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Add first part of course 3

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Maxime Wack 5 년 전
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---
title: "Principes de design, Visualisation de données tabulaires"
author: "Maxime Wack"
date: "19/11/2019"
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"
---

```{r, include = FALSE}
library(ggplot2)
library(dplyr)
```

class: center, middle, title

# UE Visualisation

### 2019-2020

## Dr. Maxime Wack

### AHU Informatique médicale
#### Hôpital Européen Georges Pompidou, </br> Université de Paris

---
class: center, middle
# Objectifs

## Principes de design

## Visualisation de données tabulaires

---
class: center

# *Éléments* de design

### Espace
### Point
### Ligne
### Surface
### Taille
### Couleur
### Forme
### ...

---
class: center,middle

# *Principes* de design

Autant de principes que de designers

![:scale 50%](03_img/designprinciples.png)

[https://principles.design](https://principles.design)

---
class: center,middle

# Principes de design

### Unité/Harmonie
### Motifs
### Équilibre
### Hiérarchisation
### Mouvement
### Contraste

---
class: center,middle


# Unité / Harmonie

.pull-left[
### Principe **fondamental** de la visualisation

### L'ensemble doit être **visuellement cohérent**

### Notion de **composition** des éléments en un tout
]

.pull-right[![:scale 100%](03_img/princ_unite.png)]

---
class: center,middle


# Motifs

.pull-left[
### Répétition **régulière** d'un ou plusieurs *éléments*

### Principal outil de la visualisation de **collections de données**
]

.pull-right[![:scale 100%](03_img/princ_motif.png)]

---
class: center,middle


# Équilibre

.pull-left[
### Distribution **équilibrée** des éléments visuels

### Utiliser la **symmétrie** pour comparer

### Utiliser l'**assymétrie** pour appuyer sur les différences

### La symmétrie **radiale** permet d'organiser autour d'un élément central
]

.pull-right[![:scale 100%](03_img/princ_equilibre.png)]

---
class:center,middle

# Hiérarchisation

.pull-left[
### **Insister** sur le message à communiquer

### Donner une **importance relative** indicative de la réalité

### Choix des couleurs (*rareté* des couleurs)

### Gestion du **contraste**

### **Échelles** et **proportions**
]

.pull-right[![:scale 80%](03_img/princ_hierarch.png)]

---
class: center,middle

# Mouvement

.pull-left[
### Même sur une image **fixe**

### Notion de directionalité

### **Diriger** le regard du lecteur
]

.pull-right[![:scale 100%](03_img/princ_mouvement.png)]

---
class:center,middle

# Contraste

.pull-left[
### **Juxtaposition** d'éléments **opposés** (couleur, luminosité, direction)

### Mise en avant **relative**

### Contraste ↔ Similarité
]

.pull-right[![:scale 100%](03_img/princ_contraste.png)]

---
class:center,middle

# Code

## **Pas** de code spécifique

### Application des *principes* en manipulant les *éléments*

### *Data* → **Motifs, Mouvement**
### *Aesthetics* → **Hiérarchisation, Contraste**
### *Theme* → **Unité, Équilibre**

---
class:center, middle

# Exemples

[Dark Horse Analytics](https://www.darkhorseanalytics.com/blog/data-looks-better-naked)

---
class:center, middle

![](03_img/data-ink.gif)

---
class:center, middle

![](03_img/ClearOffTheTableMd.gif)

---
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![](03_img/map_reduce2.gif)

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![](03_img/devourThePie3.gif)

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