors. Read More

  5. d

    Johns Hopkins COVID-19 Case Tracker

    • data.world
    csv, zip
    Updated Jul 2, 2025
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    The Associated Press (2025). Johns Hopkins COVID-19 Case Tracker [Dataset]. https://data.world/associatedpress/johns-hopkins-coronavirus-case-tracker
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    zip, csvAvailable download formats
    Dataset updated
    Jul 2, 2025
    Authors
    The Associated Press
    Description

    Updates

    • Notice of data discontinuation: Since the start of the pandemic, AP has reported case and death counts from data provided by Johns Hopkins University. Johns Hopkins University has announced that they will stop their daily data collection efforts after March 10. As Johns Hopkins stops providing data, the AP will also stop collecting daily numbers for COVID cases and deaths. The HHS and CDC now collect and visualize key metrics for the pandemic. AP advises using those resources when reporting on the pandemic going forward.

    • April 9, 2020

      • The population estimate data for New York County, NY has been updated to include all five New York City counties (Kings County, Queens County, Bronx County, Richmond County and New York County). This has been done to match the Johns Hopkins COVID-19 data, which aggregates counts for the five New York City counties to New York County.
    • April 20, 2020

      • Johns Hopkins death totals in the US now include confirmed and probable deaths in accordance with CDC guidelines as of April 14. One significant result of this change was an increase of more than 3,700 deaths in the New York City count. This change will likely result in increases for death counts elsewhere as well. The AP does not alter the Johns Hopkins source data, so probable deaths are included in this dataset as well.
    • April 29, 2020

      • The AP is now providing timeseries data for counts of COVID-19 cases and deaths. The raw counts are provided here unaltered, along with a population column with Census ACS-5 estimates and calculated daily case and death rates per 100,000 people. Please read the updated caveats section for more information.
    • September 1st, 2020

      • Johns Hopkins is now providing counts for the five New York City counties individually.
    • February 12, 2021

      • The Ohio Department of Health recently announced that as many as 4,000 COVID-19 deaths may have been underreported through the state’s reporting system, and that the "daily reported death counts will be high for a two to three-day period."
      • Because deaths data will be anomalous for consecutive days, we have chosen to freeze Ohio's rolling average for daily deaths at the last valid measure until Johns Hopkins is able to back-distribute the data. The raw daily death counts, as reported by Johns Hopkins and including the backlogged death data, will still be present in the new_deaths column.
    • February 16, 2021

      - Johns Hopkins has reconciled Ohio's historical deaths data with the state.

      Overview

    The AP is using data collected by the Johns Hopkins University Center for Systems Science and Engineering as our source for outbreak caseloads and death counts for the United States and globally.

    The Hopkins data is available at the county level in the United States. The AP has paired this data with population figures and county rural/urban designations, and has calculated caseload and death rates per 100,000 people. Be aware that caseloads may reflect the availability of tests -- and the ability to turn around test results quickly -- rather than actual disease spread or true infection rates.

    This data is from the Hopkins dashboard that is updated regularly throughout the day. Like all organizations dealing with data, Hopkins is constantly refining and cleaning up their feed, so there may be brief moments where data does not appear correctly. At this link, you’ll find the Hopkins daily data reports, and a clean version of their feed.

    The AP is updating this dataset hourly at 45 minutes past the hour.

    To learn more about AP's data journalism capabilities for publishers, corporations and financial institutions, go here or email kromano@ap.org.

    Queries

    Use AP's queries to filter the data or to join to other datasets we've made available to help cover the coronavirus pandemic

    Interactive

    The AP has designed an interactive map to track COVID-19 cases reported by Johns Hopkins.

    @(https://datawrapper.dwcdn.net/nRyaf/15/)

    Interactive Embed Code

    <iframe title="USA counties (2018) choropleth map Mapping COVID-19 cases by county" aria-describedby="" id="datawrapper-chart-nRyaf" src="https://datawrapper.dwcdn.net/nRyaf/10/" scrolling="no" frameborder="0" style="width: 0; min-width: 100% !important;" height="400"></iframe><script type="text/javascript">(function() {'use strict';window.addEventListener('message', function(event) {if (typeof event.data['datawrapper-height'] !== 'undefined') {for (var chartId in event.data['datawrapper-height']) {var iframe = document.getElementById('datawrapper-chart-' + chartId) || document.querySelector("iframe[src*='" + chartId + "']");if (!iframe) {continue;}iframe.style.height = event.data['datawrapper-height'][chartId] + 'px';}}});})();</script>
    

    Caveats

    • This data represents the number of cases and deaths reported by each state and has been collected by Johns Hopkins from a number of sources cited on their website.
    • In some cases, deaths or cases of people who've crossed state lines -- either to receive treatment or because they became sick and couldn't return home while traveling -- are reported in a state they aren't currently in, because of state reporting rules.
    • In some states, there are a number of cases not assigned to a specific county -- for those cases, the county name is "unassigned to a single county"
    • This data should be credited to Johns Hopkins University's COVID-19 tracking project. The AP is simply making it available here for ease of use for reporters and members.
    • Caseloads may reflect the availability of tests -- and the ability to turn around test results quickly -- rather than actual disease spread or true infection rates.
    • Population estimates at the county level are drawn from 2014-18 5-year estimates from the American Community Survey.
    • The Urban/Rural classification scheme is from the Center for Disease Control and Preventions's National Center for Health Statistics. It puts each county into one of six categories -- from Large Central Metro to Non-Core -- according to population and other characteristics. More details about the classifications can be found here.

    Johns Hopkins timeseries data - Johns Hopkins pulls data regularly to update their dashboard. Once a day, around 8pm EDT, Johns Hopkins adds the counts for all areas they cover to the timeseries file. These counts are snapshots of the latest cumulative counts provided by the source on that day. This can lead to inconsistencies if a source updates their historical data for accuracy, either increasing or decreasing the latest cumulative count. - Johns Hopkins periodically edits their historical timeseries data for accuracy. They provide a file documenting all errors in their timeseries files that they have identified and fixed here

    Attribution

    This data should be credited to Johns Hopkins University COVID-19 tracking project

  6. Weekly United States COVID-19 Cases and Deaths by State - ARCHIVED

    • data.cdc.gov
    • data.virginia.gov
    • +1more
    application/rdfxml +5
    Updated Oct 6, 2022
    + more versions
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    CDC COVID-19 Response (2022). Weekly United States COVID-19 Cases and Deaths by State - ARCHIVED [Dataset]. https://data.cdc.gov/Case-Surveillance/Weekly-United-States-COVID-19-Cases-and-Deaths-by-/pwn4-m3yp
    Explore at:
    csv, application/rdfxml, xml, tsv, json, application/rssxmlAvailable download formats
    Dataset updated
    Oct 6, 2022
    Dataset provided by
    Centers for Disease Control and Preventionhttp://www.cdc.gov/
    Authors
    CDC COVID-19 Response
    License

    https://www.usa.gov/government-workshttps://www.usa.gov/government-works

    Area covered
    United States
    Description

    Reporting of new Aggregate Case and Death Count data was discontinued May 11, 2023, with the expiration of the COVID-19 public health emergency declaration. This dataset will receive a final update on June 1, 2023, to reconcile historical data through May 10, 2023, and will remain publicly available.

