Apple covid 19 mobility

Add verifiable COVID-19 vaccination information to Apple Wallet and Health

Add verifiable COVID-19 vaccination information as a vaccination card in Wallet and download and store verifiable vaccination and test result records in the Health app.

About verifiable vaccination and test result records

With iOS 15, you can securely store verifiable versions of your COVID-19 vaccination and test result records in the Health app on your iPhone or iPod touch. Vaccination and test result records downloaded in this verifiable format are digitally signed by a vaccine or test result provider. This is similar to providing paper documents with an official seal. Verifiable health records are indicated by a checkmark in the Health app. This means that the record has not been changed since it was originally created.

You can download verifiable vaccination and test result records if your vaccine or test result provider supports this format. Check with your provider to see if they support verifiable health records.

Add a vaccination card to Apple Wallet

With iOS 15.1, you can securely download and store your verifiable COVID-19 vaccination information in the Health app and add a vaccination card to Wallet.*

*You can’t store test result records in Wallet.

If you received a QR code

You can scan a QR code given to you by your COVID-19 vaccination or test provider to add your verifiable health records to the Health app.

1. Open the Camera app from the Home Screen, Control Center, or Lock Screen on your iPhone or iPod touch.
2. Select the rear-facing camera.
3. Hold your device so that the QR code appears in the viewfinder in the Camera app. Your device recognizes the QR code and shows a Health app notification.
4. Tap the Health app notification.
5. For verifiable vaccination records, tap Add to Wallet & Health to add the record to the Health app and Wallet app.
6. Tap Done.

If you received a downloadable file

You can download a verifiable health record given to you by your COVID-19 vaccination or test provider to add the records to the Health app.

1. Tap the download link on your iPhone or iPod touch.
2. For verifiable vaccination records, tap Add to Wallet & Health to add the record to the Health app and Wallet app.
3. Tap Done.

If you have an existing verifiable vaccination record stored in the Health app

If you previously scanned a QR code, downloaded a file, or connected with your healthcare provider to add your health records on your iPhone or iPod touch, you can add your stored verifiable COVID-19 vaccination record to Wallet.

1. Open the Health app.
2. Tap Summary in the bottom-left.
3. Under Vaccination Record, tap Add to Wallet.

If you don’t see the Add to Wallet option:

1. Tap Browse in the bottom-right, then Immunizations.
2. Tap the immunization record type.
3. Tap the verifiable vaccination record that has a checkmark.
4. Tap Add to Wallet.

About vaccination cards in Wallet

Once you add your vaccination card in the Wallet app, you can view and present it at any time. The front of the card shows your name, the vaccine type, the dates of the doses administered, the issuer, and the QR code.

The full details of your vaccination card won’t be visible until you’ve authenticated with Face ID, Touch ID, or passcode.

Your vaccination card can’t be shared with other iPhone, iPod touch, or Apple Watch users.

Add your verifiable health records

Depending on where you received your COVID-19 vaccinations and tests, you can securely download and store your verifiable health records in the Health app using a QR code or downloadable file.

If you received your COVID-19 vaccinations and tests through a healthcare provider that supports Health Records on iPhone and verifiable health records, you can connect to your provider in the Health app. After you connect, your available verifiable health records are automatically downloaded.

View a verifiable health record

Once you’ve downloaded and stored a verifiable health record in the Health app, you can view it at any time.

1. Open the Health app, then tap Browse.
2. Tap Immunizations or Lab Results.
3. Tap the verifiable health record that you want to view.

Your verifiable health record in the Health app contains information such as your first and last name, date of birth, vaccine or test administered, as well as the QR code associated with that verifiable health record.

Share a verifiable health record

You can choose to share verifiable health records with third-party apps when an approved app requests access to this information. When apps request access to verifiable health records, you can select which specific records to share, and those records are shared only once with the app. Third party apps do not have continuous access to verifiable health records that you share.

Because these records are in a verifiable format, if you choose to share these lab result and immunization records with third party apps — like businesses or event venues — third party apps can confirm that the record was issued by the lab test or vaccine provider, and has not been altered since it was issued.

