Instrumentos de Análisis Urbanos II

# Instrumentos de Análisis Urbanos II
## Maestría en Economía Urbana
### 
### Universidad Torcuato Di Tella
### 29/08/2023

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<div class="my-footer"><span>Instrumentos de Análisis Urbanos II - <a href="https://tuqmano.github.io/geo_utdt/">https://tuqmano.github.io/geo_utdt/</a></span></div>

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## HOJA DE RUTA

1. Trabajo final (y ejemplo)

2. {leaflet}

3. ¿Cómo compartir un mapa interactivo?

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<img src="https://github.com/TuQmano/geo_utdt2022/blob/main/sesiones/figs/clarin.png?raw=true" width="100%" />
 
 **P.Tiscornia**: https://rpubs.com/pablotisco/inmuebles_estado

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# TRABAJO FINAL

## Contenido del trabajo:

* Un informe - puede ser un sitio web (`distill`), un Rmarkdown (`.Rmd`) o Script (`.R`) con comentarios, en donde se pueda evidenciar el armado de un proyecto, recorriendo las siguientes etapas:

* Planteo de la pregunta y mínima presentación del tema.

* Descripción de los pasos realizados para encarar el problema, sin eludir posibles obstáculos durante el proceso.

* Importación de datos o acceso de los mismos a través de la metodología scrapping

* Limpieza, tratamiento y transformación de datos.

* Visualización de la información

* Comentarios a modo de conclusión respecto a los resultados obtenidos, tanto en lo que refiere a la información producida como a lo enfrentado durante el procesamiento de datos

**Formato de entrega:**  Repositorio en `Github` cuyo contenido sea el proyecto, estructurado y ordenado para el análisis.

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### Data Viz (III) - Mapas interactivos  [<svg viewBox="0 0 512 512" style="height:1em;position:relative;display:inline-block;top:.1em;" xmlns="http://www.w3.org/2000/svg">  <path d="M326.612 185.391c59.747 59.809 58.927 155.698.36 214.59-.11.12-.24.25-.36.37l-67.2 67.2c-59.27 59.27-155.699 59.262-214.96 0-59.27-59.26-59.27-155.7 0-214.96l37.106-37.106c9.84-9.84 26.786-3.3 27.294 10.606.648 17.722 3.826 35.527 9.69 52.721 1.986 5.822.567 12.262-3.783 16.612l-13.087 13.087c-28.026 28.026-28.905 73.66-1.155 101.96 28.024 28.579 74.086 28.749 102.325.51l67.2-67.19c28.191-28.191 28.073-73.757 0-101.83-3.701-3.694-7.429-6.564-10.341-8.569a16.037 16.037 0 0 1-6.947-12.606c-.396-10.567 3.348-21.456 11.698-29.806l21.054-21.055c5.521-5.521 14.182-6.199 20.584-1.731a152.482 152.482 0 0 1 20.522 17.197zM467.547 44.449c-59.261-59.262-155.69-59.27-214.96 0l-67.2 67.2c-.12.12-.25.25-.36.37-58.566 58.892-59.387 154.781.36 214.59a152.454 152.454 0 0 0 20.521 17.196c6.402 4.468 15.064 3.789 20.584-1.731l21.054-21.055c8.35-8.35 12.094-19.239 11.698-29.806a16.037 16.037 0 0 0-6.947-12.606c-2.912-2.005-6.64-4.875-10.341-8.569-28.073-28.073-28.191-73.639 0-101.83l67.2-67.19c28.239-28.239 74.3-28.069 102.325.51 27.75 28.3 26.872 73.934-1.155 101.96l-13.087 13.087c-4.35 4.35-5.769 10.79-3.783 16.612 5.864 17.194 9.042 34.999 9.69 52.721.509 13.906 17.454 20.446 27.294 10.606l37.106-37.106c59.271-59.259 59.271-155.699.001-214.959z"></path></svg>`{leaflet}`](https://rstudio.github.io/leaflet/)

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---

### Mapas interactivos

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```r
library(geoAr)

*library(leaflet)
# tucson <- polAr::get_geo("TUCUMAN)
 leaflet(tucson) %>% 
    #Dibuja Polygons
* addPolygons() %>%
   #Agrega fondo
* addProviderTiles(providers$Stamen.Toner)
```

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---

background-image: url(https://upload.wikimedia.org/wikipedia/commons/thumb/1/13/Leaflet_logo.svg/1200px-Leaflet_logo.svg.png)
background-position: 95% 5%
background-size: 20%

### Dónde deberiamos estar ahora?

