From b9046b115d6a459164e04331bc03bc21b5596c07 Mon Sep 17 00:00:00 2001 From: Maxime Wack Date: Tue, 24 Nov 2020 23:39:01 +0100 Subject: [PATCH] 2020 update --- courses/03-design-tabulaire.Rmd | 34 +- courses/03-design-tabulaire.html | 104 +- courses/03-design-tabulaire.pdf | Bin 558421 -> 0 bytes .../{03_img => 03-img}/ClearOffTheTableMd.gif | Bin courses/{03_img => 03-img}/Edgar_F_Codd.jpg | Bin courses/{03_img => 03-img}/data-ink.gif | Bin .../{03_img => 03-img}/designprinciples.png | Bin courses/{03_img => 03-img}/devourThePie3.gif | Bin courses/{03_img => 03-img}/excel_data.png | Bin courses/{03_img => 03-img}/excel_graph.png | Bin courses/{03_img => 03-img}/excel_menu.png | Bin courses/{03_img => 03-img}/map_reduce2.gif | Bin .../{03_img => 03-img}/princ_contraste.png | Bin .../{03_img => 03-img}/princ_equilibre.png | Bin courses/{03_img => 03-img}/princ_hierarch.png | Bin courses/{03_img => 03-img}/princ_motif.png | Bin .../{03_img => 03-img}/princ_mouvement.png | Bin 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b/courses/03-design-tabulaire.Rmd index 16f152a..a4acd02 100644 --- a/courses/03-design-tabulaire.Rmd +++ b/courses/03-design-tabulaire.Rmd @@ -1,7 +1,7 @@ --- title: "Principes de design, Visualisation de données tabulaires" author: "Maxime Wack" -date: "19/11/2019" +date: "17/11/2020" output: xaringan::moon_reader: css: ['default','css/my_style.css'] @@ -34,7 +34,7 @@ class: center, middle, title # UE Visualisation -### 2019-2020 +### 2020-2021 ## Dr. Maxime Wack @@ -75,7 +75,7 @@ class: center Autant de principes que de designers -![:scale 50%](03_img/designprinciples.png) +![:scale 50%](03-img/designprinciples.png) [https://principles.design](https://principles.design) @@ -104,7 +104,7 @@ class: middle ### Notion de **composition** des éléments en un tout ] -.pull-right[![:scale 100%](03_img/princ_unite.png)] +.pull-right[![:scale 100%](03-img/princ_unite.png)] --- class: middle @@ -117,7 +117,7 @@ class: middle ### Principal outil de la visualisation de **collections de données** ] -.pull-right[![:scale 100%](03_img/princ_motif.png)] +.pull-right[![:scale 100%](03-img/princ_motif.png)] --- class: middle @@ -134,7 +134,7 @@ class: middle ### La symmétrie **radiale** permet d'organiser autour d'un élément central ] -.pull-right[![:scale 100%](03_img/princ_equilibre.png)] +.pull-right[![:scale 100%](03-img/princ_equilibre.png)] --- class: middle @@ -153,7 +153,7 @@ class: middle ### **Échelles** et **proportions** ] -.pull-right[![:scale 80%](03_img/princ_hierarch.png)] +.pull-right[![:scale 80%](03-img/princ_hierarch.png)] --- class: middle @@ -168,7 +168,7 @@ class: middle ### **Diriger** le regard du lecteur ] -.pull-right[![:scale 100%](03_img/princ_mouvement.png)] +.pull-right[![:scale 100%](03-img/princ_mouvement.png)] --- class: middle @@ -183,7 +183,7 @@ class: middle ### Contraste ↔ Similarité ] -.pull-right[![:scale 100%](03_img/princ_contraste.png)] +.pull-right[![:scale 100%](03-img/princ_contraste.png)] --- class:center,middle @@ -208,22 +208,22 @@ class:center, middle --- class:center, middle -![](03_img/data-ink.gif) +![](03-img/data-ink.gif) --- class:center, middle -![](03_img/ClearOffTheTableMd.gif) +![](03-img/ClearOffTheTableMd.gif) --- class:center, middle -![](03_img/map_reduce2.gif) +![](03-img/map_reduce2.gif) --- class:center, middle -![](03_img/devourThePie3.gif) +![](03-img/devourThePie3.gif) --- class: center, middle @@ -235,17 +235,17 @@ class:center # Excel -![](03_img/excel_data.png) +![](03-img/excel_data.png) --- class:center, middle -![](03_img/excel_menu.png) +![](03-img/excel_menu.png) --- class:center, middle -![](03_img/excel_graph.png) +![](03-img/excel_graph.png) --- @@ -263,7 +263,7 @@ class:center, middle ] -.pull-right[![](03_img/Edgar_F_Codd.jpg)] +.pull-right[![](03-img/Edgar_F_Codd.jpg)] --- diff --git a/courses/03-design-tabulaire.html b/courses/03-design-tabulaire.html index a1ff537..1652374 100644 --- a/courses/03-design-tabulaire.html +++ b/courses/03-design-tabulaire.html @@ -1,19 +1,20 @@ - + Principes de design, Visualisation de données tabulaires + - - - - - - + + + + + + @@ -26,7 +27,7 @@ class: center, middle, title # UE Visualisation -### 2019-2020 +### 2020-2021 ## Dr. Maxime Wack @@ -67,7 +68,7 @@ class: center Autant de principes que de designers -![:scale 50%](03_img/designprinciples.png) +![:scale 50%](03-img/designprinciples.png) [https://principles.design](https://principles.design) @@ -96,7 +97,7 @@ class: middle ### Notion de **composition** des éléments en un tout ] -.pull-right[![:scale 100%](03_img/princ_unite.png)] +.pull-right[![:scale 100%](03-img/princ_unite.png)] --- class: middle @@ -109,7 +110,7 @@ class: middle ### Principal outil de la visualisation de **collections de données** ] -.pull-right[![:scale 100%](03_img/princ_motif.png)] +.pull-right[![:scale 100%](03-img/princ_motif.png)] --- class: middle @@ -126,7 +127,7 @@ class: middle ### La symmétrie **radiale** permet d'organiser autour d'un élément central ] -.pull-right[![:scale 100%](03_img/princ_equilibre.png)] +.pull-right[![:scale 100%](03-img/princ_equilibre.png)] --- class: middle @@ -145,7 +146,7 @@ class: middle ### **Échelles** et **proportions** ] -.pull-right[![:scale 80%](03_img/princ_hierarch.png)] +.pull-right[![:scale 80%](03-img/princ_hierarch.png)] --- class: middle @@ -160,7 +161,7 @@ class: middle ### **Diriger** le regard du lecteur ] -.pull-right[![:scale 100%](03_img/princ_mouvement.png)] +.pull-right[![:scale 100%](03-img/princ_mouvement.png)] --- class: middle @@ -175,7 +176,7 @@ class: middle ### Contraste ↔ Similarité ] -.pull-right[![:scale 100%](03_img/princ_contraste.png)] +.pull-right[![:scale 100%](03-img/princ_contraste.png)] --- class:center,middle @@ -200,22 +201,22 @@ class:center, middle --- class:center, middle -![](03_img/data-ink.gif) +![](03-img/data-ink.gif) --- class:center, middle -![](03_img/ClearOffTheTableMd.gif) +![](03-img/ClearOffTheTableMd.gif) --- class:center, middle -![](03_img/map_reduce2.gif) +![](03-img/map_reduce2.gif) --- class:center, middle -![](03_img/devourThePie3.gif) +![](03-img/devourThePie3.gif) --- class: center, middle @@ -227,17 +228,17 @@ class:center # Excel -![](03_img/excel_data.png) +![](03-img/excel_data.png) --- class:center, middle -![](03_img/excel_menu.png) +![](03-img/excel_menu.png) --- class:center, middle -![](03_img/excel_graph.png) +![](03-img/excel_graph.png) --- @@ -255,7 +256,7 @@ class:center, middle ] -.pull-right[![](03_img/Edgar_F_Codd.jpg)] +.pull-right[![](03-img/Edgar_F_Codd.jpg)] --- @@ -276,44 +277,44 @@ class: center # 1NF .tiny[ -