    Aggregate Data Collection Process Since the start of the COVID-19 pandemic, data have been gathered through a robust process with the following steps:

    • A CDC data team reviews and validates the information obtained from jurisdictions’ state and local websites via an overnight data review process.
    • If more than one official county data source exists, CDC uses a comprehensive data selection process comparing each official county data source, and takes the highest case and death counts respectively, unless otherwise specified by the state.
    • CDC compiles these data and posts the finalized information on COVID Data Tracker.
    • County level data is aggregated to obtain state and territory specific totals.
    This process is collaborative, with CDC and jurisdictions working together to ensure the accuracy of COVID-19 case and death numbers. County counts provide the most up-to-date numbers on cases and deaths by report date. CDC may retrospectively update counts to correct data quality issues.

    Methodology Changes Several differences exist between the current, weekly-updated dataset and the archived version:

    • Source: The current Weekly-Updated Version is based on county-level aggregate count data, while the Archived Version is based on State-level aggregate count data.
    • Confirmed/Probable Cases/Death breakdown:  While the probable cases and deaths are included in the total case and total death counts in both versions (if applicable), they were reported separately from the confirmed cases and deaths by jurisdiction in the Archived Version.  In the current Weekly-Updated Version, the counts by jurisdiction are not reported by confirmed or probable status (See Confirmed and Probable Counts section for more detail).
    • Time Series Frequency: The current Weekly-Updated Version contains weekly time series data (i.e., one record per week per jurisdiction), while the Archived Version contains daily time series data (i.e., one record per day per jurisdiction).
    • Update Frequency: The current Weekly-Updated Version is updated weekly, while the Archived Version was updated twice daily up to October 20, 2022.
    Important note: The counts reflected during a given time period in this dataset may not match the counts reflected for the same time period in the archived dataset noted above. Discrepancies may exist due to differences between county and state COVID-19 case surveillance and reconciliation efforts.

    Confirmed and Probable Counts In this dataset, counts by jurisdiction are not displayed by confirmed or probable status. Instead, confirmed and probable cases and deaths are included in the Total Cases and Total Deaths columns, when available. Not all jurisdictions report probable cases and deaths to CDC.* Confirmed and probable case definition criteria are described here:

    Council of State and Territorial Epidemiologists (ymaws.com).

    Deaths CDC reports death data on other sections of the website: CDC COVID Data Tracker: Home, CDC COVID Data Tracker: Cases, Deaths, and Testing, and NCHS Provisional Death Counts. Information presented on the COVID Data Tracker pages is based on the same source (total case counts) as the present dataset; however, NCHS Death Counts are based on death certificates that use information reported by physicians, medical examiners, or coroners in the cause-of-death section of each certificate. Data from each of these pages are considered provisional (not complete and pending verification) and are therefore subject to change. Counts from previous weeks are continually revised as more records are received and processed.

    Number of Jurisdictions Reporting There are currently 60 public health jurisdictions reporting cases of COVID-19. This includes the 50 states, the District of Columbia, New York City, the U.S. territories of American Samoa, Guam, the Commonwealth of the Northern Mariana Islands, Puerto Rico, and the U.S Virgin Islands as well as three independent countries in compacts of free association with the United States, Federated States of Micronesia, Republic of the Marshall Islands, and Republic of Palau. New York State’s reported case and death counts do not include New York City’s counts as they separately report nationally notifiable conditions to CDC.

    CDC COVID-19 data are available to the public as summary or aggregate count files, including total counts of cases and deaths, available by state and by county. These and other data on COVID-19 are available from multiple public locations, such as:

    https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html

    https://www.cdc.gov/covid-data-tracker/index.html

    https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html

    https://www.cdc.gov/coronavirus/2019-ncov/php/open-america/surveillance-data-analytics.html

    Additional COVID-19 public use datasets, include line-level (patient-level) data, are available at: https://data.cdc.gov/browse?tags=covid-19.

    Archived Data Notes:

    November 3, 2022: Due to a reporting cadence issue, case rates for Missouri counties are calculated based on 11 days’ worth of case count data in the Weekly United States COVID-19 Cases and Deaths by State data released on November 3, 2022, instead of the customary 7 days’ worth of data.

    November 10, 2022: Due to a reporting cadence change, case rates for Alabama counties are calculated based on 13 days’ worth of case count data in the Weekly United States COVID-19 Cases and Deaths by State data released on November 10, 2022, instead of the customary 7 days’ worth of data.

    November 10, 2022: Per the request of the jurisdiction, cases and deaths among non-residents have been removed from all Hawaii county totals throughout the entire time series. Cumulative case and death counts reported by CDC will no longer match Hawaii’s COVID-19 Dashboard, which still includes non-resident cases and deaths. 

    November 17, 2022: Two new columns, weekly historic cases and weekly historic deaths, were added to this dataset on November 17, 2022. These columns reflect case and death counts that were reported that week but were historical in nature and not reflective of the current burden within the jurisdiction. These historical cases and deaths are not included in the new weekly case and new weekly death columns; however, they are reflected in the cumulative totals provided for each jurisdiction. These data are used to account for artificial increases in case and death totals due to batched reporting of historical data.

    December 1, 2022: Due to cadence changes over the Thanksgiving holiday, case rates for all Ohio counties are reported as 0 in the data released on December 1, 2022.

    January 5, 2023: Due to North Carolina’s holiday reporting cadence, aggregate case and death data will contain 14 days’ worth of data instead of the customary 7 days. As a result, case and death metrics will appear higher than expected in the January 5, 2023, weekly release.

    January 12, 2023: Due to data processing delays, Mississippi’s aggregate case and death data will be reported as 0. As a result, case and death metrics will appear lower than expected in the January 12, 2023, weekly release.

    January 19, 2023: Due to a reporting cadence issue, Mississippi’s aggregate case and death data will be calculated based on 14 days’ worth of data instead of the customary 7 days in the January 19, 2023, weekly release.

    January 26, 2023: Due to a reporting backlog of historic COVID-19 cases, case rates for two Michigan counties (Livingston and Washtenaw) were higher than expected in the January 19, 2023 weekly release.

    January 26, 2023: Due to a backlog of historic COVID-19 cases being reported this week, aggregate case and death counts in Charlotte County and Sarasota County, Florida, will appear higher than expected in the January 26, 2023 weekly release.

    January 26, 2023: Due to data processing delays, Mississippi’s aggregate case and death data will be reported as 0 in the weekly release posted on January 26, 2023.

    February 2, 2023: As of the data collection deadline, CDC observed an abnormally large increase in aggregate COVID-19 cases and deaths reported for Washington State. In response, totals for new cases and new deaths released on February 2, 2023, have been displayed as zero at the state level until the issue is addressed with state officials. CDC is working with state officials to address the issue.

    February 2, 2023: Due to a decrease reported in cumulative case counts by Wyoming, case rates will be reported as 0 in the February 2, 2023, weekly release. CDC is working with state officials to verify the data submitted.

    February 16, 2023: Due to data processing delays, Utah’s aggregate case and death data will be reported as 0 in the weekly release posted on February 16, 2023. As a result, case and death metrics will appear lower than expected and should be interpreted with caution.

