Statements (48)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Statistical Chart
|
| gptkbp:advantage |
Compares distributions
Identifies outliers Summarizes data distribution concisely |
| gptkbp:alsoKnownAs |
Box-and-Whisker Plots
|
| gptkbp:canBe |
gptkb:Vertical
Horizontal |
| gptkbp:category |
Descriptive Statistics
Data Visualization Statistical Graphics |
| gptkbp:component |
gptkb:Box
Whiskers Median line Outlier markers Quartile lines |
| gptkbp:contrastsWith |
Histograms
Dot Plots Violin Plots |
| gptkbp:fiveNumberSummary |
Maximum
Minimum First Quartile (Q1) Median (Q2) Third Quartile (Q3) |
| https://www.w3.org/2000/01/rdf-schema#label |
Box Plots
|
| gptkbp:introducedIn |
1970s
|
| gptkbp:inventedBy |
gptkb:John_Tukey
|
| gptkbp:limitation |
Does not show multimodality
Limited detail on distribution shape Not ideal for small datasets |
| gptkbp:outliersDefinedBy |
1.5 times the interquartile range
|
| gptkbp:shows |
gptkb:Outliers
Median Maximum Minimum Interquartile Range Quartiles |
| gptkbp:software |
gptkb:Python
gptkb:SPSS gptkb:Excel gptkb:Matlab R |
| gptkbp:usedFor |
Displaying distribution of data
|
| gptkbp:usedIn |
gptkb:Exploratory_Data_Analysis
gptkb:Data_Science Statistics |
| gptkbp:visualizes |
Five-number summary
|
| gptkbp:bfsParent |
gptkb:Databricks_Data_Visualization
|
| gptkbp:bfsLayer |
8
|