50 datasets found
  1. g

    Coronavirus (Covid-19): Mass Testing in Schools | gimi9.com

    • gimi9.com
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    Coronavirus (Covid-19): Mass Testing in Schools | gimi9.com [Dataset]. https://gimi9.com/dataset/eu_100183-kanton-basel-stadt
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    Description

    This dataset shows the SARS-CoV-2 tests, which were carried out in mid-March 2022 on pupils (SuS) and teachers at baselstadt schools. The number of tests performed as well as the test positivity rate per week are listed. More information about testing in schools: https://www.coronavirus.bs.ch/testen/testen-in-schulen.htmlDaten on mass tests at schools before mid-March 2022, as well as in companies in the canton of Basel-Stadt can be found here: https://data.bs.ch/explore/?sort=modified&q=massentests

  2. g

    Coronavirus (Covid-19): Mass Testing in Primary and Secondary Schools |...

    • gimi9.com
    + more versions
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    Coronavirus (Covid-19): Mass Testing in Primary and Secondary Schools | gimi9.com [Dataset]. https://gimi9.com/dataset/eu_100145-kanton-basel-stadt/
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    Description

    This dataset shows the class pools tested on SARS-CoV-2 from Primary and Secondary Basel Urban Schools, indicating the number of pools tested and the test positivity rate per week. More information about testing in schools: https://www.coronavirus.bs.ch/testen/testen-in-schulen.htmlDieser Dataset has not been updated since the end of February 2022. Since mid-March 2022, data on tests in Basler schools will be published in a new dataset: https://data.bs.ch/explore/dataset/100183

  3. Coronavirus (COVID-19) data on funding claims by institutions

    • s3.amazonaws.com
    • gov.uk
    Updated Aug 5, 2022
    + more versions
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    Education and Skills Funding Agency (2022). Coronavirus (COVID-19) data on funding claims by institutions [Dataset]. https://s3.amazonaws.com/thegovernmentsays-files/content/182/1828573.html
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    Dataset updated
    Aug 5, 2022
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Education and Skills Funding Agency
    Description

    This page outlines payments made to institutions for claims they have made to ESFA for various grants. These include, but are not exclusively, coronavirus (COVID-19) support grants. Information on funding for grants based on allocations will be on the specific page for the grant.

    Claim-based grants included

    School funding: exceptional costs associated with coronavirus (COVID-19)

    Financial assistance available to schools to cover increased premises, free school meals and additional cleaning-related costs associated with keeping schools open over the Easter and summer holidays in 2020, during the coronavirus (COVID-19) pandemic.

    Coronavirus (COVID-19) free school meals: additional costs

    Financial assistance available to meet the additional cost of the provision of free school meals to pupils and students where they were at home during term time, for the period January 2021 to March 2021.

    Alternative provision: year 11 transition funding

    Financial assistance for alternative provision settings to provide additional transition support into post-16 destinations for year 11 pupils from June 2020 until the end of the autumn term (December 2020). This has now been updated to include funding for support provided by alternative provision settings from May 2021 to the end of February 2022.

    Coronavirus (COVID-19) 2021 qualifications fund for schools and colleges

    Financial assistance for schools, colleges and other exam centres to run exams and assessments during the period October 2020 to March 2021 (or for functional skills qualifications, October 2020 to December 2020). Now updated to include claims for eligible costs under the 2021 qualifications fund for the period October 2021 to March 2022.

    National tutoring programme: academic mentors programme grant

    Financial assistance for mentors’ salary costs on the academic mentors programme, from the start of their training until 31 July 2021, with adjustment for any withdrawals.

    Coronavirus (COVID-19) mass testing funding for schools and colleges: exceptional costs

    Details of exceptional costs claims made by schools and colleges that had to hire additional premises or make significant alterations to their existing premises to conduct mass testing.

    Coronavirus (COVID-19) workforce fund for schools and Coronavirus (COVID-19) workforce fund for colleges

    Financial assistance for eligible costs relating to staff absences during the period November 2020 to December 2020. Now updated to include claims for costs during the period 2

  4. H

    Impacts of Testing, Vaccination, and Immunity on COVID-19 Cases in...

    • dataverse.harvard.edu
    Updated Jul 22, 2024
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    Zeynep Ertem (2024). Impacts of Testing, Vaccination, and Immunity on COVID-19 Cases in Massachusetts Elementary and Secondary Students: A Retrospective, State-Wide Cohort Study [Dataset]. http://doi.org/10.7910/DVN/HBK8Q8
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jul 22, 2024
    Dataset provided by
    Harvard Dataverse
    Authors
    Zeynep Ertem
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Massachusetts
    Description

    Test-to-stay modified quarantine programs implemented in elementary and secondary schools increased participation in in-person learning during the Covid-19 pandemic . Little is known about the impact of other types of testing programs, such as surveillance testing, or immunity and vaccination, on cases of COVID-19 in elementary and secondary school settings. This retrospective cohort study, which was conducted in the state of Massachusetts during the 2021- 22 academic year, found that high vaccination uptake and community immunity acquired via prior infection mitigated COVID-19 cases in elementary and secondary schools. Testing strategies, including surveillance testing programs and test-to-stay modified quarantine programs, for supporting in-person learning were safe and effective but feasibility challenges are important considerations. These data can be used to inform policy about in-school mitigation measures during future respiratory virus pandemics.