    February 16, 2023: Due to a reporting cadence change, Maine’s

  7. United States COVID-19 Community Levels by County

    • data.cdc.gov
    • data.virginia.gov
    • +1more
    application/rdfxml +5
    Updated Mar 3, 2022
    + more versions
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    CDC COVID-19 Response (2022). United States COVID-19 Community Levels by County [Dataset]. https://data.cdc.gov/Public-Health-Surveillance/United-States-COVID-19-Community-Levels-by-County/3nnm-4jni
    Explore at:
    application/rdfxml, application/rssxml, csv, tsv, xml, jsonAvailable download formats
    Dataset updated
    Mar 3, 2022
    Dataset provided by
    Centers for Disease Control and Preventionhttp://www.cdc.gov/
    Authors
    CDC COVID-19 Response
    License

    https://www.usa.gov/government-workshttps://www.usa.gov/government-works

    Area covered
    United States
    Description

    Reporting of Aggregate Case and Death Count data was discontinued May 11, 2023, with the expiration of the COVID-19 public health emergency declaration. Although these data will continue to be publicly available, this dataset will no longer be updated.

    This archived public use dataset has 11 data elements reflecting United States COVID-19 community levels for all available counties.

    The COVID-19 community levels were developed using a combination of three metrics — new COVID-19 admissions per 100,000 population in the past 7 days, the percent of staffed inpatient beds occupied by COVID-19 patients, and total new COVID-19 cases per 100,000 population in the past 7 days. The COVID-19 community level was determined by the higher of the new admissions and inpatient beds metrics, based on the current level of new cases per 100,000 population in the past 7 days. New COVID-19 admissions and the percent of staffed inpatient beds occupied represent the current potential for strain on the health system. Data on new cases acts as an early warning indicator of potential increases in health system strain in the event of a COVID-19 surge.

    Using these data, the COVID-19 community level was classified as low, medium, or high.

    COVID-19 Community Levels were used to help communities and individuals make decisions based on their local context and their unique needs. Community vaccination coverage and other local information, like early alerts from surveillance, such as through wastewater or the number of emergency department visits for COVID-19, when available, can also inform decision making for health officials and individuals.

    For the most accurate and up-to-date data for any county or state, visit the relevant health department website. COVID Data Tracker may display data that differ from state and local websites. This can be due to differences in how data were collected, how metrics were calculated, or the timing of web updates.

    Archived Data Notes:

    This dataset was renamed from "United States COVID-19 Community Levels by County as Originally Posted" to "United States COVID-19 Community Levels by County" on March 31, 2022.

    March 31, 2022: Column name for county population was changed to “county_population”. No change was made to the data points previous released.

    March 31, 2022: New column, “health_service_area_population”, was added to the dataset to denote the total population in the designated Health Service Area based on 2019 Census estimate.

    March 31, 2022: FIPS codes for territories American Samoa, Guam, Commonwealth of the Northern Mariana Islands, and United States Virgin Islands were re-formatted to 5-digit numeric for records released on 3/3/2022 to be consistent with other records in the dataset.

    March 31, 2022: Changes were made to the text fields in variables “county”, “state”, and “health_service_area” so the formats are consistent across releases.

    March 31, 2022: The “%” sign was removed from the text field in column “covid_inpatient_bed_utilization”. No change was made to the data. As indicated in the column description, values in this column represent the percentage of staffed inpatient beds occupied by COVID-19 patients (7-day average).

    March 31, 2022: Data values for columns, “county_population”, “health_service_area_number”, and “health_service_area” were backfilled for records released on 2/24/2022. These columns were added since the week of 3/3/2022, thus the values were previously missing for records released the week prior.

    April 7, 2022: Updates made to data released on 3/24/2022 for Guam, Commonwealth of the Northern Mariana Islands, and United States Virgin Islands to correct a data mapping error.

    April 21, 2022: COVID-19 Community Level (CCL) data released for counties in Nebraska for the week of April 21, 2022 have 3 counties identified in the high category and 37 in the medium category. CDC has been working with state officials to verify the data submitted, as other data systems are not providing alerts for substantial increases in disease transmission or severity in the state.

    May 26, 2022: COVID-19 Community Level (CCL) data released for McCracken County, KY for the week of May 5, 2022 have been updated to correct a data processing error. McCracken County, KY should have appeared in the low community level category during the week of May 5, 2022. This correction is reflected in this update.

    May 26, 2022: COVID-19 Community Level (CCL) data released for several Florida counties for the week of May 19th, 2022, have been corrected for a data processing error. Of note, Broward, Miami-Dade, Palm Beach Counties should have appeared in the high CCL category, and Osceola County should have appeared in the medium CCL category. These corrections are reflected in this update.

    May 26, 2022: COVID-19 Community Level (CCL) data released for Orange County, New York for the week of May 26, 2022 displayed an erroneous case rate of zero and a CCL category of low due to a data source error. This county should have appeared in the medium CCL category.

    June 2, 2022: COVID-19 Community Level (CCL) data released for Tolland County, CT for the week of May 26, 2022 have been updated to correct a data processing error. Tolland County, CT should have appeared in the medium community level category during the week of May 26, 2022. This correction is reflected in this update.

    June 9, 2022: COVID-19 Community Level (CCL) data released for Tolland County, CT for the week of May 26, 2022 have been updated to correct a misspelling. The medium community level category for Tolland County, CT on the week of May 26, 2022 was misspelled as “meduim” in the data set. This correction is reflected in this update.

    June 9, 2022: COVID-19 Community Level (CCL) data released for Mississippi counties for the week of June 9, 2022 should be interpreted with caution due to a reporting cadence change over the Memorial Day holiday that resulted in artificially inflated case rates in the state.

    July 7, 2022: COVID-19 Community Level (CCL) data released for Rock County, Minnesota for the week of July 7, 2022 displayed an artificially low case rate and CCL category due to a data source error. This county should have appeared in the high CCL category.

    July 14, 2022: COVID-19 Community Level (CCL) data released for Massachusetts counties for the week of July 14, 2022 should be interpreted with caution due to a reporting cadence change that resulted in lower than expected case rates and CCL categories in the state.

    July 28, 2022: COVID-19 Community Level (CCL) data released for all Montana counties for the week of July 21, 2022 had case rates of 0 due to a reporting issue. The case rates have been corrected in this update.

    July 28, 2022: COVID-19 Community Level (CCL) data released for Alaska for all weeks prior to July 21, 2022 included non-resident cases. The case rates for the time series have been corrected in this update.

    July 28, 2022: A laboratory in Nevada reported a backlog of historic COVID-19 cases. As a result, the 7-day case count and rate will be inflated in Clark County, NV for the week of July 28, 2022.

    August 4, 2022: COVID-19 Community Level (CCL) data was updated on August 2, 2022 in error during performance testing. Data for the week of July 28, 2022 was changed during this update due to additional case and hospital data as a result of late reporting between July 28, 2022 and August 2, 2022. Since the purpose of this data set is to provide point-in-time views of COVID-19 Community Levels on Thursdays, any changes made to the data set during the August 2, 2022 update have been reverted in this update.

    August 4, 2022: COVID-19 Community Level (CCL) data for the week of July 28, 2022 for 8 counties in Utah (Beaver County, Daggett County, Duchesne County, Garfield County, Iron County, Kane County, Uintah County, and Washington County) case data was missing due to data collection issues. CDC and its partners have resolved the issue and the correction is reflected in this update.

    August 4, 2022: Due to a reporting cadence change, case rates for all Alabama counties will be lower than expected. As a result, the CCL levels published on August 4, 2022 should be interpreted with caution.

    August 11, 2022: COVID-19 Community Level (CCL) data for the week of August 4, 2022 for South Carolina have been updated to correct a data collection error that resulted in incorrect case data. CDC and its partners have resolved the issue and the correction is reflected in this update.

    August 18, 2022: COVID-19 Community Level (CCL) data for the week of August 11, 2022 for Connecticut have been updated to correct a data ingestion error that inflated the CT case rates. CDC, in collaboration with CT, has resolved the issue and the correction is reflected in this update.

