Exploratory Data Analysis

URI: https://gptkb.org/entity/Exploratory_Data_Analysis
GPTKB entity
AI-created image of Exploratory Data Analysis
AI-created image
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