Apple is not part of the third party’s verification process and will not have access to this data when imported or shared.

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Apple представила мировой индекс мобильности во время пандемии COVID-19

Apple представила инструмент для анализа мобильности населения городов и целых регионов с использованием агрегированных навигационных данных из карт Apple Maps.

Эти данные могут помочь местным органам власти и здравоохранения, так как они показывают динамику использования общественного транспорта, пеших прогулок и места коммуникации на отдельно взятой территории. Информацию с Mobility Reports можно скачать в формате CSV, чтобы использовать для аналитики.

Согласно данным Apple, россияне стали ходить пешком на 50% реже и на 40% реже перемещаться на автомобиле.

На ресурсе есть отдельные данные по Москве и Санкт-Петербургу. Так, в Москве пешеходный и автомобильный трафик снизился на 68% и 59%, в Петербурге – на 73% и 60%.

Карты не связывают данные о мобильности с ID пользователя, а компания не отслеживает историю посещений конкретного человека, пообещали там.

Ресурс демонстрирует тенденции мобильности для крупных городов и 63 стран или регионов. Информация генерируется путем подсчета количества запросов, сделанных в Apple Maps для выстраивания маршрута. Затем эти наборы данных сравниваются, чтобы отразить изменение количества людей, которые ездят, ходят или пользуются общественным транспортом по всему миру. Доступность данных в определенном городе, стране или регионе зависит от ряда факторов, включая минимальные пороговые значения для запросов за день, поясняет корпорация.

В Apple напомнили, что последние обновления приложений и услуг нацелены на то, чтобы пользователи быстро и просто находили нужную им информацию с помощью Siri и Apple Maps. Siri Audio Briefs для COVID-19 помогает клиентам получать последние новости о пандемии с помощью коротких подкастов от проверенных поставщиков новостей. Siri также может предоставить рекомендации и ресурсы в ответ на запрос: «Как узнать, есть ли у меня коронавирус?». В Apple Maps продукты, доставка еды и медицинские услуги имеют приоритет при ближнем поиске, а в App Store доступна коллекция приложений телемедицины.

Ранее Apple и Google объявили о партнерстве в глобальном проекте по разработке общей вспомогательной платформы для борьбы с распространением коронавируса и подобных заболеваний в будущем.

Партнерский проект предполагает разработку совместной защищенной мобильной системы добровольного отслеживания распространения COVID для пользователей устройств на iOS и Android. Устройства пользователей, которые будут использовать мобильные приложения проекта, будут обмениваться определенными данными через Bluetooth. Если один из пользователей узнает, что он был заражен коронавирусом, то после внесения этой информации в общую базу проекта ранее контактирующие с ним люди получат уведомления о том, что они общались с возможным носителем.

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Apple covid 19 mobility

COVID-19 Mobility Data Aggregator. Scraper of Google, Apple, Waze and TomTom COVID-19 Mobility Reports

This is a repository with a data scraper of Mobility Reports and reports in different formats.

Table of contents

In early April 2020, Google started publishing an early release of COVID-19 Community Mobility Reports to provide insights into what has changed in response to work from home, shelter in place, and other policies aimed at flattening the curve of this pandemic. These reports have been developed to be helpful while adhering to our stringent privacy protocols and policies.

These Community Mobility Reports aim to provide insights into what has changed in response to policies aimed at combating COVID-19. The reports chart 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.

Update interval: twice a week

By downloading or using this data and reports, you agree to Google Terms of Service.

The CSV file shows a relative volume of directions requests per country/region or city compared to a baseline volume on January 13th, 2020.

Day defined as midnight-to-midnight, Pacific time. Cities represent usage in greater metropolitan areas and are stably defined during this period. In many countries/regions and cities, relative volume has increased since January 13th, consistent with normal, seasonal usage of Apple Maps. Day of week effects are important to normalize as you use this data.

Data that is sent from users’ devices to the Maps service is associated with random, rotating identifiers so Apple doesn’t have a profile of your movements and searches. Apple Maps has no demographic information about Apple users, so it’s impossible to make any statements about the representativeness of usage against the overall population.

