In a survey conducted among Southeast Asians in November and December 2021, close to ** percent of respondents chose Pfizer and Moderna as the coronavirus (COVID-19) vaccine manufacturers they trust the most. Approximately ** percent of respondents stated they trusted any vaccine available.

Content

Stock data of the following companies from Oct 2019 is included in this dataset. (BioNTech , Moderna , Johnson & Johnson , Inovio Pharmaceuticals, Sinovac , Sinopharm , Novavax ,Astrazeneca(Oxford)) (The date 2019 was chosen because few companies got IPO just in 2019)

Inspiration

To do more analysis on the performance of the companies with the influence of covid vaccine.

End note

Please let me know if any more companies are to be included or any changes have to be made to improve the quality of the dataset in the discussion section.

As of April 26, 2023, roughly 367 million Pfizer-BioNTech COVID-19 vaccine doses had been administered in the United States. This statistic shows the number of COVID-19 vaccinations administered in the United States as of April 26, 2023, by manufacturer.

CDC COVID-19 Vaccine Tracker

Cumulative and Daily Counts of COVID-19 Vaccine Doses in the United States

By Nicky Forster [source]

About this dataset

The dataset contains data points such as the cumulative count of people who have received at least one dose of the vaccine, new doses administered on a specific date, cumulative count of doses distributed in the country, percentage of population that has completed the full vaccine series, cumulative count of Pfizer and Moderna vaccine doses administered in each state, seven-day rolling averages for new doses administered and distributed, among others.

It also provides insights into the vaccination status at both national and state levels. The dataset includes information on the percentage of population that has received at least one dose of the vaccine, percentage of population that has completed the full vaccine series, cumulative counts per 100k population for both distributed and administered doses.

Additionally, it presents data specific to each state, including their abbreviation and name. It outlines details such as cumulative counts per 100k population for both distributed and administered doses in each state. Furthermore, it indicates if there were instances where corrections resulted in single-day negative counts.

The dataset is compiled from daily snapshots obtained from CDC's COVID Data Tracker. Please note that there may be reporting delays by healthcare providers up to 72 hours after administering a dose.

This comprehensive dataset serves various purposes including tracking vaccination progress over time across different locations within the United States. It can be used by researchers, policymakers or anyone interested in analyzing trends related to COVID-19 vaccination efforts at both national and state levels

How to use the dataset

• Familiarize Yourself with the Columns: Take a look at the available columns in this dataset to understand what information is included. These columns provide details such as state abbreviations, state names, dates of data snapshots, cumulative counts of doses distributed and administered, people who have received at least one dose or completed the vaccine series, percentages of population coverage, manufacturer-specific data, and seven-day rolling averages.

• Explore Cumulative Counts: The dataset includes cumulative counts that show the total number of doses distributed or administered over time. You can analyze these numbers to track trends in vaccination progress in different states or regions.

• Analyze Daily Counts: The dataset also provides daily counts of new vaccine doses distributed and administered on specific dates. By examining these numbers, you can gain insights into vaccination rates on a day-to-day basis.

• Study Population Coverage Metrics: Metrics such as pct_population_received_at_least_one_dose and pct_population_series_complete give you an understanding of how much of each state's population has received at least one dose or completed their vaccine series respectively.

• Utilize Manufacturer Data: The columns related to Pfizer and Moderna provide information about the number of doses administered for each manufacturer separately. By analyzing this data, you can compare vaccination rates between different vaccines.

• Consider Rolling Averages: The seven-day rolling average columns allow you to smooth out fluctuations in daily counts by calculating an average over a week's time window. This can help identify long-term trends more accurately.

• Compare States: You can compare vaccination progress between different states by filtering the dataset based on state names or abbreviations. This way, you can observe variations in distribution and administration rates among different regions.

• Visualize the Data: Creating charts and graphs will help you visualize the data more effectively. Plotting trends over time or comparing different metrics for various states can provide powerful visual representations of vaccination progress.

• Stay Informed: Keep in mind that this dataset is continuously updated as new data becomes available. Make sure to check for any updates or refreshed datasets to obtain the most recent information on COVID-19 vaccine distributions and administrations

Research Ideas

• Vaccination Analysis: This dataset can be used to analyze the progress of COVID-19 vaccinations in the United States. By examining the cumulative counts of doses distributed and administered, as well as the number of people who have received at least one dose or completed the vaccine series, researchers and policymakers can assess how effectively vaccines are being rolled out and monitor...

