Data-PreProcessing GUI

About

Data PreProcessing GUI is a Tkinter based python GUI used for preparing the raw data and making it suitable for a machine learning model. Data Pre-processing is the first and crucial step while creating a machine learning model

Features

The features of this GUI are -

• Works on Dynamic dataset
  • user can import any data set and work on it .
• Handling of missing values
  • user can either remove the missing values or replace it with mean, median or mode.
• Provides visualization tools -
  • user can plot different plots like Histogram ,Scatter plot and Bar Graph .
• Encoding
  • allows the user to encode the categorical columns in the dataset to apply statistical measures .
• Provides statistical tools
  • user can know about statistical measures of every column and accordingly clean the data.

Preview

• uploading the dataset file

* checking for missing values and handling it.

• ploting graph to see relationship.