    August 25, 2022: A laboratory in Tennessee reported a backlog of historic COVID-19 cases. As a result, the 7-day case count and rate may be inflated in many counties and the CCLs published on August 25, 2022 should be interpreted with caution.

    August 25, 2022: Due to a data source error, the 7-day case rate for St. Louis County, Missouri, is reported as zero in the COVID-19 Community Level data released on August 25, 2022. Therefore, the COVID-19 Community Level for this county should be interpreted with caution.

    September 1, 2022: Due to a reporting issue, case rates for all Nebraska counties will include 6 days of data instead of 7 days in the COVID-19 Community Level (CCL) data released on September 1, 2022. Therefore, the CCLs for all Nebraska counties should be interpreted with caution.

    September 8, 2022: Due to a data processing error, the case rate for Philadelphia County, Pennsylvania,

  8. m

    COVID-19 reporting

    • mass.gov
    Updated Dec 4, 2023
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    Executive Office of Health and Human Services (2023). COVID-19 reporting [Dataset]. https://www.mass.gov/info-details/covid-19-reporting
    Explore at:
    Dataset updated
    Dec 4, 2023
    Dataset provided by
    Executive Office of Health and Human Services
    Department of Public Health
    Area covered
    Massachusetts
    Description

    The COVID-19 dashboard includes data on city/town COVID-19 activity, confirmed and probable cases of COVID-19, confirmed and probable deaths related to COVID-19, and the demographic characteristics of cases and deaths.

  9. Covid-19 Vaccination Market Analysis North America, Asia, Europe, Rest of...

    • technavio.com
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    Technavio, Covid-19 Vaccination Market Analysis North America, Asia, Europe, Rest of World (ROW) - China, India, UK, France, US - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/covid-19-vaccination-market-industry-analysis
    Explore at:
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    United States, Global
    Description

    Snapshot img

    Covid-19 Vaccination Market 2024-2028

    The covid-19 vaccination market size is forecast to increase by USD -32.76 billion, at a CAGR of -37.4% between 2023 and 2028. The market is experiencing significant growth due to the expansion of vaccination programs worldwide. Governments and international organizations are investing heavily in vaccination initiatives to contain the spread of the virus. The rising research and development (R&D) investment in the development of Covid-19 vaccines is another major growth factor. However, the high cost of production of Covid-19 vaccines poses a significant challenge to market growth. Manufacturers are exploring various strategies to reduce production costs while maintaining vaccine efficacy and safety. The market is expected to witness strong growth in the coming years as more effective and affordable vaccines become available. poiuyfrtyh

    What will the Covid-19 Vaccination Market Size be During the Forecast Period?

    Download Report Sample to Unlock the Covid-19 Vaccination Market Size for the Forecast Period and Other Important Statistics

    Market Dynamics

    The COVID-19 pandemic has brought about an unprecedented global health crisis, leading to the development of numerous vaccines to mitigate its impact. This content focuses on various aspects of COVID-19 vaccines, including production, distribution, administration, efficacy, safety, and regulations. COVID-19 vaccine production has been a top priority for researchers and pharmaceutical companies worldwide. Several manufacturers have developed vaccines using various technologies such as mRNA, viral vector, and protein subunit, undergoing rigorous testing and clinical trials to ensure safety and efficacy. Once vaccines receive approval from regulatory bodies, they are distributed to healthcare facilities and vaccination centers, requiring careful planning and coordination. Governments and international organizations are working to ensure equitable distribution, prioritizing vulnerable populations and herd immunity. Vaccine administration involves healthcare professionals delivering vaccines through injections, with proper training and safety protocols to minimize adverse reactions. Efficacy refers to the vaccine's ability to prevent infection or reduce the severity of symptoms, with most vaccines showing high efficacy rates, ranging from 60% to 95%. Vaccine safety is monitored closely, and while common side effects include pain and swelling at the injection site, fever, and fatigue, serious side effects are rare.

    Vaccine procurement involves purchasing vaccines from manufacturers, with governments securing supplies through contracts and partnerships. Vaccine allocation ensures that vaccines are distributed to specific populations, with priority given to vulnerable groups like healthcare workers and the elderly. Vaccine prioritization determines which populations should receive vaccines first, based on risk factors. Vaccine passports are digital or physical documents that prove vaccination status, and may be required for travel or work, with regulations varying by jurisdiction. Vaccine mandates, which require vaccination for employment or participation in certain activities, remain a controversial issue. Vaccine regulations ensure vaccines are safe and effective, and policies governing vaccine use in schools, workplaces, and travel may change as supplies and public health conditions evolve.

    Covid-19 Vaccination Market Driver

    The expansion of vaccination programs is the key driver of the market. The market is experiencing significant growth due to the increasing demand for vaccines as governments and healthcare organizations prioritize widespread vaccination to control the virus and achieve herd immunity. This heightened demand leads to increased production and sales for vaccine manufacturers, resulting in long-term procurement contracts being signed to ensure a consistent vaccine supply. These contracts provide stability and revenue for manufacturers, with more contracts expected to be established as vaccination programs expand.

    Vaccine distribution, administration, and logistics are crucial elements in the vaccine market, requiring efficient vaccine storage, transportation, and scheduling. Vaccine safety, efficacy, and monitoring are also vital considerations, along with addressing vaccine hesitancy and acceptance through education and outreach efforts. Vaccine regulations, policies, and campaigns are essential in ensuring vaccine coverage, immunity, and compliance with side effects and potential mandates or certificates.

    Covid-19 Vaccination Market Trends

    Rising research and development investment is the upcoming trend in the market. The Covid-19 pandemic has necessitated the rapid development, production, and distribution of vaccines to prevent and treat the disease caused by the SARS-CoV-2 virus. Governments and the private sector have collaborated to invest in va

  10. Covid-19 Vaccine Development Tools Market - Growth & Forecast 2024 to 2034

    • futuremarketinsights.com
    pdf
    Updated Oct 31, 2024
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    Future Market Insights (2024). Covid-19 Vaccine Development Tools Market - Growth & Forecast 2024 to 2034 [Dataset]. https://www.futuremarketinsights.com/reports/covid-19-vaccine-development-tools-market
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Oct 31, 2024
    Dataset authored and provided by
    Future Market Insights
    License

    https://www.futuremarketinsights.com/privacy-policyhttps://www.futuremarketinsights.com/privacy-policy

    Time period covered
    2024 - 2034
    Area covered
    Worldwide
    Description

    The covid-19 vaccine development tools market is estimated to reach USD 23,031.7 million in 2024. It is estimated that revenue will increase at a CAGR of 9.9% between 2024 and 2034. The market is anticipated to reach USD 59,197.4 million by 2034.

