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TwitterDuring the first three weeks of March 2020, the average consumer traffic to Walgreens stores increased by 12.3 percent when compared to the same period in 2019. For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Facts and Figures page.
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TwitterThe total sales revenue of pharmacies in Italy fluctuated between **** and **** billion euros throughout the period from 2010 to 2024. The peak was registered in 2024, when pharmacy sales revenue amounted to nearly **** billion euros. The lowest value registered in the period under consideration was in 2020, with **** billion euros. This graph shows the annual revenue generated by retail pharmacy sales in Italy from 2020 to 2024.
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Macau SAR (China) % of Retailers: Forecast: Increase: Goods in Pharmacy data was reported at 5.782 % in Mar 2020. This records a decrease from the previous number of 10.743 % for Dec 2019. Macau SAR (China) % of Retailers: Forecast: Increase: Goods in Pharmacy data is updated quarterly, averaging 21.176 % from Mar 2006 (Median) to Mar 2020, with 57 observations. The data reached an all-time high of 68.335 % in Mar 2008 and a record low of 0.000 % in Sep 2017. Macau SAR (China) % of Retailers: Forecast: Increase: Goods in Pharmacy data remains active status in CEIC and is reported by Statistics and Census Service. The data is categorized under Global Database’s Macau SAR (China) – Table MO.H002: Retailers' Forecast of Year-on-year Change in Retail Price. [COVID-19-IMPACT]
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TwitterMany consumers in the United States were once again visiting drug stores, as nearly ** percent of surveyed shoppers had gone to such outlets in April 2021. In August of the year before, less than half of surveyed American shoppers had been to pharmacies physically. Over the course of the coronavirus (COVID-19) pandemic, the number of people using both online and offline channels for their pharmaceutical needs had increased.
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Macau SAR (China) % of Retailers: Forecast: Decrease: 6-10%: Goods in Pharmacy data was reported at 0.000 % in Mar 2020. This stayed constant from the previous number of 0.000 % for Dec 2019. Macau SAR (China) % of Retailers: Forecast: Decrease: 6-10%: Goods in Pharmacy data is updated quarterly, averaging 1.486 % from Jun 2016 (Median) to Mar 2020, with 16 observations. The data reached an all-time high of 21.574 % in Sep 2017 and a record low of 0.000 % in Mar 2020. Macau SAR (China) % of Retailers: Forecast: Decrease: 6-10%: Goods in Pharmacy data remains active status in CEIC and is reported by Statistics and Census Service. The data is categorized under Global Database’s Macau SAR (China) – Table MO.H002: Retailers' Forecast of Year-on-year Change in Retail Price. [COVID-19-IMPACT]
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Macau SAR (China) % of Retailers: Forecast: Stable: Goods in Pharmacy data was reported at 86.735 % in Mar 2020. This records an increase from the previous number of 77.523 % for Dec 2019. Macau SAR (China) % of Retailers: Forecast: Stable: Goods in Pharmacy data is updated quarterly, averaging 69.476 % from Mar 2006 (Median) to Mar 2020, with 57 observations. The data reached an all-time high of 90.218 % in Dec 2017 and a record low of 31.665 % in Mar 2008. Macau SAR (China) % of Retailers: Forecast: Stable: Goods in Pharmacy data remains active status in CEIC and is reported by Statistics and Census Service. The data is categorized under Global Database’s Macau SAR (China) – Table MO.H002: Retailers' Forecast of Year-on-year Change in Retail Price. [COVID-19-IMPACT]
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TwitterThe market share of Nahdi pharmacy in 2020 in Saudi Arabia was 31 percent. The collective market share of pharmacies other than the top four pharmacies in the kingdom was 38 percent in 2020.
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TwitterIn 2020, there were more than *** thousand pharmacies and cosmetics retail companies in Brazil, up from around *** thousand firms recorded a year earlier. This figure showed an increasing trend between 2010 and 2020, in which the number of pharma retailers rose to nearly ** percent. That year, the value of the pharmaceutical market in Brazil amounted to approximately ** billion U.S. dollars.
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This dataset seeks to provide insights into what has changed due to policies aimed at combating COVID-19 and evaluate the changes in community activities and its relation to reduced confirmed cases of COVID-19. The reports chart movement trends, compared to an expected baseline, over time (from 2020/02/15 to 2020/02/05) by geography (across 133 countries), as well as some other stats about the country that might help explain the evolution of the disease.
