A COVID-19 graphing tool for world countries, US states, and US counties. Includes basic TA tools.
covid19_country_rows_df = covid19_data_df.groupby( ['ObservationDate', 'Country/Region']).sum() print(covid19_country_rows_df.index) covid19_country_rows_df.reset_index( inplace=True) # split the index to two columns print(covid19_country_rows_df.head(5)) MultiIndex([('01/22/...
Because these are updated throughout the day, they can have inconsistent counts, are more likely to contain errors, and should be considered less reliable than the historical data. Different areas of the country update at different times and our data collection process can move at a different pa...
Covid-19GlobalIncidencePrevalenceThis article contains data on country-specific variability in Covid-19 prevalence, incidence, and case fatality rate among the 238 countries globally. We used the World Health Organization worldwide Covid-19 tracking site to determine the number of confirmed Covid-19...
The distribution of the COVID-19 records by country is provided in Appendix A. We note that certain demographic information, such as age, gender, and the name of the collecting organization, is absent, in specific cases, due to the necessity to preserve patient anonymity. Table 3 Demographic...
NameCountryData sourceTerms of Use GOOGLE_MOBILITY World Google COVID-19 Community Mobility Reports Attribution required APPLE_MOBILITY World COVID‑19 Mobility Trends Reports - Apple GOVTRACK World Oxford COVID-19 Government Response Tracker WEATHER World MET Informatics Lab AUS_C1A Australia co...
covid19, country("US") graph saving(covid19_usa) > Confirmed cases of COVID-19 in the United States 2. 约翰霍普金斯大学 GitHub 数据 GitHub 是一个流行的软件开发和发布平台。约翰霍普金斯大学系统科学与工程中心(School of Engineering Center for Systems Science and Engineering)拥有一个包括来自世...
The COVID-19 vaccines are being developed and produced by different manufacturers around the world. The country of manufacture of the COVID-19 vaccine may also be associated with hesitancy [9]. Distrust in vaccines from a specific country‐of‐origin has been reported [10,11,12]. The ...
First, we provide a literature review focused on tackling the UN SDGs through digitalization and the impact of COVID-19 on the sustainability and resilience of MSMEs to exogenous shocks. Second, we illustrate the utilized materials and methods, including the evolution of COVID-19 in China, data...
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