New weekly allocations of doses are posted every Tuesday. Beginning the following Thursday, states can begin ordering doses from that week’s new allocation of 1st doses. Beginning two weeks (Pfizer) or three weeks (Moderna) from the following Sunday, states can begin ordering doses from that week’s new allocation of 2nd doses. After doses are ordered by states, shipments begin the following Monday. The entire order may not arrive in one shipment or on one day, but over the course of the week. Second doses are opened up for orders on Sundays, at the appropriate interval two or three weeks later according to the manufacturer’s label, with shipments occurring after jurisdictions place orders. Shipments of an FDA-authorized safe and effective COVID-19 vaccine continue to arrive at sites across America. Vaccinations began on December 14, 2020. https://www.hhs.gov/coronavirus/covid-19-vaccines/index.html Moderna Vaccine Data - https://data.cdc.gov/Vaccinations/COVID-19-Vaccine-Distribution-Allocations-by-Juris/b7pe-5nws Janssen Vaccine Data - https://data.cdc.gov/Vaccinations/COVID-19-Vaccine-Distribution-Allocations-by-Juris/w9zu-fywh

As of March 9, 2021, there were pre-purchase agreements for over three billion doses of AstraZeneca/Oxford's vaccine. This vaccine is by far the most sought after COVID-19 vaccine, especially due to its ability to be stored at normal refrigerator temperatures, while other vaccines might need ultra cold storage. Although still in phase III of clinical trials and without approval, Novavax's vaccine is the one with the second highest number of orders worldwide.

Global COVID-19 vaccine contracts At the same time, India had managed to secure around 2.2 billion COVID-19 vaccines doses, followed by the European Union which had signed pre-purchase agreements to secure nearly 1.84 billion doses of COVID-19 vaccines, while the United States already secured around 1.21 billion doses. AstraZeneca/Oxford's vaccine accounted for one billion doses of all vaccines secured by India, while also accounting for 300 million doses of all vaccines secured by the EU and the U.S., respectively.

Forecasted sales of COVID-19 vaccines As of November 2021, Comirnaty by BioNTech/Pfizer was the leading COVID-19 vaccine by forecasted sales revenue. It was expected to make around 36 billion U.S. dollars in sales revenue in 2021, followed by 29 billion dollars in 2022. Meanwhile, Spikevax by Moderna was projected to make 18 billion and 22 billion U.S. dollars in 2021 and 2022, respectively. Vaxzevria by AstraZeneca was forecasted to make 1.7 billion U.S. dollars in sales, followed by an additional 1.9 billion dollars by 2022. In contrast to most other biopharmaceutical companies, AstraZeneca had announced to sell its vaccine at almost net cost price.

NOTE: As of 2/16/2023, this table is no longer being updated. For data on COVID-19 Updated (Bivalent) Booster Coverage by Age go to https://data.ct.gov/Health-and-Human-Services/COVID-19-Updated-Bivalent-Booster-Coverage-By-Age-/j2me-7k56. For information on COVID-19 vaccination primary series coverage for people less than 5 years go to https://data.ct.gov/Health-and-Human-Services/COVID-19-Vaccination-Primary-Series-Coverage-Age-L/su9q-qn6e Important change as of June 1, 2022 As of June 1, 2022, we will be using 2020 DPH provisional census estimates* to calculate vaccine coverage percentages for state- and county-level tables (except coverage by CT SVI priority zip code). 2020 estimates will replace the 2019 estimates that have been used. Caution should be taken when making comparisons of percentages calculated using the 2019 and 2020 census estimates since observed difference may result from the shift in the denominator. The age groups in the state-level data tables will also be changing as a result of the switch to the new denominator. DPH Provisional State and County Characteristics Estimates April 1, 2020. Hayes L, Abdellatif E, Jiang Y, Backus K (2022) Connecticut DPH Provisional April 1, 2020 State Population Estimates by 18 age groups, sex, and 6 combined race and ethnicity groups. Connecticut Department of Public Health, Health Statistics & Surveillance, SAR, Hartford, CT. This tables shows the number and percent of people that have initiated COVID-19 vaccination, are fully vaccinated, and addition dose 1 by age group. Age is based on age at the time of administration of the first dose. All data in this report are preliminary; data for previous dates will be updated as new reports are received, and data errors are corrected. Population size estimates are based on 2019 DPH census estimates until 5/26/2022. From 6/1/2022, 2020 DPH provisional census estimates are used. In the data shown here, a person who has received at least one dose of COVID-19 vaccine is considered to have initiated vaccination. A person is considered fully vaccinated if he/she has completed a primary vaccination series by receiving 2 doses of the Pfizer, Novavax or Moderna vaccines or 1 dose of the Johnson & Johnson vaccine. The fully vaccinated are a subset of the people who have received at least one dose. A person who completed a Pfizer, Moderna, Novavax or Johnson & Johnson primary series (as defined above) and then had an additional monovalent dose of COVID-19 vaccine is considered to have had additional dose 1. The additional dose may be Pfizer, Moderna, Novavax or Johnson & Johnson and may be a different type from the primary series. For people who had a primary Pfizer or Moderna series, additional dose 1 was counted starting August 18th, 2021. For people with a Johnson & Johnson primary series additional dose 1 was counted starting October 22nd, 2021. For most people, additional dose 1 is a booster. However, additional dose 1 may represent a supplement to the primary series for a people who is moderately or severely immunosuppressed. Bivalent booster administrations are not included in the additional dose 1 calculations. The percent with at least one dose many be over-estimated, and the percent fully vaccinated and with additional dose 1 may be under-estimated because of vaccine administration records for individuals that cannot be linked because of differences in how names or date of birth are reported. Town-level coverage estimates have been capped at 100%. Observed coverage may be greater than 100% for multiple reasons, including census denominator data not including all individuals that currently reside in the town (e.g., part time residents, change in population size since the census), errors in address data or other reporting errors. Also, the percent with at least one dose many be over-estimated, and the percent fully