Bing COVID-19 data. Available at: https://github.com/microsoft/Bing-COVID-19-Data COVID-19 Community Mobility Report. Available at: https://www.google.com/covid19/mobility/ COVID-19: Government Response Stringency Index. Available at: https://ourworldindata.org/grapher/covid-stringency-index Coronavirus (COVID-19) Testing. Available at: https://github.com/owid/covid-19-data/blob/master/public/data/testing/covid-testing-all-observations.csv Coronavirus (COVID-19) Vaccination. Available at: https://raw.githubusercontent.com/owid/covid-19-data/master/public/data/vaccinations/vaccinations.csv List of countries and dependencies by population. Available at: https://www.kaggle.com/tanuprabhu/population-by-country-2020 List of countries and dependencies by population density. Available at: https://www.kaggle.com/tanuprabhu/population-by-country-2020 List of countries by Human Development Index. Available at: http://hdr.undp.org/en/data Measuring Overall Health System Performance. Available at: https://www.who.int/healthinfo/paper30.pdf?ua=1 List of countries by GDP (PPP) per capita. Available at: https://data.worldbank.org/indicator/NY.GDP.PCAP.PP.CD List of countries by age structure (65+). Available at: https://data.worldbank.org/indicator/SP.POP.65UP.TO.ZS
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Archived data are here: https://data.cdc.gov/resource/uxgd-cqqc
CDC is exploring use of data obtained from IQVIA§ (https://www.iqvia.com/) as a source of information on vaccinations administered in retail pharmacies (include chain, mass merchandise, food stores, and independent pharmacies) and physician medical offices.
These projected pharmacy estimates include flu vaccinations that were billed for (i.e. claims) or paid by cash. Medical office projected estimates are claims-based only.
The sampled pharmacies and physician medical offices and the captured volume of transactions represent approximately 92% and 82% of influenza vaccines administered nationally, respectively.
Vaccinations administered in other settings such as workplaces and community settings are not included in these data.
*National estimates for pharmacies and medical offices include vaccinations administered in 50 states and DC. National estimates for medical office vaccinations do not include doses where geographic information (i.e. which state the dose was administered in) was missing. Pharmacy data are through Friday of each week and medical office data are through Saturday of each week. Week ending dates for prior seasons are aligned with the current season’s week ending dates.
§ 1) King, L. M., Bartoces, M., Fleming-Dutra, K. E., et. al, L. A. (2020). Changes in US outpatient antibiotic prescriptions from 2011–2016external icon. Clinical Infectious Diseases, 70(3), 370-377. 2) McLaughlin, J. M., Swerdlow, D. L., Khan, F., et. Al (2019). Disparities in uptake of 13-valent pneumococcal conjugate vaccine among older adults in the United Statesexternal icon. Human vaccines & immunotherapeutics, 15(4), 841-849.
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The global varicella virus vaccine market is expected to grow at a CAGR of 4.8% and is anticipated to reach over USD 1,020 million by 2026.
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TwitterThe top U.S. pharmacy in 2024 by market share based on prescription drug revenue was CVS Health Corporation, followed by Walgreens Boots Alliance. CVS Health held over 25 percent of the prescription drug market revenue at that time. A significant increase in market share was reported for Cigna achieved through the acquisition of pharmacy benefit manager Express Scripts in August 2018. Before that, Cigna was mainly active in the insurance business and related products and services. CVS pharmaciesThe CVS Health Corporation is a health service company with locations all over the United States, Puerto Rico and Brazil. CVS Health comprises pharmacies, clinics and retail locations. According to recent estimates the number of CVS pharmacies has increased dramatically since 2005, however, with a downward tendency since 2021.Pharmaceutical and pharmacy marketThe U.S. has the largest single share of global pharmaceutical market revenues. The total number of prescriptions dispensed in the U.S. has increased in the last years, reaching around 6.7 billion medical prescriptions in 2022. Prescription drug expenditures have been increasing in value, while the share related to total U.S. health expenditures has remained stable in recent years. On the other hand, the pharmacy market recently saw some significant changes, especially with the growing impact of online pharmacies (mail-order pharmacies) worldwide.
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Questions and advice from the pharmacy staff to the simulated patient at the pharmacies in which the antibiotic was dispensed.
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TwitterThe fate of the world changed in 2020.
Daily activities were impacted, impeded, and wouldn't be the same forever.
In partnership with Microsoft and the University of Oxford, A Tale of Two Cities is a Data AI hackathon that aims to address trends during and after the pandemic.
I will present my work at this hackathon through my association with the University of Oxford as an AI Tutor for the Artificial Intelligence: Cloud and Edge Implementations course.
