class: title-slide, center, middle, inverse background-image: url(https://github.com/Observatorio-de-Redes/politicosentwitter/raw/main/ShinyApp/www/img_net/Animation_fdt.gif) background-position: center background-size: 200px 200px # politicxsentwitteR 🐦📦 ### [
@O_de_R](https://twitter.com/O_de_R) --- class: middle, center ## GICP OBSERVATORIO DE REDES [@O_de_R](www.twitter.com/O_de_R) </br> .center[<img src="https://github.com/guadag12/talk-cienciassoccomputacionales/raw/main/img/img-juani.png" width="15%"> <img src="https://github.com/guadag12/talk-cienciassoccomputacionales/raw/main/img/img-guada.png" width="15%">] #### [@juanibelbis](www.twitter.com/juanibelbis) [@guadag12](www.twitter.com/guadag12) .center[<img src="https://github.com/guadag12/talk-cienciassoccomputacionales/raw/main/img/img-agos.png" width="15%"> <img src="https://github.com/guadag12/talk-cienciassoccomputacionales/raw/main/img/img-maca.png" width="15%"> <img src="https://github.com/guadag12/talk-cienciassoccomputacionales/raw/main/img/img-angie.png" width="15%"> ] #### [@AgosSanguinetti](https://twitter.com/AgosSanguinetti) [@macarenazappe](https://twitter.com/macarenazappe) [@angielafuente](https://twitter.com/angielafuente) --- class: middle, center <img src="https://github.com/Observatorio-de-Redes/politicosentwitter/raw/main/ShinyApp/www/img_polentwitter.png" width="90%" /> ##### [https://politicosentwitter.com/](https://politicosentwitter.com/) --- class: middle, center <img src="https://github.com/guadag12/SAAP2021/raw/main/images/workflow.png" width="80%" /> --- class: middle, center ## PoliticxsentwitteR 🐦📦 ### R package <img src="https://github.com/guadag12/politicxsentwitteR/raw/main/man/figures/logo.png" width="25%" /> #### [Repositorio](https://github.com/guadag12/politicxsentwitteR) #### [Web Español](https://guadag12.github.io/politicxsentwitteR/index.html) --- ### Obtener data de tweets 🤳 👇 ```r library(politicxsentwitteR) af <- get_timeline_data(screen.name = "alferdez") ``` ```r paged_table(head(af,4)) ``` <div data-pagedtable="false"> <script data-pagedtable-source type="application/json"> {"columns":[{"label":[""],"name":["_rn_"],"type":[""],"align":["left"]},{"label":["user_id"],"name":[1],"type":["chr"],"align":["left"]},{"label":["status_id"],"name":[2],"type":["chr"],"align":["left"]},{"label":["created_at"],"name":[3],"type":["chr"],"align":["left"]},{"label":["screen_name"],"name":[4],"type":["chr"],"align":["left"]},{"label":["text"],"name":[5],"type":["chr"],"align":["left"]},{"label":["source"],"name":[6],"type":["chr"],"align":["left"]},{"label":["is_quote"],"name":[7],"type":["chr"],"align":["left"]},{"label":["is_retweet"],"name":[8],"type":["chr"],"align":["left"]},{"label":["favorite_count"],"name":[9],"type":["chr"],"align":["left"]},{"label":["retweet_count"],"name":[10],"type":["chr"],"align":["left"]},{"label":["lang"],"name":[11],"type":["chr"],"align":["left"]},{"label":["status_url"],"name":[12],"type":["chr"],"align":["left"]},{"label":["name"],"name":[13],"type":["chr"],"align":["left"]},{"label":["mentions_user_id"],"name":[14],"type":["chr"],"align":["left"]},{"label":["mentions_screen_name"],"name":[15],"type":["chr"],"align":["left"]},{"label":["retweet_status_id"],"name":[16],"type":["chr"],"align":["left"]},{"label":["retweet_text"],"name":[17],"type":["chr"],"align":["left"]},{"label":["retweet_created_at"],"name":[18],"type":["chr"],"align":["left"]},{"label":["retweet_source"],"name":[19],"type":["chr"],"align":["left"]},{"label":["retweet_favorite_count"],"name":[20],"type":["chr"],"align":["left"]},{"label":["retweet_retweet_count"],"name":[21],"type":["chr"],"align":["left"]},{"label":["retweet_user_id"],"name":[22],"type":["chr"],"align":["left"]},{"label":["retweet_screen_name"],"name":[23],"type":["chr"],"align":["left"]},{"label":["retweet_name"],"name":[24],"type":["chr"],"align":["left"]},{"label":["retweet_followers_count"],"name":[25],"type":["chr"],"align":["left"]},{"label":["retweet_friends_count"],"name":[26],"type":["chr"],"align":["left"]},{"label":["retweet_statuses_count"],"name":[27],"type":["chr"],"align":["left"]},{"label":["retweet_location"],"name":[28],"type":["chr"],"align":["left"]},{"label":["retweet_description"],"name":[29],"type":["chr"],"align":["left"]},{"label":["retweet_verified"],"name":[30],"type":["chr"],"align":["left"]},{"label":["reply_to_status_id"],"name":[31],"type":["chr"],"align":["left"]},{"label":["reply_to_user_id"],"name":[32],"type":["chr"],"align":["left"]},{"label":["reply_to_screen_name"],"name":[33],"type":["chr"],"align":["left"]},{"label":["urls_url"],"name":[34],"type":["chr"],"align":["left"]},{"label":["urls_t_co"],"name":[35],"type":["chr"],"align":["left"]}],"data":[{"1":"149991703","2":"1132431445392265217","3":"2019-05-25 23:41:10","4":"alferdez","5":"Desatemos la esperanza.\\nVamos a volver para ser mejores.\\n#EntreTodos\\n#EntreTodas https://t.co/saKlixKj59","6":"Twitter for iPhone","7":"FALSE","8":"FALSE","9":"8286","10":"1847","11":"es","12":"https://twitter.com/alferdez/status/1132431445392265217","13":"Alberto Fernández","14":"NA","15":"NA","16":"NA","17":"NA","18":"NA","19":"NA","20":"NA","21":"NA","22":"NA","23":"NA","24":"NA","25":"NA","26":"NA","27":"NA","28":"NA","29":"NA","30":"NA","31":"NA","32":"NA","33":"NA","34":"NA","35":"NA","_rn_":"1"},{"1":"149991703","2":"1132445599293464577","3":"2019-05-26 00:37:25","4":"alferdez","5":"“Con Néstor entramos al mismo laberinto que tenemos que entrar ahora el diez de Diciembre. Yo estuve en ese laberinto y supe cómo salir. Vamos a salir todos trabajando codo a codo” @alferdez @CFKArgentina #EsConTodos #EsConTodas #25deMayo https://t.co/GPovmtEZI7","6":"Twitter for iPhone","7":"FALSE","8":"TRUE","9":"0","10":"391","11":"es","12":"https://twitter.com/alferdez/status/1132445599293464577","13":"Alberto Fernández","14":"981230259533221888","15":"GrupoCallao","16":"1132440578191437825","17":"“Con Néstor entramos al mismo laberinto que tenemos que entrar ahora el diez de Diciembre. Yo estuve en ese laberinto y supe cómo salir. Vamos a salir todos trabajando codo a codo” @alferdez @CFKArgentina #EsConTodos #EsConTodas #25deMayo https://t.co/GPovmtEZI7","18":"2019-05-26 00:17:28","19":"Twitter for Android","20":"1388","21":"391","22":"981230259533221888","23":"GrupoCallao","24":"Grupo Callao","25":"17745","26":"242","27":"1619","28":"","29":"","30":"FALSE","31":"NA","32":"NA","33":"NA","34":"NA","35":"NA","_rn_":"2"},{"1":"149991703","2":"1132452972380737538","3":"2019-05-26 01:06:43","4":"alferdez","5":"Se puede recuperar el espíritu que nos animó a todos los argentinos y argentinas sin distinciones en el Bicentenario. Siento no solamente que lo podemos hacer, sino también que lo tenemos que hacer.\\n\\n#EsConTodos #EsConTodas https://t.co/zmQZ9yYwwn","6":"Twitter for iPhone","7":"FALSE","8":"TRUE","9":"0","10":"8667","11":"es","12":"https://twitter.com/alferdez/status/1132452972380737538","13":"Alberto Fernández","14":"138814032","15":"CFKArgentina","16":"1132399608196456449","17":"Se puede recuperar el espíritu que nos animó a todos los argentinos y argentinas sin distinciones en el Bicentenario. Siento no solamente que lo podemos hacer, sino también que lo tenemos que hacer.\\n\\n#EsConTodos #EsConTodas https://t.co/zmQZ9yYwwn","18":"2019-05-25 21:34:40","19":"Twitter for iPhone","20":"30230","21":"8667","22":"138814032","23":"CFKArgentina","24":"Cristina Kirchner","25":"5954385","26":"247","27":"15187","28":"Argentina","29":"Militante peronista. Vicepresidenta de la República Argentina. 