    AttributesKey Insights
    Historical Size, 2023USD 20,956.9 million
    Estimated Size, 2024USD 23,031.7 million
    Projected Size, 2034USD 59,197.4 million
    Value-based CAGR (2024 to 2034)9.9%

    Semi-Annual Market Update

    ParticularValue CAGR
    H110.9% (2023 to 2033)
    H210.4% (2023 to 2033)
    H19.9% (2024 to 2034)
    H29.5% (2024 to 2034)

    Country-wise Insights

    CountriesValue CAGR (2024 to 2034)
    United States4.6%
    Canada8.0%
    Germany4.8%
    France7.5%
    Spain8.5%
    China14.7%
    India16.7%
    Japan6.0%

    Category-wise Insights

    ApplicationLaboratory Technologies
    Value Share (2024)68.5%
    ApplicationVaccine Research
    Value Share (2024)53.5%
  11. COVID-19 Hospital Data Coverage Report

    • healthdata.gov
    • data.virginia.gov
    application/rdfxml +5
    Updated Dec 15, 2020
    + more versions
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    U.S. Department of Health & Human Services (2020). COVID-19 Hospital Data Coverage Report [Dataset]. https://healthdata.gov/Hospital/COVID-19-Hospital-Data-Coverage-Report/v4wn-auj8
    Explore at:
    xml, csv, tsv, application/rssxml, json, application/rdfxmlAvailable download formats
    Dataset updated
    Dec 15, 2020
    Dataset authored and provided by
    U.S. Department of Health & Human Services
    License

    Open Database License (ODbL) v1.0https://www.opendatacommons.org/licenses/odbl/1.0/
    License information was derived automatically

    Description

    After May 3, 2024, this dataset and webpage will no longer be updated because hospitals are no longer required to report data on COVID-19 hospital admissions, and hospital capacity and occupancy data, to HHS through CDC’s National Healthcare Safety Network. Data voluntarily reported to NHSN after May 1, 2024, will be available starting May 10, 2024, at COVID Data Tracker Hospitalizations.

    This report shows data completeness information on data submitted by hospitals for the previous week, from Friday to Thursday. The U.S. Department of Health and Human Services requires all hospitals licensed to provide 24-hour care to report certain data necessary to the all-of-America COVID-19 response. The report includes the following information for each hospital:

    • The percentage of mandatory fields reported.
    • The number of days in the preceding week where 100% of the fields were completed.
    • Whether a hospital is required to report on Wednesdays only.
    • A cell for each required field with the number of days that specific field was reported for the week.
    Hospitals are key partners in the Federal response to COVID-19, and this report is published to increase transparency into the type and amount of data being successfully reported to the U.S. Government.
  12. 9/12/2021 - Added a Summary page and broke out the attached Excel, tabbed spreadsheet into its own reports. You can access the Summary page with this link: https://healthdata.gov/stories/s/ws49-ddj5
  13. 6/17/2023 - With the new 28-day compliance reporting period, CoP reports will be posted every 4 weeks.

  14. Source: HHS Protect, U.S. Department of Health & Human Services

  • c

    Global AI to Novel Coronavirus COVID 19 and Epidemic market size is USD XX...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Apr 30, 2025
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    Cognitive Market Research (2025). Global AI to Novel Coronavirus COVID 19 and Epidemic market size is USD XX million in 2024. [Dataset]. https://www.cognitivemarketresearch.com/ai-to-novel-coronavirus--covid-19--and-epidemic-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Apr 30, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global AI to Novel Coronavirus COVID 19 and Epidemic market size is USD XX million in 2024. It will expand at a compound annual growth rate (CAGR) of 5.00% from 2024 to 2031.

    North America held the major market share for more than 40% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 3.2% from 2024 to 2031.
    Europe accounted for a market share of over 30% of the global revenue with a market size of USD XX million.
    Asia Pacific held a market share of around 23% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.0% from 2024 to 2031.
    Latin America had a market share for more than 5% of the global revenue with a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.4% from 2024 to 2031.
    Middle East and Africa hada market share of around 2% of the global revenue and was estimated at a market size of USD XX million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.7% from 2024 to 2031.
    The Public Emergency application category is the fastest-growing segment in this market. This rapid growth is attributed to the increasing need for AI-driven solutions in managing public health crises and emergency response.
    

    Market Dynamics of AI to Novel Coronavirus COVID 19 and Epidemic Market

    Key Drivers for AI to Novel Coronavirus COVID 19 and Epidemic Market

    AI Advancements in Response to COVID-19 to Increase the Demand Globally

    AI to Novel Coronavirus COVID-19 and Epidemic Market has witnessed a surge in innovation and development, primarily driven by the urgent need to combat the pandemic. AI technologies have been instrumental in various aspects of the COVID-19 response, including drug discovery, vaccine development, and epidemiological modeling. AI-powered platforms have accelerated the screening of potential drug candidates, significantly reducing the time required for traditional drug discovery processes. Furthermore, AI algorithms have been crucial in predicting the spread of the virus, aiding healthcare systems in planning and resource allocation.

    Increased Focus on Healthcare Automation to Propel Market Growth

    Another key driver in the AI to Novel Coronavirus COVID-19 and Epidemic Market is the increased focus on healthcare automation. The pandemic has highlighted the need for efficient and automated healthcare processes to handle the influx of patients and the strain on healthcare systems. AI technologies such as robotic process automation (RPA) and chatbots have been deployed to streamline administrative tasks, enhance patient communication, and improve overall healthcare service delivery. This trend towards healthcare automation is expected to drive the demand for AI solutions in the healthcare sector, including those related to epidemic management.

    Restraint Factor for the AI to Novel Coronavirus COVID 19 and Epidemic Market

    Limited Accessibility and Affordability to Limit the Sales

    One significant restraint in the AI to Novel Coronavirus COVID-19 and Epidemic Market is the limited accessibility and affordability of AI-based solutions, particularly in developing and underdeveloped regions. The high cost associated with AI technologies, including software development, implementation, and maintenance, poses a barrier to entry for many healthcare facilities and governments, hindering widespread adoption. Additionally, the lack of skilled professionals to operate AI systems further limits their effectiveness in combating epidemics. Addressing these challenges through cost-effective solutions and training programs will be crucial in realizing the full potential of AI in fighting infectious diseases.

    Impact of Covid-19 on the AI to Novel Coronavirus COVID 19 and Epidemic Market

    The COVID-19 pandemic has significantly accelerated the adoption and development of AI technologies in the fight against the novel coronavirus and other epidemics. AI has played a crucial role in various aspects of the pandemic response, including early detection and diagnosis, drug discovery, contact tracing, and vaccine development. AI-powered tools such as machine learning models and natural language processing have been used to analyze vast amounts of data, including genomic sequences, clinical records, and epidemiological data, to identify patt...

  • C

    Covid-19 Protein Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 28, 2025
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    Data Insights Market (2025). Covid-19 Protein Report [Dataset]. https://www.datainsightsmarket.com/reports/covid-19-protein-1818961
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    May 28, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The COVID-19 protein market experienced significant growth from 2019 to 2024, driven by the urgent need for diagnostic tools, vaccine development, and therapeutic research during the pandemic. While precise market figures aren't provided, the rapid advancements in understanding the virus and the intense global research efforts suggest a substantial market size, potentially exceeding $1 billion in 2024. The market's Compound Annual Growth Rate (CAGR) likely ranged from 20% to 30% during this period, reflecting the high demand for various COVID-19 proteins for research and development. Key drivers included the global pandemic itself, the accelerated development of vaccines and therapeutics, and ongoing research into the virus's long-term effects and variants. Market trends show a shift towards more sophisticated protein characterization techniques and the development of novel diagnostic assays. Constraints on the market included the initial scarcity of resources and manufacturing capabilities during the early stages of the pandemic, as well as regulatory hurdles for new diagnostic tests and therapies. The market is segmented by protein type (Spike, Nucleocapsid, etc.), application (research, diagnostics, therapeutics), and end-user (pharmaceutical companies, research institutions, diagnostic laboratories). Major players include Abcam, The Native Antigen Company, Bio-Rad Laboratories, Thermo Fisher Scientific, and others, competing based on protein quality, price, and technological advancements. Post-pandemic, the COVID-19 protein market is expected to experience a period of adjustment. While the immediate, explosive growth will likely moderate, sustained demand for research-grade proteins will persist. Ongoing studies related to long COVID, variant analysis, and the potential for future outbreaks will fuel continued growth, albeit at a lower CAGR than during the peak pandemic years. The market will see increasing consolidation among players as smaller companies are acquired by larger ones. The focus will shift towards a more stable, albeit smaller, market, with opportunities in developing more accurate, sensitive, and cost-effective diagnostics and therapeutics, further fueling innovation and expansion within the niche markets of long-COVID research and future pandemic preparedness.