I'd like to thank the original authors of these data sources!
| Data | Original Source |
|---|---|
| Mobility Data | COVID-19 Community Mobility Reports |
| NYC Cases | NYC Department of Health and Mental Hygiene |
| London Cases | GOV.UK Coronavirus (COVID-19) in the UK |
Relevant data was extracted from these sources and split into two phases: - COVID era (before 1st February, 2022), and - Post COVID era (after 1st February, 2022)
| Mobility Features | Description |
|---|---|
| country | Country Name |
| metro_area | Metropolitan area |
| iso_3166_2_code | Codes for the names of the principal subdivisions (e.g. provinces or states) |
| census_fips_code | Census fips code |
| place_id | Place IDs uniquely identify a place in the Google Places database and on Google Maps |
| date | Date |
| retail | Mobility trends for places like restaurants, cafes, shopping centers, theme parks, museums, libraries, and movie theaters. |
| pharmacy | Mobility trends for places like grocery markets, food warehouses, farmers markets, specialty food shops, drug stores, and pharmacies. |
| parks | Mobility trends for places like local parks, national parks, public beaches, marinas, dog parks, plazas, and public gardens. |
| transit_station | Mobility trends for places like public transport hubs such as subway, bus, and train stations. |
| workplaces | Mobility trends for places of work. |
| Cases Features | Description |
|---|---|
| date | Date |
| case_count | Number of daily cases recorded |
| hospitalized_count | Number of people hospitalized |
| death_count | Number of deaths recorded |
This helped me to compare trends in New York and London over time.
https://i.imgur.com/KFRaB51.png" alt="">
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TwitterAs global communities responded to COVID-19, we heard from public health officials that the same type of aggregated, anonymized insights we use in products such as Google Maps would be helpful as they made critical decisions to combat COVID-19. These Community Mobility Reports aimed to provide insights into what changed in response to policies aimed at combating COVID-19. The reports charted movement trends over time by geography, across different categories of places such as retail and recreation, groceries and pharmacies, parks, transit stations, workplaces, and residential.
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Macau SAR (China) % of Retailers: Forecast: Increase: >10%: Goods in Pharmacy data was reported at 0.000 % in Mar 2020. This records a decrease from the previous number of 3.515 % for Dec 2019. Macau SAR (China) % of Retailers: Forecast: Increase: >10%: Goods in Pharmacy data is updated quarterly, averaging 0.000 % from Jun 2016 (Median) to Mar 2020, with 16 observations. The data reached an all-time high of 4.568 % in Jun 2018 and a record low of 0.000 % in Mar 2020. Macau SAR (China) % of Retailers: Forecast: Increase: >10%: Goods in Pharmacy data remains active status in CEIC and is reported by Statistics and Census Service. The data is categorized under Global Database’s Macau SAR (China) – Table MO.H002: Retailers' Forecast of Year-on-year Change in Retail Price. [COVID-19-IMPACT]
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[225+ Pages Report] Global animal health market size & share expected to exceed a value of USD 87.07 Billion by 2026, growing at a CAGR of around 8.7% between 2020 and 2026. A huge increase in global consumption of protein food, as well as an increase in the incidence of zoonotic and food-borne diseases, is driving the market.
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Global ophthalmic drugs market is expected to reach USD 37,700 million by 2026. The anticipated CAGR for the global ophthalmic drugs market is around 4.6% from 2020 to 2026.
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The global infant formula market is expected to grow at a CAGR of 9.8% and is anticipated to reach around USD 110.26 billion by 2026.
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TwitterIn 2022, the value of e-commerce sales of pharmaceuticals and beauty aids stood at **** billion U.S. dollars, up from **** billion U.S. dollars a year earlier. The online and mail-order sales share of total e-commerce in this segment has also increased in the same period.
How the drugs, health, and beauty segment compares The total value of retail trade sales in the United States amounted to nearly ***** trillion U.S. dollars in 2022, a considerable rise from the *** trillion a decade earlier. The drugs, health and personal care sector in the United States is not the largest in the retail market, being surpassed, among others, by the apparel and accessories and the food and beverages industries. However, pharmacy and drug store sales reached *** billion U.S. dollars in 2021. Over-the-counter (OTC) medication accounted for nearly ** billion U.S. dollars in sales during the same year, the highest-selling year to date for the OTC segment.
Leading U.S. drugstores Walgreens is the global market leader in health and beauty retail, and its home base, the United States, is no exception. The drugstore has almost ***** retail establishments across the country and fulfills more than *** million prescriptions per year.
CVS Health is another leading player in the U.S. drugstore segment, with almost 10,000 CVS stores nationwide. The health chain generates nearly ** billion U.S. dollars in retail sales annually. In 2020, it was estimated that over *** billion retail prescriptions were filled in the United States, and CVS Health accounted for more than one-third of them.
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TwitterDuring the first three weeks of March 2020, the average consumer traffic to Walgreens stores increased by 12.3 percent when compared to the same period in 2019. For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Facts and Figures page.