  5. d

    Test Shapefiles

    • search.dataone.org
    • hydroshare.org
    Updated Dec 5, 2021
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    Chris Lowry (2021). Test Shapefiles [Dataset]. https://search.dataone.org/view/sha256%3Aff308b39486ca1c38343d35541854d8de268c0a18a53e72fccb0691f44a4e83b
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    Dataset updated
    Dec 5, 2021
    Dataset provided by
    Hydroshare
    Authors
    Chris Lowry
    Area covered
    Description

    This point datalayer shows the locations of institutions of higher education in Massachusetts. Sites appearing in this layer are those normally attended by students after completion of high school. Types are public and private, and categories include co-ed, vocational, technical, religious, medical, and traditional 2- and 4-year colleges and universities. This layer was developed by MassGIS and is primarily based on all Massachusetts colleges listed in the National Center for Education Statistics website as of March 12, 2018. Additional schools were added from lists of professional occupational/vocational institutions compiled by the Massachusetts Office of Consumer Affairs and Business Regulation Division of Professional Licensure.Data sources:https://nces.ed.gov/collegenavigator/https://www.mass.gov/files/documents/2017/09/27/schools.pdfhttps://www.mass.gov/files/documents/2018/02/15/electricians%20150-600-hrs-course-approved-schools.pdfIndividual college websites were also consulted to verify locations and other material. MassGIS geocoded site addresses and verfied them using current ortho imagery.A few institutions have multiple campuses, as distinct from satellite locations. For example, Harvard School of Business and Harvard Medical School are campuses within Harvard University, and a point is included in this dataset for each. Some satellite campuses may not be included. For example, Northeastern University conducts classes in satellite locations such as Milford High School. Since Milford High School is a separate educational facility, it is not considered to be a Northeastern University campus, and a point is not included in this layer.The layer is stored in ArcSDE and distributed as COLLEGES_PT.For pre-kindergarten through high school educational facilities, see the SCHOOL_PT layer.

  6. G

    COVID-19 Sample Collection Kits Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Aug 4, 2025
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    Growth Market Reports (2025). COVID-19 Sample Collection Kits Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/covid-19-sample-collection-kits-market-global-industry-analysis
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    pptx, csv, pdfAvailable download formats
    Dataset updated
    Aug 4, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    COVID-19 Sample Collection Kits Market Outlook



    According to our latest research, the COVID-19 sample collection kits market size reached USD 3.42 billion globally in 2024, with a robust compound annual growth rate (CAGR) of 7.1% projected through the forecast period. By 2033, the market is expected to reach USD 6.33 billion, driven by ongoing testing requirements, emerging variants, and the persistent need for surveillance in both clinical and research settings. The growth of this market continues to be fueled by advancements in diagnostic technologies, expansion of healthcare infrastructure, and a renewed focus on pandemic preparedness worldwide.




    The primary growth factor for the COVID-19 sample collection kits market is the sustained global emphasis on diagnostic testing to control the spread of COVID-19 and its variants. As countries strive to maintain low infection rates and prevent future outbreaks, frequent and widespread testing remains a cornerstone of public health strategies. Governments and private organizations are investing heavily in rapid and accurate testing solutions, which has significantly boosted the demand for a diverse range of sample collection kits. Additionally, the emergence of new and more transmissible variants has necessitated ongoing surveillance and testing, further propelling market expansion.




    Another critical driver for the market is the technological innovation in sample collection methods and materials. Manufacturers are developing more user-friendly, less invasive, and highly reliable kits, such as saliva-based and self-collection kits, to improve patient compliance and testing accuracy. These advancements have enabled mass screening and frequent testing in community settings, schools, airports, and workplaces. Furthermore, integration with digital health platforms for seamless data management and result tracking has enhanced the value proposition of these kits for healthcare providers and end-users alike. This technological evolution is expected to sustain the market's growth trajectory over the coming years.




    The expansion of healthcare infrastructure, particularly in emerging economies, has also played a vital role in the growth of the COVID-19 sample collection kits market. Governments and international agencies have invested in strengthening laboratory capacities and supply chains to ensure timely and efficient sample collection and processing. This has led to increased accessibility and availability of sample collection kits in remote and underserved regions. Additionally, the growing collaboration between public and private sectors has facilitated the rapid scale-up of production and distribution channels, ensuring that sample collection kits reach a broader population base and contribute to effective pandemic management.




    From a regional perspective, North America continues to dominate the global market, accounting for the largest share in 2024, followed by Europe and Asia Pacific. The high adoption of advanced diagnostic technologies, robust healthcare infrastructure, and proactive government initiatives have positioned these regions at the forefront of the market. Meanwhile, Asia Pacific is exhibiting the fastest growth rate, driven by increasing healthcare investments, rising awareness, and the presence of a large population base. Latin America and the Middle East & Africa are also witnessing steady growth, supported by international aid and government-led mass testing campaigns. This regional diversification underscores the global importance of sample collection kits in the ongoing battle against COVID-19.





    Product Type Analysis



    The COVID-19 sample collection kits market is segmented by product type into swab kits, viral transport media, blood collection kits, saliva collection kits, and others. Among these, swab kits have consistently held the largest market share, owing to their widespread use in nasopharyngeal and oropharyngeal sam

  7. T

    Student Progression from High School through Postsecondary Education

    • educationtocareer.data.mass.gov
    csv, xlsx, xml
    Updated Oct 28, 2025
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    Department of Elementary and Secondary Education (2025). Student Progression from High School through Postsecondary Education [Dataset]. https://educationtocareer.data.mass.gov/w/sg4g-eg2n/default?cur=C2a2JXpg7Gw
    Explore at:
    xml, xlsx, csvAvailable download formats
    Dataset updated
    Oct 28, 2025
    Dataset authored and provided by
    Department of Elementary and Secondary Education
    Description

    The District Analysis and Review Tools (DARTs) offer snapshots of district and school performance, allowing users to easily track select data elements over time, and make sound, meaningful comparisons to the state or to "comparable" organizations. The waterfall data shows a cohort of high school students and their progression through high school graduation, college enrollment and persistence in higher education to a second year or college completion.