  • COVID-19 Health Code Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 23, 2024
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    Dataintelo (2024). COVID-19 Health Code Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-covid-19-health-code-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Sep 23, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    COVID-19 Health Code Market Outlook



    The global COVID-19 Health Code market size was valued at USD 4.5 billion in 2023 and is projected to reach USD 10.8 billion by 2032, growing at a compound annual growth rate (CAGR) of 10.2% from 2024 to 2032. The significant growth factor driving this market includes the ongoing global efforts to mitigate the impact of the COVID-19 pandemic and the increasing reliance on digital health tools to manage public health crises.



    The adoption of health codes has been particularly driven by the need for efficient contact tracing and health monitoring. Governments and healthcare providers worldwide have recognized the importance of utilizing digital solutions to quickly identify and isolate COVID-19 cases, thus preventing widespread transmission. The integration of advanced technologies such as artificial intelligence (AI) and machine learning (ML) into health code systems has further enhanced their effectiveness, making them indispensable tools in managing the pandemic.



    Furthermore, the growing acceptance of digital health solutions among the general population is a significant growth factor for the COVID-19 Health Code market. As people become more accustomed to using mobile applications and digital platforms for health monitoring and reporting, the reliance on health codes is expected to increase. This trend is supported by the increasing penetration of smartphones and internet connectivity globally, enabling more people to access and utilize these digital health tools.



    The implementation of health code systems has also been driven by the travel and tourism industry, which has been heavily impacted by the pandemic. Health codes have become a crucial component in ensuring safe and secure travel, providing travelers with the necessary health status verification to gain entry into different countries and regions. This has led to the widespread adoption of health codes by airlines, travel agencies, and other stakeholders in the travel and tourism sector.



    Regional outlook for the COVID-19 Health Code market reveals significant variations in adoption and growth rates across different regions. North America and Europe have been at the forefront of adopting digital health solutions, driven by strong healthcare infrastructure and high levels of technological advancement. In contrast, regions such as Asia Pacific and Latin America are witnessing rapid growth due to increasing government initiatives and investments in digital health technologies. The Middle East & Africa region is also expected to see substantial growth, supported by efforts to strengthen healthcare systems and improve public health outcomes.



    Component Analysis



    The COVID-19 Health Code market is segmented by component into software, hardware, and services. Each component plays a critical role in the overall functionality and effectiveness of health code systems. The software segment encompasses the digital platforms and applications used for contact tracing, health monitoring, and data management. This segment is expected to witness significant growth due to the increasing demand for sophisticated and user-friendly digital solutions. The integration of AI and ML algorithms into health code software has enhanced their predictive capabilities, enabling more accurate and timely identification of COVID-19 cases.



    The hardware segment includes devices such as smartphones, tablets, and other digital tools used to access and utilize health code applications. This segment is driven by the proliferation of mobile devices and the increasing adoption of wearable health monitors. The integration of health code functionalities into existing hardware devices has made it easier for users to access and use these tools, thereby driving market growth. Additionally, the development of specialized hardware devices designed specifically for health code applications is expected to further boost this segment.



    Services form a crucial component of the COVID-19 Health Code market, encompassing a range of activities such as installation, maintenance, training, and support. The demand for these services is driven by the need for seamless integration of health code systems into existing healthcare and public health infrastructures. Service providers play a vital role in ensuring the effective deployment and operation of health code systems, offering technical support and training to users. The increasing complexity of health code applications and the need for ongoing updates and maintenance are expected to drive the growth of the services segment.

    <b

  • Forecasted global real GDP growth 2019-2024

    • ai-chatbox.pro
    • statista.com
    Updated May 30, 2025
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    Statista (2025). Forecasted global real GDP growth 2019-2024 [Dataset]. https://www.ai-chatbox.pro/?_=%2Fstatistics%2F1102889%2Fcovid-19-forecasted-global-real-gdp-growth%2F%23XgboD02vawLKoDs%2BT%2BQLIV8B6B4Q9itA
    Explore at:
    Dataset updated
    May 30, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Jun 2023
    Area covered
    World
    Description

    The coronavirus (COVID-19) pandemic, has had a significant impact on the global economy. In 2020, global Gross Domestic Product (GDP) decreased by 3.4 percent, while the forecast initially was 2.9 percent GDP growth. As the world's governments are working towards a fast economic recovery, the GDP increased again in 2021 by 5.8 percent. Global GDP increased by over three percent in 2022, but it is still not clear to what extent Russia's war in Ukraine will impact the global economy. Global GDP growth is expected to slow somewhat in 2023.

  • o

    Deaths Involving COVID-19 by Vaccination Status

    • data.ontario.ca
    • gimi9.com
    • +3more
    csv, docx, xlsx
    Updated Dec 13, 2024
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    Health (2024). Deaths Involving COVID-19 by Vaccination Status [Dataset]. https://data.ontario.ca/dataset/deaths-involving-covid-19-by-vaccination-status
    Explore at:
    docx(26086), docx(29332), xlsx(10972), csv(321473), xlsx(11053)Available download formats
    Dataset updated
    Dec 13, 2024
    Dataset authored and provided by
    Health
    License

    https://www.ontario.ca/page/open-government-licence-ontariohttps://www.ontario.ca/page/open-government-licence-ontario

    Time period covered
    Nov 14, 2024
    Area covered
    Ontario
    Description

    This dataset reports the daily reported number of the 7-day moving average rates of Deaths involving COVID-19 by vaccination status and by age group.

    Learn how the Government of Ontario is helping to keep Ontarians safe during the 2019 Novel Coronavirus outbreak.

    Effective November 14, 2024 this page will no longer be updated. Information about COVID-19 and other respiratory viruses is available on Public Health Ontario’s interactive respiratory virus tool: https://www.publichealthontario.ca/en/Data-and-Analysis/Infectious-Disease/Respiratory-Virus-Tool

    Data includes:

    • Date on which the death occurred
    • Age group
    • 7-day moving average of the last seven days of the death rate per 100,000 for those not fully vaccinated
    • 7-day moving average of the last seven days of the death rate per 100,000 for those fully vaccinated
    • 7-day moving average of the last seven days of the death rate per 100,000 for those vaccinated with at least one booster

    Additional notes

    As of June 16, all COVID-19 datasets will be updated weekly on Thursdays by 2pm.

    As of January 12, 2024, data from the date of January 1, 2024 onwards reflect updated population estimates. This update specifically impacts data for the 'not fully vaccinated' category.

    On November 30, 2023 the count of COVID-19 deaths was updated to include missing historical deaths from January 15, 2020 to March 31, 2023.