Update interval: daily

By downloading or using this data, you agree to Apple terms.

The driven kilometers/miles percent change data being shared comes from the Waze app and is aggregated and anonymized. These insights were generated using differential privacy to protect user privacy. No personally identifiable information, such as an individual’s location, contacts, or movement, is available through this data.

These reports show the increase or decrease in driven kilometers/miles as a percent change compared to a baseline. The changes for each day are compared to a baseline value for that day of the week.

• The baseline is the average value, for the corresponding day of the week, during the 2- week period February 11, 2020 to February 25, 2020.
• The reports show trends over two weeks with the most recent data representing approximately 2-3 days ago.

As with all samples, this may or may not represent the exact behavior of a wider population.

Update interval: on weekdays

Covering 416 cities across 57 countries on 6 continents, Traffic Index ranks urban congestion worldwide and provides free access to city-by-city information. Wondering how we determine the rankings, and what exactly the percentages mean?

A 53% congestion level in Bangkok, for example, means that a 30-minute trip will take 53% more time than it would during Bangkok’s baseline uncongested conditions.

You can turn this 53% into travel time through simple calculations. First: 0.53 x 30 mins = 15.9 mins extra average travel time. Second: 30 mins + 15.9 mins = 45.9 mins total average travel time.

We calculate the baseline per city by analyzing free-flow travel times of all vehicles on the entire road network – recorded 24/7, 365 days a year. This information allows us to also calculate, for example, how much extra time a driver will spend in traffic during rush hour in Bangkok.

We perform calculations for all hours of each day, so you can see congestion levels at any time in any city, including morning and evening peak hours.

Update interval: daily

Data for the worldwide (only 1st level of subregions): CSV, Excel

Detailed reports:

Data for the US: CSV, Excel

Data for Brazil: CSV, Excel

Data for Europe: CSV (in ZIP archive), Excel

Data for Asia + Africa: CSV, Excel

Data for North and South America + Oceania (Brazil and US excluded): CSV, Excel

Data for the worldwide: CSV, Excel

Data for the US: CSV, Excel

The following transformations have been made here:

• transformed dates from columns to rows
• transformed transportation types from rows to columns
• subtracted 100 from values (such as in Google Mobility Reports)

Note: Data for May 11-12, 2020 and March 12, 2021 is not available

diffRatio attribute shows relative difference of average congestion levels in 2020 from standard congestion levels in 2019.

Note: Data for China only available up to 21.02.2021

These are merged Apple and Google reports.

Report by regions: CSV, Excel

Report for the US: CSV, Excel

How to run script

Also, available Jupyter notebook mirror of this script

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Dashboards and visualizations based on these data

1. Dashboard for the US-1
2. Dashboard for the US-2
3. Dashboard for the world
4. Balefire COVID-19 USA Data Explorer
5. Pandemic Traffic in Ireland by David ó Cinnéide
6. New South Wales COVID Tracking Dashboard by Damjan Vlastelica
7. Global COVID Vital Signs
8. [Here can be your great dashboard/visualization]

Articles and research publications

1. Is Your Community Doing Enough To Fight COVID-19? by Molly Liebeskind
2. Project US Mobility and Fuel Demand Under COVID-19
3. COVID-19: Country progress tracker and forward projections
4. Krekel, C., Swanke, S., De Neve, J., & Fancourt, D. (2020). Are Happier People More Compliant? Global Evidence From Three Large-Scale Surveys During Covid-19 Lockdowns
5. Green shoots and mobility: Philippine economic prospects By Diwa C. Guinigundo
6. Lichand, Guilherme and Alberto Doria, Carlos and Cossi Fernandes, Joao Paulo and Leal Neto, Onicio, Reopening Schools in the Pandemic Did Not Increase COVID-19 Incidence and Mortality in Brazil (March 25, 2021)
7. [Here can be your great article/research publication]

About

COVID-19 Mobility Data Aggregator. Scraper of Google, Apple, Waze and TomTom COVID-19 Mobility Reports 🚶 🚘 🚉

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