- +
+ ] ↓ -
- +
+ --- class: center # 2NF -
- +
+ ↓ -
-
- +
+
+ --- class: center # 3NF -
- +
+ ↓ -
-
- +
+
+ --- class: center # À plat -
- +
+ ### Opération facile à réaliser @@ -374,9 +375,25 @@ if (window.HTMLWidgets) slideshow.on('afterShowSlide', function (slide) { } deleted = true; }); -})(); - - +})(); - + - - - - + + + + @@ -25,7 +26,7 @@ class: center, middle, title # UE Visualisation -### 2019-2020 +### 2020-2021 ## Dr. Maxime Wack @@ -99,8 +100,8 @@ iris %>% ggplotly(plot) ``` -
- +
+ --- @@ -113,8 +114,8 @@ ggplotly(plot) ggplotly ``` -
- +
+ --- @@ -129,8 +130,8 @@ iris %>% ggplotly(plot) ``` -
- +
+ --- class:center, middle @@ -177,8 +178,8 @@ iris %>% y = ~Sepal.Width) ``` -
- +
+ --- @@ -192,8 +193,8 @@ iris %>% mode = "markers") ``` -
- +
+ --- @@ -210,8 +211,8 @@ iris %>% "Largeur de sépale :", Sepal.Width)) ``` -
- +
+ --- @@ -226,8 +227,8 @@ iris %>% --- class:center, middle -
- +
+ --- @@ -240,7 +241,7 @@ class:center, middle ] .pull-right[ -![:scale 50%](04_img/bostock.jpg) +![:scale 50%](04-img/bostock.jpg) ] ### Moteur *bas niveau* pour manipuler des éléments du DOM et du SVG à partir de données. @@ -299,6 +300,8 @@ class: center https://shiny.rstudio.com/ +https://mastering-shiny.org/ + --- # Shiny @@ -415,9 +418,25 @@ if (window.HTMLWidgets) slideshow.on('afterShowSlide', function (slide) { } deleted = true; }); -})(); - - +})(); @@ -15,7 +16,7 @@ class: center, middle, title # UE Visualisation -### 2019-2020 +### 2020-2021 ## Dr. Maxime Wack ### AHU Informatique médicale #### Hôpital Européen Georges Pompidou, </br> Université de Paris @@ -49,7 +50,7 @@ class: center, middle ] .pull-right[ -![](06_img/graphe.png) +![](06-img/graphe.png) ] --- @@ -62,7 +63,7 @@ class: center, middle ] .pull-right[ -![](06_img/vertices.png) +![](06-img/vertices.png) ] @@ -75,7 +76,7 @@ class: center, middle ] .pull-right[ -![](06_img/edges.png) +![](06-img/edges.png) ] --- @@ -87,7 +88,7 @@ class: center, middle ] .pull-right[ -![](06_img/directed.png) +![](06-img/directed.png) ] --- @@ -99,7 +100,7 @@ class: center, middle ] .pull-right[ -![](06_img/cycle.png) +![](06-img/cycle.png) ] @@ -111,7 +112,7 @@ class: center, middle ] .pull-right[ -![](06_img/clique.png) +![](06-img/clique.png) ] --- @@ -122,7 +123,7 @@ class: center, middle ] .pull-right[ -![](06_img/connected.png) +![](06-img/connected.png) ] --- @@ -134,7 +135,7 @@ class: center, middle ] .pull-right[ -![](06_img/tree.png) +![](06-img/tree.png) ] @@ -147,7 +148,7 @@ class: center, middle ] .pull-right[ -![](06_img/directed.png) +![](06-img/directed.png) ] --- # Graphe dirigé acyclique @@ -163,14 +164,14 @@ class: center, middle ] .pull-right[ -![](06_img/DAG.png) +![](06-img/DAG.png) ] --- # Représentation numérique .pull-left[ -![](06_img/numbered.png) +![](06-img/numbered.png) ] .pull-right[ @@ -191,7 +192,7 @@ class: center, middle # Représentation numérique .pull-left[ -![](06_img/numbered.png) +![](06-img/numbered.png) ] ## Matrice d'adjacence @@ -292,9 +293,25 @@ if (window.HTMLWidgets) slideshow.on('afterShowSlide', function (slide) { } deleted = true; }); -})(); - - +})(); - - - - - - + + + + + + @@ -26,7 +27,7 @@ class: center, middle, title # UE Visualisation -### 2019-2020 +### 2020-2021 ## Dr. Maxime Wack @@ -41,11 +42,11 @@ class: center, middle, title ```r -read_csv("lab03_data/notes.csv") -> notes +read_csv("lab03-data/notes.csv") -> notes ``` -
