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En ligne de commande, on peut tout paramétrer. On exécute le code pour voir comment R interprète le fichier CSV. Ces erreurs vont nous aider à mieux comprendre comment spécifier son jeu de données.

R parse le fichier automatiquement. Une fois que le fichier est importé, on peut visualiser le résultats dans le panneau Environnement:. Dans notre cas, monjeudedonnees et le lancer. Mauvaise pratique car ne met pas à jour les données et ne permet pas de retrouver les données. Sur des très gros fichiers, peut être utile. Plus restrictif que des données tabulaires. Les packages les interprètent plus facilement.

On peut avec R et shiny créer une interface qui permet au public novice de transformer des données sans lancer R. Travaillons sur le jeu de données portant sur la réserve parlementaire. Dans ce cas, format long: Ce qui est considéré comme du tidy data dépend de la définition de ce qui est une observation et une variable: Pour le producteur de données, format long privilégie les usagers techniques dév.

Pour aller de large vers Long, on utilise donc la fonction gather qui comporte 3 arguments: De Joly à Hollande. En créant une nuovelle colonne: Il est donc très courant de passer régulièrement de long en large et vice versa pour bénéficier des facilités de chaque mode pour travailler les données facilement.

Slice est utile mais limité, il y a donc une autre fonction filter qui est plus large dans son action et utile pour travailler sur un sous ensemble du jeu de données. Permet de spécifier un certain périmètre. On ne peut pas avoir nombre de voix et score des inscrits, par exemple. Il faut avoir 3 colonnes pour faire un spread. Le format long du jeu de données des élections a plus de colonnes que 3 mais ça reste un fichier long car les variables sont les mêmes pour chaque code Insee.

Le jeu de données initial pour faire un spread est de 3 colonnes. On veut regrouper des observations par un ou plusieurs critères: On ajoute les fichiers 1 par 1 même si on les chaine ensemble pour gagner du temps.

Pour limiter ça, on peut sélectionner les colonnes à ajouter par une fonction select. On peut travailler tout autant avec le fichier large que le fichier long. On part du tableau large par facilité mais pas obligatoire. À partir de là, on peut commencer à visualiser nos données teaser de la deuxième partie de cette formation! Elle accompagne les supports de formation suivants: Notion de données, 2 dimensions: Les données sont généralement gratuites.

Données accessibles Format ouvert Usage: Eléments de réponse fournis: Excel, LibreOffice, un tableur quelconque Inconvénients: Hadoop Spark H20 …. Un livre sur R: