Skip to content

Commit

Permalink
Update
Browse files Browse the repository at this point in the history
  • Loading branch information
@flor14
flor14 committed Jul 5, 2024
1 parent 6a44b25 commit 6ac54cb
Show file tree
Hide file tree
Showing 4 changed files with 138 additions and 80 deletions.
Binary file added img/facebook.png
View file
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added img/facebook.webp
View file
Binary file not shown.
107 changes: 64 additions & 43 deletions slides.html
View file
Original file line number Diff line number Diff line change
Expand Up @@ -353,7 +353,7 @@ <h2>Welcome!</h2>
<p><br><br>
<br></p>
<div class="small-text">
<p><a rel="license" href="http://creativecommons.org/licenses/by/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by/4.0/88x31.png"></a><br>This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</a>.</p>
<p><a rel="license" href="http://creativecommons.org/licenses/by/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by/4.0/88x31.png"></a><br>This material is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</a>.</p>
</div>
<div class="footer">
<p><a href="">Click me! I am a link</a></p>
Expand Down Expand Up @@ -385,7 +385,7 @@ <h4 id="washington-state-university">Washington State University</h4>
</section>
<section id="covid-19" class="slide level2">
<h2>COVID-19</h2>
<h4 id="human-behavioral-component-starts-being-recognized">Human behavioral component starts being recognized</h4>
<h4 id="the-human-behavioral-component-is-recognized-as-an-influential-factor-in-virus-dispersion">The human behavioral component is recognized as an influential factor in virus dispersion</h4>
<div class="columns">
<div id="vcenter" class="column" style="width:60%;">
<ul>
Expand All @@ -402,8 +402,8 @@ <h4 id="human-behavioral-component-starts-being-recognized">Human behavioral com
</section>
<section id="covid-19-1" class="slide level2">
<h2>COVID-19</h2>
<h4 id="human-behavioral-component-starts-being-recognized-1">Human behavioral component starts being recognized</h4>
<p><strong>Social, Preventive, and Obligatory isolation established by the Argentine government</strong></p>
<h4 id="the-human-behavioral-component-is-recognized-as-an-influential-factor-in-virus-dispersion-1">The human behavioral component is recognized as an influential factor in virus dispersion</h4>
<p><strong>Isolation established by the Argentine government</strong></p>
<ul>
<li class="fragment">Phase 1: Strict isolation.</li>
<li class="fragment">Phase 2: Managed isolation.</li>
Expand All @@ -415,92 +415,113 @@ <h4 id="human-behavioral-component-starts-being-recognized-1">Human behavioral c
<p><a href="https://doi.org/10.1017/%20dmp.2021.90.">Ramírez ML, Martinez SM, Bessone CV, Allemandi DA, Quinteros DA. COVID-19: Epidemiological situation of Argentina and its neighbor countries after three months of pandemic. Disaster Med Public Health Prep.</a></p>
</div>
</section>
<section id="objectives" class="slide level2">
<h2>Objectives</h2>
<ul>
<li class="fragment"><p>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.</p></li>
<li class="fragment"><p>Quick overview to monitor decisions considering the spatial dynamics of data.</p></li>
</ul>
</section>
<section>
<section id="datasets" class="title-slide slide level1 center" data-background-color="#E5E4E2">
<h1>Datasets</h1>

<section id="how-do-people-move-in-the-city" class="slide level2">
<h2>How do people move in the city?</h2>
<div class="columns">
<div id="vcenter" class="column" style="width:70%;">
<p>Meta/Facebook Mobility Data</p>
</div><div id="vcenter" class="column" style="width:30%;">
<p><img data-src="img/metalogo.png"></p>
</div>
</div>
<div class="footer">
<p><a href="https://dataforgood.facebook.com/"><code>data4Good</code> WebPage</a></p>
</div>
</section>
<section id="facebook-mobility-data" class="slide level2">
<h2>Facebook Mobility Data</h2>
<h4 id="how-is-the-data-obtained">How is the data obtained?</h4>
<div class="columns">
<div id="vcenter" class="column" style="width:70%;">
<ul>
<li class="fragment"><p>Meta/Facebook users location</p>
<li class="fragment"><p>Mobile devices with the Facebook app installed</p>
<ul>
<li class="fragment">Mobile devices with the Facebook app installed</li>
<li class="fragment"><strong>Lat and Long at a given time</strong>.</li>
<li class="fragment">Meta/Facebook users location <strong>Latitude and Longitude at a given time</strong>.</li>
</ul></li>
<li class="fragment"><p>Measures applied to the data to ensure privacy and anonymity.</p></li>
<li class="fragment"><p>The data is available to researchers by application to the Facebook Data4Good Partner Program</p></li>
<li class="fragment"><p>The data is available to researchers (<strong>Data4Good</strong> Partner Program)</p></li>
<li class="fragment"><p>Measures applied to the data to ensure <strong>privacy and anonymity</strong>.</p></li>
</ul>
</div><div id="vcenter" class="column" style="width:30%;">
<p><img data-src="img/metalogo.png"></p>
<p><img data-src="img/facebook.png"></p>
</div>
</div>
<div class="footer">
<p><a href="https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system">Bing Maps Tile System</a></p>
<p><a href="https://dataforgood.facebook.com/"><code>data4Good</code> WebPage</a></p>
</div>
</section>
<section id="facebook-mobility-data-1" class="slide level2">
<h2>Facebook Mobility Data</h2>
<h4 id="how-do-you-convert-user-positions-into-a-map">How do you convert user positions into a map?</h4>
<div class="columns">
<div id="vcenter" class="column" style="width:60%;">
<ul>
<li class="fragment"><p>Daily data - 8hs time period Buenos Aires province (UTC-3)</p>
<li class="fragment">Mapped using a <strong>Bing tile architecture</strong>
<ul>
<li class="fragment">Assigning users to individual tiles</li>
</ul></li>
<li class="fragment">Data is provided in 8-hour time periods. (Buenos Aires province (UTC-3))
<ul>
<li class="fragment">0hs - 8hs.</li>
<li class="fragment">8hs - 16hs.</li>
<li class="fragment">16hs - 0hs.</li>
</ul></li>
<li class="fragment"><p>Mapped using a Bing tile architecture</p>
<ul>
<li class="fragment">Assigning users to individual tiles</li>
</ul></li>
</ul>
</div><div id="vcenter" class="column" style="width:40%;">
<p><img data-src="img/tiles.jpg"></p>
</div>
</div>
<div class="footer">
<p><a href="https://dataforgood.facebook.com/"><code>data4Good</code> WebPage</a></p>
</div>
</section>
<section id="covid-19-data" class="slide level2">
<h2>COVID-19 data</h2>
<ul>
<li class="fragment">Historical archive of COVID-19 cases</li>
<li class="fragment">Public dataset</li>
</ul>
<div class="footer">
<p>National Directorate of Epidemiology and Health Situation Analysis</p>
<p><a href="https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system">Bing Maps Tile System</a></p>
</div>
</section>
<section id="facebook-mobility-data-2" class="slide level2">
<h2>Facebook Mobility Data</h2>
<h4 id="from-quadkeys-to-raster-images">From QuadKeys to raster images</h4>
<p><strong>QuadKeys</strong> represent a location on a map by encoding its hierarchical spatial position as a sequence of characters.</p>
<p>The <strong>tiles</strong> can have different sizes, producing maps with varying level of detail.</p>

<img data-src="img/quadkey_to_raster.png" class="r-stretch quarto-figure-center"></section>
<img data-src="img/bing_quadkeys.jpg" class="r-stretch quarto-figure-center"><p><strong>QuadKeys</strong> represent a location on a map by encoding its hierarchical spatial position as a sequence of characters.</p>
<div class="footer">
<p><a href="https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system">Bing Maps Tile System</a></p>
</div>
</section>
<section id="facebook-mobility-data-3" class="slide level2">
<h2>Facebook Mobility Data</h2>
<h4 id="from-quadkeys-to-raster-images-1">From QuadKeys to raster images</h4>
<p>The <strong>tiles</strong> can have different sizes, producing maps with more or less level of detail.</p>

<img data-src="img/bing_quadkeys.jpg" class="r-stretch quarto-figure-center"></section>
<img data-src="img/quadkey_to_raster.png" class="r-stretch quarto-figure-center"><div class="footer">
<p><a href="https://docs.ropensci.org/quadkeyr/"><code>quadkeyr</code> documentation</a></p>
</div>
</section>
<section id="facebook-mobility-data-4" class="slide level2">
<h2>Facebook Mobility Data</h2>
<h4 id="from-quadkeys-to-raster-images-2">From QuadKeys to raster images</h4>

<img data-src="img/workflow_facebook.png" class="r-stretch quarto-figure-center"><div class="footer">
<p>Image source: <code>quadkeyr</code> documentation</p>
<p>Image source: <a href="https://docs.ropensci.org/quadkeyr/"><code>quadkeyr</code> documentation</a></p>
</div>
</section>
<section id="covid-19-data" class="slide level2">
<h2>COVID-19 data</h2>
<ul>
<li class="fragment">Historical archive of COVID-19 cases</li>
<li class="fragment">Public dataset</li>
</ul>
<div class="footer">
<p>National Directorate of Epidemiology and Health Situation Analysis</p>
</div>
</section>
<section id="objectives" class="slide level2">
<h2>Objectives</h2>
<p>Create tools to <strong>map Facebook Mobility Data</strong> and monitor how decision-making affects the <strong>distribution of COVID-19 cases</strong> in the province of Buenos Aires, Argentina.</p>
<ol type="1">
<li class="fragment">A software package to convert Facebook Mobility data to raster images</li>
<li class="fragment">A dashboard to provide a <strong>quick overview of the situation</strong>, enabling the monitoring of decisions while considering the spatial dynamics of data.</li>
</ol>
</section>
<section>
<section id="software-package" class="title-slide slide level1 center">
<h1>1. Software package</h1>

</section>
<section id="why-create-a-software-package" class="slide level2">
<h2>Why create a software package?</h2>
Expand Down
111 changes: 74 additions & 37 deletions slides.qmd
View file
Original file line number Diff line number Diff line change
Expand Up @@ -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}

Expand All @@ -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**

Expand All @@ -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}
Expand All @@ -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.
Expand Down

0 comments on commit 6ac54cb

Please sign in to comment.