    CCM is a dynamic disease reporting system which allows ongoing update to data previously entered. As a result, data extracted from CCM represents a snapshot at the time of extraction and may differ from previous or subsequent results. Public Health Units continually clean up COVID-19 data, correcting for missing or overcounted cases and deaths. These corrections can result in data spikes and current totals being different from previously reported cases and deaths. Observed trends over time should be interpreted with caution for the most recent period due to reporting and/or data entry lags.

    The data does not include vaccination data for people who did not provide consent for vaccination records to be entered into the provincial COVaxON system. This includes individual records as well as records from some Indigenous communities where those communities have not consented to including vaccination information in COVaxON.

    “Not fully vaccinated” category includes people with no vaccine and one dose of double-dose vaccine. “People with one dose of double-dose vaccine” category has a small and constantly changing number. The combination will stabilize the results.

    Spikes, negative numbers and other data anomalies: Due to ongoing data entry and data quality assurance activities in Case and Contact Management system (CCM) file, Public Health Units continually clean up COVID-19, correcting for missing or overcounted cases and deaths. These corrections can result in data spikes, negative numbers and current totals being different from previously reported case and death counts.

    Public Health Units report cause of death in the CCM based on information available to them at the time of reporting and in accordance with definitions provided by Public Health Ontario. The medical certificate of death is the official record and the cause of death could be different.

    Deaths are defined per the outcome field in CCM marked as “Fatal”. Deaths in COVID-19 cases identified as unrelated to COVID-19 are not included in the Deaths involving COVID-19 reported.

    Rates for the most recent days are subject to reporting lags

    All data reflects totals from 8 p.m. the previous day.

    This dataset is subject to change.

  • COVID-19 Treatment Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jun 30, 2025
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    Growth Market Reports (2025). COVID-19 Treatment Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/covid-19-treatment-market-global-industry-analysis
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Jun 30, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    COVID-19 Treatment Market Outlook



    According to our latest research, the global COVID-19 treatment market size in 2024 stands at USD 32.7 billion, reflecting the ongoing demand for effective therapies and supportive care options. The market is forecasted to reach USD 46.3 billion by 2033, growing at a CAGR of 4.0% during the period from 2025 to 2033. This growth is primarily driven by the emergence of new SARS-CoV-2 variants, continuous innovation in drug development, and the sustained need for both acute and long-term treatment solutions across diverse patient populations.




    A significant growth factor in the COVID-19 treatment market is the persistent evolution of the virus, which has led to the emergence of more contagious and, in some cases, more severe variants. This has necessitated the development of new antiviral drugs and therapeutic combinations, as well as the adaptation of existing treatment protocols. Pharmaceutical companies have responded with accelerated research and development programs, resulting in the approval of novel drugs and the expansion of indications for existing therapies. The ongoing threat of viral mutations continues to drive investments in both small-molecule antivirals and biologics, ensuring that the market remains dynamic and responsive to changing clinical needs.




    Another key driver for the COVID-19 treatment market is the increasing prevalence of high-risk populations, including geriatric and immunocompromised patients, who are more susceptible to severe disease outcomes. This demographic trend has amplified the demand for hospital-based treatments and advanced care modalities such as monoclonal antibodies and immunomodulators. Additionally, the integration of digital health solutions and telemedicine has facilitated broader access to homecare treatments, allowing patients to receive timely care while reducing the burden on healthcare facilities. The expansion of distribution channels, particularly online and retail pharmacies, has further enhanced the availability of COVID-19 therapeutics, contributing to market growth.




    The global response to the COVID-19 pandemic has also accelerated regulatory pathways, enabling faster approval and deployment of new treatment options. Governments and international health agencies have implemented emergency use authorizations and streamlined clinical trial processes, fostering a conducive environment for innovation. This regulatory agility has encouraged pharmaceutical companies to invest in the development of both repurposed and novel drugs, ensuring a steady pipeline of therapeutic candidates. The collaboration between public and private sectors, including funding for research and manufacturing, has played a pivotal role in sustaining the momentum of the COVID-19 treatment market.




    From a regional perspective, North America continues to lead the global COVID-19 treatment market, accounting for the largest share in 2024. This dominance is attributed to robust healthcare infrastructure, significant investments in pharmaceutical research, and the presence of major industry players. Europe follows closely, benefiting from coordinated public health initiatives and a strong regulatory framework. The Asia Pacific region is experiencing the fastest growth, driven by increasing healthcare expenditures, expanding access to treatments, and rising awareness among the population. Latin America and the Middle East & Africa are also witnessing gradual improvements in treatment availability, supported by international aid and local manufacturing initiatives.





    Drug Class Analysis



    The COVID-19 treatment market by drug class is segmented into antiviral drugs, immunomodulators, monoclonal antibodies, corticosteroids, and others. Antiviral drugs remain the cornerstone of therapeutic interventions, as they directly target the replication mechanisms of the SARS-CoV-2 virus. The rapid development and approval of antivirals such as remdesivir and molnupiravir have significantly impacted patient outcomes, particularly in hospitalized i

  • o

    Status of COVID-19 cases in Ontario

    • data.ontario.ca
    • gimi9.com
    • +2more
    csv, xlsx
    Updated Dec 13, 2024
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    Health (2024). Status of COVID-19 cases in Ontario [Dataset]. https://data.ontario.ca/en/dataset/status-of-covid-19-cases-in-ontario
    Explore at:
    csv(33820), csv(133498), xlsx(19387), csv(162260)Available download formats
    Dataset updated
    Dec 13, 2024
    Dataset authored and provided by
    Health
    License

    https://www.ontario.ca/page/open-government-licence-ontariohttps://www.ontario.ca/page/open-government-licence-ontario

    Time period covered
    Nov 14, 2024
    Area covered
    Ontario
    Description

    Status of COVID-19 cases in Ontario

    This dataset compiles daily snapshots of publicly reported data on 2019 Novel Coronavirus (COVID-19) testing in Ontario.

    Learn how the Government of Ontario is helping to keep Ontarians safe during the 2019 Novel Coronavirus outbreak.

    Effective April 13, 2023, this dataset will be discontinued. The public can continue to access the data within this dataset in the following locations updated weekly on the Ontario Data Catalogue:

    For information on Long-Term Care Home COVID-19 Data, please visit: Long-Term Care Home COVID-19 Data.

    Data includes:

    • reporting date
    • daily tests completed
    • total tests completed
    • test outcomes
    • total case outcomes (resolutions and deaths)
    • current tests under investigation
    • current hospitalizations
      • current patients in Intensive Care Units (ICUs) due to COVID-related critical Illness
      • current patients in Intensive Care Units (ICUs) testing positive for COVID-19
      • current patients in Intensive Care Units (ICUs) no longer testing positive for COVID-19
      • current patients in Intensive Care Units (ICUs) on ventilators due to COVID-related critical illness
      • current patients in Intensive Care Units (ICUs) on ventilators testing positive for COVID-19
      • current patients in Intensive Care Units (ICUs) on ventilators no longer testing positive for COVID-19
    • Long-Term Care (LTC) resident and worker COVID-19 case and death totals
    • Variants of Concern case totals
    • number of new deaths reported (occurred in the last month)
    • number of historical deaths reported (occurred more than one month ago)
    • change in number of cases from previous day by Public Health Unit (PHU).

    This dataset is subject to change. Please review the daily epidemiologic summaries for information on variables, methodology, and technical considerations.