```r
leaflet() %>% 
*   #Dibuja MARCADOR
* addMarkers(lng = -58.4469439, -34.5480059) %>%
   #Agrega fondo
  addProviderTiles(providers$OpenStreetMap)  
```

<div class="leaflet html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-d017f73afeb52876c269" style="width:100%;height:65%;"></div>
<script type="application/json" data-for="htmlwidget-d017f73afeb52876c269">{"x":{"options":{"crs":{"crsClass":"L.CRS.EPSG3857","code":null,"proj4def":null,"projectedBounds":null,"options":{}}},"calls":[{"method":"addMarkers","args":[-34.5480059,-58.4469439,null,null,null,{"interactive":true,"draggable":false,"keyboard":true,"title":"","alt":"","zIndexOffset":0,"opacity":1,"riseOnHover":false,"riseOffset":250},null,null,null,null,null,{"interactive":false,"permanent":false,"direction":"auto","opacity":1,"offset":[0,0],"textsize":"10px","textOnly":false,"className":"","sticky":true},null]},{"method":"addProviderTiles","args":["OpenStreetMap",null,null,{"errorTileUrl":"","noWrap":false,"detectRetina":false}]}],"limits":{"lat":[-34.5480059,-34.5480059],"lng":[-58.4469439,-58.4469439]}},"evals":[],"jsHooks":[]}</script>

---

background-image: url(https://upload.wikimedia.org/wikipedia/commons/thumb/1/13/Leaflet_logo.svg/1200px-Leaflet_logo.svg.png)
background-position: 95% 5%
background-size: 20%

### Dónde deberiamos estar ahora?

```r
leaflet() %>% 
    #Dibuja MARCADOR 
  addMarkers(lng = -58.4469439, -34.5480059) %>%  
*  #Agrega fondo con otro TILE
* addProviderTiles(providers$Stamen.Watercolor)
```

<div class="leaflet html-widget html-fill-item-overflow-hidden html-fill-item" id="htmlwidget-b540d6abe54b4ae914e0" style="width:100%;height:65%;"></div>
<script type="application/json" data-for="htmlwidget-b540d6abe54b4ae914e0">{"x":{"options":{"crs":{"crsClass":"L.CRS.EPSG3857","code":null,"proj4def":null,"projectedBounds":null,"options":{}}},"calls":[{"method":"addMarkers","args":[-34.5480059,-58.4469439,null,null,null,{"interactive":true,"draggable":false,"keyboard":true,"title":"","alt":"","zIndexOffset":0,"opacity":1,"riseOnHover":false,"riseOffset":250},null,null,null,null,null,{"interactive":false,"permanent":false,"direction":"auto","opacity":1,"offset":[0,0],"textsize":"10px","textOnly":false,"className":"","sticky":true},null]},{"method":"addProviderTiles","args":["Stamen.Watercolor",null,null,{"errorTileUrl":"","noWrap":false,"detectRetina":false}]}],"limits":{"lat":[-34.5480059,-34.5480059],"lng":[-58.4469439,-58.4469439]}},"evals":[],"jsHooks":[]}</script>

---

background-image: url(https://upload.wikimedia.org/wikipedia/commons/thumb/1/13/Leaflet_logo.svg/1200px-Leaflet_logo.svg.png)
background-position: 95% 5%
background-size: 20%

### Capa de fondo disponible en `{geoAr}`

```r
leaflet() %>% 
    #Dibuja MARCADOR 
  addMarkers(lng = -58.4469439, -34.5480059) %>%  
*  #Agrega fondo con otro TILE
* geoAr::addArgTiles()
```

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---
class: inverse

## Contenido en línea con RStudio y Github

#### **Recetas simples para desplegar mapas, código, artículos, TPs y hasta TRABAJOS FINALES DE LA MEU en línea**

**_rstudio4edu_** https://rstudio4edu.github.io/rstudio4edu-book/intro-distill.html