From 7731b238ebabbab62987f6c742d4edaddecb5b09 Mon Sep 17 00:00:00 2001 From: Hugo Botton Date: Tue, 6 Jun 2023 17:04:03 +0200 Subject: [PATCH] Exo 4 - Mon premier journal --- module2/exo4/20190308-years.csv | 702 ++++++++++++++++++++++++++++++++ module2/exo4/exercice_fr.Rmd | 43 +- module2/exo4/exercice_fr.html | 250 ++++++++++++ 3 files changed, 980 insertions(+), 15 deletions(-) create mode 100644 module2/exo4/20190308-years.csv create mode 100644 module2/exo4/exercice_fr.html diff --git a/module2/exo4/20190308-years.csv b/module2/exo4/20190308-years.csv new file mode 100644 index 0000000..90540cb --- /dev/null +++ b/module2/exo4/20190308-years.csv @@ -0,0 +1,702 @@ +media_type,channel_name,is_public_channel,year,women_expression_rate,speech_rate,nb_hours_analyzed +radio,Chérie FM,False,2002,47.10994424236209,15.738694355458852,718.0 +radio,Chérie FM,False,2003,46.03444471353921,16.250258185942855,1617.0 +radio,Chérie FM,False,2004,48.383607470997276,15.035449792785865,1644.0 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+date: "06/06/2023" output: html_document --- ```{r setup, include=FALSE} knitr::opts_chunk$set(echo = TRUE) +library(data.table) +library(ggplot2) ``` -## Quelques explications +## Intorduction -Ceci est un document R markdown que vous pouvez aisément exporter au format HTML, PDF, et MS Word. Pour plus de détails sur R Markdown consultez . +Les données exploitées ont été récupérées sur [data.gouv.fr](https://www.data.gouv.fr/fr/datasets/temps-de-parole-des-hommes-et-des-femmes-a-la-television-et-a-la-radio/#/resources). Elles concernent le temps de parole des femmes et des hommes dans les médias. -Lorsque vous cliquerez sur le bouton **Knit** ce document sera compilé afin de ré-exécuter le code R et d'inclure les résultats dans un document final. Comme nous vous l'avons montré dans la vidéo, on inclue du code R de la façon suivante: - -```{r cars} -summary(cars) +```{r , include=FALSE} +df <- fread("20190308-years.csv") ``` -Et on peut aussi aisément inclure des figures. Par exemple: +## Quelques statistiques +La part du temps de parole attribué aux femmes est très variable selon la chaine : -```{r pressure, echo=FALSE} -plot(pressure) +```{r stats, include=T} +mean(df$women_expression_rate) +median(df$women_expression_rate) +min(df$women_expression_rate) +max(df$women_expression_rate) ``` -Vous remarquerez le paramètre `echo = FALSE` qui indique que le code ne doit pas apparaître dans la version finale du document. Nous vous recommandons dans le cadre de ce MOOC de ne pas utiliser ce paramètre car l'objectif est que vos analyses de données soient parfaitement transparentes pour être reproductibles. +## Un graphique + +```{r , echo=T} +df <- df[order(df$women_expression_rate),] -Comme les résultats ne sont pas stockés dans les fichiers Rmd, pour faciliter la relecture de vos analyses par d'autres personnes, vous aurez donc intérêt à générer un HTML ou un PDF et à le commiter. +ggplot(data=df[df$year %in% c(2013,2019),], + aes(x=reorder(channel_name, women_expression_rate),y=women_expression_rate,fill=factor(year)))+ + geom_bar(stat="identity", position=position_dodge())+ + ggtitle("% du temps de parole féminin par média en 2013 et 2019")+ + scale_fill_manual(values=c("#999999",'#E69F00'))+ + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1)) + +``` -Maintenant, à vous de jouer! Vous pouvez effacer toutes ces informations et les remplacer par votre document computationnel. diff --git a/module2/exo4/exercice_fr.html b/module2/exo4/exercice_fr.html new file mode 100644 index 0000000..e608db3 --- /dev/null +++ b/module2/exo4/exercice_fr.html @@ -0,0 +1,250 @@ + + + + + + + + + + + + + + + +Un premier journal + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + +
+

Intorduction

+

Les données exploitées ont été récupérées sur data.gouv.fr. Elles concernent le temps de parole des femmes et des hommes dans les médias.

+
+
+

Quelques statistiques

+

La part du temps de parole attribué aux femmes est très variable selon la chaine :

+
mean(df$women_expression_rate)
+
## [1] 29.24969
+
median(df$women_expression_rate)
+
## [1] 29.53184
+
min(df$women_expression_rate)
+
## [1] 4.813466
+
max(df$women_expression_rate)
+
## [1] 54.11972
+
+
+

Un graphique

+
df <- df[order(df$women_expression_rate),]
+
+ggplot(data=df[df$year %in% c(2013,2019),],
+       aes(x=reorder(channel_name, women_expression_rate),y=women_expression_rate,fill=factor(year)))+
+  geom_bar(stat="identity", position=position_dodge())+
+  ggtitle("% du temps de parole féminin par média en 2013 et 2019")+ 
+  scale_fill_manual(values=c("#999999",'#E69F00'))+
+  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))
+

+
+ + + + +
+ + + + + + + + + + + + + + + -- 2.18.1