    This is a companion dataset to the main DART: Success After High School dataset. It contains two indicators published separately from the main dataset since the data are in a different format: "Student progression from high school through second year of postsecondary education" and "Student progression from high school through postsecondary degree completion". For all other DART: Success After High School indicators, please visit the main DART: Success After High School dataset.

    This dataset contains the same data that is also published on our DART Detail: Success After High School Online Dashboard

  8. D

    Covid 19 Poc Testing Kits Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 16, 2024
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    Dataintelo (2024). Covid 19 Poc Testing Kits Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/covid-19-poc-testing-kits-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Oct 16, 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 POC Testing Kits Market Outlook



    The global market size for COVID-19 Point-of-Care (POC) testing kits was valued at approximately USD 10.5 billion in 2023 and is projected to reach USD 7.2 billion by 2032, growing at a compound annual growth rate (CAGR) of -3.7%. Several growth factors are contributing to the sustained demand and growth of this market. The ongoing need for rapid diagnostic solutions amid fluctuating waves of the pandemic and increasing public awareness of health and safety measures are key drivers.



    One of the primary growth factors of the COVID-19 POC testing kits market is the urgent need for rapid and reliable diagnostic methods to quickly identify infected individuals. The ability of POC testing kits to deliver results within minutes or hours, as opposed to days, has been crucial in controlling the spread of the virus. This capability is especially critical in environments such as airports, schools, and workplaces, where timely results can facilitate quick isolation and treatment of infected individuals. Additionally, governments and healthcare organizations worldwide have been investing substantially in POC testing infrastructure, thereby further stimulating market growth.



    Technological advancements in diagnostic testing have also played a pivotal role in the growth of the COVID-19 POC testing kits market. Innovations such as improved sensitivity and specificity of test kits, alongside the development of multipurpose diagnostic platforms that can detect multiple pathogens, are enhancing the utility and reliability of POC tests. Companies are focusing on integrating Artificial Intelligence (AI) and data analytics to provide more accurate diagnostics and to streamline the testing process. These technological strides are expected to sustain the market's growth trajectory and offer enhanced solutions for future pandemics and infectious disease outbreaks.



    The increasing adoption of home-based testing kits is another significant growth factor. With the advent of user-friendly, at-home testing kits, individuals can now perform tests in the comfort of their own homes, reducing the need for visits to healthcare facilities and minimizing exposure risk. This trend is particularly pronounced in developed regions, where healthcare infrastructure supports widespread distribution and usage of home-based testing kits. Furthermore, companies are developing more cost-effective and accessible testing solutions to cater to low- and middle-income countries, thereby broadening the market's scope.



    From a regional perspective, the North American market has been particularly robust, driven by high healthcare expenditures, advanced healthcare infrastructure, and significant governmental support for COVID-19 testing initiatives. Europe follows closely, with substantial investments from the European Union to enhance testing capacities and preparedness for future health crises. The Asia Pacific region is expected to witness the highest growth rate, owing to increasing healthcare awareness, a large population base, and significant investments in healthcare infrastructure by emerging economies such as China and India.



    Product Type Analysis



    The COVID-19 POC testing kits market is segmented into various product types, including Antigen Test Kits, Antibody Test Kits, and Nucleic Acid Amplification Test Kits. Antigen test kits have gained significant traction due to their ability to detect the presence of viral proteins quickly. These kits are particularly useful for mass testing in settings such as schools, workplaces, and public events, where rapid results are crucial. The simplicity and speed of antigen tests make them ideal for frequent testing, which is essential in controlling outbreaks and preventing widespread transmission.



    Antibody test kits, on the other hand, are primarily used to determine past infection and potential immunity to the virus. These tests detect the presence of antibodies generated by the immune system in response to COVID-19 infection. Although not as effective for immediate diagnosis, antibody tests play a vital role in epidemiological studies and in understanding the extent of virus spread within communities. This type of testing is also instrumental in vaccine efficacy studies, where it helps in determining the immunological response to vaccination.



    Nucleic Acid Amplification Test (NAAT) kits, such as Polymerase Chain Reaction (PCR) tests, are considered the gold standard for COVID-19 diagnosis due to their high sensitivity and specificity. These tests amplify the genetic material of the v

  9. D

    Covid 19 Antigen Testing Kits Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
    + more versions
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    Dataintelo (2025). Covid 19 Antigen Testing Kits Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/covid-19-antigen-testing-kits-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    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 Antigen Testing Kits Market Outlook



    The global Covid-19 antigen testing kits market size was valued at $5.3 billion in 2023 and is projected to reach $8.6 billion by 2032, growing at a CAGR of 5.4% during the forecast period. The primary growth factors for this market include the ongoing need for effective Covid-19 testing amid potential new waves of infection, increasing government initiatives for mass testing, and advancements in diagnostic technologies.



    The demand for Covid-19 antigen testing kits is being driven by several growth factors. One of the pivotal drivers is the necessity for rapid and reliable testing solutions to manage and mitigate the spread of the virus. Governments and healthcare organizations across the globe continue to emphasize extensive testing as a crucial strategy for controlling Covid-19 outbreaks. Rapid antigen tests, in particular, offer the advantage of quick results, often within 15-30 minutes, which is essential for timely isolation and treatment measures. Moreover, the development of new variants of Covid-19 has necessitated continuous and widespread testing, further propelling the market growth.



