Graphical Analysis

Once the pandas dataframe is given, using data visualization methods we will get corresponding data in the form of graph.

Correlation Heatmaps

Method Name	correlation_heatmap
	Method Description	This method will be used to generate interactive heatmap plot to show the pairwise correlation of input variables
	Input parameter names	self,dataframe
	Input Parameter Description	data: the input dataframe with target column
	ouptput	son file with correlation information that can be used by plotly to generate interactive plots.
	On Exception	Write the exception in the log file. Raise an exception with the appropriate error message

Check for balance/imbalance

balance_imbalance_check

Method Name	balance_imbalance_check
	Method Description	This method will be used to plot the balance/imbalance datasets using barplot/countplot
	Input parameter	self, dataframe, target column
	Input Parameter Description	data: the input dataframe with target column.
		target: target column name.
	ouptput	plot of target variable value count.
	On Exception	Write the exception in the log file. Raise an exception with the appropriate error message