    Cumulative Deaths

    **Effective November 14, 2024 this page will no longer be updated. Information about COVID-19 and other respiratory viruses is available on Public Health Ontario’s interactive respiratory virus tool: https://www.publichealthontario.ca/en/Data-and-Analysis/Infectious-Disease/Respiratory-Virus-Tool **

    The methodology used to count COVID-19 deaths has changed to exclude deaths not caused by COVID. This impacts data captured in the columns “Deaths”, “Deaths_Data_Cleaning” and “newly_reported_deaths” starting with data for March 11, 2022. A new column has been added to the file “Deaths_New_Methodology” which represents the methodological change.

    The method used to count COVID-19 deaths has changed, effective December 1, 2022. Prior to December 1, 2022, deaths were counted based on the date the death was updated in the public health unit’s system. Going forward, deaths are counted on the date they occurred.

    On November 30, 2023 the count of COVID-19 deaths was updated to include missing historical deaths from January 15, 2020 to March 31, 2023. A small number of COVID deaths (less than 20) do not have recorded death date and will be excluded from this file.

    CCM is a dynamic disease reporting system which allows ongoing update to data previously entered. As a result, data extracted from CCM represents a snapshot at the time of extraction and may differ from previous or subsequent results. Public Health Units continually clean up COVID-19 data, correcting for missing or overcounted cases and deaths. These corrections can result in data spikes and current totals being different from previously reported cases and deaths. Observed trends over time should be interpreted with caution for the most recent period due to reporting and/or data entry lags.

    Related dataset(s)

    • Confirmed positive cases of COVID-19 in Ontario
  • Covid 19 Diagnosis Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 3, 2024
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    Dataintelo (2024). Covid 19 Diagnosis Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/covid-19-diagnosis-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Oct 3, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    COVID-19 Diagnosis Market Outlook



    The global COVID-19 diagnosis market size was valued at USD 84.5 billion in 2023 and is projected to reach USD 98.3 billion by 2032, growing at a CAGR of 1.6% from 2024 to 2032. The market's growth is primarily driven by the increasing demand for rapid and accurate diagnostic testing to control the spread of COVID-19 and the ongoing development of innovative diagnostic technologies.



    One of the key growth factors for the COVID-19 diagnosis market is the urgent need for effective disease management during pandemics. The unprecedented scale of the COVID-19 pandemic highlighted significant gaps in global diagnostic capabilities, prompting both governments and private sectors to invest heavily in diagnostic infrastructure. The rapid development and deployment of various diagnostic tests, such as molecular, antigen, and antibody tests, have been crucial in identifying and isolating infected individuals, thereby mitigating the spread of the virus.



    Another significant factor contributing to market growth is the continuous advancements in diagnostic technology. Innovations such as high-throughput sequencing, CRISPR-based diagnostics, and advanced point-of-care testing devices have significantly improved the accuracy, speed, and ease of COVID-19 detection. This technological progression has not only enhanced the ability to diagnose the disease promptly but has also paved the way for broader applications in the diagnosis of other infectious diseases, potentially leading to a more resilient healthcare system in the future.



    The growing awareness and importance of early detection and monitoring of COVID-19 infections are also fueling the market. Public health campaigns and educational initiatives have emphasized the critical role of testing in controlling the pandemic. As a result, there has been a notable increase in testing rates globally, further driving the demand for diagnostic tests. Additionally, the availability of government funding and support for diagnostic research and development has accelerated the introduction of new and improved diagnostic products into the market.



    From a regional perspective, North America and Europe have been leading in terms of advanced diagnostic infrastructure and high testing rates. However, significant growth is anticipated in the Asia Pacific region due to increasing investments in healthcare infrastructure and rising awareness about the importance of early diagnosis. Regions such as Latin America and the Middle East & Africa are also expected to witness growth, driven by efforts to improve diagnostic capabilities and manage infectious disease outbreaks more effectively.



    Test Type Analysis



    The COVID-19 diagnosis market by test type is segmented into molecular tests, antigen tests, and antibody tests. Molecular tests, including RT-PCR, have been the gold standard for COVID-19 diagnosis due to their high sensitivity and specificity. These tests detect the virus's genetic material, making them highly accurate in identifying active infections. The widespread adoption of molecular testing has been driven by the urgent need for precise diagnosis, especially in the early stages of infection when viral loads are high. Moreover, continuous advancements in molecular diagnostic technologies have reduced the turnaround time and increased the throughput, making these tests more accessible and efficient.



    Antigen tests offer a rapid and cost-effective alternative to molecular tests. These tests detect specific proteins from the virus, providing results in a shorter time frame, often within minutes to an hour. While antigen tests are generally less sensitive than molecular tests, their ability to deliver quick results has made them invaluable in settings where rapid decision-making is critical, such as airports, schools, and workplaces. The growing demand for mass testing and the need to quickly identify and isolate infected individuals have significantly boosted the adoption of antigen tests worldwide.



    Antibody tests, also known as serological tests, detect the presence of antibodies in the blood, indicating past exposure to the virus. These tests are crucial for understanding the spread of the virus within populations and for identifying individuals who may have developed some level of immunity. While not typically used for diagnosing active infections, antibody tests have played a vital role in epidemiological studies and vaccine efficacy assessments. The development of highly sensitive and specific antibody tests has improved the accuracy of these assessments,

  • Covid 19 Impact On Healthcare IndustryMarket - Market Growth Rate, Industry...

    • datamintelligence.com
    pdf,excel,csv,ppt
    Updated Apr 6, 2020
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    DataM Intelligence (2020). Covid 19 Impact On Healthcare IndustryMarket - Market Growth Rate, Industry Insights and Forecast 2024-2031 [Dataset]. https://www.datamintelligence.com/research-report/covid-19-impact-on-healthcare-industry
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Apr 6, 2020
    Dataset provided by
    Authors
    DataM Intelligence
    License

    https://www.datamintelligence.com/terms-conditionshttps://www.datamintelligence.com/terms-conditions

    Area covered
    Global
    Description

    COvid-19 impact on Healthcare Industry is expected to grow at a high CAGR during the forecast period 2023-2030 | DataM Intelligence

  • Share
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    Statista (2024). Total number of COVID-19 cases APAC April 2024, by country [Dataset]. https://www.statista.com/statistics/1104263/apac-covid-19-cases-by-country/
    Organization logo

    Total number of COVID-19 cases APAC April 2024, by country

    Explore at:
    2 scholarly articles cite this dataset (View in Google Scholar)
    Dataset updated
    Sep 18, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Asia–Pacific
    Description

    The outbreak of the novel coronavirus in Wuhan, China, saw infection cases spread throughout the Asia-Pacific region. By April 13, 2024, India had faced over 45 million coronavirus cases. South Korea followed behind India as having had the second highest number of coronavirus cases in the Asia-Pacific region, with about 34.6 million cases. At the same time, Japan had almost 34 million cases. At the beginning of the outbreak, people in South Korea had been optimistic and predicted that the number of cases would start to stabilize. What is SARS CoV 2?Novel coronavirus, officially known as SARS CoV 2, is a disease which causes respiratory problems which can lead to difficulty breathing and pneumonia. The illness is similar to that of SARS which spread throughout China in 2003. After the outbreak of the coronavirus, various businesses and shops closed to prevent further spread of the disease. Impacts from flight cancellations and travel plans were felt across the Asia-Pacific region. Many people expressed feelings of anxiety as to how the virus would progress. Impact throughout Asia-PacificThe Coronavirus and its variants have affected the Asia-Pacific region in various ways. Out of all Asia-Pacific countries, India was highly affected by the pandemic and experienced more than 50 thousand deaths. However, the country also saw the highest number of recoveries within the APAC region, followed by South Korea and Japan.

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