    Another significant factor contributing to market growth is the increasing adoption of home testing kits. With advancements in technology and an emphasis on convenience, more individuals are opting for home-based antigen tests. This trend is particularly prominent in developed regions where consumers have easy access to diagnostic tools and prefer the comfort and privacy of home testing. Additionally, governments and health agencies are endorsing home testing kits to reduce the burden on healthcare facilities and make testing more accessible to the general population.



    Technological advancements are also playing a crucial role in the expansion of the Covid-19 antigen testing kits market. Innovations in diagnostic technologies have led to the development of more accurate, reliable, and user-friendly testing kits. Companies are focusing on improving the sensitivity and specificity of antigen tests to ensure they can detect even low viral loads effectively. Moreover, research into new materials and methodologies is resulting in the production of cost-effective testing kits, making them more affordable and widely available, especially in low and middle-income countries.



    The introduction and widespread use of Covid 19 Rapid Antigen tests have revolutionized the approach to managing the pandemic. These tests are designed to quickly detect the presence of the virus, providing results in a matter of minutes. This rapid turnaround is crucial in settings where immediate decisions are needed, such as in airports, schools, and workplaces. The ability to deliver quick results helps in the timely isolation of positive cases, thereby reducing the potential for further transmission. Moreover, the ease of use associated with rapid antigen tests has made them a preferred option for mass screening programs, enabling large-scale testing with minimal logistical challenges.



    Regionally, North America holds a significant share of the Covid-19 antigen testing kits market due to robust healthcare infrastructure, high testing rates, and substantial government funding. However, the Asia Pacific region is anticipated to witness the highest growth rate during the forecast period. This can be attributed to the increasing number of Covid-19 cases, rising awareness about the importance of testing, and supportive government initiatives. Countries like India, China, and Japan are leading the adoption of antigen tests, driven by large populations and ongoing efforts to control the pandemic.



    Product Type Analysis



    The Covid-19 antigen testing kits market can be segmented based on product type into Rapid Antigen Test Kits and Laboratory-Based Antigen Test Kits. Rapid Antigen Test Kits are designed for quick and straightforward use, often delivering results within minutes. These kits are highly valuable in settings where time is of the essence, such as airports, workplaces, and schools. The ease of use and rapid turnaround time have made rapid antigen tests a preferred choice for mass screening and point-of-care testing. Innovations in this segment are focused on enhancing sensitivity and reducing false negatives, which are critical for effective disease management.



    Laboratory-Based Antigen Test Kits, on the other hand, are used primarily in clinical settings where higher accuracy and confirmation of rapid te

  10. T

    School and District Performance Summary Dashboard

    • educationtocareer.data.mass.gov
    csv, xlsx, xml
    Updated Oct 26, 2023
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    Department of Elementary and Secondary Education (2023). School and District Performance Summary Dashboard [Dataset]. https://educationtocareer.data.mass.gov/w/hcyp-dijk/default?cur=qSZGTHCk-O6
    Explore at:
    csv, xml, xlsxAvailable download formats
    Dataset updated
    Oct 26, 2023
    Dataset authored and provided by
    Department of Elementary and Secondary Education
    Description

    This dashboard shows snapshots of individual districts and schools on a variety of indicators, including enrollment, demographics, staffing, MCAS scores, graduation rates and more.

  11. T

    DART: Success After High School

    • educationtocareer.data.mass.gov
    csv, xlsx, xml
    Updated Oct 28, 2025
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    Department of Elementary and Secondary Education (2025). DART: Success After High School [Dataset]. https://educationtocareer.data.mass.gov/w/adqe-6sht/default?cur=KQ0k6TQBd62&from=CYIhkQxlwaS
    Explore at:
    csv, xml, xlsxAvailable download formats
    Dataset updated
    Oct 28, 2025
    Dataset authored and provided by
    Department of Elementary and Secondary Education
    Description

    The District Analysis and Review Tools (DARTs) offer snapshots of district and school performance, allowing users to easily track select data elements over time, and make sound, meaningful comparisons to the state or to "comparable" organizations.

    This dataset is a long file that contains multiple rows for each school and district, with rows for different years, different student groups, and a wide range of indicators.

    This dataset contains the same data that is also published on our DART Detail: Success After High School Online Dashboard

    Below is a list of indicators that are included within the dataset. Note: "Student progression from high school through second year of postsecondary education" and "Student progression from high school through postsecondary degree completion" are available for download in this companion dataset. These two indicators are separate from the main DART: Success After High School download since the data are in a different format.

    List of Indicators

    Context

    • Stability rate (enrolled all year)
    • Student Enrollment
    HS Indicators
    • 4-year cohort graduation rate
    • 5-year cohort graduation rate
    • 9th to 10th grade promotion rate (first-time 9th graders only)
    • Annual dropout rate
    • Chronically absent rate (% of students absent 10% or more each year)
    • Student attendance rate
    • Students absent 10 or more days each year
    • Students suspended out-of-school at least once
    HS Performance
    • Average student growth percentiles (SGP) in ELA
    • Average student growth percentiles (SGP) in mathematics
    • Grade 10 students meeting or exceeding expectations in ELA
    • Grade 10 students meeting or exceeding expectations in mathematics
    • Jr / Sr AP test takers scoring 3 or above
    • Jr / Sr enrolled in one or more AP / IB courses
    • Jr / Sr who took AP courses and participated in one or more AP tests
    • SAT average score - Mathematics
    • SAT average score - reading
    • Test takers scoring 3 or above on the Advanced Placement (AP) by category - All subjects
    • Test takers scoring 3 or above on the Advanced Placement (AP) by category - Art
    • Test takers scoring 3 or above on the Advanced Placement (AP) by category - English
    • Test takers scoring 3 or above on the Advanced Placement (AP) by category - Foreign Language
    • Test takers scoring 3 or above on the Advanced Placement (AP) by category - History/Social Science
    • Test takers scoring 3 or above on the Advanced Placement (AP) by category - Mathematics
    • Test takers scoring 3 or above on the Advanced Placement (AP) by category - Science
    Postsecondary OutcomesProgram of Study
    • 12th graders passing a full year of mathematics coursework
    • 12th graders passing a full year of science and technology/engineering coursework
    • 9th graders completing and passing all courses
    • High school graduates who completed MassCore

