Exploratory-Data-Analysis

Application with different EDA features for csv/excel file data. Implemented in

• Django
• Javascript

In this apllication, user can visit the dataset according tho their needs (like if they want to see some selected columns then they can only visit them), draw different plots according to the excel/csv file provided by them.

To use this app, user has to set the path first to the excel/csv file, then select the dependent variable. Now they are good to go.
Below are some of the screenshots of the application.

First, write the path then click set path button. Now, click the next checkbox to see all column names of dataset.

Select the dependent variable from the dropdown and then explore the application.

Scatter plot according to user selection of x and y axis values.

Dimenstion of the dataset and seperate column feature.

In this section, if the column is of dtype object then count plot will be shown otherwise boxplot will come.

Pie chart of dependent variable.

Operations of numerical columns (Sum, average, frequency and univariate analysis).

Pair plot.

Correlation plot.