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Welcome!




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Objectives

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  • Create a tool to map Facebook Mobility Data and monitor how decision making affects the distribution of COVID-19 cases in a community or city.

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  • Quick overview to monitor decisions considering the spatial dynamics of data.

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Datasets

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How do people move in the city?

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Meta/Facebook Mobility Data

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+

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Facebook Mobility Data

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How is the data obtained?

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  • Meta/Facebook users location

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  • Mobile devices with the Facebook app installed

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    • Mobile devices with the Facebook app installed
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    • Lat and Long at a given time.
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    • Meta/Facebook users location Latitude and Longitude at a given time.
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  • Measures applied to the data to ensure privacy and anonymity.

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  • The data is available to researchers by application to the Facebook Data4Good Partner Program

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  • The data is available to researchers (Data4Good Partner Program)

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  • Measures applied to the data to ensure privacy and anonymity.

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Facebook Mobility Data

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How do you convert user positions into a map?

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  • Daily data - 8hs time period Buenos Aires province (UTC-3)

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  • Mapped using a Bing tile architecture +
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    • Assigning users to individual tiles
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  • Data is provided in 8-hour time periods. (Buenos Aires province (UTC-3))
    • 0hs - 8hs.
    • 8hs - 16hs.
    • 16hs - 0hs.
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  • Mapped using a Bing tile architecture

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      -
    • Assigning users to individual tiles
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COVID-19 data

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  • Historical archive of COVID-19 cases
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  • Public dataset
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Facebook Mobility Data

From QuadKeys to raster images

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QuadKeys represent a location on a map by encoding its hierarchical spatial position as a sequence of characters.

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The tiles can have different sizes, producing maps with varying level of detail.

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+

QuadKeys represent a location on a map by encoding its hierarchical spatial position as a sequence of characters.

+ +

Facebook Mobility Data

From QuadKeys to raster images

-

The tiles can have different sizes, producing maps with more or less level of detail.

-
+ +

Facebook Mobility Data

From QuadKeys to raster images

+
+
+

COVID-19 data

+
    +
  • Historical archive of COVID-19 cases
  • +
  • Public dataset
  • +
+ +
+
+

Objectives

+

Create tools to map Facebook Mobility Data and monitor how decision-making affects the distribution of COVID-19 cases in the province of Buenos Aires, Argentina.

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    +
  1. A software package to convert Facebook Mobility data to raster images
  2. +
  3. A dashboard to provide a quick overview of the situation, enabling the monitoring of decisions while considering the spatial dynamics of data.
  4. +
+
+
+
+

1. Software package

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Why create a software package?

diff --git a/slides.qmd b/slides.qmd index f2f3038..096896e 100644 --- a/slides.qmd +++ b/slides.qmd @@ -75,7 +75,7 @@ that determines the emergence and persistence of zoonotic diseases. ::: ## COVID-19 -#### Human behavioral component is recognized as an influential factor in the dispersion of the virus +#### The human behavioral component is recognized as an influential factor in virus dispersion :::: {.columns} @@ -96,7 +96,7 @@ Image Source: [Clarin newspaper](https://www.clarin.com/ciudades/dia-semana-subt ::: ## COVID-19 -#### Human behavioral component starts being recognized +#### The human behavioral component is recognized as an influential factor in virus dispersion **Isolation established by the Argentine government** @@ -117,60 +117,74 @@ dmp.2021.90.) ::: -## Objectives -* Create a tool to map Facebook Mobility Data and monitor how decision making -affects the distribution of COVID-19 cases in the province of Buenos Aires, Argentina. -This tool will provide a quick overview of the situation to monitor decisions considering the spatial dynamics of data. +## How do people move in the city? -# Datasets {background-color="#E5E4E2"} +::::{.columns} + +:::{.column width="70%" #vcenter} +Meta/Facebook Mobility Data + + +::: + +:::{.column width="30%" #vcenter} +![](img/metalogo.png) +::: +:::: + +:::footer +[`data4Good` WebPage](https://dataforgood.facebook.com/) +::: ## Facebook Mobility Data +#### How is the data obtained? ::::{.columns} :::{.column width="70%" #vcenter} -- Meta/Facebook users location - - Mobile devices with the Facebook app installed - - **Lat and Long at a given time**. +- Mobile devices with the Facebook app installed + - Meta/Facebook users location + **Latitude and Longitude at a given time**. + + +- The data is available to researchers (**Data4Good** Partner Program) -- Measures applied to the data to ensure privacy and anonymity. +- Measures applied to the data to ensure **privacy and anonymity**. -- The data is available to researchers by application to the Facebook -Data4Good Partner Program ::: :::{.column width="30%" #vcenter} -![](img/metalogo.png) +![](img/facebook.png) ::: :::: :::footer -[Bing Maps Tile System](https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system) +[`data4Good` WebPage](https://dataforgood.facebook.com/) ::: ## Facebook Mobility Data +#### How do you convert user positions into a map? ::::{.columns} :::{.column width="60%" #vcenter} -- Daily data - 8hs time period -Buenos Aires province (UTC-3) - +- Mapped using a **Bing tile architecture** + - Assigning users to individual tiles + +- Data is provided in 8-hour time periods. +(Buenos Aires province (UTC-3)) - 0hs - 8hs. - 8hs - 16hs. - 16hs - 0hs. -- Mapped using a Bing tile architecture - - Assigning users to individual tiles - ::: :::{.column width="40%" #vcenter} @@ -180,46 +194,69 @@ Buenos Aires province (UTC-3) ::: ::: -:::footer -[`data4Good` WebPage](https://dataforgood.facebook.com/) -::: - -## COVID-19 data - - -- Historical archive of COVID-19 cases -- Public dataset :::footer -National Directorate of Epidemiology and Health Situation Analysis +[Bing Maps Tile System](https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system) ::: - ## Facebook Mobility Data #### From QuadKeys to raster images +The **tiles** can have different sizes, +producing maps with varying level of detail. + + +![](img/bing_quadkeys.jpg){fig-align="center"} + **QuadKeys** represent a location on a map by encoding its hierarchical spatial position as a sequence of characters. -![](img/quadkey_to_raster.png){fig-align="center"} +:::footer +[Bing Maps Tile System](https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system) +::: ## Facebook Mobility Data #### From QuadKeys to raster images -The **tiles** can have different sizes, -producing maps with more or less level of detail. +![](img/quadkey_to_raster.png){fig-align="center"} + + +:::footer +[`quadkeyr` documentation](https://docs.ropensci.org/quadkeyr/) +::: + -![](img/bing_quadkeys.jpg){fig-align="center"} ## Facebook Mobility Data #### From QuadKeys to raster images ![](img/workflow_facebook.png){fig-align="center"} :::footer -Image source: `quadkeyr` documentation +Image source: [`quadkeyr` documentation](https://docs.ropensci.org/quadkeyr/) ::: +## COVID-19 data + + +- Historical archive of COVID-19 cases +- Public dataset + +:::footer +National Directorate of Epidemiology and Health Situation Analysis +::: + +## Objectives + +Create tools to **map Facebook Mobility Data** and monitor how decision-making +affects the **distribution of COVID-19 cases** in the province of Buenos Aires, Argentina. + +1. A software package to convert Facebook Mobility data to raster images +2. A dashboard to provide a **quick overview of the situation**, +enabling the monitoring of decisions while considering the spatial dynamics of data. + +# 1. Software package + ## Why create a software package? - Makes it easier to reuse functions.