  12. D

    Covid-19 Antibody Test Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
    + more versions
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    Dataintelo (2025). Covid-19 Antibody Test Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-covid-19-antibody-test-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    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 Antibody Test Market Outlook



    The global Covid-19 Antibody Test market size was valued at USD 4.5 billion in 2023 and is projected to reach USD 8.9 billion by 2032, growing at a CAGR of 7.5% during the forecast period. The rapid growth of this market can be attributed to the increasing need for widespread testing as nations continue to manage and mitigate the effects of the Covid-19 pandemic.



    The primary growth factor for the Covid-19 antibody test market is the sustained global emphasis on public health safety. Governments worldwide are investing heavily in testing infrastructure to ensure early detection and effective quarantine measures. The high prevalence of Covid-19 has necessitated the development of robust testing frameworks, thereby driving the demand for antibody tests. Additionally, with the advent of new variants, regular testing has become indispensable, further fueling market growth. The antibody tests are crucial in identifying individuals who have developed immunity, aiding in vaccine distribution strategies and policy-making.



    Another significant growth factor is the technological advancements in testing methodologies. Rapid Diagnostic Tests and ELISA tests have seen substantial improvements in terms of accuracy, speed, and usability. The advent of point-of-care testing devices has made it easier to conduct tests in remote and underserved areas. These innovations not only enhance the reliability of test results but also make it feasible to conduct mass testing campaigns. Moreover, ongoing research and development efforts are aiming to reduce the cost of these tests, making them more accessible across different socio-economic segments.



    The involvement of private healthcare providers and diagnostic laboratories is another critical factor contributing to market growth. The private sector's role has been pivotal in expanding testing capacities and capabilities. Collaboration with government bodies has accelerated the deployment of testing kits, ensuring that even the most remote areas are covered. Moreover, academic and research institutes are continuously working on improving the efficacy and efficiency of antibody tests, contributing to the overall growth of this market. The heightened awareness and education among the public regarding the importance of antibody testing have also played a role in increasing the demand.



    In the context of the growing demand for testing solutions, COVID-19 Rapid Antibody Test Kits have emerged as a pivotal tool in the fight against the pandemic. These kits offer a quick and efficient way to determine the presence of antibodies in individuals, providing valuable insights into immunity levels within populations. The rapid nature of these tests allows for widespread deployment in various settings, from healthcare facilities to community testing sites, enabling timely decision-making and response efforts. As the world continues to grapple with the challenges posed by COVID-19, the role of rapid antibody test kits becomes increasingly significant, offering a practical solution to monitor and manage the spread of the virus.



    Regionally, North America and Europe continue to dominate the Covid-19 antibody test market, owing to their advanced healthcare infrastructures and substantial government investments in testing capabilities. The Asia Pacific region is also witnessing significant growth, driven by countries like India and China, which are ramping up their testing efforts. Latin America and the Middle East & Africa are gradually catching up, with increased government initiatives and international aid aimed at improving their testing frameworks. The diverse regional growth patterns underscore the global importance of effective antibody testing as a tool to combat the pandemic.



    Product Type Analysis



    The Covid-19 antibody test market by product type is segmented into Rapid Diagnostic Test, ELISA Test, and Neutralization Assay. Rapid Diagnostic Tests have become increasingly popular due to their quick turnaround time and ease of use. These tests can deliver results within 15-20 minutes, making them ideal for mass testing scenarios, such as in airports, schools, and large corporations. The simplicity and speed of Rapid Diagnostic Tests have led to their widespread adoption, particularly in regions that require immediate testing solutions.



    ELISA (Enzyme-Linked Immunosorbent Assay) tests are recognized for their high accuracy and reliab

  13. Contagion in Mass Killings and School Shootings

    • plos.figshare.com
    • datasetcatalog.nlm.nih.gov
    pdf
    Updated Jun 1, 2023
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    Sherry Towers; Andres Gomez-Lievano; Maryam Khan; Anuj Mubayi; Carlos Castillo-Chavez (2023). Contagion in Mass Killings and School Shootings [Dataset]. http://doi.org/10.1371/journal.pone.0117259
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    pdfAvailable download formats
    Dataset updated
    Jun 1, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Sherry Towers; Andres Gomez-Lievano; Maryam Khan; Anuj Mubayi; Carlos Castillo-Chavez
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    BackgroundSeveral past studies have found that media reports of suicides and homicides appear to subsequently increase the incidence of similar events in the community, apparently due to the coverage planting the seeds of ideation in at-risk individuals to commit similar acts.MethodsHere we explore whether or not contagion is evident in more high-profile incidents, such as school shootings and mass killings (incidents with four or more people killed). We fit a contagion model to recent data sets related to such incidents in the US, with terms that take into account the fact that a school shooting or mass murder may temporarily increase the probability of a similar event in the immediate future, by assuming an exponential decay in contagiousness after an event.ConclusionsWe find significant evidence that mass killings involving firearms are incented by similar events in the immediate past. On average, this temporary increase in probability lasts 13 days, and each incident incites at least 0.30 new incidents (p = 0.0015). We also find significant evidence of contagion in school shootings, for which an incident is contagious for an average of 13 days, and incites an average of at least 0.22 new incidents (p = 0.0001). All p-values are assessed based on a likelihood ratio test comparing the likelihood of a contagion model to that of a null model with no contagion. On average, mass killings involving firearms occur approximately every two weeks in the US, while school shootings occur on average monthly. We find that state prevalence of firearm ownership is significantly associated with the state incidence of mass killings with firearms, school shootings, and mass shootings.

