class: center, middle, inverse, title-slide .title[ # Instrumentos de Análisis Urbanos II ] .subtitle[ ## Maestría en Economía Urbana ] .author[ ### ] .institute[ ### Universidad Torcuato Di Tella ] .date[ ### 13/06/2023 ] --- layout: true <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> --- class: inverse # J.P. Ruiz Nicolini ### Politólogo<sup>2</sup> (UTDT) ### Cientista de Datos ### **Áreas de interés:** #### *estudios electorales | reforma política | métodos cuantitativos* ####{polAr} `->` [github.com/PoliticaArgentina/](https://github.com/PoliticaArgentina/) ### **Contacto:** ####`->` [researchgate.net/juanpabloruiznicolini](https://www.researchgate.net/profile/Juan_Ruiz_Nicolini) <svg viewBox="0 0 496 512" style="height:1em;position:relative;display:inline-block;top:.1em;fill:#fdbd15;" xmlns="http://www.w3.org/2000/svg"> <path d="M336.5 160C322 70.7 287.8 8 248 8s-74 62.7-88.5 152h177zM152 256c0 22.2 1.2 43.5 3.3 64h185.3c2.1-20.5 3.3-41.8 3.3-64s-1.2-43.5-3.3-64H155.3c-2.1 20.5-3.3 41.8-3.3 64zm324.7-96c-28.6-67.9-86.5-120.4-158-141.6 24.4 33.8 41.2 84.7 50 141.6h108zM177.2 18.4C105.8 39.6 47.8 92.1 19.3 160h108c8.7-56.9 25.5-107.8 49.9-141.6zM487.4 192H372.7c2.1 21 3.3 42.5 3.3 64s-1.2 43-3.3 64h114.6c5.5-20.5 8.6-41.8 8.6-64s-3.1-43.5-8.5-64zM120 256c0-21.5 1.2-43 3.3-64H8.6C3.2 212.5 0 233.8 0 256s3.2 43.5 8.6 64h114.6c-2-21-3.2-42.5-3.2-64zm39.5 96c14.5 89.3 48.7 152 88.5 152s74-62.7 88.5-152h-177zm159.3 141.6c71.4-21.2 129.4-73.7 158-141.6h-108c-8.8 56.9-25.6 107.8-50 141.6zM19.3 352c28.6 67.9 86.5 120.4 158 141.6-24.4-33.8-41.2-84.7-50-141.6h-108z"></path></svg> [tuqmano.com](https://www.tuqmano.com/) <svg viewBox="0 0 512 512" style="height:1em;position:relative;display:inline-block;top:.1em;fill:#fdbd15;" xmlns="http://www.w3.org/2000/svg"> <path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"></path></svg> [@tuqmano](https://twitter.com/TuQmano) <svg viewBox="0 0 496 512" style="height:1em;position:relative;display:inline-block;top:.1em;fill:#fdbd15;" xmlns="http://www.w3.org/2000/svg"> <path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"></path></svg> [/tuqmano](https://github.com/tuqmano) --- class: inverse # Pablo Tiscornia ### Sociólogo (UBA) ### **Áreas de interés:** #### *Metodología de la investigación | procesos de producción de datos | Estadísticas públicas* #### Paquete {eph} `->` [Caja de herramientas para el procesamiento de la eph](https://holatam.github.io/eph/) ### **Contacto:** <svg viewBox="0 0 496 512" style="height:1em;position:relative;display:inline-block;top:.1em;fill:#fdbd15;" xmlns="http://www.w3.org/2000/svg"> <path d="M336.5 160C322 70.7 287.8 8 248 8s-74 62.7-88.5 152h177zM152 256c0 22.2 1.2 43.5 3.3 64h185.3c2.1-20.5 3.3-41.8 3.3-64s-1.2-43.5-3.3-64H155.3c-2.1 20.5-3.3 41.8-3.3 64zm324.7-96c-28.6-67.9-86.5-120.4-158-141.6 24.4 33.8 41.2 84.7 50 141.6h108zM177.2 18.4C105.8 39.6 47.8 92.1 19.3 160h108c8.7-56.9 25.5-107.8 49.9-141.6zM487.4 192H372.7c2.1 21 3.3 42.5 3.3 64s-1.2 43-3.3 64h114.6c5.5-20.5 8.6-41.8 8.6-64s-3.1-43.5-8.5-64zM120 256c0-21.5 1.2-43 3.3-64H8.6C3.2 212.5 0 233.8 0 256s3.2 43.5 8.6 64h114.6c-2-21-3.2-42.5-3.2-64zm39.5 96c14.5 89.3 48.7 152 88.5 152s74-62.7 88.5-152h-177zm159.3 141.6c71.4-21.2 129.4-73.7 158-141.6h-108c-8.8 56.9-25.6 107.8-50 141.6zM19.3 352c28.6 67.9 86.5 120.4 158 141.6-24.4-33.8-41.2-84.7-50-141.6h-108z"></path></svg> [estacion-r](https://estacion-r.netlify.app/) <svg viewBox="0 0 512 512" style="height:1em;position:relative;display:inline-block;top:.1em;fill:#fdbd15;" xmlns="http://www.w3.org/2000/svg"> <path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"></path></svg>[@pabblo_h](https://twitter.com/pabblo_h) <svg