Exploratory Data Analysis
Import & Setup
script_dir = os.path.dirname( __file__ )
mymodule_dir = os.path.join( script_dir, '..', 'EDA' )
sys.path.append( mymodule_dir )
from data_analysis import Analysis
eda = Analysis()
Function analysis():
Input
Type
Description
dataset
pandas.dataframe
Model dataset in dataframe
EDA_type
string
name of EDA required Default = "dataprep" | "profiling" "sweetviz"
Returns eda.EDA_type_analysis() --> HTML
Usage
analysis(df, "sweetviz")
Imports Analysis().dataprep_analysis from /pybanking/src/pybanking/EDA/data_analysis.py
DATAPREP
Function dataprep_analysis():
Input
Type
Description
dataset
pandas.dataframe
Model dataset in dataframe
Returns HTML file in browser
Usage
da.dataprep_analysis(df)
Further Documentation on Dataprep
SWEETVIZ
Function sweetviz_analysis():
Input
Type
Description
dataset
pandas.dataframe
Model dataset in dataframe
Returns HTML file in browser
Usage
da.sweetviz_analysis(df)
Further Documentation on Sweetviz
PANDAS PROFILING
Function pandas_analysis():
Input
Type
Description
dataset
pandas.dataframe
Model dataset in dataframe
Returns HTML file in browser
Usage
da.pandas_analysis(df)
Further Documentation on Pandas Profiling
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