  14. G

    COVID-19 Diagnostics Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Aug 29, 2025
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    Growth Market Reports (2025). COVID-19 Diagnostics Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/covid-19-diagnostics-market
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    pdf, pptx, csvAvailable download formats
    Dataset updated
    Aug 29, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    COVID-19 Diagnostics Market Outlook



    As per our latest research, the global COVID-19 diagnostics market size reached USD 35.7 billion in 2024, reflecting the continued demand for accurate and rapid testing solutions worldwide. The market is expected to grow at a CAGR of 5.2% from 2025 to 2033, leading to a forecasted market size of USD 56.1 billion by the end of 2033. This robust growth is primarily fueled by ongoing waves of infection, the emergence of new variants, and the integration of advanced diagnostic technologies across healthcare systems globally.




    The primary growth factor for the COVID-19 diagnostics market is the persistent threat posed by the SARS-CoV-2 virus, which continues to evolve and generate new variants. The global healthcare sector has prioritized the development and deployment of innovative diagnostic products, including rapid antigen and molecular tests, to quickly identify infections and curb transmission. Governments and private organizations have invested heavily in expanding testing infrastructure, ensuring that even remote and underserved populations have access to accurate diagnostics. The increasing frequency of travel, reopening of economies, and the need for routine surveillance in high-risk settings such as hospitals and schools have further contributed to sustained demand for COVID-19 diagnostics.




    Another significant driver is the rapid technological advancement in diagnostic methodologies. The shift from conventional laboratory-based testing to point-of-care and at-home test kits has revolutionized the market landscape. Companies are leveraging molecular diagnostics, such as real-time PCR and next-generation sequencing, to enhance sensitivity and specificity, while immunoassay-based rapid tests offer the advantage of speed and convenience. The integration of digital health tools and artificial intelligence for data interpretation and disease tracking has also improved testing accuracy and efficiency, making COVID-19 diagnostics more accessible and reliable for both clinicians and patients.




    Moreover, the increasing focus on public health preparedness and surveillance has led to the establishment of robust testing protocols globally. Regulatory agencies have expedited approvals for new diagnostic products, encouraging innovation and competition among market players. The widespread implementation of mass testing campaigns, especially during outbreaks and in high-density urban areas, has created a sustained demand for both centralized and decentralized diagnostic solutions. The ongoing collaboration between governments, international health organizations, and diagnostics manufacturers has further streamlined supply chains and improved the availability of high-quality testing kits, ensuring prompt response to emerging health threats.




    Regionally, North America continues to dominate the COVID-19 diagnostics market due to its advanced healthcare infrastructure, high testing rates, and significant investment in research and development. Europe follows closely, driven by strong regulatory frameworks and public health initiatives. The Asia Pacific region is witnessing the fastest growth, fueled by large population bases, increasing healthcare expenditure, and government-led mass testing programs. Latin America and the Middle East & Africa are also expanding their testing capacities, although at a comparatively moderate pace, primarily due to challenges related to infrastructure and resource allocation. This regional diversification ensures that the global market remains dynamic and responsive to changing epidemiological trends.



    Drive-Through Diagnostic Testing Centers have emerged as a pivotal component in the COVID-19 diagnostics landscape, offering a convenient and efficient solution for mass testing. These centers allow individuals to be tested without leaving their vehicles, thereby minimizing contact and reducing the risk of virus transmission. The implementation of drive-through testing has been particularly successful in urban areas with high population density, where rapid testing is crucial to controlling outbreaks. By streamlining the testing process, these centers have alleviated the burden on traditional healthcare facilities, enabling them to focus on treating severe cases. The adaptability of drive-through centers to accommodate various testing metho

  15. p

    Trends in Science Proficiency (2021-2022): Taunton School District vs....

    • publicschoolreview.com
    + more versions
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    Public School Review, Trends in Science Proficiency (2021-2022): Taunton School District vs. Massachusetts [Dataset]. https://www.publicschoolreview.com/massachusetts/taunton-school-district/2511520-school-district
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    Dataset authored and provided by
    Public School Review
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Massachusetts
    Description

    This dataset tracks annual science proficiency from 2021 to 2022 for Taunton School District vs. Massachusetts

  16. D

    Covid 19 Rapid Test Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Covid 19 Rapid Test Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/covid-19-rapid-test-market
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    csv, pptx, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    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 Rapid Test Market Outlook



    The global Covid-19 rapid test market size was valued at approximately USD 37.5 billion in 2023 and is projected to reach USD 76.8 billion by 2032, growing at a compound annual growth rate (CAGR) of 8.3% during the forecast period. The market's significant growth can be attributed to the ongoing need for efficient and quick testing methods to manage and curb the spread of the Covid-19 virus. As the pandemic continues to impact global health systems and economies, rapid testing solutions have become essential tools in both clinical and non-clinical settings.



    The primary growth factor for the Covid-19 rapid test market is the relentless demand for timely and accurate diagnostics to control the spread of the virus. Rapid tests offer the advantage of delivering results within minutes to a few hours, making them indispensable in high-throughput settings like airports, schools, and workplaces. This urgent need for quick diagnostic solutions has driven substantial investments in research and development, leading to technological advancements and the introduction of more reliable and accessible testing kits.



