Explanatory Data Analysis

Steps for EDA

• In the Data Tab under Input File or Output File section select the DataFile, Click on , ▶ Preview File Then,

• You will get page with four section namely, Data Preview, Simple (EDA), Adavace (EDA), Target Based (EDA)

Data Preview

• Data preview give you glimpse over the data and give you previlage to Upload, Download and Merge data.

• In Merge section you can do left or right join with other files and provide connecting column. Also save as file with different file name.

• It also let you filter out the data by its data types such numerical, categorical(Object).

Simple (EDA)

• In the Simple (EDA) tab you can analysis data and it distribution by selecting View Insights button.

• This section provides you detail columns data. Such as DataType, Stastical measurement such as Mean, STD, MIN, MAX etc.

• View insight tab provide the distribution plots of data. It automatically plot the data according to data types. such as bar grah for categorical data, histogram for numerical.

Advance (EDA)

• In the Advance (EDA) tab you find tool generates automatically the report with detail analysis of each column.

• Click on Generate, this will create the report with detail analysis of each and every column.

• Prominent features include, correlation plots with various methodologies, detail statistical report, missing values matrix and its correlations, interactive scatter-plot etc.

Target Based (EDA)

• In the last tab you find Target Based (EDA) this tool allows you to select the Target column against which all columns will be evaluated.

• Once target column selected from the dropdown menu, click on Generate, this will create the report with detail analysis of each and every column against target column.

• Prominent features include, Interactive plots, Correlation scores, Statistical report etc.