- +
+ --- @@ -61,8 +62,8 @@ pivot_longer(notes, values_to = "Note") -> notes_long ``` -
- +
+ --- @@ -77,8 +78,8 @@ pivot_wider(notes_long, values_from = Note) ``` -
- +
+ --- @@ -144,6 +145,32 @@ if (window.HTMLWidgets) slideshow.on('afterShowSlide', function (slide) { deleted = true; }); })(); +(function() { + "use strict" + // Replace - - + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/courses/lab03-webscraping_correction.Rmd b/courses/lab03-webscraping_correction.Rmd new file mode 100644 index 0000000..d92f566 --- /dev/null +++ b/courses/lab03-webscraping_correction.Rmd @@ -0,0 +1,156 @@ +--- +title: "Web scraping" +author: "Maxime Wack" +date: "17/11/2020" +output: + xaringan::moon_reader: + css: ['default','css/my_style.css'] + lib_dir: libs + seal: false + nature: + ratio: '4:3' + countIncrementalSlides: false + self-contained: true + beforeInit: "addons/macros.js" + highlightLines: true +--- + +```{r setup, include=FALSE} +knitr::opts_chunk$set(echo = TRUE, fig.asp= .5) +library(tidyverse) +library(DT) +library(knitr) +library(httr) +library(rvest) + +options(DT.options = list(paging = F, + info = F, + searching = F)) +``` + +class: center, middle, title + +# UE Visualisation + +### 2020-2021 + +## Dr. Maxime Wack + +### AHU Informatique médicale +#### Hôpital Européen Georges Pompidou,
Université de Paris + +--- + +# Web scraping + +### Utilisation de `httr` et `rvest` + +## httr + +Permet de faire des requêtes réseau + +→ interroger et télécharger directement depuis R + +## rvest + +Extraction de données depuis des pages HTML + +--- + +# httr + +```{r init, echo = F, message = F, error = F} +library(tidyverse) +library(httr) +library(rvest) +``` + +Télécharger une page wikipedia + +```{r dl wikipedia} +GET("https://en.wikipedia.org/wiki/Comparison_of_operating_systems") -> wiki +``` + +```{r dl wikipedia do, echo = F} +wiki +``` + +--- + +# Parsing HTML + +```{r html} +wiki %>% + read_html -> wiki_html +``` + +```{r html do, echo = F} +wiki_html +``` + +--- + +# Sélecteurs CSS + +[W3Schools](https://www.w3schools.com/cssref/css_selectors.asp) + +### Selecteurs permettant d'identifier un **nœud** précis dans le **DOM** (Document Object Model) d'une page HTML + +### Permet de sélectionner par identifiant, classe, position dans la hiérarchie, position entre élements d'un même niveau, ou relativement entre élements + +### Utiliser l'**inspecteur** des outils de développement du navigateur pour identifier les éléments à capturer + +--- + +# Sélecteurs CSS + +```{r tables} +wiki_html %>% + html_nodes(".wikitable") +``` + +```{r table} +wiki_html %>% + html_node("div + .wikitable") +``` + +--- + +# Extraction d'une table + +```{r scrape} +wiki_html %>% + html_node("div + .wikitable") %>% + html_table -> wikitable +``` + +```{r scrape do, echo = F} +datatable(wikitable) +``` + +--- + +# Exercices + +### Transformer