ShisatoYano/CsvDataAnalyzer

This is a visualization ans analysis GUI tool for csv file.

CsvDataAnalyzer

A CSV file data analyzer using pure Python.

Table of contents

• About this repository
• Gallery
• Requirements
• Getting Started
• How to use
  • Reading CSV file
  • Calculating Statics
  • Creating Graph
  • 2D Line Graph
  • 2D Scatter Graph
  • 3D Line Graph
  • 3D Scatter Graph
  • Histogram
  • Axis Equal
  • Kernel Density Estimation
• License
• Author

About this repository

This is a CSV file data analyzer based on Python.

Features:

1. Easy to use.
2. Statistics(Sum, Mean, Std, Max and Min) of each data are calculated automatically.
3. It can create multiple 2/3D graph.

Gallery

• Launched on Windows 10

Requirements

• Python 3.6.x or higher
• matplotlib
• mpl_toolkits
• numpy
• seaborn
• pandas
• tkinter

Getting Started

1. Clone this repository.
2. Install required libraries.
3. Execute the following command and a GUI will be opened.

$ python src/CsvDataAnalyzer.py

How to use

Reading CSV file

• "Files" at left top of GUI -> "Read csv file"
  

• A file dialog will be oped.

• Multiple CSV files can be selected too.

• Reading will finish like this.
  

Calculating Statics

• Max, Min, Mean and Sigma(Std) will be calculated automatically.
• Those values are displayed on GUI.
  

Creating Graph

• Select data you want to analyze on GUI.

• Selected data is colored blue by left click.
  

• Set data to X axis by pushing "X Data Set".
  

• Set another data to Y axis by pushing "Y Data Set".
  

• Select plot color from pull-down menu.
  

2D Line Graph

• After setting data, select "Create 2D Line" from "Figures" menu.
  

• A empty figure will be opened.
  

• On the figure, click the right button. -> The 2D line graph will be shown.
  

• Another data can be shown on the same figure.
  

2D Scatter Graph

• After setting data, select "Create 2D Scatter" from "Figures" menu.
  

• By following the above procedure, the 2D scatter graph will be shown.
  

• By setting a color data to "C Data Set", a heatmap can be created.
  

• You can set min/max velues of color bar.
  

3D Line Graph

• After setting data, select "Create 3D Line" from "Figures" menu.
  

• Set another data to "Z Data Set".
  

• By following the above procedure, a 3D line graph will be shown.
  

3D Scatter Graph

• After setting data, select "Create 3D Scatter" from "Figures" menu.
  

• By following the above procedure, a 3D scatter graph will be shown.
  

• 3D heatmap can be created too.
  

Histogram

• After setting data, select "Create 3D Histgram" from "Figures" menu.
  

• This histogram shows X data distribution.
  

Axis Equal

• You can switch ON/OFF from a pull-down menu "Axis Equal"".
  

Kernel Density Estimation

• When a histogram graph is created, you can show a kernel density function together.
  

• You can switch ON/OFF from a pull-down menu "Hist KDE".
  

License

MIT

Author

• Shisato Yano(@4310sy)