데이터 시각화 의사 결정 트리
· 3 min read
Color Legend
| Icon | Category | Description | Example |
|---|---|---|---|
| 🟡 | Distribution | 분포를 보여주고 싶을 때 | Histogram, Density plot |
| ⚫ | Correlation | 상관관계를 보여주고 싶을 때 | Scatterplot, Correlogram |
| 🟢 | Ranking | 순위를 보여주고 싶을 때 | Bar chart, Lollipop chart |
| 🔴 | Part of a whole | 전체 중 일부를 보여주고 싶을 때 | Pie chart, Treemap |
| 🔵 | Evolution | 시간에 따른 변화를 보여주고 싶을 때 | Line chart, Area chart |
| 🟣 | Maps | 지도를 활용해서 공간적 정보를 보여줄 때 | Choropleth map, Bubble Map |
| 🟤 | Flow | 흐름(흐름도, 이동 경로 등)을 보여줄 때 | Flow map, Sankey-like |
Categoric
- One Variable
- ⚫ Waffle
- 🟢 Bar Plot
- 🟢 Lollipop
- 🟢 Word Cloud
- 🔴 Circular Packing
- 🔴 Doughnut
- 🔴 Pie
- 🔴 Treemap
- Two or More Variables
- Two Independent Lists
- 🔴 Venn Diagram
- Nested
- 🟢 Bar Plot
- 🔴 Circular Packing
- 🔴 Dendrogram
- 🔴 Sunburst
- 🔴 Treemap
- Subgroup
- ⚫ Grouped Scatter
- ⚫ Heatmap
- 🟢 Lollipop
- 🟢 Parallel Plot
- Spider
- 🔴 Grouped Bar Plot
- 🔴 Grouped Bar Plot
- 🟤 Sankey Diagram
- Adjacency
- 🟤 Arc
- 🟤 Chord
- 🟤 Network
- 🟤 Sankey
- ⚫ Heatmap
- Two Independent Lists
Relational
- Network
- ⚫ Heatmap
- 🟢 Hive
- 🟤 Arc
- 🟤 Chord
- 🟤 Network
- 🟤 Sankey
- Nested
- No Value
- 🔴 Circular Packing
- 🔴 Dendrogram
- 🔴 Sunburst
- 🔴 Treemap
- 🟤 Sankey
- Value for Leaf
- 🔴 Circular Packing
- 🔴 Dendrogram
- 🔴 Sunburst
- 🔴 Treemap
- 🟤 Sankey
- Value for Edges
- 🔴 Dendrogram
- 🟤 Chord
- 🟤 Sankey
- Value for Connection
- Edge Bundling
- No Value
Map
- 🟣 Bubble Map
- 🟣 Choropleth
- 🟣 Connected Map
- 🟣 Map
- 🟣 Map Hexbin
Time Series
- One Series
- 🟡 Box Plot
- 🟡 Violin
- 🟡 Ridge Line
- 🔵 Area
- 🔵 Line Plot
- 🟢 Bar Plot
- 🟢 Lollipop
- Several Series
- 🟡 Box Plot
- 🟡 Violin
- 🟡 Ridge Line
- ⚫ Heatmap
- 🔵 Line Plot
- 🔵 Stacked Area
- 🔵 Stream Graph
Categoric and Numeric
- One Numeric + One Categoric
- One Observation, per Group
- ⚫ Waffle
- 🟢 Bar Plot
- 🟢 Lollipop
- 🟢 Word Cloud
- 🔴 Circular Packing
- 🔴 Doughnut
- 🔴 Pie
- 🔴 Treemap
- Several Observations, per Group
- 🟡 Box Plot
- 🟡 Violin
- 🟡 Ridge Line
- 🟡 Density
- 🟡 Histogram
- One Observation, per Group
- One Category, Several Numeric
- No Order
- 🟡 Box Plot
- 🟡 Violin
- ⚫ Grouped Scatter
- ⚫ 2D Density
- ⚫ PCA
- ⚫ Correlogram
- A Numeric is Ordered
- ⚫ Connected Scatter
- 🔵 Area
- 🔵 Line Plot
- 🔵 Stacked Area
- 🔵 Stream Graph
- One Value Per Group
- ⚫ Grouped Scatter
- ⚫ Heatmap
- 🟢 Lollipop
- 🟢 Parallel Plot
- 🟢 Spider Plot
- 🔴 Grouped Bar Plot
- 🔴 Grouped Bar Plot
- 🟤 Sankey Diagram
- No Order
- Several Categories, One Numeric
- Subgroup
- One Observation. per Group
- ⚫ Grouped Scatter
- ⚫ Heatmap
- 🟢 Lollipop
- 🟢 Parallel Plot
- 🟢 Spider Plot
- 🔴 Grouped Bar Plot
- 🔴 Grouped Bar Plot
- 🟤 Sankey Diagram
- Several Observations, per Group
- 🟡 Box Plot
- 🟡 Violin
- One Observation. per Group
- Nested
- One Observation. per Group
- 🟢 Bar Plot
- 🔴 Circular Packing
- 🔴 Dendrogram
- 🔴 Sunburst
- 🔴 Treemap
- Several Observations. per Group
- 🟡 Box Plot
- 🟡 Violin
- One Observation. per Group
- Adjacency
- ⚫ Heatmap
- 🟤 Arc
- 🟤 Chord
- 🟤 Network
- 🟤 Sankey
- Subgroup
Numeric
- One Numeric Variable
- 🟡 Density
- 🟡 Histogram
- Two Numeric Variables
- Not Ordered
- Few Points
- 🟡 Box Plot
- 🟡 Histogram
- ⚫ Scatter Plot
- Many Points
- 🟡 Density
- 🟡 Violin
- ⚫ 2D Density
- 🔵 Marginal Distribution
- Few Points
- Ordered
- ⚫ Connected Scatter
- 🔵 Area Plot
- 🔵 Line Plot
- Not Ordered
- Three Numeric Variables
- Not Ordered
- 🟡 Box Plot
- 🟡 Violin
- ⚫ Bubble Plot
- ⚫ 3d Scatter or Surface
- Ordered
- 🔵 Area
- 🔵 Line Plot
- 🔵 Stacked Area
- 🔵 Stream Graph
- Not Ordered
- Several Numeric Variables
- Ordered
- 🔵 Area
- 🔵 Line Plot
- 🔵 Stacked Area
- 🔵 Stream Graph
- Not Ordered
- 🟡 Box Plot
- 🟡 Ridge Line
- 🟡 Violin
- ⚫ Correlogram
- ⚫ Heatmap
- ⚫ PCA
- 🔴 Dendrogram
- Ordered