Tkinter-Data_visualizer

Simple Data Visualizer Using Tkinter Python.

What it is:

Use Tkinter GUI to import CSV file and do certain operations on it such as:
1) Check of NaN values and handle them
2) Encode Columns
3) Remove Duplicates
4) See Interaction between 2 columns
5) See Correlation Heatmap
6) Rename columns
7) Remove Columns

You can also check detailed EDA on columns, this includes:

1. Statistical Information such as: Minimum / Maximum / IQR / Mean / Median / Distinct Data & its percentage / Missing Data & its percentage / STD / Sum

   

2. Histogram for numaric data with custom bin number or using freeman diaconis

   

3. Stacked Bar for boolean data with percentage of each bool from total values

   

4. Most Common Values

   

5. Extreme Values (Outliers)