The COVID-19 Vaccine Market Report is Segmented by Technology Platform (mRNA Vaccines, Viral Vector Vaccines, and More), Valency (Monovalent Original, Bivalent Dual Strain, and More), End User (Government Immunization Programs, Hospitals & Clinics, Retail & Chain Pharmacies, and More), and Geography (North America, Europe, Asia-Pacific, Middle East & Africa, South America). The Market Forecasts are Provided in Terms of Value (USD).

Context

Trends in vaccinations and cases by age group, at the US national level. Data is stratified by at least one dose and fully vaccinated. Data also represents all vaccine partners including jurisdictional partner clinics, retail pharmacies, long-term care facilities, dialysis centers, Federal Emergency Management Agency and Health Resources and Services Administration partner sites, and federal entity facilities.

Acknowledgements

License - Public Domain U.S. Government

Unlike many other industrial societies, the partisan fights on the vaccination against COVID-19 in Taiwan centered on its brand choice rather than acceptance. Did the incumbent DPP supporters adhere to their party line of Medigen to vaccinate against COVID-19 during the pandemic? We argue that individual COVID-19 vaccine brand choices as gradually updated judgements during the pandemic were not solely determined by the party line, but jointly shaped by the strength of party affiliation and the level of government trust to facilitate decision making in the highly uncertain information environment at the early stage of the pandemic. More specifically, when choosing COVID-19 vaccine brand, the incumbent DPP supporters, particularly weak ones, were more likely to adhere to their party line of Medigen as they trusted government more; however, this was only for the highly uncertain first shot, due to the absence of reliable information for making informed judgements about COVID vaccine brand choice at the early stage of the pandemic, not for the informationally rich booster shot. We report empirical findings consistent with our argument from statistical analyses of original data from a survey of 1642 Taiwanese adult respondents conducted in the fall of 2022.

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 vacc

ObjectiveThis study aimed to map the existing literature to identify predictors of COVID-19 vaccine acceptability among refugees, immigrants, and other migrant populations.MethodsA systematic search of Medline, Embase, Scopus, APA PsycInfo and Cumulative Index of Nursing and Allied Health Literature (CINAHL) was conducted up to 31 January 2023 to identify the relevant English peer-reviewed observational studies. Two independent reviewers screened abstracts, selected studies, and extracted data.ResultsWe identified 34 cross-sectional studies, primarily conducted in high income countries (76%). Lower vaccine acceptance was associated with mistrust in the host countries’ government and healthcare system, concerns about the safety and effectiveness of COVID-19 vaccines, limited knowledge of COVID-19 infection and vaccines, lower COVID-19 risk perception, and lower integration level in the host country. Female gender, younger age, lower education level, and being single were associated with lower vaccine acceptance in most studies. Additionally, sources of information about COVID-19 and vaccines and previous history of COVID-19 infection, also influence vaccine acceptance. Vaccine acceptability towards COVID-19 booster doses and various vaccine brands were not adequately studied.ConclusionsVaccine hesitancy and a lack of trust in COVID-19 vaccines have become significant public health concerns within migrant populations. These findings may help in providing information for current and future vaccine outreach strategies among migrant populations.

