sojirofukuda / sview-gui

GUI for data visualisation based on a csv file or pandas' DataFrame

sview-gui

PyQt5 GUI for data visualisation based on matplotlib and seaborn. Have you ever felt that you are wasting a lot of time writing the code for a simple figure? If so, this GUI will help you out to save your time. You can plot and save your figure by just pushing a couple of buttons on Sviewgui. All figures you made are recorded in the log window as their source code. You can reproduce and further modify your figures, copying and pasting the code from the log into your own editor.

Main features are

• Scatter, line, kdeplot, histgram, and box plot
• Detail setting for the style of plot, marker size, line width, number of bins of histgram, colormap, colorbar, etc.
• Subdevide your data based on the columns of DataFrame and use different colours for each subset in your plot.
• Save figure as editable PDF
• Source code of the graph you plotted are recorded in the log window

Usage

This package has only one method: buildGUI().

import sviewgui.sview as sv

sv.buildGUI()

Then, GUI window will pop up, then you can choose your csv file via GUI. Alternatively, you can also pass the path of your csv file,

import sviewgui.sview as sv

csvpath = 'usr/mydata.csv'
sv.buildGUI(csvpath)

or pandas DataFrame object

import sviewgui.sview as sv
from sklearn.datasets import load_iris
import pandas as pd

data = load_iris() # load iris data 
df = pd.DataFrame(data=data.data, columns=data.feature_names) # convert sklearn data into DataFrame object
sv.buildGUI(df)

Now, you are good to go. Have fun with Sview.

Recent update

• Fixed minor bugs.
• log scale for negative columns, colorbar, histgram
• Adjustable style (seaborn, ggplot, etc.)
• kdeplot with scatter plot.

About licence

© 2019 Sojiro Fukuda All Rights Reserved. Free to modify and redistribute by your responsibility.

sview-gui's Issues

module 'pygments' has no attribute 'formatters'

Windows 10
Using virtual env with python 3.8.3
Installed using python -m setup.py install
From python console ran the example below

Issue with pygments.formatters.HtmlFormatter

Python 3.8.3 (tags/v3.8.3:6f8c832, May 13 2020, 22:20:19) [MSC v.1925 32 bit (Intel)] on win32

import sviewgui.sview as sv
... sv.buildGUI()
Backend Qt5Agg is interactive backend. Turning interactive mode on.
Traceback (most recent call last):
File "", line 2, in
File "C:\Users\MORANB\PycharmProjects\sview-gui-master\venv\lib\site-packages\sviewgui-0.3.5-py3.8.egg\sviewgui\sview.py", line 1760, in buildGUI
wmain = Csviwer()
File "C:\Users\MORANB\PycharmProjects\sview-gui-master\venv\lib\site-packages\sviewgui-0.3.5-py3.8.egg\sviewgui\sview.py", line 100, in init
self.initUI(data)
File "C:\Users\MORANB\PycharmProjects\sview-gui-master\venv\lib\site-packages\sviewgui-0.3.5-py3.8.egg\sviewgui\sview.py", line 106, in initUI
self.ui.logbox.document().setDefaultStyleSheet(pygments.formatters.HtmlFormatter(style=Csviwer.STYLE).get_style_defs('.highlight'))
AttributeError: module 'pygments' has no attribute 'formatters'

Could you upload the .ui file of sgui.py, please?

Hi, Developer,

I'm interested in Building GUI with PyQt, but I'm new at this. Your project provide a good example for me. I would very appreciate it if you can upload the .ui file of sgui.py.