2 veces Presidenta mandato cumplido <U+0001F1E6><U+0001F1F7>","30":"TRUE","31":"NA","32":"NA","33":"NA","34":"NA","35":"NA","_rn_":"3"},{"1":"149991703","2":"1132453070040948737","3":"2019-05-26 01:07:06","4":"alferdez","5":"Querían fotos miren que hermosa<U+0001F447> mañana imagino tapa de todos los diarios no? @alferdez @CFKArgentina https://t.co/fOC1GWKVSz","6":"Twitter for iPhone","7":"FALSE","8":"TRUE","9":"0","10":"880","11":"es","12":"https://twitter.com/alferdez/status/1132453070040948737","13":"Alberto Fernández","14":"c(\"138146308\", \"149991703\", \"138814032\")","15":"c(\"Gregoriodalbon\", \"alferdez\", \"CFKArgentina\")","16":"1132404443679481864","17":"Querían fotos miren que hermosa<U+0001F447> mañana imagino tapa de todos los diarios no? @alferdez @CFKArgentina https://t.co/fOC1GWKVSz","18":"2019-05-25 21:53:53","19":"Twitter for iPhone","20":"3962","21":"880","22":"138146308","23":"Gregoriodalbon","24":"Gregorio Dalbon","25":"152900","26":"275","27":"38685","28":"Buenos Aires Argentina","29":"Abogado. Cuando nos dejaron solos entendí que no había más que perder. Entonces ganamos. Volvió Cristina, eligió a Alberto y el pueblo lo hizo Presidente.","30":"TRUE","31":"NA","32":"NA","33":"NA","34":"NA","35":"NA","_rn_":"4"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}} </script> </div> --- ### Obtener data de cantidad de followers/friends 👥 ```r library(politicxsentwitteR) library(tidyverse) data_fr_fol <- get_friends_followers(screen.name = c("alferdez", "horaciorlarreta")) ``` ```r paged_table(head(data_fr_fol %>% arrange(desc(date)),6)) ``` <div data-pagedtable="false"> <script data-pagedtable-source type="application/json"> {"columns":[{"label":[""],"name":["_rn_"],"type":[""],"align":["left"]},{"label":["screen_name"],"name":[1],"type":["chr"],"align":["left"]},{"label":["date"],"name":[2],"type":["chr"],"align":["left"]},{"label":["followers_count"],"name":[3],"type":["chr"],"align":["left"]},{"label":["friends_count"],"name":[4],"type":["chr"],"align":["left"]},{"label":["listed_count"],"name":[5],"type":["chr"],"align":["left"]},{"label":["statuses_count"],"name":[6],"type":["chr"],"align":["left"]},{"label":["favourites_count"],"name":[7],"type":["chr"],"align":["left"]}],"data":[{"1":"alferdez","2":"2021-11-12","3":"2143112","4":"7180","5":"2149","6":"29891","7":"8288","_rn_":"1"},{"1":"horaciorlarreta","2":"2021-11-12","3":"1693187","4":"354","5":"2344","6":"13247","7":"293","_rn_":"2"},{"1":"alferdez","2":"2021-11-11","3":"2143007","4":"7180","5":"2148","6":"29863","7":"8284","_rn_":"3"},{"1":"horaciorlarreta","2":"2021-11-11","3":"1693091","4":"354","5":"2345","6":"13242","7":"293","_rn_":"4"},{"1":"alferdez","2":"2021-11-08","3":"2142792","4":"7184","5":"2143","6":"29829","7":"8283","_rn_":"5"},{"1":"horaciorlarreta","2":"2021-11-08","3":"1692809","4":"354","5":"2344","6":"13229","7":"292","_rn_":"6"}],"options":{"columns":{"min":{},"max":[10]},"rows":{"min":[10],"max":[10]},"pages":{}}} </script> </div> --- class: middle, center ## Evolución de followers de [@alferdez](https://twitter.com/alferdez) y [@horaciorlarreta](https://twitter.com/horaciorlarreta) <img src="presentacion_files/figure-html/unnamed-chunk-7-1.png" width="100%" /> --- class: middle, center ```r library(politicxsentwitteR) library(igraph) network <- get_network_data("diputados") ``` <img src="https://github.com/guadag12/SAAP2021/raw/main/images/interior_pp_.png" width="80%" /> --- class: middle, center ## Visitas a la app!
--- class: middle, center ### Exportación de la app! 🌎🕸 ### 160 mil tweets recolectados! 🔓🗂 --- class: middle, center .pull-left[ <img src="https://github.com/guadag12/SAAP2021/raw/main/images/conducta-en-redes.png" width="100%" /> ### [conductaenredes.org](https://www.conductaenredes.com) ] .pull-right[ <img src="https://github.com/guadag12/SAAP2021/raw/main/images/me-representa.png" width="100%" /> ### [merepresenta.info](https://merepresenta.info) ] --- ### Repositorio #### * Slides ([bit.ly/politicxsentwitter-saap](bit.ly/politicxsentwitter-saap)) #### * Código ([link](https://github.com/guadag12/SAAP2021/)) --- class: inverse, middle, center # GRACIAS!🥰 </br> ## PUEDEN ESCRIBIRNOS! 🙌 👇 .pull-left[ [
@O_de_R](https://twitter.com/O_de_R) </br> [
@Observatorio-de-Redes](http://github.com/Observatorio-de-Redes) </br> ] .pull-right[ [
@guadag12](https://twitter.com/guadag12) </br> [
@guadag12](http://github.com/guadag12) </br> [
guadagonz12@gmail.com](guadagonz12@gmail.com) ]