    Another critical factor contributing to the market's growth is the increasing awareness and acceptance of rapid testing as a frontline defense against the pandemic. Governments and healthcare organizations worldwide have been advocating for extensive testing to identify and isolate infected individuals promptly. Public health campaigns and initiatives aimed at promoting the importance of regular testing have significantly elevated the demand for rapid test kits. Moreover, the convenience and ease of use associated with these tests have made them popular among the general public, further fueling market expansion.



    Technological innovations in diagnostic testing have also played a pivotal role in the market's growth. Advances in molecular diagnostics, immunoassays, and lateral flow assays have enhanced the accuracy, sensitivity, and specificity of Covid-19 rapid tests. These advancements have not only improved the reliability of test results but also reduced the time required for diagnosis, making rapid tests more efficient and user-friendly. Additionally, the integration of digital technologies and data analytics into rapid testing solutions has enabled better tracking and management of the pandemic.



    The introduction of the Rapid Antigen Test Kit has revolutionized the way we approach Covid-19 diagnostics. These kits are designed to quickly identify the presence of viral proteins, offering results in a matter of minutes. This rapid turnaround is particularly beneficial in high-traffic areas such as airports and schools, where quick decision-making is crucial to prevent potential outbreaks. The ease of use and minimal equipment requirements make these kits ideal for widespread deployment, enhancing the capacity for mass testing and early detection. As a result, Rapid Antigen Test Kits have become an integral part of the global strategy to manage and mitigate the spread of Covid-19.



    From a regional perspective, North America and Europe have been at the forefront of the Covid-19 rapid test market, owing to their well-established healthcare infrastructures and robust R&D capabilities. However, the Asia Pacific region is expected to witness the highest growth during the forecast period, driven by the rising prevalence of Covid-19, increasing healthcare expenditure, and growing awareness about the importance of rapid testing. Emerging economies in Latin America and the Middle East & Africa are also anticipated to contribute to market growth, supported by government initiatives and international aid programs aimed at enhancing testing capabilities.



    Product Type Analysis



    The Covid-19 rapid test market by product type includes antigen tests, antibody tests, and RT-PCR tests. Each of these product types plays a unique role in diagnosing and managing the virus, catering to different testing needs and scenarios. Antigen tests are particularly valuable for their speed and efficiency, delivering results in as little as 15-30 minutes. These tests are designed to detect specific proteins from the virus, making them suitable for point-of-care testing in various settings, including clinics, airports, and workplaces. Their ease of use and rapid turnaround time have made antigen tests a popular choice for mass screening and early detection.



    Antibody tests, on the other ha

  17. p

    Trends in Math Proficiency (2012-2023): Taunton School District vs....

    • publicschoolreview.com
    + more versions
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    Public School Review, Trends in Math Proficiency (2012-2023): Taunton School District vs. Massachusetts [Dataset]. https://www.publicschoolreview.com/massachusetts/taunton-school-district/2511520-school-district
    Explore at:
    Dataset authored and provided by
    Public School Review
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Massachusetts
    Description

    This dataset tracks annual math proficiency from 2012 to 2023 for Taunton School District vs. Massachusetts

  18. T

    SAT Performance

    • educationtocareer.data.mass.gov
    csv, xlsx, xml
    Updated Jul 15, 2025
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    Department of Elementary and Secondary Education (2025). SAT Performance [Dataset]. https://educationtocareer.data.mass.gov/Assessment-and-Accountability/SAT-Performance/wihy-jkek
    Explore at:
    xlsx, xml, csvAvailable download formats
    Dataset updated
    Jul 15, 2025
    Dataset authored and provided by
    Department of Elementary and Secondary Education
    Description

    This dataset provides mean SAT scores for all Massachusetts public schools and districts by student group since the 2007 school year.

    For the years 2007 through 2016, SAT results were based on graduate cohorts determined by The College Board. Starting in 2017, this dataset provides SAT results for tests taken during the given year. The Massachusetts Department of Elementary and Secondary Education does not rank schools or districts on the basis of SAT results.

    The scores from schools with fewer than 10 test takers will not be displayed.

    Visit the College Board website for the SAT Suite Data and Reports Archive.

    Economically Disadvantaged was used 2015-2021. Low Income was used prior to 2015, and a different version of Low Income has been used since 2022. Please see the DESE Researcher's Guide for more information. 

    This dataset contains the same data that is also published on our DESE Profiles site: SAT Performance

  19. Europe Coronavirus Test Kits Market Analysis - Size and Forecast 2024-2028

    • technavio.com
    pdf
    Updated Sep 14, 2024
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    Technavio (2024). Europe Coronavirus Test Kits Market Analysis - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/corona-virus-test-kits-market-in-europe-industry-analysis
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    pdfAvailable download formats
    Dataset updated
    Sep 14, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2024 - 2028
    Area covered
    Europe
    Description

    Snapshot img

    Europe Coronavirus Test Kits Market Size 2024-2028

    The coronavirus test kits market in Europe size is forecast to decrease by USD 1.89 billion at a CAGR of -72.5% between 2023 and 2028.

    The European coronavirus test kits market is experiencing significant growth due to the increasing demand for rapid diagnostic solutions. The emergence of SARS-CoV-2 variants, such as the Delta variant, has highlighted the importance of accurate and timely testing. Oropharyngeal swabs, nasal swabs, and sputum samples are commonly used for diagnosing COVID-19 infections. Point-of-Care (PoC) kits have gained popularity due to their convenience and quick results. However, the accuracy of diagnostic tests remains a challenge, with the Indian Council of Medical Research (ICMR) and the Health Ministry reporting false positives and negatives. The market is expected to continue its expansion as the world navigates the ongoing pandemic.
    

