From 075d802b4d64b4b3a1a6b2a460a48f453e099ca7 Mon Sep 17 00:00:00 2001 From: Marine Cambon Date: Fri, 27 Mar 2020 17:46:41 +0100 Subject: [PATCH] Did exercice 3_02 --- module3/exo2/exercice_fr.Rmd | 188 ++++- module3/exo2/exercice_fr.pdf | Bin 0 -> 135614 bytes module3/exo2/varicelle.csv | 1531 ++++++++++++++++++++++++++++++++++ 3 files changed, 1704 insertions(+), 15 deletions(-) create mode 100644 module3/exo2/exercice_fr.pdf create mode 100644 module3/exo2/varicelle.csv diff --git a/module3/exo2/exercice_fr.Rmd b/module3/exo2/exercice_fr.Rmd index 7eece5e..69dc88d 100644 --- a/module3/exo2/exercice_fr.Rmd +++ b/module3/exo2/exercice_fr.Rmd @@ -1,33 +1,191 @@ --- -title: "Votre titre" -author: "Votre nom" -date: "La date du jour" -output: html_document +title: "Analyse de l'incidence de la varicelle" +author: "Marine C. Cambon" +output: + pdf_document: + toc: true + html_document: + toc: true + theme: journal +documentclass: article +classoption: a4paper +header-includes: +- \usepackage[french]{babel} +- \usepackage[upright]{fourier} +- \hypersetup{colorlinks=true,pagebackref=true} --- + ```{r setup, include=FALSE} knitr::opts_chunk$set(echo = TRUE) ``` -## Quelques explications +## Préparation des données + +Les données de l'incidence de la varicelle sont disponibles du site Web du [Réseau Sentinelles](http://www.sentiweb.fr/). Nous les récupérons sous forme d'un fichier en format CSV dont chaque ligne correspond à une semaine de la période demandée. Nous téléchargeons toujours le jeu de données complet, qui commence en 1991 et se termine avec une semaine récente. L'URL est: +```{r} +data_url = "https://www.sentiweb.fr/datasets/incidence-PAY-7.csv" +``` + + +Pour nous protéger contre une éventuelle disparition ou modification du serveur du Réseau Sentinelles, nous faisons une copie locale de ce jeux de données que nous préservons avec notre analyse. Il est inutile et même risquée de télécharger les données à chaque exécution, car dans le cas d'une panne nous pourrions remplacer nos données par un fichier défectueux. Pour cette raison, nous téléchargeons les données seulement si la copie locale n'existe pas. +```{r} +data_file = "varicelle.csv" +if (!file.exists(data_file)) { + download.file(data_url, data_file, method="auto") +} +``` + +Voici l'explication des colonnes donnée sur le [sur le site d'origine](https://ns.sentiweb.fr/incidence/csv-schema-v1.json): + +| Nom de colonne | Libellé de colonne | +|----------------+-----------------------------------------------------------------------------------------------------------------------------------| +| `week` | Semaine calendaire (ISO 8601) | +| `indicator` | Code de l'indicateur de surveillance | +| `inc` | Estimation de l'incidence de consultations en nombre de cas | +| `inc_low` | Estimation de la borne inférieure de l'IC95% du nombre de cas de consultation | +| `inc_up` | Estimation de la borne supérieure de l'IC95% du nombre de cas de consultation | +| `inc100` | Estimation du taux d'incidence du nombre de cas de consultation (en cas pour 100,000 habitants) | +| `inc100_low` | Estimation de la borne inférieure de l'IC95% du taux d'incidence du nombre de cas de consultation (en cas pour 100,000 habitants) | +| `inc100_up` | Estimation de la borne supérieure de l'IC95% du taux d'incidence du nombre de cas de consultation (en cas pour 100,000 habitants) | +| `geo_insee` | Code de la zone géographique concernée (Code INSEE) http://www.insee.fr/fr/methodes/nomenclatures/cog/ | +| `geo_name` | Libellé de la zone géographique (ce libellé