viewBox="0 0 496 512" style="height:1em;position:relative;display:inline-block;top:.1em;fill:#fdbd15;" xmlns="http://www.w3.org/2000/svg"> <path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"></path></svg>[/pablotis](https://github.com/pablotis) --- class: center, middle # Quienes son ustedes? -- MACHETE: .pull-left[ ``` * Nombre * Formación * Procedencia * Programación / Software * Intereses ``` ] -- .pull-right[ ``` * Juana Pérez * Arquitecta * UNR / Rosario, Santa Fe * Excel / SPSS / Stata * Movilidad / Desarrollo Urabano / Vivienda Social ``` ] --- class: inverse # Historia de R > Más que lenguaje de programación R **_"es un dialecto de un lenguage de programación de los 70s"_** (S - Bell Laboratories: AT&T, Nokia...)<sup>1</sup> .footnote[ [1] La cita y este repaso se basan en _slides_ de [Germán Rosati](https://github.com/gefero/fund-prog-r/) ] -- * Creado por **R**oss Ithaka y **R**obert Gentelman (1991 a 1993) `S -> R` -- * 2000: 1.0V -- * 2011: Nace el entorno de desarrollo integrado (IDE) } `R Studio` (hoy propiedad de _Posit_) -- * 2020: 4.0V (_Arbor Day_) -- * 2023: 4.3V (_Already Tomorrow_) --- class: inverse # Qué es R? ## LENGUAJE - Multiplataforma (Win, Mac, Linux... PStation) -- - Desarrollado por estadísticos para estadísticas -- - Potente herramienta para generar Viz -- - Funcionalidad de base + paquetes específicos -- - Gran comunidad de usuaries colaborando (RLadies, RenBaires, LatinR, et. al.) -- - **ES GRATIS!** --- class: inverse # Curso * La bibliografía está disponible [acá](https://tuqmano.github.io/geo_utdt/biblio.html). -- * Los `scripts` con código, _handouts_ y otra material extra se [compartirá acá](https://github.com/tuqmano/geo_utdt) luego de cada sesión. -- * La evaluación del curso consistirá en la entrega de un informe con un análisis de datos replicando el flujo de trabajo que presentaremos en el taller. -- * A lo largo del curso deberán completar ejercicios de práctica. --- background-image: url(https://cran.r-project.org/Rlogo.svg) background-position: 95% 5% background-size: 10% ## _El motor de la maquina_ <img src="https://rafalab.github.io/dslibro/R/img/R_console.png" width="80%" /> --- background-image: url(https://d33wubrfki0l68.cloudfront.net/521a038ed009b97bf73eb0a653b1cb7e66645231/8e3fd/assets/img/rstudio-icon.png) background-position: 95% 5% background-size: 10% ## _**Tablero de control** (IDE)_ <img src="https://arcruz0.github.io/libroadp/00-images/basic-r/rstudio.png" width="100%" /> --- class: inverse ## *Mise en place* 1. [`Slack`](https://slack.com/intl/es-ar/) - Espacio de trabajo -- 2. [`R`](https://cran.r-project.org/) - *CRAN (The Comprehensive R Archive Network)* -- 3. [`RStudio`](https://www.rstudio.com/products/rstudio/) *IDE (Integrated Development Environment)* -- 4. [*`Github`*](https://github.com/) & [`.git`](https://git-scm.com/) - Control de versiones + DEV -- - [_Happy Git and GitHub for the useR_](https://happygitwithr.com/) --- class: inverse ## *Manos a la obra: Preparando Git y Github* - Paso 1 - [Registro en Github](https://github.com/join) -- - Paso 2 - [Instalar **Git**](https://git-scm.com/downloads) -- - Paso 3 - Presentarse ante GIT: PLAN A (vía R): ```r install.packages("usethis") library(usethis) use_git_config(user.name = "Acá tu numbre", user.email = "acatumail@example.com") ``` PLAN B (vía terminal): ```r git config --global user.name 'Jane Doe' git config --global user.email 'jane@example.com' git config --global --list ``` -- - Paso 4 - [Conexión entre Rstudio + GIT + Github](https://happygitwithr.com/rstudio-git-github.html#rstudio-git-github)