    What will be the Size of the Market During the Forecast Period?

    Request Free Sample

    The European coronavirus test kits market is witnessing significant growth due to the ongoing pandemic caused by SARS-CoV-2. The demand for test kits is driven by the need for early detection and rapid screening of infected individuals to prevent the spread of the virus within communities. According to the medical device database from GlobalData, RT-PCR tests remain the gold standard for diagnosing SARS-CoV-2 infection. These tests detect viral genetic material from human nasal samples, providing accurate results. However, the time-consuming nature of these tests and the requirement for specialized equipment have led to the emergence of alternative solutions, such as SARS-CoV-2 antigen tests.
    Moreover, rapid antigen tests, also known as point-of-care (PoC) kits, offer user-friendly solutions for healthcare systems. These tests provide results within minutes, making them ideal for mass screening in various settings, including schools, workplaces, and airports. The Delta variant and the emerging Omicron variant of SARS-CoV-2 have added to the urgency for effective testing solutions. The European Union has been proactive in addressing this need, with initiatives such as the European Health Union and the EU Digital COVID Certificate system. The European coronavirus test kits market is expected to continue its growth trajectory, driven by the ongoing pandemic and the need for regular testing to ensure public health and safety
    

    How is this market segmented and which is the largest segment?

    The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

    End-user
    
      Government
      Non government
    
    
    Type
    
      Rapid test kit
      RT-PCR
      Others
    
    
    Geography
    
      Europe
    
        Germany
        UK
        France
    

    By End-user Insights

    The government segment is estimated to witness significant growth during the forecast period.
    

    In Europe, various diagnostic techniques are utilized to identify COVID-19 cases, with WHO recommending that countries with limited testing capacity or inexperienced national laboratories send their initial positive and negative samples to five referral laboratories in Europe for confirmatory testing. These laboratories include the German coronavirus diagnostic working group at Charite and Robert Koch Institute in Berlin, Erasmus Medical Center in Rotterdam, the Institute Pasteur in Paris, and the Respiratory Virus Unit at Public Health England. Additionally, several other laboratories in Belgium, Luxembourg, the Netherlands, and Spain offer diagnostic testing support. In the UK, Public Health England (PHE) regional laboratories provide testing facilities alongside WHO referral laboratories. As the world awaits vaccinations and booster doses, public awareness remains crucial. During the flu season, mask mandates and social distancing measures continue to be essential preventative measures.

    Get a glance at the market report of share of various segments Request Free Sample

    Market Dynamics

    Our Europe Coronavirus Test Kits Market researchers analyzed the data with 2023 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.

    What are the key market drivers leading to the rise in the adoption of the European coronavirus Test Kits Market?

    Rising adoption of rapid coronavirus test kits is the key driver of the market.

    In Europe, the coronavirus pandemic has put immense pressure on healthcare systems, particularly in terms of diagnostic capabilities. To mitigate this challenge, European governments have prioritized expanding their testing capacity through various means. In 2022, there was a significant push to distribute coronavirus test kits across
    
  20. p

    COVID-19 Aggregate Cases Health

    • data.pa.gov
    Updated Jun 29, 2023
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    Department of Health (2023). COVID-19 Aggregate Cases Health [Dataset]. https://data.pa.gov/Covid-19/COVID-19-Aggregate-Cases-Health/j72v-r42c
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    kml, xml, kmz, xlsx, application/geo+json, csvAvailable download formats
    Dataset updated
    Jun 29, 2023
    Dataset authored and provided by
    Department of Health
    License

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

    Description

    Weekly updates have finished with the June 28th update. Some information may be found here: https://covid.cdc.gov/covid-data-tracker/#maps_new-admissions-rate-state
    This dataset contains aggregate COVID-19 case counts and rates by date of first report for all counties in Pennsylvania and for the state as a whole. Counts include both confirmed and probable cases as defined by the Council of State and Territorial Epidemiologists (CSTE). At present, a person is counted as a case only once. Note that case counts by date of report are influenced by a variety of factors, including but not limited to testing availability, test ordering patterns (such as day of week patterns), labs reporting backlogged test results, and mass screenings in nursing homes, workplaces, schools, etc. Case reports received without a patient address are assigned to the county of the ordering provider or facility based on provider zip code. Cases reported with a residential address that does not match to a known postal address per the commonwealth geocoding service are assigned to a county based on the zip code of residence. Many zip codes cross county boundaries so there is some degree of misclassification of county. All counts may change on a daily basis due to reassignment of jurisdiction, removal of duplicate case reports, correction of errors, and other daily data cleaning activities. Downloaded data represents the best information available as of the previous day.
    Data will be updated between 11:30 am to 1:30pm each Wednesday.

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Coronavirus (Covid-19): Mass Testing in Schools | gimi9.com [Dataset]. https://gimi9.com/dataset/eu_100183-kanton-basel-stadt

Coronavirus (Covid-19): Mass Testing in Schools | gimi9.com

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Description

This dataset shows the SARS-CoV-2 tests, which were carried out in mid-March 2022 on pupils (SuS) and teachers at baselstadt schools. The number of tests performed as well as the test positivity rate per week are listed. More information about testing in schools: https://www.coronavirus.bs.ch/testen/testen-in-schulen.htmlDaten on mass tests at schools before mid-March 2022, as well as in companies in the canton of Basel-Stadt can be found here: https://data.bs.ch/explore/?sort=modified&q=massentests

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