Statements (49)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:abbreviation |
gptkb:EDA
|
| gptkbp:appliesTo |
Finance
Social Sciences Business Analytics Healthcare Analytics Scientific Research |
| gptkbp:field |
gptkb:Machine_Learning
gptkb:Data_Science Statistics |
| https://www.w3.org/2000/01/rdf-schema#label |
Exploratory Data Analysis
|
| gptkbp:introduced |
gptkb:John_Tukey
|
| gptkbp:introducedIn |
1970s
|
| gptkbp:output |
Insights
Data cleaning recommendations Data summary Hypotheses Visualizations |
| gptkbp:purpose |
Check data quality
Detect anomalies Detect patterns Summarize main characteristics of data Test assumptions Visualize data |
| gptkbp:relatedTo |
Confirmatory Data Analysis
Descriptive Statistics Inferential Statistics |
| gptkbp:step |
Data Analysis Process
Data Science Workflow Machine Learning Pipeline |
| gptkbp:uses |
gptkb:Python
gptkb:Tableau gptkb:Pandas gptkb:Power_BI gptkb:Excel gptkb:Matplotlib gptkb:Seaborn R Box plot Correlation analysis Data visualization Histogram Outlier detection Scatter plot Statistical graphics Summary statistics |
| gptkbp:bfsParent |
gptkb:John_Tukey
gptkb:John_W._Tukey |
| gptkbp:bfsLayer |
4
|