Discover the latest market analysis on approved COVID-19 vaccines, including market size, growth projections, regional trends, leading companies (Moderna, Pfizer, Johnson & Johnson), and key segments. Explore the future of this evolving market and the factors driving its trajectory.

New weekly allocations of doses are posted every Tuesday. Beginning the following Thursday, states can begin ordering doses from that week’s new allocation of 1st doses. Beginning two weeks (Pfizer) or three weeks (Moderna) from the following Sunday, states can begin ordering doses from that week’s new allocation of 2nd doses. After doses are ordered by states, shipments begin the following Monday. The entire order may not arrive in one shipment or on one day, but over the course of the week.

Second doses are opened up for orders on Sundays, at the appropriate interval two or three weeks later according to the manufacturer’s label, with shipments occurring after jurisdictions place orders.

Shipments of an FDA-authorized safe and effective COVID-19 vaccine continue to arrive at sites across America. Vaccinations began on December 14, 2020.

https://www.hhs.gov/coronavirus/covid-19-vaccines/index.html

Pfizer Vaccine Data - https://data.cdc.gov/Vaccinations/COVID-19-Vaccine-Initial-Allocations-Pfizer/saz5-9hgg

Moderna Vaccine Data- https://data.cdc.gov/Vaccinations/COVID-19-Vaccine-Distribution-Allocations-by-Juris/b7pe-5nws

ObjectivesTo characterize factors associated with parental willingness for their children participation in a COVID-19 vaccine trial, use of different COVID-19 vaccines and acceptance of a third vaccine dose.MethodsParents of children aged 12–17 years in Lima, Perú were asked to complete an online questionnaire via social networks, from November 9, 2021, to April 23, 2022. We calculated crude and adjusted prevalence ratios with 95% confidence intervals to compare factors with the mentioned outcomes.ResultsFrom 523 parents responding, 374 completed the survey. 90.4% would give their children a third vaccine dose, 36.6% would allow their children participation in a COVID-19 vaccine clinical trial, and 33.2% would accept different vaccine brands between doses. Parental belief that COVID-19 vaccine studies met quality standards was associated with acceptance of a third booster dose (adjusted PR 3.25; 95% CI1.57–6.74; p = 0.002), enrolment in a COVID-19 clinical trial (adjusted PR 4.49; 95% CI1.25–16.06; p = 0.02), and acceptance of different COVID-19 vaccine brands between doses (adjusted PR 10.02; 95% CI1.40–71.95; p = 0.02).ConclusionMost parents would accept a third vaccine booster dose, approximately a third would participate in COVID-19 vaccine trials. Believing COVID-19 vaccines studies fulfilled quality standards was associated with the study outcomes. It is necessary to inform about the rigorous processes for the development of COVID-19 vaccines to generate confidence in parents to accept these vaccine-related outcomes.

As of July 21, 2022, most countries in the European Economic Area (EEA) had received the majority of their COVID-19 vaccine stock from Comirnaty (Pfizer/BioNTech). In Denmark, the Comirnaty vaccine accounted for 83 percent of the total COVID-19 vaccines distributed to the country. Hungary was the first country in the EEA to have received COVID-19 vaccines from Sinopharm and Sputnik V which were developed in China and Russia respectively. The current rate of COVID-19 vaccines administered in Europe can be found here. For further information about the coronavirus pandemic, please visit our dedicated Facts and Figures page.

Approved COVID-19 Vaccines Market Outlook

The global market size for approved COVID-19 vaccines stood at approximately USD 45 billion in 2023 and is projected to reach around USD 78 billion by 2032, growing at a compound annual growth rate (CAGR) of 6.5% during the forecast period. This substantial growth is primarily driven by continuous advancements in vaccine technology, increasing global vaccination drives, and the emergence of new variants necessitating booster doses.

One of the primary growth factors for the approved COVID-19 vaccines market is the ongoing need for booster vaccinations. As new variants of the virus emerge, vaccine manufacturers are continuously enhancing existing vaccines to tackle these variants effectively. This continuous innovation ensures sustained demand for updated vaccines, thereby propelling market growth. Additionally, governments worldwide are investing heavily in vaccination programs to achieve herd immunity, further boosting market size. Initiatives like COVAX, which aim to provide equitable vaccine access, are also significant contributors to market expansion.