cette table en forme normale + +### Extraire la table avec les informations techniques + +### Identifier les OS libres fonctionnant avec un microkernel + +```{r wiki table} +# On identifie toutes les tables "wikitable" +GET("https://en.wikipedia.org/wiki/Comparison_of_operating_systems") %>% + read_html %>% + html_nodes(".wikitable") -> wikitables + +# On extrait et parse les deux premières tables +wikitables[[1]] %>% html_table -> table1 +wikitables[[2]] %>% html_table -> table2 + +# On joint les tables, sélectionne les variables pertinentes et met en œuvre les filtres correspondant à l'énoncé +inner_join(table1, table2) %>% + select(Name, Creator, Cost = `Cost, availability`, License = `Preferred license[g 1]`, Kernel = `Kernel type`) %>% + filter(Kernel %>% str_detect("[Mm]icrokernel"), + License %in% c("AGPL", "BSD", "GNU GPL, GNU LGPL", "MIT", "MIT, GNU GPL, GNU LGPL, LPL")) +``` diff --git a/courses/lab03_data/challenge.png b/courses/lab03_data/challenge.png deleted file mode 100644 index 8c2a013ae01d4b9f9f8a653e62219b77ff1c0e45..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 39368 zcmce+WmjBHx3=B52M-oBxJ%IBZjD=TC%8KVcXxMh+yex65AG0L8VT<3_I2I&-eWxb z2fU-ZKlCc7TC2Kh&htEKMkpyrp&=6@0{{Rt8EJ79004Rt0Dw|Lgoa!h7nolJ05B}Q z)U;ewjNHi_ob1glZOq7AJRQu)%sed30RWHH<_z1!Pi<)8@7Fkj&`4M>JRgt}F}nid zF2YW76C`K7sKTl@GfvKG=mVw6IFzxcy5Bteg&s6jKn35yuJeSCnvw+Uo^!k4Esq~% 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zEDRiMz^MGuj+KF#_2s?{Kne>$t^d&usGQ97*Yz`cI5y*M5N+u!qrk%0wBU-9Bv*g1ey7=OkX8Q6i@_%g=90%WUr-u`=B zfLjDS9$&^d*_r-o$H~d~@*K}q>|gemiGky<`Nz!2^jF`Q8Cif-Cx2cGP|W?gV*MZ2 z#|+HVzuIv=C;a%c9SbmFUd|yF1{Thj`?4?sQ}E@!z`S}n$5}Yp7+>Bu7EVsKm+e@A zbG)1{?2L?m^@APg@5|!>qx^CmF|aeSvc9}N4i2Wj?j^@_I+7Rt0G8@s=imU=+lz5w zWME|i-X#ARKOn}+_;)*Y))(gh*7;v^{P|A49A_ZL_Hs@FF^-pg1J*t>$IJ7wvNFAV zmN2rivH*Eu{=8;Z*1w)jz&dAset Dr. Maxime Wack + +### AHU Informatique médicale +#### Hôpital Necker-Enfants malades
Hôpital Européen Georges Pompidou +##### Université de Paris + +--- + +# Présentation du projet + +### **Trouver** un dataset exposant des données relatives à la pandémie COVID19 + +### Tenter de répondre à une question à l'aide de visualisations de données + +--- + +# Données + +### Vous identifierez une source de données publique ouverte (data.gouv.fr, johns hopkins, etc.) + +### Il faudra justifier le choix du dataset (source, contenu, provenance, etc.) + +--- + +# Objectifs + +### Produire des visualisations + +### Répondant à une question + +### En choisissant un des buts suivants de la communication : + +- enregistrer l'information +- analyser +- communiquer + +--- + +# Conditions + +### Production d'au moins **deux** visualisations *différentes* + +- Une mettant en évidence une répartition spatiale +- Une mettant en évidence une relation temporelle +- Dont au moins une statique et une interactive + +### Produire une présentation de 10 min présentant vos visualisations + +### Justifier vos choix : de dataset, de design, de représentation, etc diff --git a/courses/lab03-projet.html b/courses/lab04-projet.html similarity index 73% rename from courses/lab03-projet.html rename to courses/lab04-projet.html index 6432da2..4ef8bec 100644 --- a/courses/lab03-projet.html +++ b/courses/lab04-projet.html @@ -1,9 +1,10 @@ - + Présentation du projet + @@ -17,7 +18,7 @@ class: center, middle, title # UE Visualisation -### 2019-2020 +### 2020-2021 ## Dr. Antoine Neuraz </br> Dr. Maxime Wack @@ -26,48 +27,48 @@ class: center, middle, title ##### Université de Paris --- -class: center # Présentation du projet -## Participer au **NHS Visual Data Challenge** +### **Trouver** un dataset exposant des données relatives à la pandémie COVID19 -![](lab03_data/challenge.png) - -[nuffieldtrust.org.uk](https://www.nuffieldtrust.org.uk/project/nhs-visual-data-challenge) +### Tenter de répondre à une question à l'aide de visualisations de données --- -class: center # Données -### Visualisation d'inégalités de santé - -### Au moins un dataset indiqué +### Vous identifierez une source de données publique ouverte (data.gouv.fr, johns hopkins, etc.) -### Ajout permis de datasets publics +### Il faudra justifier le choix du dataset (source, contenu, provenance, etc.) --- -class: center # Objectifs -### Produire une visualisation +### Produire des visualisations -### Explorant un motif apparaissant dans ces Données +### Répondant à une question -### Mettant en évidence des inégalités de santé dans le système anglo-saxon +### En choisissant un des buts suivants de la communication : + +- enregistrer l'information +- analyser +- communiquer --- -class: center # Conditions -### Participation en groupe possible +### Production d'au moins **deux** visualisations *différentes* + +- Une mettant en évidence une répartition spatiale +- Une mettant en évidence une relation temporelle +- Dont au moins une statique et une interactive -### **Une** Visualisation +### Produire une présentation de 10 min présentant vos visualisations -### Statique ou Dynamique +### Justifier vos choix : de dataset, de design, de représentation, etc @@ -117,6 +118,32 @@ if (window.HTMLWidgets) slideshow.on('afterShowSlide', function (slide) { deleted = true; }); })(); +(function() { + "use strict" + // Replace - - - - - - - - + + + + + + @@ -26,7 +27,7 @@ class: center, middle, title # UE Visualisation -### 2019-2020 +### 2020-2021 ## Dr. Maxime Wack @@ -42,7 +43,7 @@ class: center, middle, title ] .pull-right[ -![](06_img/bipartite.png) +![](06-img/bipartite.png) ] --- @@ -54,7 +55,7 @@ class: center, middle, title ] .pull-right[ -![](06_img/71.png) +![](06-img/71.png) ] --- @@ -66,7 +67,7 @@ class: center, middle, title ] .pull-right[ -![](06_img/72.png) +![](06-img/72.png) ] --- @@ -78,7 +79,7 @@ class: center, middle, title ] .pull-right[ -![](06_img/73.png) +![](06-img/73.png) ] --- @@ -90,7 +91,7 @@ class: center, middle, title ] .pull-right[ -![](06_img/74.png) +![](06-img/74.png) ] --- @@ -102,7 +103,7 @@ class: center, middle, title ] .pull-right[ -![](06_img/75.png) +![](06-img/75.png) ] --- @@ -114,7 +115,7 @@ class: center, middle, title ] .pull-right[ -![](06_img/76.png) +![](06-img/76.png) ] --- @@ -126,7 +127,7 @@ class: center, middle, title ] .pull-right[ -![](06_img/77.png) +![](06-img/77.png) ] --- @@ -134,7 +135,7 @@ class:center # Projection .pull-right[ -![](06_img/bipartite.png) +![](06-img/bipartite.png) ] --- @@ -142,11 +143,11 @@ class:center # Projection .pull-left[ -![](06_img/numbered_.png) +![](06-img/numbered_.png) ] .pull-right[ -![](06_img/bipartite.png) +![](06-img/bipartite.png) ] --- @@ -154,16 +155,16 @@ class:center # Projection .pull-c1[ -![](06_img/numbered_.png) +![](06-img/numbered_.png) ] .pull-c2[ -![:scale 75%](06_img/bipartite.png) +![:scale 75%](06-img/bipartite.png) ] -- .pull-c3[ -![:scale 65%](06_img/projection.png) +![:scale 65%](06-img/projection.png) ] --- @@ -184,7 +185,7 @@ class: center https://www.ncbi.nlm.nih.gov/pubmed/17502601 -![:scale 90%](06_img/HDN_principe.png) +![:scale 90%](06-img/HDN_principe.png) --- class: center @@ -192,7 +193,7 @@ class: center https://www.ncbi.nlm.nih.gov/pubmed/17502601 -![:scale 90%](06_img/HDN.png) +![:scale 90%](06-img/HDN.png) --- # Librairies @@ -230,11 +231,11 @@ graph.star(n = 10, mode = "out") ```r -read_csv("lab06_data/OMIM.csv") -> OMIM +read_csv("lab06-data/OMIM.csv") -> OMIM ``` -

- +
+ --- # Chargement du graphe @@ -246,9 +247,9 @@ graph.data.frame(OMIM, directed = F) -> graphe ``` -## IGRAPH d3876e8 UN-- 6288 4234 -- +## IGRAPH 1a34d81 UN-- 6288 4234 -- ## + attr: name (v/c) -## + edges from d3876e8 (vertex names): +## + edges from 1a34d81 (vertex names): ## [1] ADRENAL HYPERPLASIA, CONGENITAL, DUE TO 17-ALPHA-HYDROXYLASE DEFICIENCY--CYP17A1 ## [2] 17-BETA-HYDROXYSTEROID DEHYDROGENASE X DEFICIENCY --HSD17B10 ## [3] 2-METHYLBUTYRYL-CoA DEHYDROGENASE DEFICIENCY --ACADSB @@ -304,7 +305,7 @@ neighbors(graphe, V(graphe)[2019]) ``` ``` -## + 1/6288 vertex, named, from d3876e8: +## + 1/6288 vertex, named, from 1a34d81: ## [1] SLC25A3 ``` @@ -333,9 +334,9 @@ HDN ``` ``` -## IGRAPH 58fb0bd UNW- 3512 2839 -- +## IGRAPH de908b5 UNW- 3512 2839 -- ## + attr: name (v/c), weight (e/n) -## + edges from 58fb0bd (vertex names): +## + edges from de908b5 (vertex names): ## [1] 17-BETA-HYDROXYSTEROID DEHYDROGENASE X DEFICIENCY--MENTAL RETARDATION, X-LINKED 17 ## [2] 17-BETA-HYDROXYSTEROID DEHYDROGENASE X DEFICIENCY--MENTAL RETARDATION, X-LINKED, SYNDROMIC 10 ## [3] 3-HYDROXYACYL-CoA DEHYDROGENASE DEFICIENCY --HYPERINSULINEMIC HYPOGLYCEMIA, FAMILIAL, 4 @@ -353,9 +354,9 @@ HGN ``` ``` -## IGRAPH f5f35d8 UNW- 2776 2810 -- +## IGRAPH 54560af UNW- 2776 2810 -- ## + attr: name (v/c), weight (e/n) -## + edges from f5f35d8 (vertex names): +## + edges from 54560af (vertex names): ## [1] AKR1C2--AKR1C4 LMNA --MYBPC3 LMNA --ZMPSTE24 GNAS --SSTR5 ## [5] GNAS --AIP GNAS --STX16 GNAS --GNASAS1 COL2A1--COL11A2 ## [9] FGFR3 --KRAS FGFR3 --HRAS FGFR3 --RB1 FGFR3 --PIK3CA @@ -408,7 +409,7 @@ diseases %>% plots[[5]] ``` -![](lab06_graphes_files/figure-html/cardiaques-1.png)<!-- --> +![](lab06-graphes_files/figure-html/cardiaques-1.png)<!-- --> --- # Surdités @@ -417,7 +418,7 @@ plots[[5]] plots[[9]] ``` -![](lab06_graphes_files/figure-html/surdités-1.png)<!-- --> +![](lab06-graphes_files/figure-html/surdités-1.png)<!-- --> --- # Ostéogénèses imparfaites @@ -426,7 +427,7 @@ plots[[9]] plots[[12]] ``` -![](lab06_graphes_files/figure-html/Ostéogénèses-1.png)<!-- --> +![](lab06-graphes_files/figure-html/Ostéogénèses-1.png)<!-- --> --- # Export @@ -485,6 +486,32 @@ if (window.HTMLWidgets) slideshow.on('afterShowSlide', function (slide) { deleted = true; }); })(); +(function() { + "use strict" + // Replace - -