peut être modifié sans préavis) | + + +### Chargement du jeu de données + +Nous chargeons maintenant le jeu de donné téléchargé sur notre machine. + +```{r} +data = read.csv(data_file, skip=1) +``` + +Regardons ce que nous avons obtenu: +```{r} +head(data) +tail(data) +``` + +Y a-t-il des points manquants dans nos données ? +```{r} +na_records = apply(data, 1, function (x) any(is.na(x))) +data[na_records,] +``` + +Les deux colonnes qui nous intéressent sont `week` et `inc`. Vérifions leurs classes: +```{r} +class(data$week) +class(data$inc) +``` +Ce sont des entiers, tout va bien ! + +### Conversion des numéros de semaine + +La gestion des dates est toujours un sujet délicat. Il y a un grand nombre de conventions différentes qu'il ne faut pas confondre. Notre jeux de données utilise un format que peu de logiciels savent traiter: les semaines en format [ISO-8601](https://en.wikipedia.org/wiki/ISO_8601). En `R`, il est géré par la bibliothèque [parsedate](https://cran.r-project.org/package=parsedate): + +```{r} +library(parsedate) +``` + +Pour faciliter le traitement suivant, nous remplaçons ces semaines par les dates qui correspondent aux lundis. Voici une petite fonction qui fait la conversion pour une seule valeur: + +```{r} +convert_week = function(w) { + ws = paste(w) + iso = paste0(substring(ws, 1, 4), "-W", substring(ws, 5, 6)) + as.character(parse_iso_8601(iso)) +} +``` + +Nous appliquons cette fonction à tous les points, créant une nouvelle colonne `date` dans notre jeu de données: +```{r} +data$date = as.Date(convert_week(data$week)) +``` + +Vérifions qu'elle est de classe `Date`: +```{r} +class(data$date) +``` + +Les points sont dans l'ordre chronologique inverse, il est donc utile de les trier: +```{r} +data = data[order(data$date),] +``` + +C'est l'occasion pour faire une vérification: nos dates doivent être séparées d'exactement sept jours: +```{r} +all(diff(data$date) == 7) +``` + +### Inspection + +Regardons enfin à quoi ressemblent nos données ! +```{r} +plot(data$date, data$inc, type="l", xlab="Date", ylab="Incidence hebdomadaire") +``` + +Un zoom sur les dernières années montre mieux la localisation des pics en hiver. Le creux des incidences se trouve en été. +```{r} +with(tail(data, 200), plot(date, inc, type="l", xlab="Date", ylab="Incidence hebdomadaire")) +``` + +## L'incidence annuelle + +### Calcul -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 . +Étant donné que le pic de l'épidémie se situe en hiver, à cheval entre deux années civiles, nous définissons la période de référence entre deux minima de l'incidence, du 1er septembre de l'année $N$ au 1er septembre de l'année $N+1$. Nous mettons l'année $N+1$ comme étiquette sur cette année décalée, car le pic de l'épidémie est toujours au début de l'année $N+1$. Comme l'incidence de syndrome grippal est très faible en été, cette modification ne risque pas de fausser nos conclusions. +L'argument `na.rm=True` dans la sommation précise qu'il faut supprimer les points manquants. Ce choix est raisonnable car il n'y a qu'un seul point manquant, dont l'impact ne peut pas être très fort. +```{r} +pic_annuel = function(annee) { + debut = paste0(annee-1,"-09-01") + fin = paste0(annee,"-09-01") + semaines = data$date > debut & data$date <= fin + sum(data$inc[semaines], na.rm=TRUE) + } +``` -Lorsque vous cliquerez sur le bouton **Knit** ce document sera compilé afin de ré-exécuter le code R et d'inclure les résultats dans un document final. Comme nous vous l'avons montré dans la vidéo, on inclue du code R de la façon suivante: +Nous devons aussi faire attention aux premières et dernières années de notre jeux de données. Les données commencent en octobre 1984, ce qui ne permet pas de quantifier complètement le pic attribué à 1985. Nous l'enlevons donc de notre analyse. Par contre, pour une exécution en octobre 2018, les données se terminent après le 1er août 2018, ce qui nous permet d'inclure cette année. +```{r} +annees = 1992:2019 +``` -```{r cars} -summary(cars) +Nous créons un nouveau jeu de données pour l'incidence annuelle, en applicant la fonction `pic_annuel` à chaque année: +```{r} +inc_annuelle = data.frame(annee = annees, + incidence = sapply(annees, pic_annuel)) +head(inc_annuelle) ``` -Et on peut aussi aisément inclure des figures. Par exemple: +### Inspection -```{r pressure, echo=FALSE} -plot(pressure) +Voici les incidences annuelles en graphique: +```{r} +plot(inc_annuelle, type="p", xlab="Année", ylab="Incidence annuelle") ``` -Vous remarquerez le paramètre `echo = FALSE` qui indique que le code ne doit pas apparaître dans la version finale du document. Nous vous recommandons dans le cadre de ce MOOC de ne pas utiliser ce paramètre car l'objectif est que vos analyses de données soient parfaitement transparentes pour être reproductibles. +### Identification des épidémies les plus fortes -Comme les résultats ne sont pas stockés dans les fichiers Rmd, pour faciliter la relecture de vos analyses par d'autres personnes, vous aurez donc intérêt à générer un HTML ou un PDF et à le commiter. +Une liste triée par ordre décroissant d'incidence annuelle permet de plus facilement repérer les valeurs les plus élevées: +```{r} +head(inc_annuelle[order(-inc_annuelle$incidence),]) +``` + +L'année à l'incidence la plus élevée est: -Maintenant, à vous de jouer! Vous pouvez effacer toutes ces informations et les remplacer par votre document computationnel. +```{r} +inc_annuelle[which.max(inc_annuelle$incidence),] +inc_annuelle[which.min(inc_annuelle$incidence),] +``` + +Celle à l'incidence la plus faible est: + +```{r} +inc_annuelle[which.min(inc_annuelle$incidence),] +``` + + +Enfin, un histogramme montre bien que les épidémies fortes, qui touchent environ 10% de la population française, sont assez rares: il y en eu trois au cours des 35 dernières années. +```{r} +hist(inc_annuelle$incidence, breaks=10, xlab="Incidence annuelle", ylab="Nb d'observations", main="") +``` diff --git a/module3/exo2/exercice_fr.pdf b/module3/exo2/exercice_fr.pdf new file mode 100644 index 0000000000000000000000000000000000000000..1c19a45e338fb819a52db70f8a100f680b4c8158 GIT binary patch literal 135614 zcmd3NWl$Ymmo@Gd+}#OsaR`v$F2S9PySrO(3l70TaEB1|A{Tc^u#3Ap+~D@{yfrg5 zRr6NO{QUaIuHC11@6)wT*EwsS)y<$LCBqKj;6r2hJv*>~1`wp?qINd3LlY4}<5aSA zvi7i{=H?dSrvBG~#wla#;9==T%_-wx>R~BmY3^)ci6$n7=I-HUY3hjPvoxW1?7TAg z?zOf%j882K`9RxHEW;usKrVsTC5OMZrj+@F`n#NhS?|!UoIY0U%XuE;N^VU)gG&5C zoK`58V)Dr=-#_1d+h>ECG2!mI%_h$U0|3?(>ZK-**Rc}-9Ih36jp9( zaa}L~dPOF~tFVy)??TH!~`qvggV-U(E7;RE$D8zlvzq9K89eZJ#c)MZF#t?z54K!X%NY zBQ3Avnh_5}ap|eoxIWQs8?x)&_<9S!guP-TzWZCKe{0^)4TqKD*jyD!?G}X<8BK_L z07v*|W(r*@k%rPDumBNlkj{z40tRIoA-@-YYh5vK45_85_%D2~gfjubr|Dd~4Faa( z)ST`OTIItRP4yp2YGXgTB;SS0)fXFp#}5F;f6*9J1Pxd)k@udcCo^K zS#0nQ9>@bTa1Q+H8jpsA8igq9hNi;sp%Lfmv|?L+C`tCp(1qyrl~`oA2Csk0@-UxL z?Kd2SKeZ7%yZE`@?__N``WU3|wfdRSNg?PxKaQwsvcE(2)gUyW|FxO*R*7YIg0FX| zil=`*Y1O)}i%7_bt@w%1eu|U476C~xRs{mgLZC?RDMt+>(;d1FZAo)jkZf1(8P8+* z{uz;{6ICMVTn1Fj$#P0XZRth>8Hw2lV)7r1s9YZ@}@x_SD|3QaH|4wS&@5o=gMcm$p`?h;AE51t^m-I4se?nIkdkn8K} zJ$%))XjlCAT6TH3)P?0n@06? 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