Another crucial factor driving market growth is the increased awareness and acceptance of vaccines among the global population. Intensive public health campaigns and educational movements have led to a higher acceptance rate of vaccines, reducing vaccine hesitancy. This trend is particularly significant in emerging economies where initial vaccine skepticism was high. The successful roll-out of initial vaccine doses has built public confidence, thereby increasing the uptake of booster doses and new vaccine variants.

The collaboration between pharmaceutical companies and governments has also played a pivotal role in the growth of the COVID-19 vaccines market. Strategic partnerships for vaccine production, distribution, and administration have streamlined the supply chain, making vaccines more accessible to the public. These collaborations have also facilitated bulk purchasing agreements, which have provided cost advantages and enhanced market penetration across various regions. Moreover, the establishment of new manufacturing facilities and the expansion of existing ones have significantly accelerated vaccine production capabilities.

The development of the COVID-19 RNA Vaccine has been a groundbreaking advancement in the fight against the pandemic. Unlike traditional vaccines, RNA vaccines work by introducing a small piece of genetic material from the virus into the body, prompting an immune response without using a live virus. This innovative approach has allowed for rapid development and deployment, significantly contributing to the global vaccination efforts. The flexibility of RNA technology also enables quick updates to the vaccine to address new variants, ensuring continued protection as the virus evolves. This adaptability has made RNA vaccines a crucial tool in achieving widespread immunity and controlling the spread of COVID-19.

Regionally, North America leads the market due to its advanced healthcare infrastructure and early adoption of vaccination programs. Europe follows closely, with significant contributions from countries like Germany, France, and the UK. The Asia Pacific region is witnessing rapid growth, driven by substantial investments in healthcare infrastructure and large-scale vaccination drives in countries like India and China. Meanwhile, Latin America and the Middle East & Africa are gradually catching up, supported by international aid and improving healthcare systems. The regional diversity ensures a balanced growth outlook for the global market.

Vaccine Type Analysis

The market for approved COVID-19 vaccines is segmented into various types, including mRNA vaccines, vector vaccines, protein subunit vaccines, inactivated vaccines, and others. mRNA vaccines, such as those developed by Pfizer-BioNTech and Moderna, have gained significant traction due to their high efficacy rates and the rapid speed of development. The flexibility of mRNA technology to adapt swiftly to new variants has positioned them as a frontrunner in the market. This segment is expected to continue its dominance, supported by ongoing research and development activities aimed at enhancing vaccine formulations and delivery mechanisms.

Vector vaccines, which use a modified virus to deliver genetic material into cells, represent another significant segment. AstraZeneca and Johnson & Johnson are key players in t

As of June 27, 2022, around 93.7 million doses of Pfizer arrived in the Philippines. This was followed by Sinovac and AstraZeneca, with 56.11 million and 38.85 million vaccine doses, respectively.

COVID-19 vaccination in the Philippines started in March 2021.

Data on persons vaccinated at first dose and full cycle by age, sex, province and vaccine brand

NOTE: This dataset has been retired and marked as historical-only. COVID-19 vaccinations administered at sites in the City of Chicago, as reported by medical providers in Illinois Comprehensive Automated Immunization Registry Exchange (I-CARE). In contrast to some other COVID-19 vaccination datasets, this one focuses on vaccinations given within the City of Chicago, rather than necessarily those given to people who live in Chicago. Daily counts are shown for the total number of doses administered, first dose, and second dose, as well as cumulative totals as of that date. Initial vaccines required two doses of vaccine to be administered over a period of time specific to each vaccine brand. At least one future vaccine only required one dose to be considered fully vaccinated. While these doses completed the series, additional doses have been approved for some situations and are included in the Total Doses columns. Vaccinations are counted based on the day the vaccine was administered. All data are provisional and subject to change. Information is updated as additional details are received and it is, in fact, very common for recent dates to be incomplete and to be updated as time goes on. At any given time, this dataset reflects data currently known to CDPH. Numbers in this dataset may differ from other public sources due to when data are reported and how City of Chicago boundaries are defined. For information about the number of vaccine doses administrated to Chicago residents and number of residents considered fully vaccinated regardless of if they were vaccinated in Chicago, see https://data.cityofchicago.org/Health-Human-Services/COVID-19-Daily-Vaccinations-Chicago-Residents/2vhs-cf6b. For all datasets related to COVID-19, see https://data.cityofchicago.org/browse?limitTo=datasets&sortBy=alpha&tags=covid-19. Data Source: Illinois Comprehensive Automated Immunization Registry Exchange (I-CARE)